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add new fragments to knowhub dashboard

guantao il y a 13 heures
Parent
commit
9cfe7898ec

Fichier diff supprimé car celui-ci est trop grand
+ 13 - 0
knowhub/frontend/public/case_pure.json


+ 6996 - 0
knowhub/frontend/public/fragment.json

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+{
+    "fragments": [
+        {
+            "case_index": 1,
+            "fragment_id": "f_s1_0",
+            "action": "提取",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "视频",
+                    "description": "AI生成的10秒参考视频",
+                    "relation": "[来源.原始输入]"
+                },
+                {
+                    "modality": "文本",
+                    "description": "补充的核心点描述",
+                    "relation": "[来源.原始输入]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "文本",
+                    "description": "正向提示词",
+                    "relation": "[去向.s2I]"
+                },
+                {
+                    "modality": "文本",
+                    "description": "负向提示词",
+                    "relation": "[去向.s2I]"
+                }
+            ],
+            "in_modalities": [
+                "视频",
+                "文本"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "文本"
+            ],
+            "modality_signature": "视频+文本 → 文本",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 1615,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                    "element": null,
+                    "rationale": "短剧人物本质上是叙事中的角色设定,最接近叙事角色。"
+                },
+                {
+                    "category_id": 262,
+                    "category_path": "/表象/视觉/空间/空间场所/生活场景",
+                    "element": null,
+                    "rationale": "短剧场景通常对应人物活动发生的生活化空间场景。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 1074,
+                    "category_path": "/呈现/视觉/视觉制作/实景拍摄/拍摄方式",
+                    "element": null,
+                    "rationale": "运镜方式属于拍摄执行层面的拍摄方式。"
+                },
+                {
+                    "category_id": 403,
+                    "category_path": "/呈现/视觉/视觉画面/形象塑造/造型装扮/穿搭呈现/整体形象",
+                    "element": null,
+                    "rationale": "人物外观主要落在穿搭与整体造型呈现。"
+                },
+                {
+                    "category_id": 386,
+                    "category_path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态",
+                    "element": null,
+                    "rationale": "动作细节属于人物动作姿态层面的表现。"
+                }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/人物/个体/形象呈现/叙事情境/短剧人物场景",
+            "body": "上传AI生成的10秒视频到manus,让其根据核心点拆解视频的运镜、人物等元素,反推出正向提示词和负向提示词",
+            "effects": [
+                {
+                    "statement": "实现视频元素的结构化拆解",
+                    "criteria": "输出的提示词能够准确描述视频中的运镜方式、人物特征、动作细节等关键元素",
+                    "judge_method": "llm",
+                    "negative_examples": [
+                        "提示词过于笼统,缺少具体的运镜或人物描述",
+                        "提示词与原视频内容不符"
+                    ]
+                }
+            ],
+            "tools": [
+                "manus"
+            ],
+            "control_target": [
+                "运镜",
+                "人物特征",
+                "动作"
+            ],
+            "artifact_type": "正向提示词",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s1"
+            },
+            "is_alternative_to": [],
+            "case_title": "全网首发,免费,0-1做一个完整超AI真人短剧,附上提示词和技巧,让你看不出真人还是AI,完整流程,不私藏,超级干货。",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzIwNDcxNzI0Ng==&idx=1&mid=2247488160&sn=0f253dad0443337ab1414b36c2f1ee75"
+        },
+        {
+            "case_index": 1,
+            "fragment_id": "f_s2_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "文本",
+                    "description": "正向提示词",
+                    "relation": "[来源.s1O]"
+                },
+                {
+                    "modality": "文本",
+                    "description": "负向提示词",
+                    "relation": "[来源.s1O]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "图片",
+                    "description": "人物图片",
+                    "relation": "[去向.s3I]"
+                }
+            ],
+            "in_modalities": [
+                "文本"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "图片"
+            ],
+            "modality_signature": "文本 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 1615,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                    "element": null,
+                    "rationale": "短剧人物可归入承担情节功能的人物角色。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 403,
+                    "category_path": "/呈现/视觉/视觉画面/形象塑造/造型装扮/穿搭呈现/整体形象",
+                    "element": null,
+                    "rationale": "人物外观直接对应整体形象与穿搭呈现。"
+                },
+                {
+                    "category_id": 7672,
+                    "category_path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态/表演性动作/姿态体位",
+                    "element": null,
+                    "rationale": "姿态更具体地指向人物的体位与固定姿势呈现。"
+                }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/短剧人物造型姿态",
+            "body": "将反推的正向提示词和负向提示词喂给AI生图工具,生成人物图片",
+            "effects": [
+                {
+                    "statement": "实现符合提示词描述的人物图片生成",
+                    "criteria": "生成的图片中人物外观、姿态、场景与提示词描述一致",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "人物特征与描述不符",
+                        "画面质量低劣",
+                        "出现明显的AI生成瑕疵"
+                    ]
+                }
+            ],
+            "tools": [],
+            "control_target": [
+                "人物外观",
+                "姿态",
+                "场景"
+            ],
+            "artifact_type": "原始图片",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s2"
+            },
+            "is_alternative_to": [],
+            "case_title": "全网首发,免费,0-1做一个完整超AI真人短剧,附上提示词和技巧,让你看不出真人还是AI,完整流程,不私藏,超级干货。",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzIwNDcxNzI0Ng==&idx=1&mid=2247488160&sn=0f253dad0443337ab1414b36c2f1ee75"
+        },
+        {
+            "case_index": 1,
+            "fragment_id": "f_s3_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "图片",
+                    "description": "参考人物图",
+                    "relation": "[来源.s2O]"
+                },
+                {
+                    "modality": "文本",
+                    "description": "人物描述提示词加动作描述",
+                    "relation": "[来源.原始输入]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "图片",
+                    "description": "分镜图片",
+                    "relation": "[去向.s4I]"
+                }
+            ],
+            "in_modalities": [
+                "图片",
+                "文本"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "图片"
+            ],
+            "modality_signature": "图片+文本 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 1615,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                    "element": null,
+                    "rationale": "短剧人物仍以叙事角色为最贴近的实质归属。"
+                },
+                {
+                    "category_id": 9313,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/身体特征/姿态状态/动作姿势",
+                    "element": null,
+                    "rationale": "人物动作属于人物身体姿势与动作状态的实质内容。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 386,
+                    "category_path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态",
+                    "element": null,
+                    "rationale": "动作姿态与草稿表述完全对应。"
+                },
+                {
+                    "category_id": 19311,
+                    "category_path": "/呈现/视觉/视觉制作/实景拍摄/拍摄方式/即时捕捉/动态捕捉",
+                    "element": null,
+                    "rationale": "运动连贯性常通过动态捕捉式拍摄来体现连续运动过程。"
+                }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/人物/个体/形象呈现/身体特征/姿态状态/动作姿势/连续动作",
+            "body": "根据人物描述提示词,增加动作描述(如举手机、扎头发等),使用参考图生图方式,根据上一张参考生成下一张,确保人物一致性。使用Nano Banana pro模型",
+            "effects": [
+                {
+                    "statement": "实现人物身份一致性下的动作变化",
+                    "criteria": "生成的分镜图片中人物脸部特征、整体外观保持一致,同时呈现出新的动作姿态",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "人物脸部特征发生变化",
+                        "动作不自然或不连贯",
+                        "人物身份不一致"
+                    ]
+                },
+                {
+                    "statement": "实现分镜动作的连贯性",
+                    "criteria": "相邻分镜之间的动作过渡自然流畅,符合真实人物运动规律",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "动作跳跃过大",
+                        "姿态突变不合理",
+                        "运动轨迹不连贯"
+                    ]
+                }
+            ],
+            "tools": [
+                "Nano Banana pro"
+            ],
+            "control_target": [
+                "身份一致性",
+                "动作",
+                "姿势"
+            ],
+            "artifact_type": "原始图片",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s3"
+            },
+            "is_alternative_to": [],
+            "case_title": "全网首发,免费,0-1做一个完整超AI真人短剧,附上提示词和技巧,让你看不出真人还是AI,完整流程,不私藏,超级干货。",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzIwNDcxNzI0Ng==&idx=1&mid=2247488160&sn=0f253dad0443337ab1414b36c2f1ee75"
+        },
+        {
+            "case_index": 1,
+            "fragment_id": "f_s4_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "图片",
+                    "description": "分镜图片序列",
+                    "relation": "[来源.s3O]"
+                },
+                {
+                    "modality": "文本",
+                    "description": "视频生成提示词(包含去掉BGM的要求)",
+                    "relation": "[来源.原始输入]"
+                },
+                {
+                    "modality": "参数",
+                    "description": "声音开关配置",
+                    "relation": "[来源.原始输入]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "视频",
+                    "description": "真人短剧视频片段",
+                    "relation": "[去向.最终成品]"
+                }
+            ],
+            "in_modalities": [
+                "图片",
+                "文本"
+            ],
+            "in_config_modalities": [
+                "参数"
+            ],
+            "out_modalities": [
+                "视频"
+            ],
+            "modality_signature": "图片+文本 → 视频",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 463,
+                    "category_path": "/表象/视觉/实体/物品/影像物品/影视作品",
+                    "element": null,
+                    "rationale": "短剧片段本质上属于影视作品中的片段内容。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 19311,
+                    "category_path": "/呈现/视觉/视觉制作/实景拍摄/拍摄方式/即时捕捉/动态捕捉",
+                    "element": null,
+                    "rationale": "动作流畅度通常体现为动态过程捕捉是否顺畅自然。"
+                },
+                {
+                    "category_id": 431,
+                    "category_path": "/呈现/视觉/视觉制作/实景拍摄/拍摄取景/场景取景",
+                    "element": null,
+                    "rationale": "真人质感更接近真实场景拍摄与实景取材带来的观感。"
+                },
+                {
+                    "category_id": 195,
+                    "category_path": "/呈现/视觉/视觉制作/素材来源/影视素材",
+                    "element": null,
+                    "rationale": "声音呈现在现有树中无专门声音节点,影视素材最接近片段整体媒介来源。"
+                }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/物品/影像物品/影视作品/短剧片段",
+            "body": "将分镜图片(原始人物图+动作图)输入视频生成工具,打开声音选项,提示词中加入去掉BGM音乐的要求,生成真人视频片段。重复此过程生成多段视频",
+            "effects": [
+                {
+                    "statement": "实现分镜图片到视频的动画化",
+                    "criteria": "生成的视频中人物动作流畅自然,符合分镜图片序列的动作设计",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "视频卡顿或跳帧",
+                        "动作不连贯",
+                        "人物形象崩坏"
+                    ]
+                },
+                {
+                    "statement": "实现无背景音乐的人声视频",
+                    "criteria": "生成的视频包含人物说话声音但不包含背景音乐",
+                    "judge_method": "human",
+                    "negative_examples": [
+                        "视频包含背景音乐",
+                        "完全无声",
+                        "人声不清晰"
+                    ]
+                },
+                {
+                    "statement": "实现高度逼真的真人效果",
+                    "criteria": "生成的视频在视觉上难以区分是AI生成还是真人拍摄",
+                    "judge_method": "human",
+                    "negative_examples": [
+                        "明显的AI生成痕迹",
+                        "人物动作僵硬",
+                        "画面质感不真实"
+                    ]
+                }
+            ],
+            "tools": [],
+            "control_target": [
+                "动作连贯性",
+                "画质",
+                "声音"
+            ],
+            "artifact_type": "",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s4"
+            },
+            "is_alternative_to": [],
+            "case_title": "全网首发,免费,0-1做一个完整超AI真人短剧,附上提示词和技巧,让你看不出真人还是AI,完整流程,不私藏,超级干货。",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzIwNDcxNzI0Ng==&idx=1&mid=2247488160&sn=0f253dad0443337ab1414b36c2f1ee75"
+        },
+        {
+            "case_index": 2,
+            "fragment_id": "f_s1_0",
+            "action": "筛选",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "文本",
+                    "description": "平台爆款题材参考信息",
+                    "relation": "[来源.原始输入]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "文本",
+                    "description": "已验证爆款题材方向",
+                    "relation": "[去向.s2I]"
+                }
+            ],
+            "in_modalities": [
+                "文本"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "文本"
+            ],
+            "modality_signature": "文本 → 文本",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 3534,
+                    "category_path": "/理念/观念/个人观念/情感认同/人际情谊/婚恋情感",
+                    "element": null,
+                    "rationale": "都市爱情的核心是婚恋关系与情感纠葛,最贴近婚恋情感。"
+                },
+                {
+                    "category_id": 16731,
+                    "category_path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/富贵生活",
+                    "element": null,
+                    "rationale": "霸总与真假千金都强烈指向豪门、富裕阶层生活语境。"
+                },
+                {
+                    "category_id": 16671,
+                    "category_path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/逆袭",
+                    "element": null,
+                    "rationale": "爽文反转常包含身份翻盘与处境逆转,接近逆袭语义。"
+                }
+            ],
+            "apply_xingshi": [],
+            "suggest_apply_to": "/理念/观念/个人观念/情感认同/人际情谊/婚恋情感/都市豪门",
+            "body": "去找已经曝过的题材,然后让AI来优化。我曝的两条10W+的视频,一条是霸总题材,一条是真假千金题材。都是抖音、快手上已经验证过的爆款类型。",
+            "effects": [
+                {
+                    "statement": "实现爆款题材定向筛选",
+                    "criteria": "输出的题材方向在抖音或快手上有可查证的10W+播放量案例支撑",
+                    "judge_method": "human",
+                    "negative_examples": [
+                        "选取的题材在主流短视频平台上无爆款数据支撑",
+                        "选取原创未经验证的冷门题材"
+                    ]
+                }
+            ],
+            "tools": [],
+            "control_target": [
+                "场景"
+            ],
+            "artifact_type": "",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s1"
+            },
+            "is_alternative_to": [],
+            "case_title": "33万播放!豆包+Seedance 2.0做AI短剧,保姆级教程来了",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzUyOTA0MTczOA==&idx=1&mid=2247503325&sn=6ee74f95d4aa2c810d32d6cf0f833806"
+        },
+        {
+            "case_index": 2,
+            "fragment_id": "f_s2_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "文本",
+                    "description": "剧本创作思路(类型、集数、受众)",
+                    "relation": "[来源.原始输入]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "文本",
+                    "description": "完整剧本大纲及每集剧情",
+                    "relation": "[去向.s2I]"
+                }
+            ],
+            "in_modalities": [
+                "文本"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "文本"
+            ],
+            "modality_signature": "文本 → 文本",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 3534,
+                    "category_path": "/理念/观念/个人观念/情感认同/人际情谊/婚恋情感",
+                    "element": null,
+                    "rationale": "都市爱情短剧首先落在婚恋关系与情感主题上。"
+                },
+                {
+                    "category_id": 16731,
+                    "category_path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/富贵生活",
+                    "element": null,
+                    "rationale": "真假千金与豪门恩怨都以富贵阶层生活和豪门环境为核心。"
+                },
+                {
+                    "category_id": 16671,
+                    "category_path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/逆袭",
+                    "element": null,
+                    "rationale": "极致反转常服务于身份翻盘和处境逆转,和逆袭高度相关。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 5852,
+                    "category_path": "/架构/叙事/叙事组织/脉络铺排/结构编排/框架类型/分段叙事",
+                    "element": null,
+                    "rationale": "分集叙事本质是把内容切分为多个连续段落展开。"
+                },
+                {
+                    "category_id": 4533,
+                    "category_path": "/架构/叙事/叙事技法/戏剧张力/反转/结局反转",
+                    "element": null,
+                    "rationale": "悬念结尾常通过结尾处制造意外转折,最接近结局反转。"
+                },
+                {
+                    "category_id": 2231,
+                    "category_path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制/快节奏处理",
+                    "element": null,
+                    "rationale": "爽文节奏强调推进快、切换快,贴近快节奏处理。"
+                }
+            ],
+            "suggest_apply_to": "/理念/观念/个人观念/情感认同/人际情谊/婚恋情感/都市豪门短剧",
+            "body": "在豆包中输入剧本创作思路:剧本类型:都市爱情,总集数:15集,目标受众:通用(可以选男频或女频),点击生成,豆包很快就生成了剧本大纲以及每一集的剧情。",
+            "effects": [
+                {
+                    "statement": "实现完整剧本大纲自动生成",
+                    "criteria": "输出包含15集大纲,每集有独立剧情描述,结尾有悬念钩子",
+                    "judge_method": "llm",
+                    "negative_examples": [
+                        "输出仅有总体简介而无分集内容",
+                        "各集剧情雷同无递进关系"
+                    ]
+                }
+            ],
+            "tools": [
+                "豆包"
+            ],
+            "control_target": [
+                "场景"
+            ],
+            "artifact_type": "结构化提示词",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s2"
+            },
+            "is_alternative_to": [],
+            "case_title": "33万播放!豆包+Seedance 2.0做AI短剧,保姆级教程来了",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzUyOTA0MTczOA==&idx=1&mid=2247503325&sn=6ee74f95d4aa2c810d32d6cf0f833806"
+        },
+        {
+            "case_index": 2,
+            "fragment_id": "f_s2_1",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "文本",
+                    "description": "每集剧情大纲",
+                    "relation": "[来源.上一步产物]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "文本",
+                    "description": "每集分镜说明、景别、镜头、人物动作和台词",
+                    "relation": "[去向.s3I]"
+                }
+            ],
+            "in_modalities": [
+                "文本"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "文本"
+            ],
+            "modality_signature": "文本 → 文本",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 1615,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                    "element": null,
+                    "rationale": "短剧分镜与人物动作首先围绕角色在叙事中的呈现展开。"
+                },
+                {
+                    "category_id": 1193,
+                    "category_path": "/表象/视觉/行为/人际互动/反应回应",
+                    "element": null,
+                    "rationale": "人物动作常体现角色对情境的行为回应,可先归入反应回应。"
+                },
+                {
+                    "category_id": 88,
+                    "category_path": "/理念/现象",
+                    "element": null,
+                    "rationale": "场景描述过于宽泛,在现有树中只能落到较粗的现象层。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 7713,
+                    "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/景别角度/特写近景/通用技法/极致特写",
+                    "element": null,
+                    "rationale": "景别属于镜头距离和角度控制,现有树中以景别角度节点最贴近。"
+                },
+                {
+                    "category_id": 1816,
+                    "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/构图方式/动态叙事",
+                    "element": null,
+                    "rationale": "镜头运动带来动态引导感,和动态叙事构图最接近。"
+                },
+                {
+                    "category_id": 2932,
+                    "category_path": "/架构/修辞/修辞意象/句式辞格/韵律句式/节奏韵律",
+                    "element": null,
+                    "rationale": "台词节奏属于语言表达的节奏控制,可对应节奏韵律。"
+                }
+            ],
+            "suggest_apply_to": "/呈现/视觉/视觉制作/分镜设计/人物调度/场景分镜",
+            "body": "接着再让豆包生成每一集的分镜说明、景别、镜头、人物动作和台词。剧本质量直接决定了后面视频的效果。如果豆包生成的剧本有些地方不满意,可以让它重新生成某一集,或者手动修改调整。确认没问题后,把剧本下载下来。",
+            "effects": [
+                {
+                    "statement": "实现分镜脚本细化",
+                    "criteria": "每集输出包含景别描述、镜头运动说明、人物动作指令和完整台词",
+                    "judge_method": "llm",
+                    "negative_examples": [
+                        "输出仅有台词而无镜头描述",
+                        "景别和动作描述模糊无法指导视频生成"
+                    ]
+                }
+            ],
+            "tools": [
+                "豆包"
+            ],
+            "control_target": [
+                "构图",
+                "姿势",
+                "场景"
+            ],
+            "artifact_type": "正向提示词",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s2"
+            },
+            "is_alternative_to": [],
+            "case_title": "33万播放!豆包+Seedance 2.0做AI短剧,保姆级教程来了",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzUyOTA0MTczOA==&idx=1&mid=2247503325&sn=6ee74f95d4aa2c810d32d6cf0f833806"
+        },
+        {
+            "case_index": 2,
+            "fragment_id": "f_s3_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "文本",
+                    "description": "人物设定描述及详细外貌提示词",
+                    "relation": "[来源.原始输入]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "图片",
+                    "description": "核心角色人物形象参考图(每角色2-3张不同角度/表情)",
+                    "relation": "[去向.s4I]"
+                }
+            ],
+            "in_modalities": [
+                "文本"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "图片"
+            ],
+            "modality_signature": "文本 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 16731,
+                    "category_path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/富贵生活",
+                    "element": null,
+                    "rationale": "都市豪门人物的核心语境是富裕阶层与豪门生活方式。"
+                },
+                {
+                    "category_id": 18514,
+                    "category_path": "/表象/视觉/实体/人物/群体/社会身份/家庭群体/大家族",
+                    "element": null,
+                    "rationale": "豪门人物常处于家族结构之中,大家族是较贴近的实体分类。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 20113,
+                    "category_path": "/呈现/视觉/视觉风格/视觉艺术风格/现代气质/时尚现代",
+                    "element": null,
+                    "rationale": "时尚人像构图与都市人物审美都明显偏向时尚现代风格。"
+                },
+                {
+                    "category_id": 7713,
+                    "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/景别角度/特写近景/通用技法/极致特写",
+                    "element": null,
+                    "rationale": "人像构图和背景虚化常以近景特写强化主体人物。"
+                }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/人物/群体/社会身份/豪门人物",
+            "body": "苏晚提示词:一张极具时尚感的高清摄影作品。画面中心是一位气质高雅的年轻亚洲女性,留着精致的深色复古卷发,面带温柔自信的微笑。她身着一件洁白的丝绸改良式晚礼服……顾晏辰提示词:一张精致的高端时尚人像摄影,镜头中央是一位英俊的年轻亚洲男性……我会给每个核心角色生成2-3张不同角度、不同表情的参考图,后面做视频时直接用。",
+            "effects": [
+                {
+                    "statement": "实现角色外貌视觉化",
+                    "criteria": "生成图片中人物外貌与提示词描述高度吻合,包括发型、服装、气质等关键特征",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "生成图片中人物服装与提示词描述不符",
+                        "人物气质与角色设定偏差明显"
+                    ]
+                },
+                {
+                    "statement": "实现多角度参考图覆盖",
+                    "criteria": "同一角色有2-3张图片,角度或表情存在可见差异,可用于后续视频生成的一致性参考",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "所有参考图角度完全相同",
+                        "仅生成1张参考图"
+                    ]
+                }
+            ],
+            "tools": [
+                "豆包"
+            ],
+            "control_target": [
+                "主体",
+                "脸部特征",
+                "质感",
+                "光线"
+            ],
+            "artifact_type": "角色参考图",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s3"
+            },
+            "is_alternative_to": [
+                "f_s3_1",
+                "f_s3_2",
+                "f_s3_3"
+            ],
+            "case_title": "33万播放!豆包+Seedance 2.0做AI短剧,保姆级教程来了",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzUyOTA0MTczOA==&idx=1&mid=2247503325&sn=6ee74f95d4aa2c810d32d6cf0f833806"
+        },
+        {
+            "case_index": 2,
+            "fragment_id": "f_s3_1",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "文本",
+                    "description": "人物设定描述及详细外貌提示词",
+                    "relation": "[来源.原始输入]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "图片",
+                    "description": "核心角色人物形象参考图",
+                    "relation": "[去向.s4I]"
+                }
+            ],
+            "in_modalities": [
+                "文本"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "图片"
+            ],
+            "modality_signature": "文本 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 16731,
+                    "category_path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/富贵生活",
+                    "element": null,
+                    "rationale": "都市豪门人物角色主要由豪门与富裕生活语境定义。"
+                },
+                {
+                    "category_id": 1615,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                    "element": null,
+                    "rationale": "人物角色这一表述本身也对应叙事中的角色设定。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 20113,
+                    "category_path": "/呈现/视觉/视觉风格/视觉艺术风格/现代气质/时尚现代",
+                    "element": null,
+                    "rationale": "时尚人像构图直接体现现代都市审美与时尚质感。"
+                },
+                {
+                    "category_id": 7713,
+                    "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/景别角度/特写近景/通用技法/极致特写",
+                    "element": null,
+                    "rationale": "人像主体突出通常通过近景特写类构图实现。"
+                }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/人物/群体/社会身份/豪门人物",
+            "body": "这一步可以用你习惯的工具:Seedream 4.5都行。",
+            "effects": [
+                {
+                    "statement": "实现角色外貌视觉化",
+                    "criteria": "生成图片中人物外貌与提示词描述高度吻合,包括发型、服装、气质等关键特征",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "生成图片中人物服装与提示词描述不符",
+                        "人物气质与角色设定偏差明显"
+                    ]
+                }
+            ],
+            "tools": [
+                "Seedream 4.5"
+            ],
+            "control_target": [
+                "主体",
+                "脸部特征",
+                "质感"
+            ],
+            "artifact_type": "角色参考图",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s3"
+            },
+            "is_alternative_to": [
+                "f_s3_0",
+                "f_s3_2",
+                "f_s3_3"
+            ],
+            "case_title": "33万播放!豆包+Seedance 2.0做AI短剧,保姆级教程来了",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzUyOTA0MTczOA==&idx=1&mid=2247503325&sn=6ee74f95d4aa2c810d32d6cf0f833806"
+        },
+        {
+            "case_index": 2,
+            "fragment_id": "f_s3_2",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "文本",
+                    "description": "人物设定描述及详细外貌提示词",
+                    "relation": "[来源.原始输入]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "图片",
+                    "description": "核心角色人物形象参考图",
+                    "relation": "[去向.s4I]"
+                }
+            ],
+            "in_modalities": [
+                "文本"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "图片"
+            ],
+            "modality_signature": "文本 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 16731,
+                    "category_path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/富贵生活",
+                    "element": null,
+                    "rationale": "都市豪门人物角色仍以豪门阶层与富贵生活为核心。"
+                },
+                {
+                    "category_id": 1615,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                    "element": null,
+                    "rationale": "角色描述可映射到叙事角色这一人物功能节点。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 20113,
+                    "category_path": "/呈现/视觉/视觉风格/视觉艺术风格/现代气质/时尚现代",
+                    "element": null,
+                    "rationale": "高清时尚人像的审美取向最接近时尚现代。"
+                },
+                {
+                    "category_id": 7713,
+                    "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/景别角度/特写近景/通用技法/极致特写",
+                    "element": null,
+                    "rationale": "人像构图强调人物主体时,常归入特写近景类技法。"
+                }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/人物/群体/社会身份/豪门人物",
+            "body": "这一步可以用你习惯的工具:MJ V7都行。",
+            "effects": [
+                {
+                    "statement": "实现角色外貌视觉化",
+                    "criteria": "生成图片中人物外貌与提示词描述高度吻合,包括发型、服装、气质等关键特征",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "生成图片中人物服装与提示词描述不符",
+                        "人物气质与角色设定偏差明显"
+                    ]
+                }
+            ],
+            "tools": [
+                "Midjourney V7"
+            ],
+            "control_target": [
+                "主体",
+                "脸部特征",
+                "质感"
+            ],
+            "artifact_type": "角色参考图",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s3"
+            },
+            "is_alternative_to": [
+                "f_s3_0",
+                "f_s3_1",
+                "f_s3_3"
+            ],
+            "case_title": "33万播放!豆包+Seedance 2.0做AI短剧,保姆级教程来了",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzUyOTA0MTczOA==&idx=1&mid=2247503325&sn=6ee74f95d4aa2c810d32d6cf0f833806"
+        },
+        {
+            "case_index": 2,
+            "fragment_id": "f_s3_3",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "文本",
+                    "description": "人物设定描述及详细外貌提示词",
+                    "relation": "[来源.原始输入]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "图片",
+                    "description": "核心角色人物形象参考图",
+                    "relation": "[去向.s4I]"
+                }
+            ],
+            "in_modalities": [
+                "文本"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "图片"
+            ],
+            "modality_signature": "文本 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 16731,
+                    "category_path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/富贵生活",
+                    "element": null,
+                    "rationale": "都市豪门人物角色和富裕阶层生活状态紧密对应。"
+                },
+                {
+                    "category_id": 1615,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                    "element": null,
+                    "rationale": "人物角色在现有树中也可由叙事角色承接。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 20113,
+                    "category_path": "/呈现/视觉/视觉风格/视觉艺术风格/现代气质/时尚现代",
+                    "element": null,
+                    "rationale": "时尚人像构图最直接体现现代时尚审美风格。"
+                },
+                {
+                    "category_id": 7713,
+                    "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/景别角度/特写近景/通用技法/极致特写",
+                    "element": null,
+                    "rationale": "高清人像常以近景特写方式突出面部与人物状态。"
+                }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/人物/群体/社会身份/豪门人物",
+            "body": "这一步可以用你习惯的工具:Nano Banana Pro都行。",
+            "effects": [
+                {
+                    "statement": "实现角色外貌视觉化",
+                    "criteria": "生成图片中人物外貌与提示词描述高度吻合,包括发型、服装、气质等关键特征",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "生成图片中人物服装与提示词描述不符",
+                        "人物气质与角色设定偏差明显"
+                    ]
+                }
+            ],
+            "tools": [
+                "Nano Banana Pro"
+            ],
+            "control_target": [
+                "主体",
+                "脸部特征",
+                "质感"
+            ],
+            "artifact_type": "角色参考图",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s3"
+            },
+            "is_alternative_to": [
+                "f_s3_0",
+                "f_s3_1",
+                "f_s3_2"
+            ],
+            "case_title": "33万播放!豆包+Seedance 2.0做AI短剧,保姆级教程来了",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzUyOTA0MTczOA==&idx=1&mid=2247503325&sn=6ee74f95d4aa2c810d32d6cf0f833806"
+        },
+        {
+            "case_index": 2,
+            "fragment_id": "f_s4_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "图片",
+                    "description": "角色人物参考图(多张)",
+                    "relation": "[来源.上一步产物]"
+                },
+                {
+                    "modality": "文本",
+                    "description": "该集剧情分镜提示词",
+                    "relation": "[来源.上一步产物]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "视频",
+                    "description": "15秒分镜视频片段",
+                    "relation": "[去向.s5I]"
+                }
+            ],
+            "in_modalities": [
+                "图片",
+                "文本"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "视频"
+            ],
+            "modality_signature": "图片+文本 → 视频",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 16671,
+                    "category_path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/逆袭",
+                    "element": null,
+                    "rationale": "真假千金对决和霸气反转场景都包含身份翻盘与处境逆转。"
+                },
+                {
+                    "category_id": 1615,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                    "element": null,
+                    "rationale": "都市短剧剧情往往围绕特定角色对抗展开,可落在叙事角色。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 1816,
+                    "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/构图方式/动态叙事",
+                    "element": null,
+                    "rationale": "电影感镜头和人物动态表演都强调镜头对动作与叙事的引导。"
+                },
+                {
+                    "category_id": 5211,
+                    "category_path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态/表演性动作/夸张表演/滑稽喜剧",
+                    "element": null,
+                    "rationale": "人物动态表演在现有树里只能近似映射到强调表演动作的夸张表演节点。"
+                }
+            ],
+            "suggest_apply_to": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/逆袭/真假千金对决",
+            "body": "打开豆包APP(网页版只能上传一张参考图,APP可以上传多张),选择Seedance 2.0功能,上传人物参考图,输入这一集的剧情提示词(从豆包生成的剧本里复制),点击生成,等待几分钟。假千金装可怜、真千金霸气打脸、最后女王加冕,整个剧情流畅自然,口型完美对上,音效也恰到好处。当然,生成过程中也会遇到生成失败的情况,看下提示词有没有违规。",
+            "effects": [
+                {
+                    "statement": "实现角色一致性视频生成",
+                    "criteria": "生成视频中人物外貌与上传参考图保持高度一致,脸型、发型、服装风格可辨认为同一角色",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "视频中人物与参考图角色外貌差异明显",
+                        "不同片段中同一角色外貌不一致"
+                    ]
+                },
+                {
+                    "statement": "实现口型与台词同步",
+                    "criteria": "视频中人物口型动作与剧情台词节奏吻合,无明显错位",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "人物嘴部动作与台词完全不匹配",
+                        "人物全程无口型变化"
+                    ]
+                },
+                {
+                    "statement": "实现剧情场景动态呈现",
+                    "criteria": "视频内容与输入的分镜提示词描述的场景、动作、情绪相符",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "视频场景与提示词描述的情节完全无关",
+                        "人物动作与剧情要求相悖"
+                    ]
+                }
+            ],
+            "tools": [
+                "豆包",
+                "Seedance 2.0"
+            ],
+            "control_target": [
+                "身份一致性",
+                "脸部特征",
+                "姿势",
+                "场景"
+            ],
+            "artifact_type": "静态图",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s4"
+            },
+            "is_alternative_to": [],
+            "case_title": "33万播放!豆包+Seedance 2.0做AI短剧,保姆级教程来了",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzUyOTA0MTczOA==&idx=1&mid=2247503325&sn=6ee74f95d4aa2c810d32d6cf0f833806"
+        },
+        {
+            "case_index": 2,
+            "fragment_id": "f_s5_0",
+            "action": "剪辑",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "视频",
+                    "description": "多个15秒分镜视频片段",
+                    "relation": "[来源.上一步产物]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "视频",
+                    "description": "完整合成短剧视频",
+                    "relation": "[去向.最终成品]"
+                }
+            ],
+            "in_modalities": [
+                "视频"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "视频"
+            ],
+            "modality_signature": "视频 → 视频",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 21851,
+                    "category_path": "/理念/知识/思想/概念范畴/性质属性/风格属性",
+                    "element": null,
+                    "rationale": "「AI短剧完整集数」更接近对内容组织形态或作品属性的概括,树中缺少更直接的短剧集数节点,故落在较粗的风格属性。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 5852,
+                    "category_path": "/架构/叙事/叙事组织/脉络铺排/结构编排/框架类型/分段叙事",
+                    "element": null,
+                    "rationale": "「AI短剧完整集数」涉及按集或片段切分展开,最接近分段叙事的组织方式。"
+                },
+                {
+                    "category_id": 878,
+                    "category_path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制",
+                    "element": null,
+                    "rationale": "「片段拼接节奏」与「速度调整」都直接对应剪辑节奏的整体控制。"
+                },
+                {
+                    "category_id": 350,
+                    "category_path": "/架构/逻辑/信息编排逻辑/条目列举/分段结构",
+                    "element": null,
+                    "rationale": "字幕排版与内容分块呈现都带有分段与模块化编排特征,最接近分段结构。"
+                }
+            ],
+            "suggest_apply_to": "/架构/叙事/叙事组织/脉络铺排/结构编排/框架类型/分集短剧",
+            "body": "单个15秒的视频确实有点短,看得不够过瘾。可以把多个15秒的视频拼接起来。把视频导入到剪映中,调整速度,剪掉一些镜头,添加字幕。",
+            "effects": [
+                {
+                    "statement": "实现多片段连贯拼接",
+                    "criteria": "多个15秒片段拼接后叙事连贯,片段间无明显跳跃或逻辑断裂",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "片段拼接处出现明显画面跳切且叙事断裂",
+                        "片段顺序与剧情逻辑不符"
+                    ]
+                },
+                {
+                    "statement": "实现字幕与画面对齐",
+                    "criteria": "字幕文字与对应画面台词内容一致,时间轴对齐无明显偏移",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "字幕出现时间与对应台词画面不同步",
+                        "字幕内容与画面台词不匹配"
+                    ]
+                }
+            ],
+            "tools": [
+                "剪映"
+            ],
+            "control_target": [
+                "画质",
+                "局部区域"
+            ],
+            "artifact_type": "",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s5"
+            },
+            "is_alternative_to": [],
+            "case_title": "33万播放!豆包+Seedance 2.0做AI短剧,保姆级教程来了",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzUyOTA0MTczOA==&idx=1&mid=2247503325&sn=6ee74f95d4aa2c810d32d6cf0f833806"
+        },
+        {
+            "case_index": 3,
+            "fragment_id": "f_s1_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "文本",
+                    "description": "制作真人风格短剧的需求描述",
+                    "relation": "[来源.原始输入]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "文本",
+                    "description": "5个有反转的趣味创意方向",
+                    "relation": "[去向.s1I]"
+                }
+            ],
+            "in_modalities": [
+                "文本"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "文本"
+            ],
+            "modality_signature": "文本 → 文本",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 280,
+                    "category_path": "/理念/事件/社会事件/人物故事/趣闻轶事",
+                    "element": null,
+                    "rationale": "故事选题指向具体故事内容,树中最接近的是人物故事与趣闻类叙事对象。"
+                },
+                {
+                    "category_id": 9591,
+                    "category_path": "/理念/知识/思想/概念范畴/认知思辨/概念构想",
+                    "element": null,
+                    "rationale": "创意方向本质上是抽象设想与创意构想,适合落在概念构想。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 4531,
+                    "category_path": "/架构/叙事/叙事技法/戏剧张力/反转/逻辑反转",
+                    "element": null,
+                    "rationale": "反转设计直接对应叙事中的反转手法,逻辑反转是最贴近的具体类型。"
+                },
+                {
+                    "category_id": 139,
+                    "category_path": "/架构/叙事",
+                    "element": null,
+                    "rationale": "叙事结构属于整体叙述组织策略,适合挂在叙事总类下。"
+                }
+            ],
+            "suggest_apply_to": "/架构/叙事/叙事技法/戏剧张力/反转/故事反转",
+            "body": "让AI根据要求生成故事选题方向,提供5个有反转的趣味创意方向",
+            "effects": [
+                {
+                    "statement": "实现多个可选故事创意方向的生成",
+                    "criteria": "生成至少5个不同的故事创意,每个创意包含反转元素和趣味性",
+                    "judge_method": "llm",
+                    "negative_examples": [
+                        "生成的创意少于5个",
+                        "创意缺乏反转元素",
+                        "创意之间重复雷同"
+                    ]
+                }
+            ],
+            "tools": [
+                "AI对话工具"
+            ],
+            "control_target": [
+                "故事创意",
+                "反转设计"
+            ],
+            "artifact_type": "结构化提示词",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s1"
+            },
+            "is_alternative_to": [],
+            "case_title": "真人模式解禁!LibTV & Seedance2.0 AI 短剧保姆级教程,5分钟上手!",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzI3NzkxNzM2NQ==&idx=1&mid=2247490074&sn=50765c9d9d31c4fdf2e5dbd6c8d63ce5"
+        },
+        {
+            "case_index": 3,
+            "fragment_id": "f_s1_1",
+            "action": "扩展",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "文本",
+                    "description": "选定的故事创意",
+                    "relation": "[来源.s1O]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "文本",
+                    "description": "逻辑清晰剧情完整的故事剧本",
+                    "relation": "[去向.s2I]"
+                }
+            ],
+            "in_modalities": [
+                "文本"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "文本"
+            ],
+            "modality_signature": "文本 → 文本",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 280,
+                    "category_path": "/理念/事件/社会事件/人物故事/趣闻轶事",
+                    "element": null,
+                    "rationale": "故事剧情对应具体故事事件内容,现有树中以人物故事与趣闻轶事最为接近。"
+                },
+                {
+                    "category_id": 1608,
+                    "category_path": "/理念/知识/思想/概念范畴/时间过程",
+                    "element": null,
+                    "rationale": "情节发展强调事件推进过程,符合时间过程这一动态变化概念。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 139,
+                    "category_path": "/架构/叙事",
+                    "element": null,
+                    "rationale": "叙事结构属于叙事层面的整体组织方式。"
+                },
+                {
+                    "category_id": 878,
+                    "category_path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制",
+                    "element": null,
+                    "rationale": "节奏对应内容推进快慢与切换控制,最接近节奏控制。"
+                }
+            ],
+            "suggest_apply_to": "/架构/叙事/叙事组织/脉络铺排/结构编排/剧情节奏",
+            "body": "选择满意的选题后,继续对话让AI将创意展开成逻辑清晰剧情完整的故事",
+            "effects": [
+                {
+                    "statement": "实现从创意到完整剧本的扩展",
+                    "criteria": "生成的故事具有完整的起承转合,逻辑连贯,情节展开充分",
+                    "judge_method": "llm",
+                    "negative_examples": [
+                        "故事情节跳跃不连贯",
+                        "缺少关键情节环节",
+                        "逻辑矛盾"
+                    ]
+                }
+            ],
+            "tools": [
+                "AI对话工具"
+            ],
+            "control_target": [
+                "故事逻辑",
+                "剧情完整性"
+            ],
+            "artifact_type": "正向提示词",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s1"
+            },
+            "is_alternative_to": [],
+            "case_title": "真人模式解禁!LibTV & Seedance2.0 AI 短剧保姆级教程,5分钟上手!",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzI3NzkxNzM2NQ==&idx=1&mid=2247490074&sn=50765c9d9d31c4fdf2e5dbd6c8d63ce5"
+        },
+        {
+            "case_index": 3,
+            "fragment_id": "f_s1_2",
+            "action": "改写",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "文本",
+                    "description": "初版故事剧本",
+                    "relation": "[来源.s1O]"
+                },
+                {
+                    "modality": "文本",
+                    "description": "修改要求(加反转、调节奏等)",
+                    "relation": "[来源.原始输入]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "文本",
+                    "description": "修改后的故事剧本",
+                    "relation": "[去向.s2I]"
+                }
+            ],
+            "in_modalities": [
+                "文本"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "文本"
+            ],
+            "modality_signature": "文本 → 文本",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 1608,
+                    "category_path": "/理念/知识/思想/概念范畴/时间过程",
+                    "element": null,
+                    "rationale": "情节节奏强调情节推进中的时间快慢关系,可归入时间过程。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 4531,
+                    "category_path": "/架构/叙事/叙事技法/戏剧张力/反转/逻辑反转",
+                    "element": null,
+                    "rationale": "故事反转最贴近叙事中的逻辑反转手法。"
+                },
+                {
+                    "category_id": 878,
+                    "category_path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制",
+                    "element": null,
+                    "rationale": "叙事节奏在现有形式树中与节奏控制最接近。"
+                }
+            ],
+            "suggest_apply_to": "/架构/叙事/叙事技法/戏剧张力/反转/故事反转",
+            "body": "不满意随时修改,加反转、调节奏,直到满意为止",
+            "effects": [
+                {
+                    "statement": "实现剧本按需求迭代优化",
+                    "criteria": "剧本根据用户反馈进行调整,反转更明显或节奏更合理",
+                    "judge_method": "llm",
+                    "negative_examples": [
+                        "修改后未体现用户要求",
+                        "修改破坏了原有逻辑"
+                    ]
+                }
+            ],
+            "tools": [
+                "AI对话工具"
+            ],
+            "control_target": [
+                "故事节奏",
+                "反转设计"
+            ],
+            "artifact_type": "正向提示词",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s1"
+            },
+            "is_alternative_to": [],
+            "case_title": "真人模式解禁!LibTV & Seedance2.0 AI 短剧保姆级教程,5分钟上手!",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzI3NzkxNzM2NQ==&idx=1&mid=2247490074&sn=50765c9d9d31c4fdf2e5dbd6c8d63ce5"
+        },
+        {
+            "case_index": 3,
+            "fragment_id": "f_s2_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "文本",
+                    "description": "故事剧本内容",
+                    "relation": "[来源.s1O]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "文本",
+                    "description": "场景的AI绘画提示词",
+                    "relation": "[去向.s2I]"
+                }
+            ],
+            "in_modalities": [
+                "文本"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "文本"
+            ],
+            "modality_signature": "文本 → 文本",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 1281,
+                    "category_path": "/表象/视觉/空间/空间场所/生活场景/居家空间/场景描述",
+                    "element": null,
+                    "rationale": "场景对应空间场所的描述性内容,场景描述是最直接映射。"
+                },
+                {
+                    "category_id": 20791,
+                    "category_path": "/表象/视觉/画面/后期/情绪意境/场景氛围",
+                    "element": null,
+                    "rationale": "环境氛围直接对应场景整体氛围感受。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 1816,
+                    "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/构图方式/动态叙事",
+                    "element": null,
+                    "rationale": "场景构成涉及画面空间布局与组织,现有树中动态叙事构图最接近场景组织形式。"
+                },
+                {
+                    "category_id": 1435,
+                    "category_path": "/架构/创意/创意表现",
+                    "element": null,
+                    "rationale": "氛围营造属于整体审美与表现策略,适合落在创意表现这一较粗形式类。"
+                }
+            ],
+            "suggest_apply_to": "/表象/视觉/空间/空间场所/生活场景/场景氛围",
+            "body": "基于剧本让AI生成场景(废弃医院地下室、监控室)的AI绘画提示词",
+            "effects": [
+                {
+                    "statement": "实现场景描述到绘画提示词的转换",
+                    "criteria": "生成的提示词能准确描述剧本中的场景特征和氛围",
+                    "judge_method": "llm",
+                    "negative_examples": [
+                        "提示词与剧本场景不符",
+                        "缺少关键场景元素描述"
+                    ]
+                }
+            ],
+            "tools": [
+                "AI对话工具"
+            ],
+            "control_target": [
+                "场景",
+                "氛围"
+            ],
+            "artifact_type": "正向提示词",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s2"
+            },
+            "is_alternative_to": [],
+            "case_title": "真人模式解禁!LibTV & Seedance2.0 AI 短剧保姆级教程,5分钟上手!",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzI3NzkxNzM2NQ==&idx=1&mid=2247490074&sn=50765c9d9d31c4fdf2e5dbd6c8d63ce5"
+        },
+        {
+            "case_index": 3,
+            "fragment_id": "f_s2_1",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "文本",
+                    "description": "场景的AI绘画提示词",
+                    "relation": "[来源.s2O]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "图片",
+                    "description": "场景图",
+                    "relation": "[去向.s3I]"
+                }
+            ],
+            "in_modalities": [
+                "文本"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "图片"
+            ],
+            "modality_signature": "文本 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 1281,
+                    "category_path": "/表象/视觉/空间/空间场所/生活场景/居家空间/场景描述",
+                    "element": null,
+                    "rationale": "场景与环境都指向空间场所本身,场景描述是最贴近的实质节点。"
+                },
+                {
+                    "category_id": 20791,
+                    "category_path": "/表象/视觉/画面/后期/情绪意境/场景氛围",
+                    "element": null,
+                    "rationale": "环境往往连带整体气氛感受,场景氛围可承接这类语义。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 1816,
+                    "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/构图方式/动态叙事",
+                    "element": null,
+                    "rationale": "场景构成主要体现为空间与画面组织方式。"
+                },
+                {
+                    "category_id": 1435,
+                    "category_path": "/架构/创意/创意表现",
+                    "element": null,
+                    "rationale": "氛围与光线都偏向整体表现风格和审美处理,适合归入创意表现。"
+                }
+            ],
+            "suggest_apply_to": "/表象/视觉/空间/空间场所/生活场景/环境氛围",
+            "body": "使用AI绘画提示词生成场景图",
+            "effects": [
+                {
+                    "statement": "实现符合剧本要求的场景图生成",
+                    "criteria": "生成的场景图氛围感强,符合废弃医院地下室或监控室的视觉特征",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "场景氛围不符合剧本设定",
+                        "场景元素缺失或错误"
+                    ]
+                }
+            ],
+            "tools": [
+                "LibTV"
+            ],
+            "control_target": [
+                "场景",
+                "氛围"
+            ],
+            "artifact_type": "场景参考图",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s2"
+            },
+            "is_alternative_to": [],
+            "case_title": "真人模式解禁!LibTV & Seedance2.0 AI 短剧保姆级教程,5分钟上手!",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzI3NzkxNzM2NQ==&idx=1&mid=2247490074&sn=50765c9d9d31c4fdf2e5dbd6c8d63ce5"
+        },
+        {
+            "case_index": 3,
+            "fragment_id": "f_s2_2",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "图片",
+                    "description": "上传的真人照片",
+                    "relation": "[来源.原始输入]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "图片",
+                    "description": "角色三视图",
+                    "relation": "[去向.s2I]"
+                }
+            ],
+            "in_modalities": [
+                "图片"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "图片"
+            ],
+            "modality_signature": "图片 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 1615,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                    "element": null,
+                    "rationale": "角色直接对应故事中的人物角色设定。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 1076,
+                    "category_path": "/呈现/视觉/视觉画面/形象塑造/造型装扮/创意造型",
+                    "element": null,
+                    "rationale": "角色造型属于人物外观与装扮层面的造型处理。"
+                }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/角色造型",
+            "body": "上传真人图片生成角色三视图",
+            "effects": [
+                {
+                    "statement": "实现角色多角度视图的生成",
+                    "criteria": "生成的三视图保持角色身份一致性,包含正面、侧面、背面等多个角度",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "不同视图的角色特征不一致",
+                        "缺少关键视图角度"
+                    ]
+                }
+            ],
+            "tools": [
+                "LibTV"
+            ],
+            "control_target": [
+                "身份一致性",
+                "角色形象"
+            ],
+            "artifact_type": "角色参考图",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s2"
+            },
+            "is_alternative_to": [],
+            "case_title": "真人模式解禁!LibTV & Seedance2.0 AI 短剧保姆级教程,5分钟上手!",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzI3NzkxNzM2NQ==&idx=1&mid=2247490074&sn=50765c9d9d31c4fdf2e5dbd6c8d63ce5"
+        },
+        {
+            "case_index": 3,
+            "fragment_id": "f_s3_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "图片",
+                    "description": "角色参考图",
+                    "relation": "[来源.s2O]"
+                },
+                {
+                    "modality": "图片",
+                    "description": "场景参考图",
+                    "relation": "[来源.s2O]"
+                },
+                {
+                    "modality": "文本",
+                    "description": "风格、角色、场景描述和剧本内容",
+                    "relation": "[来源.s1O]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "视频",
+                    "description": "单段剧情视频(15秒内)",
+                    "relation": "[去向.s4I]"
+                }
+            ],
+            "in_modalities": [
+                "图片",
+                "文本"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "视频"
+            ],
+            "modality_signature": "图片+文本 → 视频",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 1615,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                    "element": null,
+                    "rationale": "角色对应叙事中的人物角色设定。"
+                },
+                {
+                    "category_id": 1281,
+                    "category_path": "/表象/视觉/空间/空间场所/生活场景/居家空间/场景描述",
+                    "element": null,
+                    "rationale": "场景对应空间场所的描述内容。"
+                },
+                {
+                    "category_id": 280,
+                    "category_path": "/理念/事件/社会事件/人物故事/趣闻轶事",
+                    "element": null,
+                    "rationale": "剧情对应故事事件内容,现有树中人物故事类最接近。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 1816,
+                    "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/构图方式/动态叙事",
+                    "element": null,
+                    "rationale": "镜头与叙事镜头组织最接近动态叙事构图方式。"
+                },
+                {
+                    "category_id": 1473,
+                    "category_path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态/创意动作",
+                    "element": null,
+                    "rationale": "动作直接对应人物动作姿态的呈现形式。"
+                },
+                {
+                    "category_id": 139,
+                    "category_path": "/架构/叙事",
+                    "element": null,
+                    "rationale": "叙事属于整体内容组织和讲述方式。"
+                }
+            ],
+            "suggest_apply_to": "/架构/叙事/叙事演绎/角色场景剧情",
+            "body": "将角色和场景图片关联到Seedance 2.0视频模型;提示词中交代风格、角色、场景,复制剧本内容(单段控制在15秒内);根据剧情替换角色和场景参考图;提示词中加上不要字幕、不要背景音乐",
+            "effects": [
+                {
+                    "statement": "实现基于角色和场景的剧情视频生成",
+                    "criteria": "生成的视频时长在15秒内,角色和场景与参考图一致,剧情内容符合提示词描述,无字幕和背景音乐",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "视频时长超过15秒",
+                        "角色或场景与参考图不符",
+                        "包含字幕或背景音乐"
+                    ]
+                },
+                {
+                    "statement": "实现角色身份在视频中的一致性保持",
+                    "criteria": "视频中的角色外观特征与参考图保持一致",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "角色外观在视频中发生变化",
+                        "角色特征与参考图明显不符"
+                    ]
+                }
+            ],
+            "tools": [
+                "LibTV",
+                "Seedance 2.0"
+            ],
+            "control_target": [
+                "身份一致性",
+                "场景",
+                "剧情内容"
+            ],
+            "artifact_type": "",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s3"
+            },
+            "is_alternative_to": [],
+            "case_title": "真人模式解禁!LibTV & Seedance2.0 AI 短剧保姆级教程,5分钟上手!",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzI3NzkxNzM2NQ==&idx=1&mid=2247490074&sn=50765c9d9d31c4fdf2e5dbd6c8d63ce5"
+        },
+        {
+            "case_index": 3,
+            "fragment_id": "f_s3_1",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "音频",
+                    "description": "参考音频",
+                    "relation": "[来源.原始输入]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "音频",
+                    "description": "复刻的角色配音",
+                    "relation": "[去向.s3O]"
+                }
+            ],
+            "in_modalities": [
+                "音频"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "音频"
+            ],
+            "modality_signature": "音频 → 音频",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 1615,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                    "element": null,
+                    "rationale": "角色声音本质上服务于叙事中的角色设定与角色塑造。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 2012,
+                    "category_path": "/呈现/听觉/语音/表达形式/风格化解说/叙事手法",
+                    "element": null,
+                    "rationale": "音色属于语音呈现层面的表达方式,树中最接近的是语音的风格化表达手法。"
+                }
+            ],
+            "suggest_apply_to": "/呈现/听觉/语音/角色塑造/角色音色",
+            "body": "上传参考音频让Seedance 2.0复刻音色",
+            "effects": [
+                {
+                    "statement": "实现角色配音音色的一致性",
+                    "criteria": "生成的配音音色与参考音频相似,角色说话时音色保持一致",
+                    "judge_method": "human",
+                    "negative_examples": [
+                        "配音音色与参考音频差异明显",
+                        "同一角色在不同片段音色不一致"
+                    ]
+                }
+            ],
+            "tools": [
+                "Seedance 2.0"
+            ],
+            "control_target": [
+                "音色"
+            ],
+            "artifact_type": "",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s3"
+            },
+            "is_alternative_to": [
+                "f_s3_2"
+            ],
+            "case_title": "真人模式解禁!LibTV & Seedance2.0 AI 短剧保姆级教程,5分钟上手!",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzI3NzkxNzM2NQ==&idx=1&mid=2247490074&sn=50765c9d9d31c4fdf2e5dbd6c8d63ce5"
+        },
+        {
+            "case_index": 3,
+            "fragment_id": "f_s4_0",
+            "action": "剪辑",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "视频",
+                    "description": "所有视频片段",
+                    "relation": "[来源.s3O]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "视频",
+                    "description": "完整短剧成片",
+                    "relation": "[去向.最终成品]"
+                }
+            ],
+            "in_modalities": [
+                "视频"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "视频"
+            ],
+            "modality_signature": "视频 → 视频",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 1615,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                    "element": null,
+                    "rationale": "完整故事通常围绕角色展开,树中最接近故事承载对象的是叙事角色。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 139,
+                    "category_path": "/架构/叙事",
+                    "element": null,
+                    "rationale": "完整故事直接对应整体叙事组织,是最贴近的形式主路径。"
+                },
+                {
+                    "category_id": 878,
+                    "category_path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制",
+                    "element": null,
+                    "rationale": "叙事节奏与转场都属于剪辑层面的节奏控制与组接处理。"
+                },
+                {
+                    "category_id": 1953,
+                    "category_path": "/呈现/听觉/配乐/节奏特征",
+                    "element": null,
+                    "rationale": "配乐是该故事呈现中的独立形式维度,树中有直接对应的听觉节奏特征节点。"
+                }
+            ],
+            "suggest_apply_to": "/架构/叙事/叙事组织/完整故事/节奏转场",
+            "body": "将所有视频片段导入剪辑工具,添加背景乐、字幕等元素,调整细节",
+            "effects": [
+                {
+                    "statement": "实现多个视频片段的连贯组合",
+                    "criteria": "所有片段按剧情顺序拼接,转场自然,整体叙事流畅",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "片段顺序错乱",
+                        "转场生硬",
+                        "叙事不连贯"
+                    ]
+                },
+                {
+                    "statement": "实现视频的完整性增强",
+                    "criteria": "成片包含背景音乐、字幕等必要元素,观感完整",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "缺少背景音乐",
+                        "缺少字幕",
+                        "音画不同步"
+                    ]
+                }
+            ],
+            "tools": [
+                "剪辑工具"
+            ],
+            "control_target": [
+                "叙事连贯性",
+                "观感完整性"
+            ],
+            "artifact_type": "",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s4"
+            },
+            "is_alternative_to": [],
+            "case_title": "真人模式解禁!LibTV & Seedance2.0 AI 短剧保姆级教程,5分钟上手!",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzI3NzkxNzM2NQ==&idx=1&mid=2247490074&sn=50765c9d9d31c4fdf2e5dbd6c8d63ce5"
+        },
+        {
+            "case_index": 4,
+            "fragment_id": "f_s1_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "文本",
+                    "description": "生成指令",
+                    "relation": "[来源.原始输入]"
+                },
+                {
+                    "modality": "参数",
+                    "description": "参数配置",
+                    "relation": "[来源.原始输入]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "图片",
+                    "description": "角色参考图",
+                    "relation": "[去向.s3I]"
+                }
+            ],
+            "in_modalities": [
+                "文本"
+            ],
+            "in_config_modalities": [
+                "参数"
+            ],
+            "out_modalities": [
+                "图片"
+            ],
+            "modality_signature": "文本 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 12871,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/身份特征/角色设定",
+                    "element": null,
+                    "rationale": "港风少女角色设定的核心是人物角色身份与设定。"
+                },
+                {
+                    "category_id": 15471,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/造型装扮/风格造型",
+                    "element": null,
+                    "rationale": "港风少女同时包含鲜明的时代与文化风格造型特征。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 1058,
+                    "category_path": "/呈现/视觉/视觉制作/实景拍摄",
+                    "element": null,
+                    "rationale": "白底棚拍属于真实摄影取材下的拍摄呈现方式。"
+                },
+                {
+                    "category_id": 20052,
+                    "category_path": "/呈现/视觉/视觉风格/视觉氛围风格/怀旧复古/技术呈现/胶片色调",
+                    "element": null,
+                    "rationale": "复古胶片感直接对应胶片色调式的怀旧技术呈现。"
+                },
+                {
+                    "category_id": 20056,
+                    "category_path": "/呈现/视觉/视觉风格/视觉氛围风格/怀旧复古/技术呈现/老照片风格",
+                    "element": null,
+                    "rationale": "港风复古视觉常伴随旧时代照片式的整体年代感。"
+                }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/人物/个体/形象呈现/身份特征/角色设定/港风少女",
+            "body": "少女角色普通版提示词:亚洲甜美清纯少女、双马尾、夏天碎花短睡裙、邵氏电影风、90年代港片写实、四视图一致、白底16:9、高细节复古质感。",
+            "effects": [
+                {
+                    "statement": "实现少女角色多视图一致设定",
+                    "criteria": "同一张图内包含特写、正视全身、右侧全身、后视全身,且发型面容服装体型保持一致",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "四个视图人物不是同一外观",
+                        "缺少任一视图或出现裁切"
+                    ]
+                }
+            ],
+            "tools": [
+                "gpt-image2",
+                "豆包",
+                "gemini",
+                "Nano Banana2",
+                "即梦"
+            ],
+            "control_target": [
+                "主体",
+                "身份一致性",
+                "姿势",
+                "构图",
+                "光线",
+                "质感"
+            ],
+            "artifact_type": "角色参考图",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s1"
+            },
+            "is_alternative_to": [
+                "f_s1_1"
+            ],
+            "case_title": "偷摸发财!全流程拆解百万播放爆款邵氏猫咪与纯欲少女系列狂揽12万粉,小白也可以完美复刻AI视频",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=Mzg2NjI1MjU1OA==&idx=1&mid=2247506322&sn=3188aa504cacade2888ed34f00ad08e8"
+        },
+        {
+            "case_index": 4,
+            "fragment_id": "f_s1_1",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "文本",
+                    "description": "生成指令",
+                    "relation": "[来源.原始输入]"
+                },
+                {
+                    "modality": "参数",
+                    "description": "参数配置",
+                    "relation": "[来源.原始输入]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "图片",
+                    "description": "角色参考图",
+                    "relation": "[去向.s3I]"
+                }
+            ],
+            "in_modalities": [
+                "文本"
+            ],
+            "in_config_modalities": [
+                "参数"
+            ],
+            "out_modalities": [
+                "图片"
+            ],
+            "modality_signature": "文本 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 12871,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/身份特征/角色设定",
+                    "element": null,
+                    "rationale": "港风少女角色设定本质上是对人物身份与角色属性的定义。"
+                },
+                {
+                    "category_id": 15471,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/造型装扮/风格造型",
+                    "element": null,
+                    "rationale": "港风少女也体现为特定风格化外观造型。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 19152,
+                    "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/构图方式/人物布局/人物姿态",
+                    "element": null,
+                    "rationale": "体态定向控制主要落在人物姿态作为构图与呈现重点。"
+                },
+                {
+                    "category_id": 386,
+                    "category_path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态",
+                    "element": null,
+                    "rationale": "体态控制属于人物动作姿态层面的形象塑造。"
+                },
+                {
+                    "category_id": 1814,
+                    "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/构图方式/人物布局",
+                    "element": null,
+                    "rationale": "四视图角色板更接近围绕人物展开的版式与布局组织。"
+                }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/人物/个体/形象呈现/身份特征/角色设定/港风少女",
+            "body": "少女角色有肉感版提示词:在普通版基础上增加上半身有肉感与腿部线条描述,其余四视图一致、白底、16:9等约束不变。",
+            "effects": [
+                {
+                    "statement": "实现少女体态特征的定向调整",
+                    "criteria": "整体仍保持清纯港风前提下,上半身与腿部体态符合设定且四视图一致",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "体态特征与设定不符",
+                        "风格偏离港片写实"
+                    ]
+                }
+            ],
+            "tools": [
+                "Nano Banana2",
+                "gpt-image2",
+                "gemini"
+            ],
+            "control_target": [
+                "主体",
+                "姿势",
+                "质感"
+            ],
+            "artifact_type": "角色参考图",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s1"
+            },
+            "is_alternative_to": [
+                "f_s1_0"
+            ],
+            "case_title": "偷摸发财!全流程拆解百万播放爆款邵氏猫咪与纯欲少女系列狂揽12万粉,小白也可以完美复刻AI视频",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=Mzg2NjI1MjU1OA==&idx=1&mid=2247506322&sn=3188aa504cacade2888ed34f00ad08e8"
+        },
+        {
+            "case_index": 4,
+            "fragment_id": "f_s1_2",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "文本",
+                    "description": "生成指令",
+                    "relation": "[来源.原始输入]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "图片",
+                    "description": "角色参考图",
+                    "relation": "[去向.s3I]"
+                }
+            ],
+            "in_modalities": [
+                "文本"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "图片"
+            ],
+            "modality_signature": "文本 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 10971,
+                    "category_path": "/表象/视觉/实体/动物/虚拟角色/拟人卡通",
+                    "element": null,
+                    "rationale": "拟人化橘猫角色设定直接属于拟人化动物虚拟角色。"
+                },
+                {
+                    "category_id": 12871,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/身份特征/角色设定",
+                    "element": null,
+                    "rationale": "作为角色设定,其内容也涉及角色身份与人设定义。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 1999,
+                    "category_path": "/呈现/视觉/视觉风格/视觉艺术风格/影视风格/电影风格",
+                    "element": null,
+                    "rationale": "复古电影风直接对应电影化视觉艺术风格。"
+                },
+                {
+                    "category_id": 204,
+                    "category_path": "/呈现/视觉/视觉风格/视觉氛围风格/怀旧复古",
+                    "element": null,
+                    "rationale": "复古电影风同时体现怀旧复古的整体氛围。"
+                },
+                {
+                    "category_id": 1814,
+                    "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/构图方式/人物布局",
+                    "element": null,
+                    "rationale": "白底单体角色图主要是围绕单一主体的人物式布局呈现。"
+                }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/动物/虚拟角色/拟人卡通/橘猫角色",
+            "body": "橘猫角色提示词:生成橘猫,表情贱、无辜、嘴硬,白色背景,邵氏电影风格。",
+            "effects": [
+                {
+                    "statement": "实现猫角色表情与风格定型",
+                    "criteria": "猫的神态同时体现无辜与嘴硬感,整体画面具备复古邵氏风",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "猫表情普通无戏剧感",
+                        "背景或风格不符合设定"
+                    ]
+                }
+            ],
+            "tools": [
+                "gpt-image2",
+                "豆包",
+                "gemini",
+                "即梦"
+            ],
+            "control_target": [
+                "主体",
+                "场景",
+                "质感"
+            ],
+            "artifact_type": "角色参考图",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s1"
+            },
+            "is_alternative_to": [],
+            "case_title": "偷摸发财!全流程拆解百万播放爆款邵氏猫咪与纯欲少女系列狂揽12万粉,小白也可以完美复刻AI视频",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=Mzg2NjI1MjU1OA==&idx=1&mid=2247506322&sn=3188aa504cacade2888ed34f00ad08e8"
+        },
+        {
+            "case_index": 4,
+            "fragment_id": "f_s2_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "文本",
+                    "description": "生成指令",
+                    "relation": "[来源.原始输入]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "文本",
+                    "description": "编辑指令",
+                    "relation": "[去向.s3I]"
+                }
+            ],
+            "in_modalities": [
+                "文本"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "文本"
+            ],
+            "modality_signature": "文本 → 文本",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 1194,
+                    "category_path": "/表象/视觉/行为/人际互动/关系行为/冲突对抗",
+                    "element": null,
+                    "rationale": "猫与少女对峙剧情的核心是双方之间的冲突对抗关系。"
+                },
+                {
+                    "category_id": 21651,
+                    "category_path": "/表象/视觉/实体/动物/宠物/宠物猫",
+                    "element": null,
+                    "rationale": "剧情中的一方主体明确是猫。"
+                },
+                {
+                    "category_id": 976,
+                    "category_path": "/表象/视觉/实体/人物/个体/身份角色",
+                    "element": null,
+                    "rationale": "剧情中的另一方主体是具有人物身份的少女。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 878,
+                    "category_path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制",
+                    "element": null,
+                    "rationale": "15秒短剧节奏主要体现为剪辑速度和节奏控制。"
+                },
+                {
+                    "category_id": 2251,
+                    "category_path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制/节奏概念",
+                    "element": null,
+                    "rationale": "短时长短剧强调整体节奏概念与节拍安排。"
+                },
+                {
+                    "category_id": 4174,
+                    "category_path": "/架构/叙事/叙事技法/戏剧张力/冲突/情节冲突",
+                    "element": null,
+                    "rationale": "对峙剧情通常通过情节冲突来组织时间轴分镜。"
+                }
+            ],
+            "suggest_apply_to": "/表象/视觉/行为/人际互动/关系行为/冲突对抗/猫少女对峙",
+            "body": "直接向模型描述目标:邵氏风格、猫与少女搞笑冲突、15秒时长、前3秒强钩子、正经到胡说再反转,输出带时间轴分镜与台词音效。",
+            "effects": [
+                {
+                    "statement": "实现可直接投喂视频模型的短视频分镜脚本",
+                    "criteria": "脚本含明确时间段、镜头动作、对白与音效,并覆盖开场冲突与结尾反转",
+                    "judge_method": "llm",
+                    "negative_examples": [
+                        "只有剧情梗概没有分镜时间轴",
+                        "缺少音效或台词层"
+                    ]
+                }
+            ],
+            "tools": [
+                "gpt-image2"
+            ],
+            "control_target": [
+                "场景",
+                "构图",
+                "节奏"
+            ],
+            "artifact_type": "结构化提示词",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s2"
+            },
+            "is_alternative_to": [
+                "f_s2_1"
+            ],
+            "case_title": "偷摸发财!全流程拆解百万播放爆款邵氏猫咪与纯欲少女系列狂揽12万粉,小白也可以完美复刻AI视频",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=Mzg2NjI1MjU1OA==&idx=1&mid=2247506322&sn=3188aa504cacade2888ed34f00ad08e8"
+        },
+        {
+            "case_index": 4,
+            "fragment_id": "f_s2_1",
+            "action": "改写",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "文本",
+                    "description": "参考素材",
+                    "relation": "[来源.原始输入]"
+                },
+                {
+                    "modality": "文本",
+                    "description": "约束条件",
+                    "relation": "[来源.原始输入]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "文本",
+                    "description": "编辑指令",
+                    "relation": "[去向.s3I]"
+                }
+            ],
+            "in_modalities": [
+                "文本"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "文本"
+            ],
+            "modality_signature": "文本 → 文本",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 3016,
+                    "category_path": "/表象/视觉/行为/表演行为/综艺表演/喜剧表演/情景剧",
+                    "element": null,
+                    "rationale": "爆款短剧剧情改编最接近具体场景化短剧表演内容。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 1028,
+                    "category_path": "/架构/叙事/叙事组织/角色书写",
+                    "element": null,
+                    "rationale": "剧情改编中的分段对白常服务于角色表达与叙事组织。"
+                },
+                {
+                    "category_id": 878,
+                    "category_path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制",
+                    "element": null,
+                    "rationale": "镜头推拉与停顿设计主要体现为镜头节奏控制。"
+                },
+                {
+                    "category_id": 2251,
+                    "category_path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制/节奏概念",
+                    "element": null,
+                    "rationale": "停顿设计属于对整体节奏概念的具体调度。"
+                }
+            ],
+            "suggest_apply_to": "/架构/叙事/叙事组织/短剧改编",
+            "body": "先提取爆款视频文案与时长,再让模型分析并仿写同风格分镜;示例给出gemini版总设定与5段镜头脚本。",
+            "effects": [
+                {
+                    "statement": "实现对爆款结构的同型迁移",
+                    "criteria": "新脚本保留爆款的冲突起手、对峙推进与反转收束,同时替换为当前剧情内容",
+                    "judge_method": "llm",
+                    "negative_examples": [
+                        "仅复述原文案未形成新分镜",
+                        "节奏结构与爆款模式脱节"
+                    ]
+                }
+            ],
+            "tools": [
+                "gemini",
+                "豆包"
+            ],
+            "control_target": [
+                "节奏",
+                "构图",
+                "场景"
+            ],
+            "artifact_type": "结构化提示词",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s2"
+            },
+            "is_alternative_to": [
+                "f_s2_0"
+            ],
+            "case_title": "偷摸发财!全流程拆解百万播放爆款邵氏猫咪与纯欲少女系列狂揽12万粉,小白也可以完美复刻AI视频",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=Mzg2NjI1MjU1OA==&idx=1&mid=2247506322&sn=3188aa504cacade2888ed34f00ad08e8"
+        },
+        {
+            "case_index": 4,
+            "fragment_id": "f_s3_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "文本",
+                    "description": "编辑指令",
+                    "relation": "[来源.s2O]"
+                },
+                {
+                    "modality": "图片",
+                    "description": "参考素材",
+                    "relation": "[来源.s1O]"
+                },
+                {
+                    "modality": "图片",
+                    "description": "参考素材",
+                    "relation": "[来源.用户上传]"
+                },
+                {
+                    "modality": "模型",
+                    "description": "模型资源",
+                    "relation": "[来源.外部资源]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "视频",
+                    "description": "成品",
+                    "relation": "[去向.最终成品]"
+                }
+            ],
+            "in_modalities": [
+                "文本",
+                "图片"
+            ],
+            "in_config_modalities": [
+                "模型"
+            ],
+            "out_modalities": [
+                "视频"
+            ],
+            "modality_signature": "文本+图片 → 视频",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 1194,
+                    "category_path": "/表象/视觉/行为/人际互动/关系行为/冲突对抗",
+                    "element": null,
+                    "rationale": "猫与少女冲突短剧的核心内容是人物与动物之间的对抗情境。"
+                },
+                {
+                    "category_id": 21651,
+                    "category_path": "/表象/视觉/实体/动物/宠物/宠物猫",
+                    "element": null,
+                    "rationale": "冲突短剧中的关键主体之一是猫。"
+                },
+                {
+                    "category_id": 976,
+                    "category_path": "/表象/视觉/实体/人物/个体/身份角色",
+                    "element": null,
+                    "rationale": "另一关键主体是具备角色身份的少女。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 20051,
+                    "category_path": "/呈现/视觉/视觉风格/视觉氛围风格/怀旧复古/技术呈现/复古色调",
+                    "element": null,
+                    "rationale": "邵氏复古影调首先体现为明显的复古色调处理。"
+                },
+                {
+                    "category_id": 1999,
+                    "category_path": "/呈现/视觉/视觉风格/视觉艺术风格/影视风格/电影风格",
+                    "element": null,
+                    "rationale": "邵氏影调属于电影化视觉风格范畴。"
+                },
+                {
+                    "category_id": 878,
+                    "category_path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制",
+                    "element": null,
+                    "rationale": "快节奏推拉镜头主要落在镜头切换与节奏控制。"
+                }
+            ],
+            "suggest_apply_to": "/表象/视觉/行为/人际互动/关系行为/冲突对抗/猫少女短剧植入",
+            "body": "在即梦中选择seedance2.0,粘贴分镜脚本并在对应段落引用少女角色图、猫角色图和客户产品图后提交生成视频。",
+            "effects": [
+                {
+                    "statement": "实现角色与产品共同入镜的视频生成",
+                    "criteria": "成片中可识别少女与猫的既定形象,并出现产品相关镜头且剧情按分镜推进",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "角色外观漂移明显",
+                        "产品未出现或出现位置错误"
+                    ]
+                }
+            ],
+            "tools": [
+                "即梦",
+                "seedance2.0"
+            ],
+            "control_target": [
+                "主体",
+                "身份一致性",
+                "场景",
+                "构图"
+            ],
+            "artifact_type": "静态图",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s3"
+            },
+            "is_alternative_to": [],
+            "case_title": "偷摸发财!全流程拆解百万播放爆款邵氏猫咪与纯欲少女系列狂揽12万粉,小白也可以完美复刻AI视频",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=Mzg2NjI1MjU1OA==&idx=1&mid=2247506322&sn=3188aa504cacade2888ed34f00ad08e8"
+        },
+        {
+            "case_index": 5,
+            "fragment_id": "f_s1_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "文本",
+                    "description": "生成三联面部特写组图的生成指令,包含构图、布光、背景、角度、一致性等详细要求",
+                    "relation": "[来源.原始输入]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "图片",
+                    "description": "同一人物三视角并排面部特写三联图,用于绕过Seedance真人人脸限制并保持人物一致性",
+                    "relation": "[去向.s2I]"
+                }
+            ],
+            "in_modalities": [
+                "文本"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "图片"
+            ],
+            "modality_signature": "文本 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 757,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/虚拟形象",
+                    "element": null,
+                    "rationale": "AI美女人物的核心对象是技术生成的虚拟人物形象。"
+                },
+                {
+                    "category_id": 21291,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/肖像类型/女性肖像",
+                    "element": null,
+                    "rationale": "美女人物明确指向女性主体肖像。"
+                },
+                {
+                    "category_id": 7371,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/身体特征/身体部位/面部",
+                    "element": null,
+                    "rationale": "多角度面部特写的内容核心落在人物面部。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 20332,
+                    "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/元素编排/组合关系/并列叠加",
+                    "element": null,
+                    "rationale": "三联并排构图对应多个画面并列排布的组合关系。"
+                },
+                {
+                    "category_id": 19336,
+                    "category_path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/光影质感/光影表现/光源特征/舞台光",
+                    "element": null,
+                    "rationale": "影棚布光属于受控光源塑造的布光方式,最接近舞台光类光源表现。"
+                },
+                {
+                    "category_id": 7076,
+                    "category_path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/光影质感/材质纹理/写实还原质感",
+                    "element": null,
+                    "rationale": "高清写实质感直接对应强调真实还原的画质与材质表现。"
+                }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/人物/个体/形象呈现/虚拟形象/女性肖像/面部特写",
+            "body": "在豆包中输入提示词,生成同一人物头部颈部三联并排面部特写,三图比例、构图、布光完全统一,用两条纤细等距竖线分隔,简约杂志排版风格。左侧正面直视镜头,中间左脸45°四分之三侧面,右侧右脸90°标准纯侧面。统一替换为高品质影棚质感灰色无缝纹理背景,带细腻摄影颗粒感,专业影棚布光,皮肤质感真实自然,人物面部特征与参考图完全一致,整体为高清写实影棚试镜照效果。",
+            "effects": [
+                {
+                    "statement": "实现同一人物多角度面部一致性呈现",
+                    "criteria": "三张图中人物脸部特征、发型、造型高度一致,可识别为同一人",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "三张图人物面部特征明显不同,无法判断为同一人"
+                    ]
+                },
+                {
+                    "statement": "实现绕过Seedance真人人脸检测限制的参考图准备",
+                    "criteria": "生成图为AI绘制风格,不触发平台真人人脸上传限制,可正常用于图生视频输入",
+                    "judge_method": "human",
+                    "negative_examples": [
+                        "上传后平台提示真人人脸限制,无法进行图生视频"
+                    ]
+                },
+                {
+                    "statement": "实现影棚质感高清写实人物图片",
+                    "criteria": "背景为灰色无缝纹理,布光柔和均匀,眼部细节清晰,皮肤质感自然无过度磨皮",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "背景杂乱有环境元素",
+                        "皮肤过度磨皮失真",
+                        "布光不均有明显曝光问题"
+                    ]
+                }
+            ],
+            "tools": [
+                "豆包"
+            ],
+            "control_target": [
+                "身份一致性",
+                "脸部特征",
+                "构图",
+                "光线",
+                "背景",
+                "画质"
+            ],
+            "artifact_type": "角色参考图",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s1"
+            },
+            "is_alternative_to": [],
+            "case_title": "3天涨万粉,用豆包一键生成美女热舞视频,附提示词合集~",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzY4NTIxMzI0NQ==&idx=1&mid=2247484433&sn=dc8b700e23a84a385ab98fe84902f7fa"
+        },
+        {
+            "case_index": 5,
+            "fragment_id": "f_s2_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "图片",
+                    "description": "人物三联面部特写参考图,作为图生视频的人物一致性参考素材",
+                    "relation": "[来源.s1O]"
+                },
+                {
+                    "modality": "文本",
+                    "description": "快节奏热舞动作提示词,描述舞蹈风格、动作细节、镜头设定、画质要求",
+                    "relation": "[来源.原始输入]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "视频",
+                    "description": "AI生成的美女快节奏热舞短视频,适配短视频平台传播",
+                    "relation": "[去向.最终成品]"
+                }
+            ],
+            "in_modalities": [
+                "图片",
+                "文本"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "视频"
+            ],
+            "modality_signature": "图片+文本 → 视频",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 1241,
+                    "category_path": "/表象/视觉/行为/表演行为/舞蹈",
+                    "element": null,
+                    "rationale": "美女热舞和多风格舞蹈动作的核心内容都是舞蹈表演。"
+                },
+                {
+                    "category_id": 7131,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/人群特征/女性形象",
+                    "element": null,
+                    "rationale": "AI美女热舞中的主体形象明确是女性人物。"
+                },
+                {
+                    "category_id": 3153,
+                    "category_path": "/表象/视觉/实体/物品/影像物品/生活影像/影像素材",
+                    "element": null,
+                    "rationale": "短视频内容可落在用于视频呈现的影像素材这一内容对象上。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 2851,
+                    "category_path": "/呈现/视觉/视觉制作/构图编排/版面设计/版面结构/载体类型/视频载体",
+                    "element": null,
+                    "rationale": "短视频内容首先对应以动态影像为核心的视频载体。"
+                },
+                {
+                    "category_id": 1476,
+                    "category_path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态/表演性动作/舞蹈表演",
+                    "element": null,
+                    "rationale": "全身动作连贯和多风格舞蹈动作都属于舞蹈表演的呈现方式。"
+                },
+                {
+                    "category_id": 7076,
+                    "category_path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/光影质感/材质纹理/写实还原质感",
+                    "element": null,
+                    "rationale": "高清写实画质最贴近写实还原质感这一画面处理方式。"
+                }
+            ],
+            "suggest_apply_to": "/表象/视觉/行为/表演行为/舞蹈/女性热舞/短视频",
+            "body": "将三联图输入Seedance图生视频,配合快节奏热舞提示词生成视频。10组提示词示例涵盖不同风格,均强调快节奏卡点、固定镜头、高清写实、动作连贯。例如第2组:清冷室内场景,高颜值女生,修身短款穿搭,极速卡点舞蹈,耸肩卡点、双手交叉开合,腰部快速左右扭动,交叉步律动,抬手撩发衔接扭腰,肢体舒展有力,节奏紧凑,镜头固定,全身动作流畅。",
+            "effects": [
+                {
+                    "statement": "实现快节奏卡点热舞视频生成",
+                    "criteria": "视频中人物舞蹈动作节奏明显快于普通AI生成舞蹈,具有卡点感,动作连贯不卡顿",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "视频中人物动作缓慢拖沓,无明显节奏感",
+                        "动作不连贯,出现明显跳帧或肢体扭曲"
+                    ]
+                },
+                {
+                    "statement": "实现人物身份一致性保持",
+                    "criteria": "视频中人物外貌与输入参考图人物特征基本一致,可识别为同一角色",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "视频中人物与参考图人物外貌差异明显,无法对应"
+                    ]
+                },
+                {
+                    "statement": "实现适配短视频平台的高清写实舞蹈内容",
+                    "criteria": "视频画质清晰,人物写实风格,场景背景符合提示词描述,整体具备短视频传播视觉吸引力",
+                    "judge_method": "human",
+                    "negative_examples": [
+                        "画质模糊失真",
+                        "人物风格卡通化与写实要求不符"
+                    ]
+                }
+            ],
+            "tools": [
+                "豆包",
+                "Seedance"
+            ],
+            "control_target": [
+                "主体",
+                "姿势",
+                "场景",
+                "画质",
+                "身份一致性"
+            ],
+            "artifact_type": "静态图",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s2"
+            },
+            "is_alternative_to": [],
+            "case_title": "3天涨万粉,用豆包一键生成美女热舞视频,附提示词合集~",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzY4NTIxMzI0NQ==&idx=1&mid=2247484433&sn=dc8b700e23a84a385ab98fe84902f7fa"
+        },
+        {
+            "case_index": 6,
+            "fragment_id": "f_s1_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "文本",
+                    "description": "场景与角色的生成指令",
+                    "relation": "[来源.原始输入]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "图片",
+                    "description": "场景参考图与角色设计图",
+                    "relation": "[去向.s2I]"
+                }
+            ],
+            "in_modalities": [
+                "文本"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "图片"
+            ],
+            "modality_signature": "文本 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 12871,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/身份特征/角色设定",
+                    "element": null,
+                    "rationale": "故事角色设计直接对应人物的角色身份与设定。"
+                },
+                {
+                    "category_id": 1615,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                    "element": null,
+                    "rationale": "故事中的角色承担叙事功能,符合叙事角色这一内容对象。"
+                },
+                {
+                    "category_id": 20791,
+                    "category_path": "/表象/视觉/画面/后期/情绪意境/场景氛围",
+                    "element": null,
+                    "rationale": "故事场景设定包含整体环境氛围,最接近场景氛围这一实质内容。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 337,
+                    "category_path": "/架构/叙事/叙事组织/角色书写/角色塑造",
+                    "element": null,
+                    "rationale": "角色外貌与服装风格是在叙事中对人物形象进行塑造。"
+                },
+                {
+                    "category_id": 1067,
+                    "category_path": "/呈现/视觉/视觉画面/形象塑造/造型装扮",
+                    "element": null,
+                    "rationale": "角色的外貌与服装风格属于造型装扮层面的呈现方式。"
+                },
+                {
+                    "category_id": 1457,
+                    "category_path": "/架构/策略/情感调动/情感激发/情感渲染/氛围营造",
+                    "element": null,
+                    "rationale": "场景环境氛围对应通过环境与载体进行氛围营造的手法。"
+                }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/人物/个体/形象呈现/身份特征/角色设定",
+            "body": "先生成好故事发生的场景和主要角色设计图",
+            "effects": [
+                {
+                    "statement": "实现场景与角色视觉形象的确立",
+                    "criteria": "输出图片中场景环境特征清晰可辨,角色外貌、服装、风格具有明确视觉特征,可作为后续分镜生成的参考素材",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "场景图背景模糊无法辨认地点特征",
+                        "角色设计图人物特征不稳定,无法在后续步骤中保持一致性"
+                    ]
+                }
+            ],
+            "tools": [
+                "banana pro",
+                "TapNow"
+            ],
+            "control_target": [
+                "主体",
+                "场景",
+                "身份一致性"
+            ],
+            "artifact_type": "角色参考图",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s1"
+            },
+            "is_alternative_to": [],
+            "case_title": "AI生成九宫格分镜生成小技巧",
+            "case_url": "https://www.xiaohongshu.com/explore/69ccfada000000002003ba98"
+        },
+        {
+            "case_index": 6,
+            "fragment_id": "f_s2_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "文本",
+                    "description": "故事情节描述及镜头要求提示词(含特写数量、俯仰镜头等约束)",
+                    "relation": "[来源.原始输入]"
+                },
+                {
+                    "modality": "图片",
+                    "description": "场景参考图与角色设计图",
+                    "relation": "[来源.s1O]"
+                },
+                {
+                    "modality": "参数",
+                    "description": "画面质量参数(建议4k)",
+                    "relation": "[来源.原始输入]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "图片",
+                    "description": "九宫格或四宫格分镜合图",
+                    "relation": "[去向.s3I]"
+                }
+            ],
+            "in_modalities": [
+                "文本",
+                "图片"
+            ],
+            "in_config_modalities": [
+                "参数"
+            ],
+            "out_modalities": [
+                "图片"
+            ],
+            "modality_signature": "文本+图片 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 3153,
+                    "category_path": "/表象/视觉/实体/物品/影像物品/生活影像/影像素材",
+                    "element": null,
+                    "rationale": "故事情节分镜叙事落实为一组连续画面素材,最接近影像素材。"
+                },
+                {
+                    "category_id": 1615,
+                    "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                    "element": null,
+                    "rationale": "多角色连续剧情包含多个承担叙事功能的角色。"
+                },
+                {
+                    "category_id": 20911,
+                    "category_path": "/表象/视觉/实体/物品/影像物品/生活影像/影像素材/拍摄视角",
+                    "element": null,
+                    "rationale": "特写镜头与俯仰镜头对应具体镜头视角素材特征。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 5852,
+                    "category_path": "/架构/叙事/叙事组织/脉络铺排/结构编排/框架类型/分段叙事",
+                    "element": null,
+                    "rationale": "分镜叙事与多角色多场景连续剧情本质上是分段展开的叙事组织。"
+                },
+                {
+                    "category_id": 6531,
+                    "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/元素编排/排列节奏/阵列排列/网格矩阵",
+                    "element": null,
+                    "rationale": "九宫格或四宫格属于典型的网格矩阵式画面排版。"
+                },
+                {
+                    "category_id": 365,
+                    "category_path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/画质增强",
+                    "element": null,
+                    "rationale": "4k高清画质对应画面清晰度和质感提升的画质增强处理。"
+                }
+            ],
+            "suggest_apply_to": "/架构/叙事/叙事组织/脉络铺排/结构编排/框架类型/分镜叙事/连续剧情",
+            "body": "根据场景和人物描述一段故事情节,生成分镜图,九宫格四宫格都可以,看情节复杂程度,在提示词中强调必须包含的镜头画面(比如需要至少几张特写?特殊的俯仰拍镜头?),你并不一定需要每一张画面去描述内容,只要你的故事情节说清楚了,剩下的交给AI。分镜图内容一般较多,建议画面质量选择4k。",
+            "effects": [
+                {
+                    "statement": "实现多格分镜叙事图的一次性生成",
+                    "criteria": "输出为九宫格或四宫格排列的分镜合图,各格画面连贯呈现故事情节,提示词中指定的特殊镜头(特写、俯仰角)在对应格中出现",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "输出为单张图而非宫格排列",
+                        "各格画面之间角色外貌不一致",
+                        "提示词中要求的特写镜头未出现在任何格中"
+                    ]
+                },
+                {
+                    "statement": "实现4k画质的高清分镜输出",
+                    "criteria": "输出图片分辨率达到4k级别,切分后单张图仍具备足够清晰度",
+                    "judge_method": "rule",
+                    "negative_examples": [
+                        "输出图片分辨率低于4k,切分后单张图模糊"
+                    ]
+                }
+            ],
+            "tools": [
+                "banana pro",
+                "TapNow"
+            ],
+            "control_target": [
+                "构图",
+                "场景",
+                "身份一致性",
+                "画质"
+            ],
+            "artifact_type": "静态图",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s2"
+            },
+            "is_alternative_to": [],
+            "case_title": "AI生成九宫格分镜生成小技巧",
+            "case_url": "https://www.xiaohongshu.com/explore/69ccfada000000002003ba98"
+        },
+        {
+            "case_index": 6,
+            "fragment_id": "f_s3_0",
+            "action": "提取",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "图片",
+                    "description": "九宫格或四宫格分镜合图",
+                    "relation": "[来源.s2O]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "图片",
+                    "description": "单张切分后的分镜图(九宫格切分后约1k,四宫格切分后约2k)",
+                    "relation": "[去向.s4I]"
+                }
+            ],
+            "in_modalities": [
+                "图片"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "图片"
+            ],
+            "modality_signature": "图片 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 3153,
+                    "category_path": "/表象/视觉/实体/物品/影像物品/生活影像/影像素材",
+                    "element": null,
+                    "rationale": "分镜单帧画面独立化本质上是将单帧作为独立影像素材处理。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 1150,
+                    "category_path": "/呈现/视觉/视觉制作/构图编排",
+                    "element": null,
+                    "rationale": "宫格切分后的单张尺寸规格属于版面与画面切分的构图编排问题。"
+                },
+                {
+                    "category_id": 6531,
+                    "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/元素编排/排列节奏/阵列排列/网格矩阵",
+                    "element": null,
+                    "rationale": "宫格切分这一前提直接落在网格矩阵式的组织方式上。"
+                }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/物品/影像物品/生活影像/影像素材/分镜单帧",
+            "body": "生成好分镜宫格图之后执行Tapnow的快速切分功能,每一张分镜图自动切分好并单独生成。4k的九宫格切分好后单张图是1k的,四宫格切分好后单张图是2k的。",
+            "effects": [
+                {
+                    "statement": "实现宫格分镜图的自动切分为独立单张",
+                    "criteria": "每个宫格单元被准确裁切为独立图片文件,画面内容与合图中对应格一致,无内容变形或莫名改变",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "切分后图片出现莫名的内容变化(如人物面部改变)",
+                        "切分边界不准确导致相邻格内容混入",
+                        "切分后图片数量与宫格数不符"
+                    ]
+                }
+            ],
+            "tools": [
+                "TapNow"
+            ],
+            "control_target": [
+                "局部区域"
+            ],
+            "artifact_type": "静态图",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s3"
+            },
+            "is_alternative_to": [],
+            "case_title": "AI生成九宫格分镜生成小技巧",
+            "case_url": "https://www.xiaohongshu.com/explore/69ccfada000000002003ba98"
+        },
+        {
+            "case_index": 6,
+            "fragment_id": "f_s4_0",
+            "action": "增强",
+            "action_mech": "",
+            "inputs": [
+                {
+                    "modality": "图片",
+                    "description": "切分后的单张分镜图",
+                    "relation": "[来源.s3O]"
+                }
+            ],
+            "outputs": [
+                {
+                    "modality": "图片",
+                    "description": "画质增强后的单张分镜图",
+                    "relation": "[去向.最终成品]"
+                }
+            ],
+            "in_modalities": [
+                "图片"
+            ],
+            "in_config_modalities": [],
+            "out_modalities": [
+                "图片"
+            ],
+            "modality_signature": "图片 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+                {
+                    "category_id": 3153,
+                    "category_path": "/表象/视觉/实体/物品/影像物品/生活影像/影像素材",
+                    "element": null,
+                    "rationale": "分镜单帧画面清晰化作用对象仍是具体单帧影像素材。"
+                },
+                {
+                    "category_id": 19932,
+                    "category_path": "/表象/视觉/画面/后期/材质质感/影像质感",
+                    "element": null,
+                    "rationale": "清晰化会直接改变画面的影像质感表现。"
+                }
+            ],
+            "apply_xingshi": [
+                {
+                    "category_id": 365,
+                    "category_path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/画质增强",
+                    "element": null,
+                    "rationale": "超分辨率画质增强直接对应画质增强这一后期处理方式。"
+                }
+            ],
+            "suggest_apply_to": "/呈现/视觉/视觉制作/后期处理/画质优化处理/超分增强",
+            "body": "如果有需求就再消耗积分去画质增加一下",
+            "effects": [
+                {
+                    "statement": "实现单张切分图的画质提升",
+                    "criteria": "增强后图片分辨率或清晰度明显高于输入图,细节纹理更丰富,无明显噪点或模糊",
+                    "judge_method": "vlm",
+                    "negative_examples": [
+                        "增强后图片与输入图视觉质量无明显差异",
+                        "增强后出现伪影或过度锐化"
+                    ]
+                }
+            ],
+            "tools": [
+                "TapNow"
+            ],
+            "control_target": [
+                "画质"
+            ],
+            "artifact_type": "静态图",
+            "workflow_step_ref": {
+                "workflow_id": null,
+                "step_id": "s4"
+            },
+            "is_alternative_to": [],
+            "case_title": "AI生成九宫格分镜生成小技巧",
+            "case_url": "https://www.xiaohongshu.com/explore/69ccfada000000002003ba98"
+        }
+    ],
+    "subtree": {
+        "shizhi": [
+            {
+                "name": "理念",
+                "path": "/理念",
+                "level": 1,
+                "stable_id": 39,
+                "description": "内容中涉及的抽象要素——方法、知识、观点、事件、趋势等概念性内容",
+                "is_real": true,
+                "is_hit": false,
+                "is_suggested": false,
+                "children": [
+                    {
+                        "name": "现象",
+                        "path": "/理念/现象",
+                        "level": 2,
+                        "stable_id": 88,
+                        "description": "可观察的生活状态、社会趋势和规律性模式",
+                        "is_real": true,
+                        "is_hit": true,
+                        "is_suggested": false,
+                        "children": [
+                            {
+                                "name": "生活状态",
+                                "path": "/理念/现象/生活状态",
+                                "level": 3,
+                                "stable_id": 89,
+                                "description": "不同人生阶段和群体的生活现状与经历",
+                                "is_real": true,
+                                "is_hit": false,
+                                "is_suggested": false,
+                                "children": [
+                                    {
+                                        "name": "个人境遇",
+                                        "path": "/理念/现象/生活状态/个人境遇",
+                                        "level": 4,
+                                        "stable_id": 128,
+                                        "description": "个人的生活条件、物质状态、日常细节等具体生存状况",
+                                        "is_real": true,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "生活状态",
+                                                "path": "/理念/现象/生活状态/个人境遇/生活状态",
+                                                "level": 5,
+                                                "stable_id": 597,
+                                                "description": "日常生活的整体状态、节奏和具体细节",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "生活品质",
+                                                        "path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质",
+                                                        "level": 6,
+                                                        "stable_id": 1237,
+                                                        "description": "物质条件、生活水平和生活方式相关的状态描述",
+                                                        "is_real": true,
+                                                        "is_hit": false,
+                                                        "is_suggested": false,
+                                                        "children": [
+                                                            {
+                                                                "name": "逆袭",
+                                                                "path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/逆袭",
+                                                                "level": 7,
+                                                                "stable_id": 16671,
+                                                                "description": "从不利境遇或社会底层通过努力实现反转、获得成功的过程与现象",
+                                                                "is_real": true,
+                                                                "is_hit": true,
+                                                                "is_suggested": false,
+                                                                "children": [
+                                                                    {
+                                                                        "name": "真假千金对决",
+                                                                        "path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/逆袭/真假千金对决",
+                                                                        "level": 8,
+                                                                        "stable_id": null,
+                                                                        "description": "",
+                                                                        "is_real": false,
+                                                                        "is_hit": false,
+                                                                        "is_suggested": true,
+                                                                        "is_inferred": true,
+                                                                        "children": []
+                                                                    }
+                                                                ]
+                                                            },
+                                                            {
+                                                                "name": "富贵生活",
+                                                                "path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/富贵生活",
+                                                                "level": 7,
+                                                                "stable_id": 16731,
+                                                                "description": "富裕阶层的日常生活状态,包括豪门、名流的居住环境与生活方式",
+                                                                "is_real": true,
+                                                                "is_hit": true,
+                                                                "is_suggested": false,
+                                                                "children": []
+                                                            }
+                                                        ]
+                                                    }
+                                                ]
+                                            }
+                                        ]
+                                    }
+                                ]
+                            }
+                        ]
+                    },
+                    {
+                        "name": "事件",
+                        "path": "/理念/事件",
+                        "level": 2,
+                        "stable_id": 43,
+                        "description": "发生的事情,包括个人事件、公共事件、历史事件等",
+                        "is_real": true,
+                        "is_hit": false,
+                        "is_suggested": false,
+                        "children": [
+                            {
+                                "name": "社会事件",
+                                "path": "/理念/事件/社会事件",
+                                "level": 3,
+                                "stable_id": 23833,
+                                "description": "普通人经历、慈善公益、刑事案件等社会领域的事件",
+                                "is_real": true,
+                                "is_hit": false,
+                                "is_suggested": false,
+                                "children": [
+                                    {
+                                        "name": "人物故事",
+                                        "path": "/理念/事件/社会事件/人物故事",
+                                        "level": 4,
+                                        "stable_id": 23853,
+                                        "description": "普通人的生活经历、励志故事、婚恋故事等个人经历",
+                                        "is_real": true,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "趣闻轶事",
+                                                "path": "/理念/事件/社会事件/人物故事/趣闻轶事",
+                                                "level": 5,
+                                                "stable_id": 280,
+                                                "description": "日常生活中有趣、幽默或意外的小事件和逸闻趣事",
+                                                "is_real": true,
+                                                "is_hit": true,
+                                                "is_suggested": false,
+                                                "children": []
+                                            }
+                                        ]
+                                    }
+                                ]
+                            }
+                        ]
+                    },
+                    {
+                        "name": "知识",
+                        "path": "/理念/知识",
+                        "level": 2,
+                        "stable_id": 44,
+                        "description": "人类的认识和经验,包括概念、原理、理论等认知性内容",
+                        "is_real": true,
+                        "is_hit": false,
+                        "is_suggested": false,
+                        "children": [
+                            {
+                                "name": "思想",
+                                "path": "/理念/知识/思想",
+                                "level": 3,
+                                "stable_id": 227,
+                                "description": "哲学思想、学术理论、思想史等思想观念领域的知识",
+                                "is_real": true,
+                                "is_hit": false,
+                                "is_suggested": false,
+                                "children": [
+                                    {
+                                        "name": "概念范畴",
+                                        "path": "/理念/知识/思想/概念范畴",
+                                        "level": 4,
+                                        "stable_id": 794,
+                                        "description": "抽象的概念、范畴、关系类术语",
+                                        "is_real": true,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "时间过程",
+                                                "path": "/理念/知识/思想/概念范畴/时间过程",
+                                                "level": 5,
+                                                "stable_id": 1608,
+                                                "description": "描述事物发展变化、时间节奏等动态过程的概念术语",
+                                                "is_real": true,
+                                                "is_hit": true,
+                                                "is_suggested": false,
+                                                "children": []
+                                            },
+                                            {
+                                                "name": "认知思辨",
+                                                "path": "/理念/知识/思想/概念范畴/认知思辨",
+                                                "level": 5,
+                                                "stable_id": 1609,
+                                                "description": "描述思维活动、认知判断、推理论证等思辨性概念术语",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "概念构想",
+                                                        "path": "/理念/知识/思想/概念范畴/认知思辨/概念构想",
+                                                        "level": 6,
+                                                        "stable_id": 9591,
+                                                        "description": "关于想法、设想、概念等抽象思维形式的术语",
+                                                        "is_real": true,
+                                                        "is_hit": true,
+                                                        "is_suggested": false,
+                                                        "children": []
+                                                    }
+                                                ]
+                                            },
+                                            {
+                                                "name": "性质属性",
+                                                "path": "/理念/知识/思想/概念范畴/性质属性",
+                                                "level": 5,
+                                                "stable_id": 1606,
+                                                "description": "描述事物固有性质、特征、程度等属性的概念术语",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "风格属性",
+                                                        "path": "/理念/知识/思想/概念范畴/性质属性/风格属性",
+                                                        "level": 6,
+                                                        "stable_id": 21851,
+                                                        "description": "描述某种风格、表达方式或组织模式的特色属性,包括语言风格、生活风格及个性化定制等特征",
+                                                        "is_real": true,
+                                                        "is_hit": true,
+                                                        "is_suggested": false,
+                                                        "children": []
+                                                    }
+                                                ]
+                                            }
+                                        ]
+                                    }
+                                ]
+                            }
+                        ]
+                    },
+                    {
+                        "name": "观念",
+                        "path": "/理念/观念",
+                        "level": 2,
+                        "stable_id": 72,
+                        "description": "观点、意见、价值判断等抽象认知",
+                        "is_real": true,
+                        "is_hit": false,
+                        "is_suggested": false,
+                        "children": [
+                            {
+                                "name": "个人观念",
+                                "path": "/理念/观念/个人观念",
+                                "level": 3,
+                                "stable_id": 80,
+                                "description": "个人层面的观点、感悟、价值取向等主观认知",
+                                "is_real": true,
+                                "is_hit": false,
+                                "is_suggested": false,
+                                "children": [
+                                    {
+                                        "name": "情感认同",
+                                        "path": "/理念/观念/个人观念/情感认同",
+                                        "level": 4,
+                                        "stable_id": 83,
+                                        "description": "爱国情怀、怀旧情结等深层情感认同",
+                                        "is_real": true,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "人际情谊",
+                                                "path": "/理念/观念/个人观念/情感认同/人际情谊",
+                                                "level": 5,
+                                                "stable_id": 707,
+                                                "description": "同学、战友、亲情等人际关系中的情感联结",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "婚恋情感",
+                                                        "path": "/理念/观念/个人观念/情感认同/人际情谊/婚恋情感",
+                                                        "level": 6,
+                                                        "stable_id": 3534,
+                                                        "description": "婚姻与恋爱中的情感观念与经历",
+                                                        "is_real": true,
+                                                        "is_hit": true,
+                                                        "is_suggested": false,
+                                                        "children": [
+                                                            {
+                                                                "name": "都市豪门",
+                                                                "path": "/理念/观念/个人观念/情感认同/人际情谊/婚恋情感/都市豪门",
+                                                                "level": 7,
+                                                                "stable_id": null,
+                                                                "description": "",
+                                                                "is_real": false,
+                                                                "is_hit": false,
+                                                                "is_suggested": true,
+                                                                "is_inferred": true,
+                                                                "children": []
+                                                            },
+                                                            {
+                                                                "name": "都市豪门短剧",
+                                                                "path": "/理念/观念/个人观念/情感认同/人际情谊/婚恋情感/都市豪门短剧",
+                                                                "level": 7,
+                                                                "stable_id": null,
+                                                                "description": "",
+                                                                "is_real": false,
+                                                                "is_hit": false,
+                                                                "is_suggested": true,
+                                                                "is_inferred": true,
+                                                                "children": []
+                                                            }
+                                                        ]
+                                                    }
+                                                ]
+                                            }
+                                        ]
+                                    }
+                                ]
+                            }
+                        ]
+                    }
+                ]
+            },
+            {
+                "name": "表象",
+                "path": "/表象",
+                "level": 1,
+                "stable_id": 38,
+                "description": "内容中出现的具象可感知要素,包括视觉可见内容、听觉声音内容及各类内容形态",
+                "is_real": true,
+                "is_hit": false,
+                "is_suggested": false,
+                "children": [
+                    {
+                        "name": "视觉",
+                        "path": "/表象/视觉",
+                        "level": 2,
+                        "stable_id": 248,
+                        "description": "内容画面中可见的视觉要素,涵盖实体、场景、符号、行为及画面色彩风格等视觉特征",
+                        "is_real": true,
+                        "is_hit": false,
+                        "is_suggested": false,
+                        "children": [
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+                                "name": "空间",
+                                "path": "/表象/视觉/空间",
+                                "level": 3,
+                                "stable_id": 50,
+                                "description": "地理或物理空间环境",
+                                "is_real": true,
+                                "is_hit": false,
+                                "is_suggested": false,
+                                "children": [
+                                    {
+                                        "name": "空间场所",
+                                        "path": "/表象/视觉/空间/空间场所",
+                                        "level": 4,
+                                        "stable_id": 67,
+                                        "description": "具体的空间场所和环境",
+                                        "is_real": true,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "生活场景",
+                                                "path": "/表象/视觉/空间/空间场所/生活场景",
+                                                "level": 5,
+                                                "stable_id": 262,
+                                                "description": "日常生活、工作、学习、社交等与人活动相关的功能性空间场景",
+                                                "is_real": true,
+                                                "is_hit": true,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "居家空间",
+                                                        "path": "/表象/视觉/空间/空间场所/生活场景/居家空间",
+                                                        "level": 6,
+                                                        "stable_id": 589,
+                                                        "description": "家庭内部的各类功能房间和生活区域,如客厅、卧室、厨房、书房等",
+                                                        "is_real": true,
+                                                        "is_hit": false,
+                                                        "is_suggested": false,
+                                                        "children": [
+                                                            {
+                                                                "name": "场景描述",
+                                                                "path": "/表象/视觉/空间/空间场所/生活场景/居家空间/场景描述",
+                                                                "level": 7,
+                                                                "stable_id": 1281,
+                                                                "description": "对居家空间的泛指性、抽象性描述,如日常生活场景、室内外空间属性等",
+                                                                "is_real": true,
+                                                                "is_hit": true,
+                                                                "is_suggested": false,
+                                                                "children": []
+                                                            }
+                                                        ]
+                                                    },
+                                                    {
+                                                        "name": "环境氛围",
+                                                        "path": "/表象/视觉/空间/空间场所/生活场景/环境氛围",
+                                                        "level": 6,
+                                                        "stable_id": null,
+                                                        "description": "",
+                                                        "is_real": false,
+                                                        "is_hit": false,
+                                                        "is_suggested": true,
+                                                        "is_inferred": true,
+                                                        "children": []
+                                                    },
+                                                    {
+                                                        "name": "场景氛围",
+                                                        "path": "/表象/视觉/空间/空间场所/生活场景/场景氛围",
+                                                        "level": 6,
+                                                        "stable_id": null,
+                                                        "description": "",
+                                                        "is_real": false,
+                                                        "is_hit": false,
+                                                        "is_suggested": true,
+                                                        "is_inferred": true,
+                                                        "children": []
+                                                    }
+                                                ]
+                                            }
+                                        ]
+                                    }
+                                ]
+                            },
+                            {
+                                "name": "实体",
+                                "path": "/表象/视觉/实体",
+                                "level": 3,
+                                "stable_id": 41,
+                                "description": "具体的对象或事物,包括人物、物品、生物、机构等",
+                                "is_real": true,
+                                "is_hit": false,
+                                "is_suggested": false,
+                                "children": [
+                                    {
+                                        "name": "人物",
+                                        "path": "/表象/视觉/实体/人物",
+                                        "level": 4,
+                                        "stable_id": 48,
+                                        "description": "人类个体或群体",
+                                        "is_real": true,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "群体",
+                                                "path": "/表象/视觉/实体/人物/群体",
+                                                "level": 5,
+                                                "stable_id": 53,
+                                                "description": "由多个个体组成的人群集合",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "社会身份",
+                                                        "path": "/表象/视觉/实体/人物/群体/社会身份",
+                                                        "level": 6,
+                                                        "stable_id": 966,
+                                                        "description": "按职业角色、家庭结构、社会阶层等社会身份划分的群体",
+                                                        "is_real": true,
+                                                        "is_hit": false,
+                                                        "is_suggested": false,
+                                                        "children": [
+                                                            {
+                                                                "name": "家庭群体",
+                                                                "path": "/表象/视觉/实体/人物/群体/社会身份/家庭群体",
+                                                                "level": 7,
+                                                                "stable_id": 311,
+                                                                "description": "按家庭结构和成员关系定义的人群组合",
+                                                                "is_real": true,
+                                                                "is_hit": false,
+                                                                "is_suggested": false,
+                                                                "children": [
+                                                                    {
+                                                                        "name": "大家族",
+                                                                        "path": "/表象/视觉/实体/人物/群体/社会身份/家庭群体/大家族",
+                                                                        "level": 8,
+                                                                        "stable_id": 18514,
+                                                                        "description": "成员众多、规模庞大或多代同堂的家族群体",
+                                                                        "is_real": true,
+                                                                        "is_hit": true,
+                                                                        "is_suggested": false,
+                                                                        "children": []
+                                                                    }
+                                                                ]
+                                                            },
+                                                            {
+                                                                "name": "豪门人物",
+                                                                "path": "/表象/视觉/实体/人物/群体/社会身份/豪门人物",
+                                                                "level": 7,
+                                                                "stable_id": null,
+                                                                "description": "",
+                                                                "is_real": false,
+                                                                "is_hit": false,
+                                                                "is_suggested": true,
+                                                                "is_inferred": true,
+                                                                "children": []
+                                                            }
+                                                        ]
+                                                    }
+                                                ]
+                                            },
+                                            {
+                                                "name": "个体",
+                                                "path": "/表象/视觉/实体/人物/个体",
+                                                "level": 5,
+                                                "stable_id": 63,
+                                                "description": "单个人物个体",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "身份角色",
+                                                        "path": "/表象/视觉/实体/人物/个体/身份角色",
+                                                        "level": 6,
+                                                        "stable_id": 976,
+                                                        "description": "按年龄、职业、社会关系等属性定义的人物类型",
+                                                        "is_real": true,
+                                                        "is_hit": true,
+                                                        "is_suggested": false,
+                                                        "children": []
+                                                    },
+                                                    {
+                                                        "name": "形象呈现",
+                                                        "path": "/表象/视觉/实体/人物/个体/形象呈现",
+                                                        "level": 6,
+                                                        "stable_id": 107,
+                                                        "description": "人物的外貌、肖像、视觉形象特征",
+                                                        "is_real": true,
+                                                        "is_hit": false,
+                                                        "is_suggested": false,
+                                                        "children": [
+                                                            {
+                                                                "name": "肖像类型",
+                                                                "path": "/表象/视觉/实体/人物/个体/形象呈现/肖像类型",
+                                                                "level": 7,
+                                                                "stable_id": 753,
+                                                                "description": "不同形式的人物肖像(照片、画像等)",
+                                                                "is_real": true,
+                                                                "is_hit": false,
+                                                                "is_suggested": false,
+                                                                "children": [
+                                                                    {
+                                                                        "name": "女性肖像",
+                                                                        "path": "/表象/视觉/实体/人物/个体/形象呈现/肖像类型/女性肖像",
+                                                                        "level": 8,
+                                                                        "stable_id": 21291,
+                                                                        "description": "以女性为主体的人物肖像,涵盖各类女性角色、年龄、风格的肖像图像",
+                                                                        "is_real": true,
+                                                                        "is_hit": true,
+                                                                        "is_suggested": false,
+                                                                        "children": []
+                                                                    }
+                                                                ]
+                                                            },
+                                                            {
+                                                                "name": "身体特征",
+                                                                "path": "/表象/视觉/实体/人物/个体/形象呈现/身体特征",
+                                                                "level": 7,
+                                                                "stable_id": 754,
+                                                                "description": "身体部位、姿态、状态等身体相关特征",
+                                                                "is_real": true,
+                                                                "is_hit": false,
+                                                                "is_suggested": false,
+                                                                "children": [
+                                                                    {
+                                                                        "name": "身体部位",
+                                                                        "path": "/表象/视觉/实体/人物/个体/形象呈现/身体特征/身体部位",
+                                                                        "level": 8,
+                                                                        "stable_id": 759,
+                                                                        "description": "人体的各个部位及其特征",
+                                                                        "is_real": true,
+                                                                        "is_hit": false,
+                                                                        "is_suggested": false,
+                                                                        "children": [
+                                                                            {
+                                                                                "name": "面部",
+                                                                                "path": "/表象/视觉/实体/人物/个体/形象呈现/身体特征/身体部位/面部",
+                                                                                "level": 9,
+                                                                                "stable_id": 7371,
+                                                                                "description": "人的面部区域,包括五官及面部表情状态",
+                                                                                "is_real": true,
+                                                                                "is_hit": true,
+                                                                                "is_suggested": false,
+                                                                                "children": []
+                                                                            }
+                                                                        ]
+                                                                    },
+                                                                    {
+                                                                        "name": "姿态状态",
+                                                                        "path": "/表象/视觉/实体/人物/个体/形象呈现/身体特征/姿态状态",
+                                                                        "level": 8,
+                                                                        "stable_id": 760,
+                                                                        "description": "人物的姿态、动作及身体状态",
+                                                                        "is_real": true,
+                                                                        "is_hit": false,
+                                                                        "is_suggested": false,
+                                                                        "children": [
+                                                                            {
+                                                                                "name": "动作姿势",
+                                                                                "path": "/表象/视觉/实体/人物/个体/形象呈现/身体特征/姿态状态/动作姿势",
+                                                                                "level": 9,
+                                                                                "stable_id": 9313,
+                                                                                "description": "人物在各种情境下的具体肢体动作、身体姿势及整体体态呈现",
+                                                                                "is_real": true,
+                                                                                "is_hit": true,
+                                                                                "is_suggested": false,
+                                                                                "children": [
+                                                                                    {
+                                                                                        "name": "连续动作",
+                                                                                        "path": "/表象/视觉/实体/人物/个体/形象呈现/身体特征/姿态状态/动作姿势/连续动作",
+                                                                                        "level": 10,
+                                                                                        "stable_id": null,
+                                                                                        "description": "",
+                                                                                        "is_real": false,
+                                                                                        "is_hit": false,
+                                                                                        "is_suggested": true,
+                                                                                        "is_inferred": true,
+                                                                                        "children": []
+                                                                                    }
+                                                                                ]
+                                                                            }
+                                                                        ]
+                                                                    }
+                                                                ]
+                                                            },
+                                                            {
+                                                                "name": "身份特征",
+                                                                "path": "/表象/视觉/实体/人物/个体/形象呈现/身份特征",
+                                                                "level": 7,
+                                                                "stable_id": 755,
+                                                                "description": "社会角色、职业身份等身份相关特征",
+                                                                "is_real": true,
+                                                                "is_hit": false,
+                                                                "is_suggested": false,
+                                                                "children": [
+                                                                    {
+                                                                        "name": "角色设定",
+                                                                        "path": "/表象/视觉/实体/人物/个体/形象呈现/身份特征/角色设定",
+                                                                        "level": 8,
+                                                                        "stable_id": 12871,
+                                                                        "description": "叙事内容中虚构或扮演性质的角色定义与人物关系描述",
+                                                                        "is_real": true,
+                                                                        "is_hit": true,
+                                                                        "is_suggested": true,
+                                                                        "children": [
+                                                                            {
+                                                                                "name": "港风少女",
+                                                                                "path": "/表象/视觉/实体/人物/个体/形象呈现/身份特征/角色设定/港风少女",
+                                                                                "level": 9,
+                                                                                "stable_id": null,
+                                                                                "description": "",
+                                                                                "is_real": false,
+                                                                                "is_hit": false,
+                                                                                "is_suggested": true,
+                                                                                "is_inferred": true,
+                                                                                "children": []
+                                                                            }
+                                                                        ]
+                                                                    }
+                                                                ]
+                                                            },
+                                                            {
+                                                                "name": "人群特征",
+                                                                "path": "/表象/视觉/实体/人物/个体/形象呈现/人群特征",
+                                                                "level": 7,
+                                                                "stable_id": 756,
+                                                                "description": "性别、年龄、群体等人群分类特征",
+                                                                "is_real": true,
+                                                                "is_hit": false,
+                                                                "is_suggested": false,
+                                                                "children": [
+                                                                    {
+                                                                        "name": "女性形象",
+                                                                        "path": "/表象/视觉/实体/人物/个体/形象呈现/人群特征/女性形象",
+                                                                        "level": 8,
+                                                                        "stable_id": 7131,
+                                                                        "description": "各类女性人物的视觉形象,包括通称女性、美女、特定装扮或体型的女性形象",
+                                                                        "is_real": true,
+                                                                        "is_hit": true,
+                                                                        "is_suggested": false,
+                                                                        "children": []
+                                                                    }
+                                                                ]
+                                                            },
+                                                            {
+                                                                "name": "虚拟形象",
+                                                                "path": "/表象/视觉/实体/人物/个体/形象呈现/虚拟形象",
+                                                                "level": 7,
+                                                                "stable_id": 757,
+                                                                "description": "技术生成的虚拟人物形象",
+                                                                "is_real": true,
+                                                                "is_hit": true,
+                                                                "is_suggested": false,
+                                                                "children": [
+                                                                    {
+                                                                        "name": "女性肖像",
+                                                                        "path": "/表象/视觉/实体/人物/个体/形象呈现/虚拟形象/女性肖像",
+                                                                        "level": 8,
+                                                                        "stable_id": null,
+                                                                        "description": "",
+                                                                        "is_real": false,
+                                                                        "is_hit": false,
+                                                                        "is_suggested": false,
+                                                                        "is_inferred": true,
+                                                                        "children": [
+                                                                            {
+                                                                                "name": "面部特写",
+                                                                                "path": "/表象/视觉/实体/人物/个体/形象呈现/虚拟形象/女性肖像/面部特写",
+                                                                                "level": 9,
+                                                                                "stable_id": null,
+                                                                                "description": "",
+                                                                                "is_real": false,
+                                                                                "is_hit": false,
+                                                                                "is_suggested": true,
+                                                                                "is_inferred": true,
+                                                                                "children": []
+                                                                            }
+                                                                        ]
+                                                                    }
+                                                                ]
+                                                            },
+                                                            {
+                                                                "name": "整体形象",
+                                                                "path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象",
+                                                                "level": 7,
+                                                                "stable_id": 758,
+                                                                "description": "人物的整体面貌、主体呈现等综合形象",
+                                                                "is_real": true,
+                                                                "is_hit": false,
+                                                                "is_suggested": false,
+                                                                "children": [
+                                                                    {
+                                                                        "name": "造型装扮",
+                                                                        "path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/造型装扮",
+                                                                        "level": 8,
+                                                                        "stable_id": 1612,
+                                                                        "description": "人物的外在形象设计、服饰妆造和特定场景装扮",
+                                                                        "is_real": true,
+                                                                        "is_hit": false,
+                                                                        "is_suggested": false,
+                                                                        "children": [
+                                                                            {
+                                                                                "name": "风格造型",
+                                                                                "path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/造型装扮/风格造型",
+                                                                                "level": 9,
+                                                                                "stable_id": 15471,
+                                                                                "description": "具有特定文化、时代或场景风格的造型装扮,如中式、都市、军旅、民族等风格",
+                                                                                "is_real": true,
+                                                                                "is_hit": true,
+                                                                                "is_suggested": false,
+                                                                                "children": []
+                                                                            }
+                                                                        ]
+                                                                    },
+                                                                    {
+                                                                        "name": "叙事角色",
+                                                                        "path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                                                                        "level": 8,
+                                                                        "stable_id": 1615,
+                                                                        "description": "在故事或场景中承担特定功能的角色设定",
+                                                                        "is_real": true,
+                                                                        "is_hit": true,
+                                                                        "is_suggested": false,
+                                                                        "children": []
+                                                                    },
+                                                                    {
+                                                                        "name": "短剧人物造型姿态",
+                                                                        "path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/短剧人物造型姿态",
+                                                                        "level": 8,
+                                                                        "stable_id": null,
+                                                                        "description": "",
+                                                                        "is_real": false,
+                                                                        "is_hit": false,
+                                                                        "is_suggested": true,
+                                                                        "is_inferred": true,
+                                                                        "children": []
+                                                                    },
+                                                                    {
+                                                                        "name": "角色造型",
+                                                                        "path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/角色造型",
+                                                                        "level": 8,
+                                                                        "stable_id": null,
+                                                                        "description": "",
+                                                                        "is_real": false,
+                                                                        "is_hit": false,
+                                                                        "is_suggested": true,
+                                                                        "is_inferred": true,
+                                                                        "children": []
+                                                                    }
+                                                                ]
+                                                            },
+                                                            {
+                                                                "name": "叙事情境",
+                                                                "path": "/表象/视觉/实体/人物/个体/形象呈现/叙事情境",
+                                                                "level": 7,
+                                                                "stable_id": null,
+                                                                "description": "",
+                                                                "is_real": false,
+                                                                "is_hit": false,
+                                                                "is_suggested": false,
+                                                                "is_inferred": true,
+                                                                "children": [
+                                                                    {
+                                                                        "name": "短剧人物场景",
+                                                                        "path": "/表象/视觉/实体/人物/个体/形象呈现/叙事情境/短剧人物场景",
+                                                                        "level": 8,
+                                                                        "stable_id": null,
+                                                                        "description": "",
+                                                                        "is_real": false,
+                                                                        "is_hit": false,
+                                                                        "is_suggested": true,
+                                                                        "is_inferred": true,
+                                                                        "children": []
+                                                                    }
+                                                                ]
+                                                            }
+                                                        ]
+                                                    }
+                                                ]
+                                            }
+                                        ]
+                                    },
+                                    {
+                                        "name": "物品",
+                                        "path": "/表象/视觉/实体/物品",
+                                        "level": 4,
+                                        "stable_id": 90,
+                                        "description": "日常生活和创作中的各类有形物品与媒体内容载体,包括工具器材、日用器物、穿戴品及影像、出版物等媒体制品",
+                                        "is_real": true,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "影像物品",
+                                                "path": "/表象/视觉/实体/物品/影像物品",
+                                                "level": 5,
+                                                "stable_id": 119,
+                                                "description": "动态和静态的视觉记录内容,包括照片、视频、纪录片等",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "生活影像",
+                                                        "path": "/表象/视觉/实体/物品/影像物品/生活影像",
+                                                        "level": 6,
+                                                        "stable_id": 131,
+                                                        "description": "记录日常生活、非正式场合的照片、合影、视频片段等影像内容",
+                                                        "is_real": true,
+                                                        "is_hit": false,
+                                                        "is_suggested": false,
+                                                        "children": [
+                                                            {
+                                                                "name": "影像素材",
+                                                                "path": "/表象/视觉/实体/物品/影像物品/生活影像/影像素材",
+                                                                "level": 7,
+                                                                "stable_id": 3153,
+                                                                "description": "用于视频制作、内容呈现的画面片段、视觉素材等",
+                                                                "is_real": true,
+                                                                "is_hit": true,
+                                                                "is_suggested": false,
+                                                                "children": [
+                                                                    {
+                                                                        "name": "拍摄视角",
+                                                                        "path": "/表象/视觉/实体/物品/影像物品/生活影像/影像素材/拍摄视角",
+                                                                        "level": 8,
+                                                                        "stable_id": 20911,
+                                                                        "description": "特写、航拍、全身镜面、画中画等以特定拍摄方式或构图形式呈现的镜头素材",
+                                                                        "is_real": true,
+                                                                        "is_hit": true,
+                                                                        "is_suggested": false,
+                                                                        "children": []
+                                                                    },
+                                                                    {
+                                                                        "name": "分镜单帧",
+                                                                        "path": "/表象/视觉/实体/物品/影像物品/生活影像/影像素材/分镜单帧",
+                                                                        "level": 8,
+                                                                        "stable_id": null,
+                                                                        "description": "",
+                                                                        "is_real": false,
+                                                                        "is_hit": false,
+                                                                        "is_suggested": true,
+                                                                        "is_inferred": true,
+                                                                        "children": []
+                                                                    }
+                                                                ]
+                                                            }
+                                                        ]
+                                                    },
+                                                    {
+                                                        "name": "影视作品",
+                                                        "path": "/表象/视觉/实体/物品/影像物品/影视作品",
+                                                        "level": 6,
+                                                        "stable_id": 463,
+                                                        "description": "电影、电视剧、纪录片等影视类作品,包括经典影视和时代作品",
+                                                        "is_real": true,
+                                                        "is_hit": true,
+                                                        "is_suggested": false,
+                                                        "children": [
+                                                            {
+                                                                "name": "短剧片段",
+                                                                "path": "/表象/视觉/实体/物品/影像物品/影视作品/短剧片段",
+                                                                "level": 7,
+                                                                "stable_id": null,
+                                                                "description": "",
+                                                                "is_real": false,
+                                                                "is_hit": false,
+                                                                "is_suggested": true,
+                                                                "is_inferred": true,
+                                                                "children": []
+                                                            }
+                                                        ]
+                                                    }
+                                                ]
+                                            }
+                                        ]
+                                    },
+                                    {
+                                        "name": "动物",
+                                        "path": "/表象/视觉/实体/动物",
+                                        "level": 4,
+                                        "stable_id": 100,
+                                        "description": "各类动物生命体",
+                                        "is_real": true,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "虚拟角色",
+                                                "path": "/表象/视觉/实体/动物/虚拟角色",
+                                                "level": 5,
+                                                "stable_id": 244,
+                                                "description": "3D渲染、卡通化等非真实动物的虚拟视觉形象",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "拟人卡通",
+                                                        "path": "/表象/视觉/实体/动物/虚拟角色/拟人卡通",
+                                                        "level": 6,
+                                                        "stable_id": 10971,
+                                                        "description": "以卡通化、拟人化手法呈现的虚拟动物角色,包括3D毛绒风格、二次元动画及游戏IP角色等",
+                                                        "is_real": true,
+                                                        "is_hit": true,
+                                                        "is_suggested": false,
+                                                        "children": [
+                                                            {
+                                                                "name": "橘猫角色",
+                                                                "path": "/表象/视觉/实体/动物/虚拟角色/拟人卡通/橘猫角色",
+                                                                "level": 7,
+                                                                "stable_id": null,
+                                                                "description": "",
+                                                                "is_real": false,
+                                                                "is_hit": false,
+                                                                "is_suggested": true,
+                                                                "is_inferred": true,
+                                                                "children": []
+                                                            }
+                                                        ]
+                                                    }
+                                                ]
+                                            },
+                                            {
+                                                "name": "宠物",
+                                                "path": "/表象/视觉/实体/动物/宠物",
+                                                "level": 5,
+                                                "stable_id": 243,
+                                                "description": "家养宠物及内容中以宠物形态出现的动物角色",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "宠物猫",
+                                                        "path": "/表象/视觉/实体/动物/宠物/宠物猫",
+                                                        "level": 6,
+                                                        "stable_id": 21651,
+                                                        "description": "以猫为主体的宠物内容,包括各种品种、状态的宠物猫形象",
+                                                        "is_real": true,
+                                                        "is_hit": true,
+                                                        "is_suggested": false,
+                                                        "children": []
+                                                    }
+                                                ]
+                                            }
+                                        ]
+                                    }
+                                ]
+                            },
+                            {
+                                "name": "画面",
+                                "path": "/表象/视觉/画面",
+                                "level": 3,
+                                "stable_id": 249,
+                                "description": "画面中的视觉创作骨架要素,包括色彩、构图、光影、镜头及后期处理等视觉呈现维度",
+                                "is_real": true,
+                                "is_hit": false,
+                                "is_suggested": false,
+                                "children": [
+                                    {
+                                        "name": "后期",
+                                        "path": "/表象/视觉/画面/后期",
+                                        "level": 4,
+                                        "stable_id": 23236,
+                                        "description": "画面的后期处理与整体视觉风格,包括美学风格、情绪氛围、材质质感、文化属性等综合视觉处理",
+                                        "is_real": true,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "情绪意境",
+                                                "path": "/表象/视觉/画面/后期/情绪意境",
+                                                "level": 5,
+                                                "stable_id": 736,
+                                                "description": "画面传达的情感氛围和精神感受",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "场景氛围",
+                                                        "path": "/表象/视觉/画面/后期/情绪意境/场景氛围",
+                                                        "level": 6,
+                                                        "stable_id": 20791,
+                                                        "description": "特定环境或场所营造的整体氛围感受,包含环境氛围、视听氛围、文化氛围等",
+                                                        "is_real": true,
+                                                        "is_hit": true,
+                                                        "is_suggested": false,
+                                                        "children": []
+                                                    }
+                                                ]
+                                            },
+                                            {
+                                                "name": "材质质感",
+                                                "path": "/表象/视觉/画面/后期/材质质感",
+                                                "level": 5,
+                                                "stable_id": 737,
+                                                "description": "物体表面的触觉和视觉质地特征",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "影像质感",
+                                                        "path": "/表象/视觉/画面/后期/材质质感/影像质感",
+                                                        "level": 6,
+                                                        "stable_id": 19932,
+                                                        "description": "摄影或数字媒介产生的质感风格,包括胶片颗粒、柔焦、滤镜、AI质感等视觉效果",
+                                                        "is_real": true,
+                                                        "is_hit": true,
+                                                        "is_suggested": false,
+                                                        "children": []
+                                                    }
+                                                ]
+                                            }
+                                        ]
+                                    }
+                                ]
+                            },
+                            {
+                                "name": "行为",
+                                "path": "/表象/视觉/行为",
+                                "level": 3,
+                                "stable_id": 94,
+                                "description": "人物的动作、表演、互动等活动要素",
+                                "is_real": true,
+                                "is_hit": false,
+                                "is_suggested": false,
+                                "children": [
+                                    {
+                                        "name": "人际互动",
+                                        "path": "/表象/视觉/行为/人际互动",
+                                        "level": 4,
+                                        "stable_id": 109,
+                                        "description": "对话、情感表达、情绪反应等人际间的日常交流行为",
+                                        "is_real": true,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "关系行为",
+                                                "path": "/表象/视觉/行为/人际互动/关系行为",
+                                                "level": 5,
+                                                "stable_id": 1416,
+                                                "description": "基于特定关系类型的互动行为,包括正面的关系维护、正式的礼仪规范和负面的冲突对抗",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "冲突对抗",
+                                                        "path": "/表象/视觉/行为/人际互动/关系行为/冲突对抗",
+                                                        "level": 6,
+                                                        "stable_id": 1194,
+                                                        "description": "具有对抗性、戏剧性的冲突场景和行为",
+                                                        "is_real": true,
+                                                        "is_hit": true,
+                                                        "is_suggested": false,
+                                                        "children": [
+                                                            {
+                                                                "name": "猫少女短剧植入",
+                                                                "path": "/表象/视觉/行为/人际互动/关系行为/冲突对抗/猫少女短剧植入",
+                                                                "level": 7,
+                                                                "stable_id": null,
+                                                                "description": "",
+                                                                "is_real": false,
+                                                                "is_hit": false,
+                                                                "is_suggested": true,
+                                                                "is_inferred": true,
+                                                                "children": []
+                                                            },
+                                                            {
+                                                                "name": "猫少女对峙",
+                                                                "path": "/表象/视觉/行为/人际互动/关系行为/冲突对抗/猫少女对峙",
+                                                                "level": 7,
+                                                                "stable_id": null,
+                                                                "description": "",
+                                                                "is_real": false,
+                                                                "is_hit": false,
+                                                                "is_suggested": true,
+                                                                "is_inferred": true,
+                                                                "children": []
+                                                            }
+                                                        ]
+                                                    }
+                                                ]
+                                            },
+                                            {
+                                                "name": "反应回应",
+                                                "path": "/表象/视觉/行为/人际互动/反应回应",
+                                                "level": 5,
+                                                "stable_id": 1193,
+                                                "description": "面对刺激或情境时的情绪反馈和回应行为",
+                                                "is_real": true,
+                                                "is_hit": true,
+                                                "is_suggested": false,
+                                                "children": []
+                                            }
+                                        ]
+                                    },
+                                    {
+                                        "name": "表演行为",
+                                        "path": "/表象/视觉/行为/表演行为",
+                                        "level": 4,
+                                        "stable_id": 95,
+                                        "description": "为观众呈现的动作展示和演出",
+                                        "is_real": true,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "舞蹈",
+                                                "path": "/表象/视觉/行为/表演行为/舞蹈",
+                                                "level": 5,
+                                                "stable_id": 1241,
+                                                "description": "各类舞蹈形式、动作和表演",
+                                                "is_real": true,
+                                                "is_hit": true,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "女性热舞",
+                                                        "path": "/表象/视觉/行为/表演行为/舞蹈/女性热舞",
+                                                        "level": 6,
+                                                        "stable_id": null,
+                                                        "description": "",
+                                                        "is_real": false,
+                                                        "is_hit": false,
+                                                        "is_suggested": false,
+                                                        "is_inferred": true,
+                                                        "children": [
+                                                            {
+                                                                "name": "短视频",
+                                                                "path": "/表象/视觉/行为/表演行为/舞蹈/女性热舞/短视频",
+                                                                "level": 7,
+                                                                "stable_id": null,
+                                                                "description": "",
+                                                                "is_real": false,
+                                                                "is_hit": false,
+                                                                "is_suggested": true,
+                                                                "is_inferred": true,
+                                                                "children": []
+                                                            }
+                                                        ]
+                                                    }
+                                                ]
+                                            },
+                                            {
+                                                "name": "综艺表演",
+                                                "path": "/表象/视觉/行为/表演行为/综艺表演",
+                                                "level": 5,
+                                                "stable_id": 118,
+                                                "description": "搞笑、才艺展示等综合性娱乐演出",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "喜剧表演",
+                                                        "path": "/表象/视觉/行为/表演行为/综艺表演/喜剧表演",
+                                                        "level": 6,
+                                                        "stable_id": 3011,
+                                                        "description": "以幽默、滑稽为特征的综艺演出形式",
+                                                        "is_real": true,
+                                                        "is_hit": false,
+                                                        "is_suggested": false,
+                                                        "children": [
+                                                            {
+                                                                "name": "情景剧",
+                                                                "path": "/表象/视觉/行为/表演行为/综艺表演/喜剧表演/情景剧",
+                                                                "level": 7,
+                                                                "stable_id": 3016,
+                                                                "description": "以特定场景为基础的喜剧表演形式",
+                                                                "is_real": true,
+                                                                "is_hit": true,
+                                                                "is_suggested": false,
+                                                                "children": []
+                                                            }
+                                                        ]
+                                                    }
+                                                ]
+                                            }
+                                        ]
+                                    }
+                                ]
+                            }
+                        ]
+                    }
+                ]
+            }
+        ],
+        "xingshi": [
+            {
+                "name": "架构",
+                "path": "/架构",
+                "level": 1,
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+                "description": "内容中需要理解含义后才能识别的组织策略、逻辑结构和叙事手法",
+                "is_real": true,
+                "is_hit": false,
+                "is_suggested": true,
+                "children": [
+                    {
+                        "name": "叙事",
+                        "path": "/架构/叙事",
+                        "level": 2,
+                        "stable_id": 139,
+                        "description": "叙事视角、叙事结构、剧情编排等叙述层面的组织策略",
+                        "is_real": true,
+                        "is_hit": true,
+                        "is_suggested": false,
+                        "children": [
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+                                "name": "叙事技法",
+                                "path": "/架构/叙事/叙事技法",
+                                "level": 3,
+                                "stable_id": 1030,
+                                "description": "叙事领域的核心技法集合,涵盖对照叙事、戏剧张力、情感叙事、风格化表达及叙事操作手法",
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+                                "is_hit": false,
+                                "is_suggested": false,
+                                "children": [
+                                    {
+                                        "name": "戏剧张力",
+                                        "path": "/架构/叙事/叙事技法/戏剧张力",
+                                        "level": 4,
+                                        "stable_id": 185,
+                                        "description": "通过冲突、反转、悬念等戏剧手法构建情节张力的策略",
+                                        "is_real": true,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "反转",
+                                                "path": "/架构/叙事/叙事技法/戏剧张力/反转",
+                                                "level": 5,
+                                                "stable_id": 24931,
+                                                "description": "通过打破已建立的预期或认知产生意外效果的叙事手法,包括逻辑、情感、结局等维度的反转",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "结局反转",
+                                                        "path": "/架构/叙事/叙事技法/戏剧张力/反转/结局反转",
+                                                        "level": 6,
+                                                        "stable_id": 4533,
+                                                        "description": "在叙事结尾处产生意外转折的手法",
+                                                        "is_real": true,
+                                                        "is_hit": true,
+                                                        "is_suggested": false,
+                                                        "children": []
+                                                    },
+                                                    {
+                                                        "name": "逻辑反转",
+                                                        "path": "/架构/叙事/叙事技法/戏剧张力/反转/逻辑反转",
+                                                        "level": 6,
+                                                        "stable_id": 4531,
+                                                        "description": "通过打破逻辑预期或认知常识产生反转效果的手法",
+                                                        "is_real": true,
+                                                        "is_hit": true,
+                                                        "is_suggested": false,
+                                                        "children": []
+                                                    },
+                                                    {
+                                                        "name": "故事反转",
+                                                        "path": "/架构/叙事/叙事技法/戏剧张力/反转/故事反转",
+                                                        "level": 6,
+                                                        "stable_id": null,
+                                                        "description": "",
+                                                        "is_real": false,
+                                                        "is_hit": false,
+                                                        "is_suggested": true,
+                                                        "is_inferred": true,
+                                                        "children": []
+                                                    }
+                                                ]
+                                            },
+                                            {
+                                                "name": "冲突",
+                                                "path": "/架构/叙事/叙事技法/戏剧张力/冲突",
+                                                "level": 5,
+                                                "stable_id": 24914,
+                                                "description": "通过对立双方的直接对抗与摩擦制造叙事张力的手法,包括行为、言语、价值、情节等层面的冲突",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "情节冲突",
+                                                        "path": "/架构/叙事/叙事技法/戏剧张力/冲突/情节冲突",
+                                                        "level": 6,
+                                                        "stable_id": 4174,
+                                                        "description": "在情节设计层面通过戏剧化、极端化等手法构建的冲突",
+                                                        "is_real": true,
+                                                        "is_hit": true,
+                                                        "is_suggested": false,
+                                                        "children": []
+                                                    }
+                                                ]
+                                            }
+                                        ]
+                                    }
+                                ]
+                            },
+                            {
+                                "name": "叙事组织",
+                                "path": "/架构/叙事/叙事组织",
+                                "level": 3,
+                                "stable_id": 165,
+                                "description": "故事的结构安排、情节展开、视角选择等叙事组织",
+                                "is_real": true,
+                                "is_hit": false,
+                                "is_suggested": false,
+                                "children": [
+                                    {
+                                        "name": "脉络铺排",
+                                        "path": "/架构/叙事/叙事组织/脉络铺排",
+                                        "level": 4,
+                                        "stable_id": 1029,
+                                        "description": "故事的时间线索、结构框架与情节展开安排",
+                                        "is_real": true,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "结构编排",
+                                                "path": "/架构/叙事/叙事组织/脉络铺排/结构编排",
+                                                "level": 5,
+                                                "stable_id": 542,
+                                                "description": "内容各部分的组织安排与框架设计",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "框架类型",
+                                                        "path": "/架构/叙事/叙事组织/脉络铺排/结构编排/框架类型",
+                                                        "level": 6,
+                                                        "stable_id": 1438,
+                                                        "description": "各种结构框架的类型与形式,包括通用框架概念和特定载体的结构形式",
+                                                        "is_real": true,
+                                                        "is_hit": false,
+                                                        "is_suggested": false,
+                                                        "children": [
+                                                            {
+                                                                "name": "分段叙事",
+                                                                "path": "/架构/叙事/叙事组织/脉络铺排/结构编排/框架类型/分段叙事",
+                                                                "level": 7,
+                                                                "stable_id": 5852,
+                                                                "description": "将内容切分为多个独立片段或板块的叙事组织形式,包括并列展开、顺序拼接、章节划分、递进分级等多种切分方式",
+                                                                "is_real": true,
+                                                                "is_hit": true,
+                                                                "is_suggested": false,
+                                                                "children": []
+                                                            },
+                                                            {
+                                                                "name": "分镜叙事",
+                                                                "path": "/架构/叙事/叙事组织/脉络铺排/结构编排/框架类型/分镜叙事",
+                                                                "level": 7,
+                                                                "stable_id": null,
+                                                                "description": "",
+                                                                "is_real": false,
+                                                                "is_hit": false,
+                                                                "is_suggested": false,
+                                                                "is_inferred": true,
+                                                                "children": [
+                                                                    {
+                                                                        "name": "连续剧情",
+                                                                        "path": "/架构/叙事/叙事组织/脉络铺排/结构编排/框架类型/分镜叙事/连续剧情",
+                                                                        "level": 8,
+                                                                        "stable_id": null,
+                                                                        "description": "",
+                                                                        "is_real": false,
+                                                                        "is_hit": false,
+                                                                        "is_suggested": true,
+                                                                        "is_inferred": true,
+                                                                        "children": []
+                                                                    }
+                                                                ]
+                                                            },
+                                                            {
+                                                                "name": "分集短剧",
+                                                                "path": "/架构/叙事/叙事组织/脉络铺排/结构编排/框架类型/分集短剧",
+                                                                "level": 7,
+                                                                "stable_id": null,
+                                                                "description": "",
+                                                                "is_real": false,
+                                                                "is_hit": false,
+                                                                "is_suggested": true,
+                                                                "is_inferred": true,
+                                                                "children": []
+                                                            }
+                                                        ]
+                                                    },
+                                                    {
+                                                        "name": "剧情节奏",
+                                                        "path": "/架构/叙事/叙事组织/脉络铺排/结构编排/剧情节奏",
+                                                        "level": 6,
+                                                        "stable_id": null,
+                                                        "description": "",
+                                                        "is_real": false,
+                                                        "is_hit": false,
+                                                        "is_suggested": true,
+                                                        "is_inferred": true,
+                                                        "children": []
+                                                    }
+                                                ]
+                                            }
+                                        ]
+                                    },
+                                    {
+                                        "name": "角色书写",
+                                        "path": "/架构/叙事/叙事组织/角色书写",
+                                        "level": 4,
+                                        "stable_id": 1028,
+                                        "description": "围绕叙事主体的人物刻画与角色线索组织",
+                                        "is_real": true,
+                                        "is_hit": true,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "角色塑造",
+                                                "path": "/架构/叙事/叙事组织/角色书写/角色塑造",
+                                                "level": 5,
+                                                "stable_id": 337,
+                                                "description": "为叙事主体设定的人格特征、身份标签与形象定位",
+                                                "is_real": true,
+                                                "is_hit": true,
+                                                "is_suggested": false,
+                                                "children": []
+                                            }
+                                        ]
+                                    },
+                                    {
+                                        "name": "短剧改编",
+                                        "path": "/架构/叙事/叙事组织/短剧改编",
+                                        "level": 4,
+                                        "stable_id": null,
+                                        "description": "",
+                                        "is_real": false,
+                                        "is_hit": false,
+                                        "is_suggested": true,
+                                        "is_inferred": true,
+                                        "children": []
+                                    },
+                                    {
+                                        "name": "完整故事",
+                                        "path": "/架构/叙事/叙事组织/完整故事",
+                                        "level": 4,
+                                        "stable_id": null,
+                                        "description": "",
+                                        "is_real": false,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "is_inferred": true,
+                                        "children": [
+                                            {
+                                                "name": "节奏转场",
+                                                "path": "/架构/叙事/叙事组织/完整故事/节奏转场",
+                                                "level": 5,
+                                                "stable_id": null,
+                                                "description": "",
+                                                "is_real": false,
+                                                "is_hit": false,
+                                                "is_suggested": true,
+                                                "is_inferred": true,
+                                                "children": []
+                                            }
+                                        ]
+                                    }
+                                ]
+                            },
+                            {
+                                "name": "叙事演绎",
+                                "path": "/架构/叙事/叙事演绎",
+                                "level": 3,
+                                "stable_id": null,
+                                "description": "",
+                                "is_real": false,
+                                "is_hit": false,
+                                "is_suggested": false,
+                                "is_inferred": true,
+                                "children": [
+                                    {
+                                        "name": "角色场景剧情",
+                                        "path": "/架构/叙事/叙事演绎/角色场景剧情",
+                                        "level": 4,
+                                        "stable_id": null,
+                                        "description": "",
+                                        "is_real": false,
+                                        "is_hit": false,
+                                        "is_suggested": true,
+                                        "is_inferred": true,
+                                        "children": []
+                                    }
+                                ]
+                            }
+                        ]
+                    },
+                    {
+                        "name": "逻辑",
+                        "path": "/架构/逻辑",
+                        "level": 2,
+                        "stable_id": 140,
+                        "description": "论证结构、信息编排、因果链条等逻辑层面的组织策略",
+                        "is_real": true,
+                        "is_hit": false,
+                        "is_suggested": false,
+                        "children": [
+                            {
+                                "name": "信息编排逻辑",
+                                "path": "/架构/逻辑/信息编排逻辑",
+                                "level": 3,
+                                "stable_id": 158,
+                                "description": "信息的组织、排列与论证结构",
+                                "is_real": true,
+                                "is_hit": false,
+                                "is_suggested": false,
+                                "children": [
+                                    {
+                                        "name": "条目列举",
+                                        "path": "/架构/逻辑/信息编排逻辑/条目列举",
+                                        "level": 4,
+                                        "stable_id": 167,
+                                        "description": "清单、排名、分段等将内容条目化排列的编排方式",
+                                        "is_real": true,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "分段结构",
+                                                "path": "/架构/逻辑/信息编排逻辑/条目列举/分段结构",
+                                                "level": 5,
+                                                "stable_id": 350,
+                                                "description": "将内容按逻辑框架分段、分步、分模块组织的编排",
+                                                "is_real": true,
+                                                "is_hit": true,
+                                                "is_suggested": false,
+                                                "children": []
+                                            }
+                                        ]
+                                    }
+                                ]
+                            }
+                        ]
+                    },
+                    {
+                        "name": "修辞",
+                        "path": "/架构/修辞",
+                        "level": 2,
+                        "stable_id": 141,
+                        "description": "修辞手法、语言风格、表达技巧等语言层面的策略",
+                        "is_real": true,
+                        "is_hit": false,
+                        "is_suggested": false,
+                        "children": [
+                            {
+                                "name": "修辞意象",
+                                "path": "/架构/修辞/修辞意象",
+                                "level": 3,
+                                "stable_id": 169,
+                                "description": "排比、具象化、意象、仪式化等辞格与意象运用",
+                                "is_real": true,
+                                "is_hit": false,
+                                "is_suggested": false,
+                                "children": [
+                                    {
+                                        "name": "句式辞格",
+                                        "path": "/架构/修辞/修辞意象/句式辞格",
+                                        "level": 4,
+                                        "stable_id": 213,
+                                        "description": "排比、反问、设问等通过特定句式结构产生修辞效果的格式运用",
+                                        "is_real": true,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "韵律句式",
+                                                "path": "/架构/修辞/修辞意象/句式辞格/韵律句式",
+                                                "level": 5,
+                                                "stable_id": 538,
+                                                "description": "通过押韵、节奏等音韵特征增强记忆和传播效果的句式",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "节奏韵律",
+                                                        "path": "/架构/修辞/修辞意象/句式辞格/韵律句式/节奏韵律",
+                                                        "level": 6,
+                                                        "stable_id": 2932,
+                                                        "description": "通过节奏、韵律等音韵规律增强语言表达的和谐感",
+                                                        "is_real": true,
+                                                        "is_hit": true,
+                                                        "is_suggested": false,
+                                                        "children": []
+                                                    }
+                                                ]
+                                            }
+                                        ]
+                                    }
+                                ]
+                            }
+                        ]
+                    },
+                    {
+                        "name": "创意",
+                        "path": "/架构/创意",
+                        "level": 2,
+                        "stable_id": 142,
+                        "description": "创意手法、反转、对比、错位等创造性表现策略",
+                        "is_real": true,
+                        "is_hit": false,
+                        "is_suggested": false,
+                        "children": [
+                            {
+                                "name": "创意表现",
+                                "path": "/架构/创意/创意表现",
+                                "level": 3,
+                                "stable_id": 1435,
+                                "description": "强调创意性和艺术化处理的审美风格",
+                                "is_real": true,
+                                "is_hit": true,
+                                "is_suggested": false,
+                                "children": []
+                            }
+                        ]
+                    },
+                    {
+                        "name": "策略",
+                        "path": "/架构/策略",
+                        "level": 2,
+                        "stable_id": 143,
+                        "description": "互动引导、情感调动、认知影响等功能性传播策略",
+                        "is_real": true,
+                        "is_hit": false,
+                        "is_suggested": false,
+                        "children": [
+                            {
+                                "name": "情感调动",
+                                "path": "/架构/策略/情感调动",
+                                "level": 3,
+                                "stable_id": 163,
+                                "description": "通过情感激发影响受众的策略",
+                                "is_real": true,
+                                "is_hit": false,
+                                "is_suggested": false,
+                                "children": [
+                                    {
+                                        "name": "情感激发",
+                                        "path": "/架构/策略/情感调动/情感激发",
+                                        "level": 4,
+                                        "stable_id": 175,
+                                        "description": "情感化表达、情感共鸣、怀旧等激发受众情感的策略",
+                                        "is_real": true,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "情感渲染",
+                                                "path": "/架构/策略/情感调动/情感激发/情感渲染",
+                                                "level": 5,
+                                                "stable_id": 209,
+                                                "description": "通过情感化语言与氛围营造激发特定情绪的手法",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "氛围营造",
+                                                        "path": "/架构/策略/情感调动/情感激发/情感渲染/氛围营造",
+                                                        "level": 6,
+                                                        "stable_id": 1457,
+                                                        "description": "通过环境描写或特定载体渲染情感氛围的手法",
+                                                        "is_real": true,
+                                                        "is_hit": true,
+                                                        "is_suggested": false,
+                                                        "children": []
+                                                    }
+                                                ]
+                                            }
+                                        ]
+                                    }
+                                ]
+                            }
+                        ]
+                    }
+                ]
+            },
+            {
+                "name": "呈现",
+                "path": "/呈现",
+                "level": 1,
+                "stable_id": 132,
+                "description": "内容中受众可直接感知的形式要素,如视觉、听觉、文字外观等",
+                "is_real": true,
+                "is_hit": false,
+                "is_suggested": false,
+                "children": [
+                    {
+                        "name": "视觉",
+                        "path": "/呈现/视觉",
+                        "level": 2,
+                        "stable_id": 137,
+                        "description": "画面构图、色彩、光影、视觉风格等视觉层面的形式要素",
+                        "is_real": true,
+                        "is_hit": false,
+                        "is_suggested": false,
+                        "children": [
+                            {
+                                "name": "视觉画面",
+                                "path": "/呈现/视觉/视觉画面",
+                                "level": 3,
+                                "stable_id": 24312,
+                                "description": "画面中呈现的主体形象、符号元素等内容要素",
+                                "is_real": true,
+                                "is_hit": false,
+                                "is_suggested": false,
+                                "children": [
+                                    {
+                                        "name": "形象塑造",
+                                        "path": "/呈现/视觉/视觉画面/形象塑造",
+                                        "level": 4,
+                                        "stable_id": 1054,
+                                        "description": "人物、物体的外观呈现与形象表现",
+                                        "is_real": true,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "造型装扮",
+                                                "path": "/呈现/视觉/视觉画面/形象塑造/造型装扮",
+                                                "level": 5,
+                                                "stable_id": 1067,
+                                                "description": "服饰穿搭、妆造处理与外观造型设计",
+                                                "is_real": true,
+                                                "is_hit": true,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "穿搭呈现",
+                                                        "path": "/呈现/视觉/视觉画面/形象塑造/造型装扮/穿搭呈现",
+                                                        "level": 6,
+                                                        "stable_id": 1075,
+                                                        "description": "服饰单品的搭配组合与整体穿着效果",
+                                                        "is_real": true,
+                                                        "is_hit": false,
+                                                        "is_suggested": false,
+                                                        "children": [
+                                                            {
+                                                                "name": "整体形象",
+                                                                "path": "/呈现/视觉/视觉画面/形象塑造/造型装扮/穿搭呈现/整体形象",
+                                                                "level": 7,
+                                                                "stable_id": 403,
+                                                                "description": "通过服饰穿着呈现的整体外观形象与造型效果",
+                                                                "is_real": true,
+                                                                "is_hit": true,
+                                                                "is_suggested": false,
+                                                                "children": []
+                                                            }
+                                                        ]
+                                                    },
+                                                    {
+                                                        "name": "创意造型",
+                                                        "path": "/呈现/视觉/视觉画面/形象塑造/造型装扮/创意造型",
+                                                        "level": 6,
+                                                        "stable_id": 1076,
+                                                        "description": "通过夸张、拟物等创意手法进行的非常规造型处理",
+                                                        "is_real": true,
+                                                        "is_hit": true,
+                                                        "is_suggested": false,
+                                                        "children": []
+                                                    }
+                                                ]
+                                            },
+                                            {
+                                                "name": "人物表现",
+                                                "path": "/呈现/视觉/视觉画面/形象塑造/人物表现",
+                                                "level": 5,
+                                                "stable_id": 1066,
+                                                "description": "人物的面部表情、肢体动作与行为表演",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "动作姿态",
+                                                        "path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态",
+                                                        "level": 6,
+                                                        "stable_id": 386,
+                                                        "description": "肢体动作、身体姿态、行为表演等身体层面的形象表现",
+                                                        "is_real": true,
+                                                        "is_hit": true,
+                                                        "is_suggested": false,
+                                                        "children": [
+                                                            {
+                                                                "name": "表演性动作",
+                                                                "path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态/表演性动作",
+                                                                "level": 7,
+                                                                "stable_id": 1469,
+                                                                "description": "为内容呈现而进行的表演性动作,包括夸张表演、舞蹈、角色演绎等",
+                                                                "is_real": true,
+                                                                "is_hit": false,
+                                                                "is_suggested": false,
+                                                                "children": [
+                                                                    {
+                                                                        "name": "姿态体位",
+                                                                        "path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态/表演性动作/姿态体位",
+                                                                        "level": 8,
+                                                                        "stable_id": 7672,
+                                                                        "description": "特定的身体姿势和体位呈现,如跪姿、蹲姿、站位等固定姿态",
+                                                                        "is_real": true,
+                                                                        "is_hit": true,
+                                                                        "is_suggested": false,
+                                                                        "children": []
+                                                                    },
+                                                                    {
+                                                                        "name": "夸张表演",
+                                                                        "path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态/表演性动作/夸张表演",
+                                                                        "level": 8,
+                                                                        "stable_id": 1475,
+                                                                        "description": "夸张的表演动作,如夸张肢体动作、苦情化表演、搞笑行为等",
+                                                                        "is_real": true,
+                                                                        "is_hit": false,
+                                                                        "is_suggested": false,
+                                                                        "children": [
+                                                                            {
+                                                                                "name": "滑稽喜剧",
+                                                                                "path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态/表演性动作/夸张表演/滑稽喜剧",
+                                                                                "level": 9,
+                                                                                "stable_id": 5211,
+                                                                                "description": "以幽默搞笑为目的的夸张表演,如搞笑行为、滑稽演绎、小丑风格等",
+                                                                                "is_real": true,
+                                                                                "is_hit": true,
+                                                                                "is_suggested": false,
+                                                                                "children": []
+                                                                            }
+                                                                        ]
+                                                                    },
+                                                                    {
+                                                                        "name": "舞蹈表演",
+                                                                        "path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态/表演性动作/舞蹈表演",
+                                                                        "level": 8,
+                                                                        "stable_id": 1476,
+                                                                        "description": "舞蹈相关的表演动作,如舞蹈视频等",
+                                                                        "is_real": true,
+                                                                        "is_hit": true,
+                                                                        "is_suggested": false,
+                                                                        "children": []
+                                                                    }
+                                                                ]
+                                                            },
+                                                            {
+                                                                "name": "创意动作",
+                                                                "path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态/创意动作",
+                                                                "level": 7,
+                                                                "stable_id": 1473,
+                                                                "description": "创意性的动作呈现,如嘴唇花等创意表现手法",
+                                                                "is_real": true,
+                                                                "is_hit": true,
+                                                                "is_suggested": false,
+                                                                "children": []
+                                                            }
+                                                        ]
+                                                    }
+                                                ]
+                                            }
+                                        ]
+                                    }
+                                ]
+                            },
+                            {
+                                "name": "视觉制作",
+                                "path": "/呈现/视觉/视觉制作",
+                                "level": 3,
+                                "stable_id": 1152,
+                                "description": "影像的拍摄、素材获取、剪辑组接与后期加工",
+                                "is_real": true,
+                                "is_hit": false,
+                                "is_suggested": false,
+                                "children": [
+                                    {
+                                        "name": "素材来源",
+                                        "path": "/呈现/视觉/视觉制作/素材来源",
+                                        "level": 4,
+                                        "stable_id": 1055,
+                                        "description": "对既有影像、图片等素材的选取与引用",
+                                        "is_real": true,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "影视素材",
+                                                "path": "/呈现/视觉/视觉制作/素材来源/影视素材",
+                                                "level": 5,
+                                                "stable_id": 195,
+                                                "description": "影视剧片段、演出片段等影视作品素材的截取与引用",
+                                                "is_real": true,
+                                                "is_hit": true,
+                                                "is_suggested": false,
+                                                "children": []
+                                            }
+                                        ]
+                                    },
+                                    {
+                                        "name": "后期处理",
+                                        "path": "/呈现/视觉/视觉制作/后期处理",
+                                        "level": 4,
+                                        "stable_id": 1052,
+                                        "description": "对画面进行技术加工与视觉优化的后期手段",
+                                        "is_real": true,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "画质优化处理",
+                                                "path": "/呈现/视觉/视觉制作/后期处理/画质优化处理",
+                                                "level": 5,
+                                                "stable_id": 1062,
+                                                "description": "提升画面清晰度、质感与视觉效果的技术处理",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "画质增强",
+                                                        "path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/画质增强",
+                                                        "level": 6,
+                                                        "stable_id": 365,
+                                                        "description": "画面清晰度提升与质感优化的技术处理",
+                                                        "is_real": true,
+                                                        "is_hit": true,
+                                                        "is_suggested": false,
+                                                        "children": []
+                                                    },
+                                                    {
+                                                        "name": "光影质感",
+                                                        "path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/光影质感",
+                                                        "level": 6,
+                                                        "stable_id": 333,
+                                                        "description": "光影明暗、画面纹理与质感等视觉处理效果",
+                                                        "is_real": true,
+                                                        "is_hit": false,
+                                                        "is_suggested": false,
+                                                        "children": [
+                                                            {
+                                                                "name": "光影表现",
+                                                                "path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/光影质感/光影表现",
+                                                                "level": 7,
+                                                                "stable_id": 1448,
+                                                                "description": "光线与阴影的视觉呈现效果,包括明暗对比、光源特征和整体氛围",
+                                                                "is_real": true,
+                                                                "is_hit": false,
+                                                                "is_suggested": false,
+                                                                "children": [
+                                                                    {
+                                                                        "name": "光源特征",
+                                                                        "path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/光影质感/光影表现/光源特征",
+                                                                        "level": 8,
+                                                                        "stable_id": 1452,
+                                                                        "description": "光线的来源、方向、传播和散射等特征表现",
+                                                                        "is_real": true,
+                                                                        "is_hit": false,
+                                                                        "is_suggested": false,
+                                                                        "children": [
+                                                                            {
+                                                                                "name": "舞台光",
+                                                                                "path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/光影质感/光影表现/光源特征/舞台光",
+                                                                                "level": 9,
+                                                                                "stable_id": 19336,
+                                                                                "description": "模拟舞台效果的聚光灯、顶光与暗背景处理",
+                                                                                "is_real": true,
+                                                                                "is_hit": true,
+                                                                                "is_suggested": false,
+                                                                                "children": []
+                                                                            }
+                                                                        ]
+                                                                    }
+                                                                ]
+                                                            },
+                                                            {
+                                                                "name": "材质纹理",
+                                                                "path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/光影质感/材质纹理",
+                                                                "level": 7,
+                                                                "stable_id": 1449,
+                                                                "description": "物体表面的质感、纹理和触觉特征的视觉呈现",
+                                                                "is_real": true,
+                                                                "is_hit": false,
+                                                                "is_suggested": false,
+                                                                "children": [
+                                                                    {
+                                                                        "name": "写实还原质感",
+                                                                        "path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/光影质感/材质纹理/写实还原质感",
+                                                                        "level": 8,
+                                                                        "stable_id": 7076,
+                                                                        "description": "追求极致写实精度的材质还原效果,强调对真实物体材质的高度模拟与精准呈现",
+                                                                        "is_real": true,
+                                                                        "is_hit": true,
+                                                                        "is_suggested": false,
+                                                                        "children": []
+                                                                    }
+                                                                ]
+                                                            }
+                                                        ]
+                                                    },
+                                                    {
+                                                        "name": "超分增强",
+                                                        "path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/超分增强",
+                                                        "level": 6,
+                                                        "stable_id": null,
+                                                        "description": "",
+                                                        "is_real": false,
+                                                        "is_hit": false,
+                                                        "is_suggested": true,
+                                                        "is_inferred": true,
+                                                        "children": []
+                                                    }
+                                                ]
+                                            }
+                                        ]
+                                    },
+                                    {
+                                        "name": "剪辑组接",
+                                        "path": "/呈现/视觉/视觉制作/剪辑组接",
+                                        "level": 4,
+                                        "stable_id": 1056,
+                                        "description": "对影像素材进行剪辑、组合与重构的加工方式",
+                                        "is_real": true,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "剪辑手法",
+                                                "path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法",
+                                                "level": 5,
+                                                "stable_id": 1069,
+                                                "description": "镜头切换、节奏控制等基本剪辑技术",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "节奏控制",
+                                                        "path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制",
+                                                        "level": 6,
+                                                        "stable_id": 878,
+                                                        "description": "通过剪辑频率、切换速度控制影像呈现节奏的手法",
+                                                        "is_real": true,
+                                                        "is_hit": true,
+                                                        "is_suggested": false,
+                                                        "children": [
+                                                            {
+                                                                "name": "快节奏处理",
+                                                                "path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制/快节奏处理",
+                                                                "level": 7,
+                                                                "stable_id": 2231,
+                                                                "description": "通过高频切换、快速剪辑加快影像节奏的手法",
+                                                                "is_real": true,
+                                                                "is_hit": true,
+                                                                "is_suggested": false,
+                                                                "children": []
+                                                            },
+                                                            {
+                                                                "name": "节奏概念",
+                                                                "path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制/节奏概念",
+                                                                "level": 7,
+                                                                "stable_id": 2251,
+                                                                "description": "节奏相关的概念性描述和抽象表达",
+                                                                "is_real": true,
+                                                                "is_hit": true,
+                                                                "is_suggested": false,
+                                                                "children": []
+                                                            }
+                                                        ]
+                                                    }
+                                                ]
+                                            },
+                                            {
+                                                "name": "字幕编排",
+                                                "path": "/呈现/视觉/视觉制作/剪辑组接/字幕编排",
+                                                "level": 5,
+                                                "stable_id": null,
+                                                "description": "",
+                                                "is_real": false,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "is_inferred": true,
+                                                "children": [
+                                                    {
+                                                        "name": "后置字幕",
+                                                        "path": "/呈现/视觉/视觉制作/剪辑组接/字幕编排/后置字幕",
+                                                        "level": 6,
+                                                        "stable_id": null,
+                                                        "description": "",
+                                                        "is_real": false,
+                                                        "is_hit": false,
+                                                        "is_suggested": true,
+                                                        "is_inferred": true,
+                                                        "children": []
+                                                    }
+                                                ]
+                                            }
+                                        ]
+                                    },
+                                    {
+                                        "name": "实景拍摄",
+                                        "path": "/呈现/视觉/视觉制作/实景拍摄",
+                                        "level": 4,
+                                        "stable_id": 1058,
+                                        "description": "以真实场景、人物、物品为对象的实拍取材",
+                                        "is_real": true,
+                                        "is_hit": true,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "拍摄取景",
+                                                "path": "/呈现/视觉/视觉制作/实景拍摄/拍摄取景",
+                                                "level": 5,
+                                                "stable_id": 25451,
+                                                "description": "",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "场景取景",
+                                                        "path": "/呈现/视觉/视觉制作/实景拍摄/拍摄取景/场景取景",
+                                                        "level": 6,
+                                                        "stable_id": 431,
+                                                        "description": "以真实地理环境或生活场景为对象的实景取材与场景记录",
+                                                        "is_real": true,
+                                                        "is_hit": true,
+                                                        "is_suggested": false,
+                                                        "children": []
+                                                    }
+                                                ]
+                                            },
+                                            {
+                                                "name": "拍摄方式",
+                                                "path": "/呈现/视觉/视觉制作/实景拍摄/拍摄方式",
+                                                "level": 5,
+                                                "stable_id": 1074,
+                                                "description": "即时抓拍、预设拍摄等不同的拍摄执行方式",
+                                                "is_real": true,
+                                                "is_hit": true,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "即时捕捉",
+                                                        "path": "/呈现/视觉/视觉制作/实景拍摄/拍摄方式/即时捕捉",
+                                                        "level": 6,
+                                                        "stable_id": 433,
+                                                        "description": "抓拍、随拍、动态捕捉等非预设的即时性拍摄手法",
+                                                        "is_real": true,
+                                                        "is_hit": false,
+                                                        "is_suggested": false,
+                                                        "children": [
+                                                            {
+                                                                "name": "动态捕捉",
+                                                                "path": "/呈现/视觉/视觉制作/实景拍摄/拍摄方式/即时捕捉/动态捕捉",
+                                                                "level": 7,
+                                                                "stable_id": 19311,
+                                                                "description": "在运动过程中捕捉动态瞬间的拍摄手法,包括动作捕捉、动态抓拍、连续动态等",
+                                                                "is_real": true,
+                                                                "is_hit": true,
+                                                                "is_suggested": false,
+                                                                "children": []
+                                                            }
+                                                        ]
+                                                    }
+                                                ]
+                                            }
+                                        ]
+                                    },
+                                    {
+                                        "name": "构图编排",
+                                        "path": "/呈现/视觉/视觉制作/构图编排",
+                                        "level": 4,
+                                        "stable_id": 1150,
+                                        "description": "画面的空间组织与版面布局设计",
+                                        "is_real": true,
+                                        "is_hit": true,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "版面设计",
+                                                "path": "/呈现/视觉/视觉制作/构图编排/版面设计",
+                                                "level": 5,
+                                                "stable_id": 1053,
+                                                "description": "文字、图形在版面上的排版布局与视觉组织",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "图文关系",
+                                                        "path": "/呈现/视觉/视觉制作/构图编排/版面设计/图文关系",
+                                                        "level": 6,
+                                                        "stable_id": 1064,
+                                                        "description": "图片与文字的空间编排与语义配合",
+                                                        "is_real": true,
+                                                        "is_hit": false,
+                                                        "is_suggested": false,
+                                                        "children": [
+                                                            {
+                                                                "name": "图文编排",
+                                                                "path": "/呈现/视觉/视觉制作/构图编排/版面设计/图文关系/图文编排",
+                                                                "level": 7,
+                                                                "stable_id": 399,
+                                                                "description": "图片与文字在版面上的空间组织与布局方式",
+                                                                "is_real": true,
+                                                                "is_hit": false,
+                                                                "is_suggested": false,
+                                                                "children": [
+                                                                    {
+                                                                        "name": "配图选择",
+                                                                        "path": "/呈现/视觉/视觉制作/构图编排/版面设计/图文关系/图文编排/配图选择",
+                                                                        "level": 8,
+                                                                        "stable_id": 20033,
+                                                                        "description": "为文字内容选配图片的方式与策略",
+                                                                        "is_real": true,
+                                                                        "is_hit": true,
+                                                                        "is_suggested": false,
+                                                                        "children": []
+                                                                    }
+                                                                ]
+                                                            }
+                                                        ]
+                                                    },
+                                                    {
+                                                        "name": "版面结构",
+                                                        "path": "/呈现/视觉/视觉制作/构图编排/版面设计/版面结构",
+                                                        "level": 6,
+                                                        "stable_id": 334,
+                                                        "description": "页面整体的版式骨架与空间分割方式",
+                                                        "is_real": true,
+                                                        "is_hit": false,
+                                                        "is_suggested": false,
+                                                        "children": [
+                                                            {
+                                                                "name": "载体类型",
+                                                                "path": "/呈现/视觉/视觉制作/构图编排/版面设计/版面结构/载体类型",
+                                                                "level": 7,
+                                                                "stable_id": 1431,
+                                                                "description": "信息呈现的载体形式",
+                                                                "is_real": true,
+                                                                "is_hit": false,
+                                                                "is_suggested": false,
+                                                                "children": [
+                                                                    {
+                                                                        "name": "视频载体",
+                                                                        "path": "/呈现/视觉/视觉制作/构图编排/版面设计/版面结构/载体类型/视频载体",
+                                                                        "level": 8,
+                                                                        "stable_id": 2851,
+                                                                        "description": "以动态影像为核心的信息呈现载体",
+                                                                        "is_real": true,
+                                                                        "is_hit": true,
+                                                                        "is_suggested": false,
+                                                                        "children": []
+                                                                    }
+                                                                ]
+                                                            }
+                                                        ]
+                                                    }
+                                                ]
+                                            },
+                                            {
+                                                "name": "空间布局",
+                                                "path": "/呈现/视觉/视觉制作/构图编排/空间布局",
+                                                "level": 5,
+                                                "stable_id": 1050,
+                                                "description": "画面中元素的空间组织、构图方式与视觉编排",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "构图方式",
+                                                        "path": "/呈现/视觉/视觉制作/构图编排/空间布局/构图方式",
+                                                        "level": 6,
+                                                        "stable_id": 1059,
+                                                        "description": "画面框架的几何结构与空间分割方式",
+                                                        "is_real": true,
+                                                        "is_hit": false,
+                                                        "is_suggested": false,
+                                                        "children": [
+                                                            {
+                                                                "name": "人物布局",
+                                                                "path": "/呈现/视觉/视觉制作/构图编排/空间布局/构图方式/人物布局",
+                                                                "level": 7,
+                                                                "stable_id": 1814,
+                                                                "description": "以人物为主体的画面组织方式",
+                                                                "is_real": true,
+                                                                "is_hit": true,
+                                                                "is_suggested": false,
+                                                                "children": [
+                                                                    {
+                                                                        "name": "人物姿态",
+                                                                        "path": "/呈现/视觉/视觉制作/构图编排/空间布局/构图方式/人物布局/人物姿态",
+                                                                        "level": 8,
+                                                                        "stable_id": 19152,
+                                                                        "description": "以人物整体肢体姿态为主要构图特征,包括坐姿、站立、动态及多姿态组合构图",
+                                                                        "is_real": true,
+                                                                        "is_hit": true,
+                                                                        "is_suggested": false,
+                                                                        "children": []
+                                                                    }
+                                                                ]
+                                                            },
+                                                            {
+                                                                "name": "动态叙事",
+                                                                "path": "/呈现/视觉/视觉制作/构图编排/空间布局/构图方式/动态叙事",
+                                                                "level": 7,
+                                                                "stable_id": 1816,
+                                                                "description": "具有运动感或故事引导性的构图方式",
+                                                                "is_real": true,
+                                                                "is_hit": true,
+                                                                "is_suggested": false,
+                                                                "children": []
+                                                            }
+                                                        ]
+                                                    },
+                                                    {
+                                                        "name": "元素编排",
+                                                        "path": "/呈现/视觉/视觉制作/构图编排/空间布局/元素编排",
+                                                        "level": 6,
+                                                        "stable_id": 1060,
+                                                        "description": "画面中多个元素的排列组织与空间关系处理",
+                                                        "is_real": true,
+                                                        "is_hit": false,
+                                                        "is_suggested": false,
+                                                        "children": [
+                                                            {
+                                                                "name": "组合关系",
+                                                                "path": "/呈现/视觉/视觉制作/构图编排/空间布局/元素编排/组合关系",
+                                                                "level": 7,
+                                                                "stable_id": 426,
+                                                                "description": "多个元素之间的并置、联动与关联方式",
+                                                                "is_real": true,
+                                                                "is_hit": false,
+                                                                "is_suggested": false,
+                                                                "children": [
+                                                                    {
+                                                                        "name": "并列叠加",
+                                                                        "path": "/呈现/视觉/视觉制作/构图编排/空间布局/元素编排/组合关系/并列叠加",
+                                                                        "level": 8,
+                                                                        "stable_id": 20332,
+                                                                        "description": "将多个视觉元素并列摆放或叠加组合的通用呈现方式",
+                                                                        "is_real": true,
+                                                                        "is_hit": true,
+                                                                        "is_suggested": false,
+                                                                        "children": []
+                                                                    }
+                                                                ]
+                                                            },
+                                                            {
+                                                                "name": "排列节奏",
+                                                                "path": "/呈现/视觉/视觉制作/构图编排/空间布局/元素编排/排列节奏",
+                                                                "level": 7,
+                                                                "stable_id": 424,
+                                                                "description": "元素在画面中按特定模式或规律进行有序排列的编排方式",
+                                                                "is_real": true,
+                                                                "is_hit": false,
+                                                                "is_suggested": false,
+                                                                "children": [
+                                                                    {
+                                                                        "name": "阵列排列",
+                                                                        "path": "/呈现/视觉/视觉制作/构图编排/空间布局/元素编排/排列节奏/阵列排列",
+                                                                        "level": 8,
+                                                                        "stable_id": 2291,
+                                                                        "description": "元素按行列、网格或几何规律整齐排列的组织方式",
+                                                                        "is_real": true,
+                                                                        "is_hit": false,
+                                                                        "is_suggested": false,
+                                                                        "children": [
+                                                                            {
+                                                                                "name": "网格矩阵",
+                                                                                "path": "/呈现/视觉/视觉制作/构图编排/空间布局/元素编排/排列节奏/阵列排列/网格矩阵",
+                                                                                "level": 9,
+                                                                                "stable_id": 6531,
+                                                                                "description": "元素按网格、矩阵、点阵等规则几何形式排列的组织方式",
+                                                                                "is_real": true,
+                                                                                "is_hit": true,
+                                                                                "is_suggested": false,
+                                                                                "children": []
+                                                                            }
+                                                                        ]
+                                                                    }
+                                                                ]
+                                                            }
+                                                        ]
+                                                    },
+                                                    {
+                                                        "name": "景别角度",
+                                                        "path": "/呈现/视觉/视觉制作/构图编排/空间布局/景别角度",
+                                                        "level": 6,
+                                                        "stable_id": 1061,
+                                                        "description": "拍摄距离、角度与视距的选择",
+                                                        "is_real": true,
+                                                        "is_hit": false,
+                                                        "is_suggested": false,
+                                                        "children": [
+                                                            {
+                                                                "name": "特写近景",
+                                                                "path": "/呈现/视觉/视觉制作/构图编排/空间布局/景别角度/特写近景",
+                                                                "level": 7,
+                                                                "stable_id": 352,
+                                                                "description": "近距离放大呈现局部细节与人物的景别选择",
+                                                                "is_real": true,
+                                                                "is_hit": false,
+                                                                "is_suggested": false,
+                                                                "children": [
+                                                                    {
+                                                                        "name": "通用技法",
+                                                                        "path": "/呈现/视觉/视觉制作/构图编排/空间布局/景别角度/特写近景/通用技法",
+                                                                        "level": 8,
+                                                                        "stable_id": 2033,
+                                                                        "description": "不限定拍摄对象的通用特写拍摄技法和术语",
+                                                                        "is_real": true,
+                                                                        "is_hit": false,
+                                                                        "is_suggested": false,
+                                                                        "children": [
+                                                                            {
+                                                                                "name": "极致特写",
+                                                                                "path": "/呈现/视觉/视觉制作/构图编排/空间布局/景别角度/特写近景/通用技法/极致特写",
+                                                                                "level": 9,
+                                                                                "stable_id": 7713,
+                                                                                "description": "通过极端距离、高频次或视觉压迫等方式强化特写效果的拍摄风格",
+                                                                                "is_real": true,
+                                                                                "is_hit": true,
+                                                                                "is_suggested": false,
+                                                                                "children": []
+                                                                            }
+                                                                        ]
+                                                                    }
+                                                                ]
+                                                            }
+                                                        ]
+                                                    }
+                                                ]
+                                            }
+                                        ]
+                                    },
+                                    {
+                                        "name": "分镜设计",
+                                        "path": "/呈现/视觉/视觉制作/分镜设计",
+                                        "level": 4,
+                                        "stable_id": null,
+                                        "description": "",
+                                        "is_real": false,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "is_inferred": true,
+                                        "children": [
+                                            {
+                                                "name": "人物调度",
+                                                "path": "/呈现/视觉/视觉制作/分镜设计/人物调度",
+                                                "level": 5,
+                                                "stable_id": null,
+                                                "description": "",
+                                                "is_real": false,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "is_inferred": true,
+                                                "children": [
+                                                    {
+                                                        "name": "场景分镜",
+                                                        "path": "/呈现/视觉/视觉制作/分镜设计/人物调度/场景分镜",
+                                                        "level": 6,
+                                                        "stable_id": null,
+                                                        "description": "",
+                                                        "is_real": false,
+                                                        "is_hit": false,
+                                                        "is_suggested": true,
+                                                        "is_inferred": true,
+                                                        "children": []
+                                                    }
+                                                ]
+                                            }
+                                        ]
+                                    }
+                                ]
+                            },
+                            {
+                                "name": "视觉风格",
+                                "path": "/呈现/视觉/视觉风格",
+                                "level": 3,
+                                "stable_id": 1057,
+                                "description": "画面的整体美学风格与视觉气质",
+                                "is_real": true,
+                                "is_hit": false,
+                                "is_suggested": false,
+                                "children": [
+                                    {
+                                        "name": "视觉艺术风格",
+                                        "path": "/呈现/视觉/视觉风格/视觉艺术风格",
+                                        "level": 4,
+                                        "stable_id": 1071,
+                                        "description": "源自特定艺术流派或审美取向的风格化处理",
+                                        "is_real": true,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "影视风格",
+                                                "path": "/呈现/视觉/视觉风格/视觉艺术风格/影视风格",
+                                                "level": 5,
+                                                "stable_id": 1991,
+                                                "description": "模拟电影、综艺、舞台剧等影视节目的视觉呈现风格",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "电影风格",
+                                                        "path": "/呈现/视觉/视觉风格/视觉艺术风格/影视风格/电影风格",
+                                                        "level": 6,
+                                                        "stable_id": 1999,
+                                                        "description": "模拟电影的艺术表现手法和质感",
+                                                        "is_real": true,
+                                                        "is_hit": true,
+                                                        "is_suggested": false,
+                                                        "children": []
+                                                    }
+                                                ]
+                                            },
+                                            {
+                                                "name": "现代气质",
+                                                "path": "/呈现/视觉/视觉风格/视觉艺术风格/现代气质",
+                                                "level": 5,
+                                                "stable_id": 24754,
+                                                "description": "以抽象概念或气质特征定义的现代审美风格,包括时尚现代、精致高端、文艺意境、经典气质、力量硬朗、科技未来等",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "时尚现代",
+                                                        "path": "/呈现/视觉/视觉风格/视觉艺术风格/现代气质/时尚现代",
+                                                        "level": 6,
+                                                        "stable_id": 20113,
+                                                        "description": "符合当代流行趋势、都市感、现代感的审美取向",
+                                                        "is_real": true,
+                                                        "is_hit": true,
+                                                        "is_suggested": false,
+                                                        "children": []
+                                                    }
+                                                ]
+                                            }
+                                        ]
+                                    },
+                                    {
+                                        "name": "视觉氛围风格",
+                                        "path": "/呈现/视觉/视觉风格/视觉氛围风格",
+                                        "level": 4,
+                                        "stable_id": 1072,
+                                        "description": "画面传达的情绪氛围与感受基调",
+                                        "is_real": true,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "怀旧复古",
+                                                "path": "/呈现/视觉/视觉风格/视觉氛围风格/怀旧复古",
+                                                "level": 5,
+                                                "stable_id": 204,
+                                                "description": "具有年代感、复古气息、黑白影像质感的视觉氛围",
+                                                "is_real": true,
+                                                "is_hit": true,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "技术呈现",
+                                                        "path": "/呈现/视觉/视觉风格/视觉氛围风格/怀旧复古/技术呈现",
+                                                        "level": 6,
+                                                        "stable_id": 3452,
+                                                        "description": "通过色调、滤镜、胶片质感等技术手段实现的怀旧视觉效果",
+                                                        "is_real": true,
+                                                        "is_hit": false,
+                                                        "is_suggested": false,
+                                                        "children": [
+                                                            {
+                                                                "name": "复古色调",
+                                                                "path": "/呈现/视觉/视觉风格/视觉氛围风格/怀旧复古/技术呈现/复古色调",
+                                                                "level": 7,
+                                                                "stable_id": 20051,
+                                                                "description": "通用的复古色调与滤镜处理,包括整体偏暗、偏黄或偏红的年代感色彩风格,不特指胶片介质",
+                                                                "is_real": true,
+                                                                "is_hit": true,
+                                                                "is_suggested": false,
+                                                                "children": []
+                                                            },
+                                                            {
+                                                                "name": "老照片风格",
+                                                                "path": "/呈现/视觉/视觉风格/视觉氛围风格/怀旧复古/技术呈现/老照片风格",
+                                                                "level": 7,
+                                                                "stable_id": 20056,
+                                                                "description": "模拟旧时代照片或早期影像的整体视觉风格,包括褪色、斑驳、老旧感的影像效果",
+                                                                "is_real": true,
+                                                                "is_hit": true,
+                                                                "is_suggested": false,
+                                                                "children": []
+                                                            },
+                                                            {
+                                                                "name": "胶片色调",
+                                                                "path": "/呈现/视觉/视觉风格/视觉氛围风格/怀旧复古/技术呈现/胶片色调",
+                                                                "level": 7,
+                                                                "stable_id": 20052,
+                                                                "description": "模拟胶片摄影的色调与滤镜效果,包括低饱和度、泛黄、怀旧感的胶片色彩呈现",
+                                                                "is_real": true,
+                                                                "is_hit": true,
+                                                                "is_suggested": false,
+                                                                "children": []
+                                                            }
+                                                        ]
+                                                    }
+                                                ]
+                                            }
+                                        ]
+                                    }
+                                ]
+                            }
+                        ]
+                    },
+                    {
+                        "name": "听觉",
+                        "path": "/呈现/听觉",
+                        "level": 2,
+                        "stable_id": 138,
+                        "description": "音乐、音效、语音、旁白等听觉层面的形式要素",
+                        "is_real": true,
+                        "is_hit": false,
+                        "is_suggested": false,
+                        "children": [
+                            {
+                                "name": "配乐",
+                                "path": "/呈现/听觉/配乐",
+                                "level": 3,
+                                "stable_id": 179,
+                                "description": "视频中烘托氛围、传递情感的背景音乐",
+                                "is_real": true,
+                                "is_hit": false,
+                                "is_suggested": false,
+                                "children": [
+                                    {
+                                        "name": "节奏特征",
+                                        "path": "/呈现/听觉/配乐/节奏特征",
+                                        "level": 4,
+                                        "stable_id": 1953,
+                                        "description": "按节奏律动特征描述的配乐风格,如欢快、强节奏、动感等",
+                                        "is_real": true,
+                                        "is_hit": true,
+                                        "is_suggested": false,
+                                        "children": []
+                                    }
+                                ]
+                            },
+                            {
+                                "name": "语音",
+                                "path": "/呈现/听觉/语音",
+                                "level": 3,
+                                "stable_id": 25251,
+                                "description": "",
+                                "is_real": true,
+                                "is_hit": false,
+                                "is_suggested": false,
+                                "children": [
+                                    {
+                                        "name": "表达形式",
+                                        "path": "/呈现/听觉/语音/表达形式",
+                                        "level": 4,
+                                        "stable_id": 149,
+                                        "description": "口头解说、旁白、配音等语音层面的呈现",
+                                        "is_real": true,
+                                        "is_hit": false,
+                                        "is_suggested": false,
+                                        "children": [
+                                            {
+                                                "name": "风格化解说",
+                                                "path": "/呈现/听觉/语音/表达形式/风格化解说",
+                                                "level": 5,
+                                                "stable_id": 219,
+                                                "description": "纪实性、演讲式、互动式等具有特定风格或功能特征的解说方式",
+                                                "is_real": true,
+                                                "is_hit": false,
+                                                "is_suggested": false,
+                                                "children": [
+                                                    {
+                                                        "name": "叙事手法",
+                                                        "path": "/呈现/听觉/语音/表达形式/风格化解说/叙事手法",
+                                                        "level": 6,
+                                                        "stable_id": 2012,
+                                                        "description": "通过特定叙事方式进行解说,如纪实性、故事性等",
+                                                        "is_real": true,
+                                                        "is_hit": true,
+                                                        "is_suggested": false,
+                                                        "children": []
+                                                    }
+                                                ]
+                                            }
+                                        ]
+                                    },
+                                    {
+                                        "name": "角色塑造",
+                                        "path": "/呈现/听觉/语音/角色塑造",
+                                        "level": 4,
+                                        "stable_id": null,
+                                        "description": "",
+                                        "is_real": false,
+                                        "is_hit": false,
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+}

+ 1741 - 0
knowhub/frontend/public/viz4.html

@@ -0,0 +1,1741 @@
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+        cursor: pointer;
+        padding: 4px 10px;
+        border: 1px solid var(--border);
+        border-radius: 4px;
+        background: transparent;
+      }
+      .clear-all:hover {
+        color: var(--fg);
+        border-color: var(--accent);
+      }
+      .clear-all.active {
+        color: var(--warn);
+        border-color: var(--warn);
+      }
+      .exit-fs {
+        margin-left: auto;
+        font-size: 11px;
+        color: var(--muted);
+        cursor: pointer;
+        padding: 4px 10px;
+        border: 1px solid var(--border);
+        border-radius: 4px;
+        background: transparent;
+        display: none;
+      }
+      .exit-fs:hover {
+        color: var(--fg);
+        border-color: var(--accent);
+      }
+
+      main {
+        display: grid;
+        grid-template-columns: 160px 360px 220px 320px 1fr;
+        height: 100vh;
+        min-width: 1480px;
+        background: var(--bg);
+      }
+      section {
+        overflow: auto;
+        border-right: 1px solid var(--border);
+        padding: 8px 10px;
+      }
+      section:last-child {
+        border-right: none;
+      }
+      section.fac1 {
+        background: var(--panel);
+      }
+      section.fac2 {
+        background: #f8fafc;
+      }
+      section.fac3 {
+        background: var(--panel);
+      }
+      section.fac4 {
+        background: #f4f4f5;
+      }
+      section.detail {
+        background: var(--panel);
+      }
+
+      .col-title {
+        font-size: 10px;
+        text-transform: uppercase;
+        letter-spacing: 0.6px;
+        color: var(--muted);
+        margin: 2px 4px 8px;
+        display: flex;
+        justify-content: space-between;
+        align-items: baseline;
+      }
+      .col-count {
+        font-size: 10px;
+        color: var(--muted);
+      }
+      .col-clear {
+        font-size: 10px;
+        color: var(--accent);
+        cursor: pointer;
+        display: none;
+      }
+      .col-clear.show {
+        display: inline;
+      }
+
+      .item {
+        padding: 6px 8px;
+        border-radius: 5px;
+        cursor: pointer;
+        margin-bottom: 3px;
+        border: 1px solid transparent;
+        display: flex;
+        justify-content: space-between;
+        align-items: center;
+        gap: 6px;
+      }
+      .item:hover:not(.disabled) {
+        background: var(--panel2);
+      }
+      .item.active {
+        background: var(--tag-bg-active);
+        color: var(--tag-fg-active);
+        border-color: var(--tag-bg-active);
+      }
+      .item.disabled {
+        opacity: 0.32;
+        cursor: not-allowed;
+      }
+      .item-name {
+        flex: 1;
+        min-width: 0;
+        font-size: 12px;
+        white-space: nowrap;
+        overflow: hidden;
+        text-overflow: ellipsis;
+      }
+      .item-count {
+        font-size: 10px;
+        background: var(--bg);
+        padding: 1px 5px;
+        border-radius: 8px;
+        color: var(--muted);
+        min-width: 20px;
+        text-align: center;
+        flex-shrink: 0;
+      }
+      .item.active .item-count {
+        background: rgba(0, 0, 0, 0.3);
+        color: #fff;
+      }
+      .item-def {
+        display: block;
+        font-size: 10px;
+        color: var(--muted);
+        margin-top: 2px;
+        line-height: 1.4;
+      }
+      .item.active .item-def {
+        color: rgba(255, 255, 255, 0.85);
+      }
+      .item-stack {
+        flex: 1;
+        min-width: 0;
+      }
+
+      /* col-2 tabs */
+      .scope-tabs {
+        display: flex;
+        gap: 4px;
+        margin: 0 0 8px;
+        border-bottom: 1px solid var(--border);
+        padding-bottom: 5px;
+      }
+      .scope-tab {
+        padding: 4px 10px;
+        border-radius: 5px 5px 0 0;
+        cursor: pointer;
+        font-size: 12px;
+        color: var(--muted);
+        background: transparent;
+        border: 1px solid transparent;
+        border-bottom: none;
+        user-select: none;
+      }
+      .scope-tab.active {
+        color: var(--fg);
+        background: var(--panel2);
+        border-color: var(--border);
+      }
+      .scope-tab:hover:not(.active) {
+        color: var(--fg);
+      }
+      .scope-pane {
+        display: none;
+      }
+      .scope-pane.active {
+        display: block;
+      }
+      .scope-meta {
+        font-size: 10px;
+        color: var(--muted);
+        margin: 0 4px 8px;
+        line-height: 1.4;
+      }
+
+      /* facets */
+      .facet-title {
+        margin-top: 10px;
+        padding: 4px 6px;
+        font-size: 11px;
+        color: var(--muted);
+        font-weight: 600;
+        border-bottom: 1px solid var(--border);
+        text-transform: uppercase;
+        letter-spacing: 0.5px;
+      }
+      .facet-title:first-child {
+        margin-top: 0;
+      }
+
+      /* itemsets (pattern tab) */
+      .iset {
+        padding: 8px 10px;
+        border-radius: 5px;
+        cursor: pointer;
+        margin-bottom: 5px;
+        border: 1px solid var(--border);
+        background: var(--panel2);
+      }
+      .iset:hover:not(.disabled) {
+        border-color: var(--accent);
+      }
+      .iset.active {
+        border-color: var(--accent);
+        background: #eff6ff;
+        box-shadow: 0 0 0 1px var(--accent) inset;
+      }
+      .iset.disabled {
+        opacity: 0.32;
+        cursor: not-allowed;
+      }
+      .iset-head {
+        display: flex;
+        align-items: center;
+        gap: 6px;
+        margin-bottom: 5px;
+      }
+      .iset-sup {
+        background: var(--accent);
+        color: #fff;
+        padding: 1px 7px;
+        border-radius: 3px;
+        font-weight: 700;
+        font-size: 11px;
+      }
+      .iset-k {
+        background: var(--tag-bg);
+        color: var(--fg);
+        padding: 1px 6px;
+        border-radius: 3px;
+        font-size: 10px;
+        letter-spacing: 0.3px;
+      }
+      .iset-meta {
+        font-size: 10px;
+        color: var(--muted);
+        margin-left: auto;
+      }
+      .iset-paths {
+        display: flex;
+        flex-direction: column;
+        gap: 3px;
+      }
+      .iset-path {
+        display: flex;
+        gap: 5px;
+        font-size: 11px;
+        line-height: 1.4;
+        align-items: flex-start;
+      }
+      .iset-fdot {
+        width: 18px;
+        flex-shrink: 0;
+        font-size: 9px;
+        font-weight: 700;
+        text-align: center;
+        border-radius: 3px;
+        line-height: 16px;
+        height: 16px;
+        letter-spacing: 0;
+        margin-top: 1px;
+      }
+      .iset-fdot.shi {
+        background: #dbeafe;
+        color: #1d4ed8;
+      }
+      .iset-fdot.xing {
+        background: #f3e8ff;
+        color: #7e22ce;
+      }
+      .iset-fdot.both {
+        background: #fef9c3;
+        color: #a16207;
+      }
+      .iset-leaf {
+        font-weight: 600;
+        color: var(--fg);
+        word-break: break-all;
+      }
+      .iset-parent {
+        color: var(--muted);
+        font-size: 10px;
+        margin-top: 1px;
+        word-break: break-all;
+        line-height: 1.3;
+        font-family: ui-monospace, SFMono-Regular, Menlo, monospace;
+      }
+
+      /* tree */
+      .tnode {
+        margin-left: 0;
+      }
+      .tnode .tnode {
+        margin-left: 12px;
+        border-left: 1px dashed var(--border);
+        padding-left: 6px;
+      }
+      .tline {
+        display: flex;
+        align-items: center;
+        gap: 4px;
+        padding: 3px 4px;
+        border-radius: 4px;
+        cursor: pointer;
+        font-size: 12px;
+        line-height: 1.35;
+      }
+      .tline:hover:not(.disabled) {
+        background: var(--panel2);
+      }
+      .tline.active {
+        background: var(--tag-bg-active);
+        color: var(--tag-fg-active);
+      }
+      .tline.disabled {
+        opacity: 0.32;
+        cursor: not-allowed;
+      }
+      .tline.suggested .tname {
+        color: var(--suggest);
+        font-style: italic;
+      }
+      .tline.suggested.active .tname {
+        color: #fff;
+      }
+      .tline.inferred .tname {
+        color: var(--inferred);
+        font-style: italic;
+      }
+      .tline.inferred.active .tname {
+        color: #fff;
+      }
+      .tcaret {
+        width: 12px;
+        display: inline-block;
+        text-align: center;
+        color: var(--muted);
+        cursor: pointer;
+        user-select: none;
+        flex-shrink: 0;
+        font-size: 10px;
+      }
+      .tcaret.invis {
+        visibility: hidden;
+      }
+      .tname {
+        flex: 1;
+        min-width: 0;
+        white-space: nowrap;
+        overflow: hidden;
+        text-overflow: ellipsis;
+      }
+      .tcount {
+        font-size: 10px;
+        color: var(--muted);
+        background: var(--bg);
+        padding: 1px 5px;
+        border-radius: 8px;
+        flex-shrink: 0;
+      }
+      .tline.active .tcount {
+        background: rgba(0, 0, 0, 0.3);
+        color: #fff;
+      }
+      .tcollapsed > .tnode {
+        display: none;
+      }
+
+      /* fragments list */
+      .frag {
+        padding: 7px 9px;
+        border-radius: 5px;
+        cursor: pointer;
+        margin-bottom: 4px;
+        border: 1px solid var(--border);
+        background: var(--panel);
+      }
+      .frag:hover {
+        background: var(--panel2);
+      }
+      .frag.active {
+        border-color: var(--accent);
+        background: var(--panel2);
+      }
+      .frag-head {
+        font-size: 10px;
+        color: var(--muted);
+        margin-bottom: 3px;
+        display: flex;
+        gap: 6px;
+        align-items: center;
+      }
+      .case-badge {
+        background: var(--accent);
+        color: #fff;
+        padding: 1px 5px;
+        border-radius: 3px;
+        font-weight: 600;
+        font-size: 10px;
+      }
+      .frag-badge {
+        background: var(--accent2);
+        color: #fff;
+        padding: 1px 5px;
+        border-radius: 3px;
+        font-weight: 600;
+        font-size: 10px;
+      }
+      .act-badge {
+        background: var(--warn);
+        color: #000;
+        padding: 1px 5px;
+        border-radius: 3px;
+        font-weight: 600;
+        font-size: 10px;
+      }
+      .frag-sig {
+        font-size: 11px;
+        color: var(--muted);
+        margin-top: 2px;
+        font-family: ui-monospace, SFMono-Regular, Menlo, monospace;
+      }
+      .frag-body {
+        font-size: 12px;
+        color: #334155;
+        margin-top: 4px;
+        line-height: 1.45;
+        display: -webkit-box;
+        -webkit-line-clamp: 2;
+        -webkit-box-orient: vertical;
+        overflow: hidden;
+      }
+
+      /* detail */
+      .detail-empty {
+        color: var(--muted);
+        text-align: center;
+        padding: 60px 20px;
+        font-size: 13px;
+      }
+      .detail h2 {
+        font-size: 14px;
+        margin: 0 0 8px;
+        display: flex;
+        gap: 8px;
+        align-items: center;
+        flex-wrap: wrap;
+      }
+      .case-title {
+        font-size: 12px;
+        color: var(--accent);
+        margin: 6px 0;
+        line-height: 1.5;
+      }
+      .case-title a {
+        color: var(--accent);
+        text-decoration: none;
+      }
+      .case-title a:hover {
+        text-decoration: underline;
+      }
+      .detail-section {
+        margin: 12px 0;
+      }
+      .detail-section h3 {
+        font-size: 10px;
+        color: var(--muted);
+        text-transform: uppercase;
+        letter-spacing: 0.6px;
+        margin: 0 0 6px;
+        font-weight: 600;
+      }
+      .body-text {
+        font-size: 12px;
+        line-height: 1.6;
+        color: #334155;
+        background: var(--code);
+        padding: 8px 10px;
+        border-radius: 5px;
+        white-space: pre-wrap;
+      }
+      .effect-card {
+        background: var(--code);
+        border-radius: 5px;
+        padding: 7px 9px;
+        margin-bottom: 5px;
+        border-left: 3px solid var(--accent2);
+        font-size: 12px;
+      }
+      .effect-stmt {
+        font-weight: 600;
+        margin-bottom: 4px;
+      }
+      .effect-meta {
+        color: var(--muted);
+        font-size: 11px;
+        margin-top: 3px;
+      }
+      .pill {
+        display: inline-block;
+        padding: 1px 6px;
+        background: var(--tag-bg);
+        border-radius: 8px;
+        font-size: 11px;
+        margin-right: 3px;
+        margin-bottom: 3px;
+      }
+      .pill.in {
+        background: #dbeafe;
+        color: #1e3a8a;
+      }
+      .pill.out {
+        background: #f3e8ff;
+        color: #581c87;
+      }
+      .pill.cfg {
+        background: #fef9c3;
+        color: #854d0e;
+      }
+      .io-row {
+        margin-bottom: 4px;
+        font-size: 11px;
+      }
+      .io-row .lbl {
+        color: var(--muted);
+        font-size: 10px;
+        margin-right: 6px;
+        text-transform: uppercase;
+      }
+      .pathline {
+        font-family: ui-monospace, SFMono-Regular, Menlo, monospace;
+        font-size: 11px;
+        color: var(--accent);
+        margin-bottom: 2px;
+        word-break: break-all;
+      }
+      .pathline.suggest {
+        color: var(--suggest);
+      }
+      .rationale {
+        color: var(--muted);
+        font-size: 11px;
+        margin-bottom: 6px;
+        margin-left: 4px;
+        line-height: 1.45;
+      }
+      .json-raw {
+        font-family: ui-monospace, SFMono-Regular, Menlo, monospace;
+        font-size: 10px;
+        background: var(--code);
+        padding: 8px;
+        border-radius: 5px;
+        white-space: pre-wrap;
+        color: var(--fg);
+        max-height: 240px;
+        overflow: auto;
+      }
+      details summary {
+        cursor: pointer;
+        color: var(--muted);
+        font-size: 10px;
+        margin: 6px 0;
+        user-select: none;
+      }
+      details summary:hover {
+        color: var(--fg);
+      }
+
+      .empty-msg {
+        color: var(--muted);
+        text-align: center;
+        padding: 30px 10px;
+        font-size: 11px;
+        font-style: italic;
+      }
+
+      /* modality side filter (column 3 internal) */
+      .mod-filter {
+        margin: 0 4px 8px;
+        padding: 6px 6px 4px;
+        background: var(--code);
+        border: 1px solid var(--border);
+        border-radius: 5px;
+      }
+      .mod-filter-row {
+        display: flex;
+        align-items: center;
+        gap: 6px;
+        margin-bottom: 4px;
+      }
+      .mod-filter-row:last-child {
+        margin-bottom: 0;
+      }
+      .mod-filter-lbl {
+        font-size: 10px;
+        color: var(--muted);
+        min-width: 42px;
+        flex-shrink: 0;
+      }
+      .mod-chips {
+        display: flex;
+        gap: 4px;
+        flex-wrap: wrap;
+      }
+      .mod-chip {
+        font-size: 11px;
+        padding: 1px 7px;
+        background: var(--tag-bg);
+        border-radius: 8px;
+        cursor: pointer;
+        color: var(--fg);
+        user-select: none;
+        border: 1px solid transparent;
+      }
+      .mod-chip:hover:not(.disabled) {
+        background: var(--panel2);
+        border-color: var(--border);
+      }
+      .mod-chip.active {
+        background: var(--tag-bg-active);
+        color: var(--tag-fg-active);
+      }
+      .mod-chip.disabled {
+        opacity: 0.32;
+        cursor: not-allowed;
+      }
+
+      /* selection summary chip in header */
+      .filter-chip {
+        font-size: 11px;
+        padding: 3px 8px;
+        background: var(--tag-bg);
+        border-radius: 10px;
+        color: var(--fg);
+        display: inline-flex;
+        align-items: center;
+        gap: 6px;
+      }
+      .filter-chip .x {
+        color: var(--muted);
+        cursor: pointer;
+        font-weight: bold;
+      }
+      .filter-chip .x:hover {
+        color: var(--warn);
+      }
+      .filter-chip .lbl {
+        color: var(--muted);
+        font-size: 9px;
+        text-transform: uppercase;
+      }
+    </style>
+  </head>
+  <body>
+    <header>
+      <h1>工序五层筛选</h1>
+      <span class="stats" id="stats"></span>
+      <span id="chips"></span>
+      <button class="exit-fs" id="exitFs">退出全屏</button>
+      <button class="clear-all" id="clearAll">清除全部筛选</button>
+    </header>
+
+    <main>
+      <section class="fac1" id="actCol">
+        <div class="col-title">
+          <span>① 动作</span><span class="col-count" id="actCnt"></span>
+        </div>
+        <div id="actList"></div>
+      </section>
+      <section class="fac2" id="scopeCol">
+        <div class="col-title">
+          <span>② 作用域</span>
+          <span class="col-count" id="scopeStat"></span>
+        </div>
+        <div class="scope-tabs">
+          <div class="scope-tab" data-mode="node" id="tabNode">
+            node · 内容树
+          </div>
+          <div class="scope-tab" data-mode="pattern" id="tabPattern">
+            pattern · 频繁项集
+          </div>
+          <span
+            class="col-clear"
+            id="scopeClear"
+            style="margin-left: auto; align-self: center"
+            >清除</span
+          >
+        </div>
+
+        <div class="scope-pane" id="paneNode">
+          <div class="facet-title">实质</div>
+          <div id="shizhiTree"></div>
+          <div class="facet-title">形式</div>
+          <div id="xingshiTree"></div>
+        </div>
+
+        <div class="scope-pane" id="panePattern">
+          <div class="scope-meta" id="isParams"></div>
+          <div id="isList"></div>
+        </div>
+      </section>
+      <section class="fac3" id="modCol">
+        <div class="col-title">
+          <span>③ 输入 → 输出模态</span
+          ><span class="col-clear" id="modClear">清除</span>
+        </div>
+        <div class="mod-filter">
+          <div class="mod-filter-row">
+            <span class="mod-filter-lbl">输入含</span>
+            <span class="mod-chips" id="modInChips"></span>
+          </div>
+          <div class="mod-filter-row">
+            <span class="mod-filter-lbl">输出含</span>
+            <span class="mod-chips" id="modOutChips"></span>
+          </div>
+        </div>
+        <div id="modList"></div>
+      </section>
+      <section class="fac4" id="fragCol">
+        <div class="col-title">
+          <span id="fragColTitle">④ Fragments</span
+          ><span class="col-count" id="fragCnt"></span>
+        </div>
+        <div id="fragList"></div>
+      </section>
+      <section class="detail" id="detailCol">
+        <div class="col-title"><span>⑤ 来源工序详情</span></div>
+        <div id="detailBody">
+          <div class="detail-empty">点击左侧 fragment 查看详情</div>
+        </div>
+      </section>
+    </main>
+
+    
+    <script>
+      
+      let data = null;
+      let SIDE_MODS = null;
+      let shiDesc = null;
+      let xingDesc = null;
+
+      Promise.all([
+        fetch('/fragment.json').then(r => r.json()),
+        fetch('/case_pure.json').then(r => r.json()).catch(() => null)
+      ]).then(([fragData, caseData]) => {
+        data = fragData;
+        const casesMap = {};
+        if (caseData && caseData.cases) {
+          caseData.cases.forEach(c => casesMap[c.index] = c);
+        }
+        data.fragments.forEach(f => {
+          if (casesMap[f.case_index]) {
+            f.case_title = casesMap[f.case_index].title;
+            f.case_url = casesMap[f.case_index].url;
+            f.case_cover = casesMap[f.case_index].cover;
+            f.case_body = casesMap[f.case_index].body;
+            f.case_images = casesMap[f.case_index].images;
+          }
+        });
+        initApp();
+      });
+
+      function initApp() {
+
+
+      // State of selections (cascading filters)
+      const state = {
+        action: null, // verb string
+        scopeMode: "node", // 'node' or 'pattern' — which sub-filter is active
+        shizhiPath: null, // path (node mode)
+        xingshiPath: null, // path (node mode)
+        itemsetIdx: null, // index into data.itemsets (pattern mode)
+        modSig: null,
+        modInFilter: new Set(),
+        modOutFilter: new Set(),
+        fragKey: null,
+        collapsed: new Set(),
+      };
+
+      // Parse a modality signature into input/output sets
+      function sigParts(sig) {
+        const [inS, outS] = sig.split(" → ");
+        const parse = (s) =>
+          new Set(s.split("+").filter((x) => x && x !== "∅"));
+        return { in: parse(inS), out: parse(outS) };
+      }
+      // All non-config modalities seen in any signature (for the chip palette)
+      const SIDE_MODS = (() => {
+        const inSet = new Set(),
+          outSet = new Set();
+        for (const m of data.modalities) {
+          const p = sigParts(m.sig);
+          for (const x of p.in) inSet.add(x);
+          for (const x of p.out) outSet.add(x);
+        }
+        return { in: [...inSet].sort(), out: [...outSet].sort() };
+      })();
+
+      function $(id) {
+        return document.getElementById(id);
+      }
+      function el(tag, attrs, ...kids) {
+        const e = document.createElement(tag);
+        if (attrs)
+          for (const k in attrs) {
+            if (k === "class") e.className = attrs[k];
+            else if (k === "onClick") e.addEventListener("click", attrs[k]);
+            else if (k.startsWith("data-")) e.setAttribute(k, attrs[k]);
+            else if (k === "title") e.title = attrs[k];
+            else e[k] = attrs[k];
+          }
+        for (const kid of kids) {
+          if (kid == null || kid === false) continue;
+          if (typeof kid === "string")
+            e.appendChild(document.createTextNode(kid));
+          else e.appendChild(kid);
+        }
+        return e;
+      }
+
+      const fragKey = (f) => f.case_index + ":" + f.fragment_id;
+
+      // build path -> all descendant paths map for tree filtering
+      function buildDescMap(roots) {
+        const map = new Map();
+        function walk(node) {
+          const all = [node.path];
+          for (const c of node.children || []) {
+            const sub = walk(c);
+            for (const p of sub) all.push(p);
+          }
+          map.set(node.path, all);
+          return all;
+        }
+        for (const r of roots) walk(r);
+        return map;
+      }
+      const shiDesc = buildDescMap(data.subtree.shizhi || []);
+      const xingDesc = buildDescMap(data.subtree.xingshi || []);
+
+      function fragMatchesPath(f, key, selPath, descMap) {
+        if (!selPath) return true;
+        const allowed = descMap.get(selPath) || [selPath];
+        const allowedSet = new Set(allowed);
+        const list = key === "shizhi" ? f.apply_shizhi : f.apply_xingshi;
+        for (const e of list || []) {
+          if (allowedSet.has(e.category_path)) return true;
+        }
+        return false;
+      }
+
+      // Pattern mode helpers
+      function fragPathSet(f) {
+        const s = new Set();
+        for (const e of f.apply_shizhi || [])
+          if (e.category_path) s.add(e.category_path);
+        for (const e of f.apply_xingshi || [])
+          if (e.category_path) s.add(e.category_path);
+        return s;
+      }
+      const fragPaths = new Map();
+      for (const f of data.fragments)
+        fragPaths.set(f.case_index + ":" + f.fragment_id, fragPathSet(f));
+      function fragMatchesItemset(f, itemset) {
+        if (!itemset) return true;
+        const ps = fragPaths.get(f.case_index + ":" + f.fragment_id);
+        for (const p of itemset.items) if (!ps.has(p)) return false;
+        return true;
+      }
+
+      // Active scope filter only counts when we're on the matching tab.
+      function scopeFilterActive() {
+        if (state.scopeMode === "node")
+          return !!(state.shizhiPath || state.xingshiPath);
+        if (state.scopeMode === "pattern") return state.itemsetIdx != null;
+        return false;
+      }
+
+      // Compute filtered fragments given the current state, optionally excluding one filter dim
+      function applyFilters(except) {
+        return data.fragments.filter((f) => {
+          if (except !== "action" && state.action && f.action !== state.action)
+            return false;
+          if (except !== "scope" && scopeFilterActive()) {
+            if (state.scopeMode === "node") {
+              if (
+                state.shizhiPath &&
+                !fragMatchesPath(f, "shizhi", state.shizhiPath, shiDesc)
+              )
+                return false;
+              if (
+                state.xingshiPath &&
+                !fragMatchesPath(f, "xingshi", state.xingshiPath, xingDesc)
+              )
+                return false;
+            } else if (state.scopeMode === "pattern") {
+              const sel = data.itemsets[state.itemsetIdx];
+              if (sel && !fragMatchesItemset(f, sel)) return false;
+            }
+          }
+          if (
+            except !== "mod" &&
+            state.modSig &&
+            f.modality_signature !== state.modSig
+          )
+            return false;
+          return true;
+        });
+      }
+
+      // === RENDERERS ===
+
+      function renderActions() {
+        const baseFiltered = applyFilters("action");
+        const counts = {};
+        for (const f of baseFiltered)
+          counts[f.action] = (counts[f.action] || 0) + 1;
+        const wrap = $("actList");
+        wrap.innerHTML = "";
+        for (const a of data.actions) {
+          const c = counts[a.verb] || 0;
+          const node = el("div", {
+            class:
+              "item" +
+              (state.action === a.verb ? " active" : "") +
+              (c === 0 && state.action !== a.verb ? " disabled" : ""),
+            onClick: () => {
+              if (c === 0 && state.action !== a.verb) return;
+              state.action = state.action === a.verb ? null : a.verb;
+              renderAll();
+            },
+          });
+          const stack = el(
+            "div",
+            { class: "item-stack" },
+            el("div", { class: "item-name" }, a.verb),
+            el("div", { class: "item-def" }, a.definition),
+          );
+          node.appendChild(stack);
+          node.appendChild(el("span", { class: "item-count" }, String(c)));
+          wrap.appendChild(node);
+        }
+        $("actCnt").textContent = "共 " + data.actions.length + " 个";
+      }
+
+      function renderTreeFacet(roots, key, mountId, selPath, descMap) {
+        const wrap = $(mountId);
+        wrap.innerHTML = "";
+        const baseFiltered = applyFilters("scope"); // exclude scope filters so this column shows what could be selected
+        // Compute hits: each fragment puts its 实质/形式 leaf paths in hit set
+        const hitCounts = new Map();
+        for (const f of baseFiltered) {
+          const list = key === "shizhi" ? f.apply_shizhi : f.apply_xingshi;
+          const seen = new Set();
+          for (const e of list || []) {
+            // walk up the path adding to ancestor counts so subtree counts roll up
+            const parts = (e.category_path || "").split("/").filter(Boolean);
+            for (let i = 1; i <= parts.length; i++) {
+              const p = "/" + parts.slice(0, i).join("/");
+              if (seen.has(p)) continue;
+              seen.add(p);
+            }
+          }
+          for (const p of seen) hitCounts.set(p, (hitCounts.get(p) || 0) + 1);
+        }
+
+        function renderNode(node, parent) {
+          const c = hitCounts.get(node.path) || 0;
+          const collapsed = state.collapsed.has(node.path);
+          const hasChildren = (node.children || []).length > 0;
+          const tnode = el("div", {
+            class: "tnode" + (collapsed ? " tcollapsed" : ""),
+          });
+          const cls = ["tline"];
+          if (selPath === node.path) cls.push("active");
+          if (c === 0 && selPath !== node.path) cls.push("disabled");
+          if (node.is_suggested && !node.is_hit) cls.push("suggested");
+          if (node.is_inferred) cls.push("inferred");
+          const line = el("div", {
+            class: cls.join(" "),
+            title:
+              node.path + (node.description ? "\n\n" + node.description : ""),
+          });
+          const caret = el(
+            "span",
+            {
+              class: "tcaret" + (hasChildren ? "" : " invis"),
+              onClick: (ev) => {
+                ev.stopPropagation();
+                if (state.collapsed.has(node.path))
+                  state.collapsed.delete(node.path);
+                else state.collapsed.add(node.path);
+                renderTrees();
+              },
+            },
+            hasChildren ? (collapsed ? "▶" : "▼") : "·",
+          );
+          line.appendChild(caret);
+          let label = node.name;
+          if (node.is_suggested && !node.is_hit) label += " ✦";
+          if (node.is_inferred) label += " (推断)";
+          line.appendChild(el("span", { class: "tname" }, label));
+          line.appendChild(el("span", { class: "tcount" }, String(c)));
+          line.addEventListener("click", () => {
+            if (c === 0 && selPath !== node.path) return;
+            const k = key === "shizhi" ? "shizhiPath" : "xingshiPath";
+            state[k] = state[k] === node.path ? null : node.path;
+            renderAll();
+          });
+          tnode.appendChild(line);
+          for (const ch of node.children || []) renderNode(ch, tnode);
+          parent.appendChild(tnode);
+        }
+        for (const r of roots) renderNode(r, wrap);
+      }
+
+      function renderTrees() {
+        renderTreeFacet(
+          data.subtree.shizhi || [],
+          "shizhi",
+          "shizhiTree",
+          state.shizhiPath,
+          shiDesc,
+        );
+        renderTreeFacet(
+          data.subtree.xingshi || [],
+          "xingshi",
+          "xingshiTree",
+          state.xingshiPath,
+          xingDesc,
+        );
+      }
+
+      function pathLeafAndParent(p) {
+        const parts = p.split("/").filter(Boolean);
+        if (!parts.length) return { leaf: p, parent: "" };
+        return {
+          leaf: parts[parts.length - 1],
+          parent: "/" + parts.slice(0, -1).join("/"),
+        };
+      }
+
+      function renderItemsets() {
+        const wrap = $("isList");
+        wrap.innerHTML = "";
+        $("isParams").textContent =
+          `${data.itemsets.length} closed · min_support=${data.itemsetsParams.min_support}, k≤${data.itemsetsParams.max_k}, ${data.itemsetsParams.include_ancestors ? "+ancestors" : "leaf-only"}`;
+
+        const baseFiltered = applyFilters("scope");
+        data.itemsets.forEach((iset, idx) => {
+          const supportNow = baseFiltered.filter((f) =>
+            fragMatchesItemset(f, iset),
+          ).length;
+          const isActive = state.itemsetIdx === idx;
+          const cls = ["iset"];
+          if (isActive) cls.push("active");
+          if (supportNow === 0 && !isActive) cls.push("disabled");
+          const node = el("div", {
+            class: cls.join(" "),
+            onClick: () => {
+              if (supportNow === 0 && !isActive) return;
+              state.itemsetIdx = isActive ? null : idx;
+              renderAll();
+            },
+          });
+          const head = el(
+            "div",
+            { class: "iset-head" },
+            el(
+              "span",
+              { class: "iset-sup", title: "当前筛选下的支持度" },
+              "×" + supportNow,
+            ),
+            el("span", { class: "iset-k" }, "k=" + iset.size),
+            el("span", { class: "iset-meta" }, "原始 sup " + iset.support),
+          );
+          node.appendChild(head);
+          const paths = el("div", { class: "iset-paths" });
+          for (const p of iset.items) {
+            const facet = data.pathToFacet[p] || "?";
+            const dot =
+              facet === "实质"
+                ? el("span", { class: "iset-fdot shi", title: "实质" }, "实")
+                : facet === "形式"
+                  ? el("span", { class: "iset-fdot xing", title: "形式" }, "形")
+                  : el(
+                      "span",
+                      { class: "iset-fdot both", title: "两侧都有" },
+                      "双",
+                    );
+            const lp = pathLeafAndParent(p);
+            const row = el(
+              "div",
+              { class: "iset-path", title: p },
+              dot,
+              el(
+                "div",
+                null,
+                el("span", { class: "iset-leaf" }, lp.leaf),
+                el("div", { class: "iset-parent" }, lp.parent),
+              ),
+            );
+            paths.appendChild(row);
+          }
+          node.appendChild(paths);
+          wrap.appendChild(node);
+        });
+      }
+
+      function renderScope() {
+        // tab visuals
+        $("tabNode").classList.toggle("active", state.scopeMode === "node");
+        $("tabPattern").classList.toggle(
+          "active",
+          state.scopeMode === "pattern",
+        );
+        $("paneNode").classList.toggle("active", state.scopeMode === "node");
+        $("panePattern").classList.toggle(
+          "active",
+          state.scopeMode === "pattern",
+        );
+        // status
+        if (state.scopeMode === "node") {
+          $("scopeStat").textContent = "路径树(双 facet)";
+        } else {
+          $("scopeStat").textContent = `${data.itemsets.length} 项集`;
+        }
+        $("scopeClear").classList.toggle("show", scopeFilterActive());
+        // body
+        if (state.scopeMode === "node") renderTrees();
+        else renderItemsets();
+      }
+
+      function sigPassesChipFilter(sig) {
+        const p = sigParts(sig);
+        for (const m of state.modInFilter) if (!p.in.has(m)) return false;
+        for (const m of state.modOutFilter) if (!p.out.has(m)) return false;
+        return true;
+      }
+
+      function renderModalityChips() {
+        const renderSide = (mountId, palette, selectedSet, side) => {
+          const wrap = $(mountId);
+          wrap.innerHTML = "";
+          // Counts: how many sigs would remain if THIS chip were toggled on (alongside the other already-selected chips on this side)
+          for (const m of palette) {
+            const trial = new Set(selectedSet);
+            if (!trial.has(m)) trial.add(m);
+            let c = 0;
+            for (const sig of data.modalities) {
+              const p = sigParts(sig.sig);
+              const inOK =
+                side === "in"
+                  ? [...trial].every((x) => p.in.has(x)) &&
+                    [...state.modOutFilter].every((x) => p.out.has(x))
+                  : [...state.modInFilter].every((x) => p.in.has(x)) &&
+                    [...trial].every((x) => p.out.has(x));
+              if (inOK) c++;
+            }
+            const isActive = selectedSet.has(m);
+            const chip = el(
+              "span",
+              {
+                class:
+                  "mod-chip" +
+                  (isActive ? " active" : "") +
+                  (c === 0 && !isActive ? " disabled" : ""),
+                title: m + (c === 0 && !isActive ? " (无匹配)" : ""),
+                onClick: () => {
+                  if (c === 0 && !isActive) return;
+                  if (selectedSet.has(m)) selectedSet.delete(m);
+                  else selectedSet.add(m);
+                  // if the currently selected modSig no longer matches, drop it
+                  if (state.modSig && !sigPassesChipFilter(state.modSig))
+                    state.modSig = null;
+                  renderAll();
+                },
+              },
+              m,
+            );
+            wrap.appendChild(chip);
+          }
+        };
+        renderSide("modInChips", SIDE_MODS.in, state.modInFilter, "in");
+        renderSide("modOutChips", SIDE_MODS.out, state.modOutFilter, "out");
+      }
+
+      function renderModalities() {
+        const baseFiltered = applyFilters("mod");
+        const counts = {};
+        for (const f of baseFiltered)
+          counts[f.modality_signature] =
+            (counts[f.modality_signature] || 0) + 1;
+        renderModalityChips();
+        const wrap = $("modList");
+        wrap.innerHTML = "";
+        const visible = data.modalities.filter((m) =>
+          sigPassesChipFilter(m.sig),
+        );
+        const sorted = [...visible].sort(
+          (a, b) => (counts[b.sig] || 0) - (counts[a.sig] || 0),
+        );
+        if (sorted.length === 0) {
+          wrap.appendChild(
+            el("div", { class: "empty-msg" }, "当前 chip 筛选下没有匹配签名"),
+          );
+        }
+        for (const m of sorted) {
+          const c = counts[m.sig] || 0;
+          const node = el(
+            "div",
+            {
+              class:
+                "item" +
+                (state.modSig === m.sig ? " active" : "") +
+                (c === 0 && state.modSig !== m.sig ? " disabled" : ""),
+              onClick: () => {
+                if (c === 0 && state.modSig !== m.sig) return;
+                state.modSig = state.modSig === m.sig ? null : m.sig;
+                renderAll();
+              },
+            },
+            el("span", { class: "item-name" }, m.sig),
+            el("span", { class: "item-count" }, String(c)),
+          );
+          wrap.appendChild(node);
+        }
+        $("modClear").classList.toggle(
+          "show",
+          !!state.modSig ||
+            state.modInFilter.size > 0 ||
+            state.modOutFilter.size > 0,
+        );
+      }
+
+      function renderFragments() {
+        const filtered = applyFilters(null);
+        const wrap = $("fragList");
+        wrap.innerHTML = "";
+        $("fragCnt").textContent =
+          filtered.length + " / " + data.fragments.length;
+        $("fragColTitle").textContent =
+          "④ Fragments · " +
+          (state.scopeMode === "pattern" ? "分子能力" : "原子能力");
+        if (filtered.length === 0) {
+          wrap.appendChild(
+            el("div", { class: "empty-msg" }, "当前筛选下没有命中的 fragment"),
+          );
+          return;
+        }
+        for (const f of filtered) {
+          const k = fragKey(f);
+          const head = el(
+            "div",
+            { class: "frag-head" },
+            el("span", { class: "case-badge" }, "案例" + f.case_index),
+            el("span", { class: "frag-badge" }, f.fragment_id),
+            el("span", { class: "act-badge" }, f.action),
+          );
+          const sig = el("div", { class: "frag-sig" }, f.modality_signature);
+          const body = el("div", { class: "frag-body" }, f.body || "");
+          const node = el(
+            "div",
+            {
+              class: "frag" + (state.fragKey === k ? " active" : ""),
+              onClick: () => {
+                state.fragKey = k;
+                renderFragments();
+                renderDetail();
+              },
+            },
+            head,
+            sig,
+            body,
+          );
+          wrap.appendChild(node);
+        }
+      }
+
+      function renderDetail() {
+        const wrap = $("detailBody");
+        wrap.innerHTML = "";
+        const f = data.fragments.find((x) => fragKey(x) === state.fragKey);
+        if (!f) {
+          wrap.appendChild(
+            el("div", { class: "detail-empty" }, "点击左侧 fragment 查看详情"),
+          );
+          return;
+        }
+
+        // Header
+        wrap.appendChild(
+          el(
+            "h2",
+            null,
+            el("span", { class: "case-badge" }, "案例 " + f.case_index),
+            el("span", { class: "frag-badge" }, f.fragment_id),
+            el("span", { class: "act-badge" }, f.action),
+            f.workflow_step_ref && f.workflow_step_ref.step_id
+              ? el(
+                  "span",
+                  { class: "pill" },
+                  "step " + f.workflow_step_ref.step_id,
+                )
+              : null,
+          ),
+        );
+        if (f.case_title) {
+          const det = el("details", { style: "margin: 8px 0; padding-bottom: 8px; border-bottom: 1px solid var(--border);" });
+          const sum = el("summary", { class: "case-title", style: "cursor: pointer; margin: 0; outline: none; font-weight: bold; color: var(--accent); padding: 6px 8px; background: var(--panel2); border-radius: 4px; font-size: 11px;" }, "📄 源: " + f.case_title);
+          det.appendChild(sum);
+          
+          const caseContent = el("div", { style: "padding: 10px; background: var(--code); border-radius: 5px; margin-top: 4px; border: 1px solid var(--border);" });
+          
+          const imgsToRender = f.case_images && f.case_images.length ? f.case_images : (f.case_cover ? [f.case_cover] : []);
+          if (imgsToRender.length > 0) {
+            const imgContainer = el("div", { style: "display: flex; gap: 8px; overflow-x: auto; margin-bottom: 8px; padding-bottom: 4px;" });
+            for (const imgSrc of imgsToRender) {
+              const img = el("img", { src: imgSrc, style: "height: 160px; border-radius: 5px; object-fit: contain; background: var(--panel2); border: 1px solid var(--border);" });
+              imgContainer.appendChild(img);
+            }
+            caseContent.appendChild(imgContainer);
+          }
+          
+          if (f.case_body) {
+            const body = el("div", { style: "font-size: 12px; line-height: 1.6; color: var(--fg); white-space: pre-wrap; margin-bottom: 10px; max-height: 250px; overflow-y: auto; padding-right: 4px;" }, f.case_body);
+            caseContent.appendChild(body);
+          }
+          
+          if (f.case_url) {
+            const link = el("a", { href: f.case_url, target: "_blank", rel: "noopener", style: "font-size: 11px; color: var(--accent); display: inline-block; background: var(--panel2); padding: 4px 8px; border-radius: 4px; text-decoration: none;" }, "🔗 访问原始链接");
+            caseContent.appendChild(link);
+          }
+          
+          det.appendChild(caseContent);
+          wrap.appendChild(det);
+        }
+
+        // I/O modalities
+        const ioSec = el(
+          "div",
+          { class: "detail-section" },
+          el("h3", null, "I/O 模态"),
+        );
+        ioSec.appendChild(
+          el(
+            "div",
+            { class: "frag-sig", style: "font-size:13px;margin-bottom:6px" },
+            f.modality_signature,
+          ),
+        );
+        const ioRow = (lbl, arr, kind) => {
+          const row = el(
+            "div",
+            { class: "io-row" },
+            el("span", { class: "lbl" }, lbl),
+          );
+          if (!arr || !arr.length) {
+            row.appendChild(
+              el("span", { style: "color:var(--muted)" }, "(无)"),
+            );
+            return row;
+          }
+          for (const x of arr) {
+            const isCfg = x.modality === "模型" || x.modality === "参数";
+            const txt =
+              (x.description || "") +
+              (x.modality ? "[" + x.modality + "]" : "") +
+              (x.relation ? " " + x.relation : "");
+            row.appendChild(
+              el("span", { class: "pill " + (isCfg ? "cfg" : kind) }, txt),
+            );
+          }
+          return row;
+        };
+        ioSec.appendChild(ioRow("IN", f.inputs, "in"));
+        ioSec.appendChild(ioRow("OUT", f.outputs, "out"));
+        wrap.appendChild(ioSec);
+
+        // Body
+        if (f.body) {
+          wrap.appendChild(
+            el(
+              "div",
+              { class: "detail-section" },
+              el("h3", null, "Body"),
+              el("div", { class: "body-text" }, f.body),
+            ),
+          );
+        }
+
+        // apply_to (实质 + 形式) — highlight rule depends on scope mode
+        let hotPaths = new Set();
+        if (state.scopeMode === "pattern" && state.itemsetIdx != null) {
+          const sel = data.itemsets[state.itemsetIdx];
+          if (sel) for (const p of sel.items) hotPaths.add(p);
+        }
+        const renderApply = (label, arr) => {
+          const sec = el(
+            "div",
+            { class: "detail-section" },
+            el("h3", null, "Apply to · " + label),
+          );
+          if (!arr || !arr.length) {
+            sec.appendChild(
+              el("div", { class: "empty-msg", style: "padding:8px" }, "无"),
+            );
+            return sec;
+          }
+          for (const e of arr) {
+            let isHighlighted = false;
+            if (state.scopeMode === "node") {
+              isHighlighted =
+                (label === "实质" &&
+                  state.shizhiPath &&
+                  (shiDesc.get(state.shizhiPath) || []).includes(
+                    e.category_path,
+                  )) ||
+                (label === "形式" &&
+                  state.xingshiPath &&
+                  (xingDesc.get(state.xingshiPath) || []).includes(
+                    e.category_path,
+                  ));
+            } else {
+              isHighlighted = hotPaths.has(e.category_path);
+            }
+            sec.appendChild(
+              el(
+                "div",
+                {
+                  class: "pathline",
+                  style: isHighlighted ? "color:#f1e05a" : "",
+                },
+                e.category_path,
+              ),
+            );
+            if (e.rationale)
+              sec.appendChild(
+                el("div", { class: "rationale" }, "— " + e.rationale),
+              );
+          }
+          return sec;
+        };
+        wrap.appendChild(renderApply("实质", f.apply_shizhi));
+        wrap.appendChild(renderApply("形式", f.apply_xingshi));
+
+        // suggest_apply_to
+        if (f.suggest_apply_to) {
+          const sec = el(
+            "div",
+            { class: "detail-section" },
+            el("h3", null, "Suggest Apply to ✦(建议新增节点)"),
+            el("div", { class: "pathline suggest" }, f.suggest_apply_to),
+          );
+          wrap.appendChild(sec);
+        }
+
+        // effects
+        if (f.effects && f.effects.length) {
+          const sec = el(
+            "div",
+            { class: "detail-section" },
+            el("h3", null, "Effects"),
+          );
+          f.effects.forEach((e, i) => {
+            const card = el("div", { class: "effect-card" });
+            card.appendChild(
+              el(
+                "div",
+                { class: "effect-stmt" },
+                "#" + i + " " + (e.statement || "-"),
+              ),
+            );
+            if (e.criteria)
+              card.appendChild(
+                el("div", { class: "effect-meta" }, "判定标准:" + e.criteria),
+              );
+            if (e.judge_method)
+              card.appendChild(
+                el(
+                  "div",
+                  { class: "effect-meta" },
+                  "判定方式:" + e.judge_method,
+                ),
+              );
+            if (e.negative_examples && e.negative_examples.length) {
+              const ne = el("div", { class: "effect-meta" }, "反例:");
+              for (const n of e.negative_examples)
+                ne.appendChild(
+                  el("div", { style: "margin-left:8px" }, "· " + n),
+                );
+              card.appendChild(ne);
+            }
+            sec.appendChild(card);
+          });
+          wrap.appendChild(sec);
+        }
+
+        // misc
+        const miscRows = [];
+        miscRows.push(["tools", (f.tools && f.tools.length) ? f.tools.join(", ") : "-"]);
+        miscRows.push(["artifact_type", f.artifact_type ? f.artifact_type : "-"]);
+        miscRows.push(["control_target", (f.control_target && f.control_target.length) ? f.control_target.join(", ") : "-"]);
+        miscRows.push(["alt_to", (f.is_alternative_to && f.is_alternative_to.length) ? f.is_alternative_to.join(", ") : "-"]);
+        if (miscRows.length) {
+          const sec = el(
+            "div",
+            { class: "detail-section" },
+            el("h3", null, "其他"),
+          );
+          for (const [k2, v2] of miscRows) {
+            const row = el(
+              "div",
+              { style: "font-size:11px;margin-bottom:3px" },
+              el("span", { style: "color:var(--muted);margin-right:8px" }, k2),
+              el("span", null, v2),
+            );
+            sec.appendChild(row);
+          }
+          wrap.appendChild(sec);
+        }
+
+        // raw fold-out
+        wrap.appendChild(
+          el(
+            "details",
+            null,
+            el("summary", null, "查看原始 fragment JSON"),
+            el("pre", { class: "json-raw" }, JSON.stringify(f, null, 2)),
+          ),
+        );
+      }
+
+      function renderChips() {
+        const c = $("chips");
+        c.innerHTML = "";
+        let any = false;
+        const mk = (lbl, val, onX) => {
+          any = true;
+          c.appendChild(
+            el(
+              "span",
+              { class: "filter-chip" },
+              el("span", { class: "lbl" }, lbl),
+              el("span", null, val),
+              el(
+                "span",
+                {
+                  class: "x",
+                  onClick: () => {
+                    onX();
+                    renderAll();
+                  },
+                },
+                "×",
+              ),
+            ),
+          );
+        };
+        if (state.action)
+          mk("动作", state.action, () => {
+            state.action = null;
+          });
+        if (state.scopeMode === "node") {
+          if (state.shizhiPath)
+            mk(
+              "实质",
+              state.shizhiPath.split("/").pop() || state.shizhiPath,
+              () => {
+                state.shizhiPath = null;
+              },
+            );
+          if (state.xingshiPath)
+            mk(
+              "形式",
+              state.xingshiPath.split("/").pop() || state.xingshiPath,
+              () => {
+                state.xingshiPath = null;
+              },
+            );
+        } else if (state.scopeMode === "pattern" && state.itemsetIdx != null) {
+          const sel = data.itemsets[state.itemsetIdx];
+          const desc = sel.items.map((p) => p.split("/").pop()).join(" + ");
+          mk("项集 k=" + sel.size, desc, () => {
+            state.itemsetIdx = null;
+          });
+        }
+        if (state.modSig)
+          mk("模态", state.modSig, () => {
+            state.modSig = null;
+          });
+        $("clearAll").classList.toggle("active", any);
+      }
+
+      function renderStats() {
+        $("stats").textContent =
+          `${data.stats.fragments} fragments · ${data.actions.length} 动作 · ${data.modalities.length} 模态组合${data.stats.fragments_skipped ? ` · 已跳过 ${data.stats.fragments_skipped} 个空模态片段` : ""}`;
+      }
+
+      function renderAll() {
+        renderActions();
+        renderScope();
+        renderModalities();
+        renderFragments();
+        renderDetail();
+        renderChips();
+      }
+
+      $("clearAll").addEventListener("click", () => {
+        state.action = null;
+        state.shizhiPath = null;
+        state.xingshiPath = null;
+        state.itemsetIdx = null;
+        state.modSig = null;
+        state.modInFilter.clear();
+        state.modOutFilter.clear();
+        renderAll();
+      });
+      $("scopeClear").addEventListener("click", () => {
+        // clear only the current tab's selection
+        if (state.scopeMode === "node") {
+          state.shizhiPath = null;
+          state.xingshiPath = null;
+        } else {
+          state.itemsetIdx = null;
+        }
+        renderAll();
+      });
+      $("tabNode").addEventListener("click", () => {
+        state.scopeMode = "node";
+        renderAll();
+      });
+      $("tabPattern").addEventListener("click", () => {
+        state.scopeMode = "pattern";
+        renderAll();
+      });
+      $("modClear").addEventListener("click", () => {
+        state.modSig = null;
+        state.modInFilter.clear();
+        state.modOutFilter.clear();
+        renderAll();
+      });
+
+      renderStats();
+      renderAll();
+      }
+
+      document.getElementById('exitFs').addEventListener('click', () => {
+        window.parent.postMessage({ type: 'EXIT_FULLSCREEN' }, '*');
+      });
+
+      window.addEventListener('message', (e) => {
+        if (e.data && e.data.type === 'SET_FULLSCREEN') {
+          const btn = document.getElementById('exitFs');
+          const clearAll = document.getElementById('clearAll');
+          if (e.data.isFullscreen) {
+            btn.style.display = 'inline-block';
+            clearAll.style.marginLeft = '8px';
+          } else {
+            btn.style.display = 'none';
+            clearAll.style.marginLeft = 'auto';
+          }
+        }
+      });
+    </script>
+  </body>
+</html>

+ 7952 - 0
knowhub/frontend/public/viz4_ori.html

@@ -0,0 +1,7952 @@
+<!doctype html>
+<html lang="zh">
+  <head>
+    <meta charset="utf-8" />
+    <title>工序五层筛选</title>
+    <style>
+      :root {
+        --bg: #0e1116;
+        --panel: #161b22;
+        --panel2: #1c232c;
+        --border: #2a313c;
+        --fg: #e6edf3;
+        --muted: #8b949e;
+        --accent: #58a6ff;
+        --accent2: #a371f7;
+        --tag-bg: #21262d;
+        --tag-bg-active: #1f6feb;
+        --tag-fg-active: #fff;
+        --code: #1a1f26;
+        --warn: #d29922;
+        --suggest: #a371f7;
+        --inferred: #6e7681;
+      }
+      * {
+        box-sizing: border-box;
+      }
+      html,
+      body {
+        margin: 0;
+        height: 100%;
+        background: var(--bg);
+        color: var(--fg);
+        font:
+          13px/1.55 -apple-system,
+          BlinkMacSystemFont,
+          "PingFang SC",
+          "Helvetica Neue",
+          sans-serif;
+      }
+      header {
+        display: flex;
+        align-items: center;
+        gap: 12px;
+        padding: 8px 14px;
+        border-bottom: 1px solid var(--border);
+        background: var(--panel);
+        position: sticky;
+        top: 0;
+        z-index: 5;
+        flex-wrap: wrap;
+      }
+      h1 {
+        font-size: 14px;
+        margin: 0;
+        font-weight: 600;
+      }
+      .stats {
+        color: var(--muted);
+        font-size: 11px;
+      }
+      .clear-all {
+        margin-left: auto;
+        font-size: 11px;
+        color: var(--muted);
+        cursor: pointer;
+        padding: 4px 10px;
+        border: 1px solid var(--border);
+        border-radius: 4px;
+        background: transparent;
+      }
+      .clear-all:hover {
+        color: var(--fg);
+        border-color: var(--accent);
+      }
+      .clear-all.active {
+        color: var(--warn);
+        border-color: var(--warn);
+      }
+
+      main {
+        display: grid;
+        grid-template-columns: 160px 360px 220px 320px 1fr;
+        height: calc(100vh - 41px);
+        min-width: 1480px;
+      }
+      section {
+        overflow: auto;
+        border-right: 1px solid var(--border);
+        padding: 8px 10px;
+      }
+      section:last-child {
+        border-right: none;
+      }
+      section.fac1 {
+        background: var(--panel);
+      }
+      section.fac2 {
+        background: #171c24;
+      }
+      section.fac3 {
+        background: var(--panel);
+      }
+      section.fac4 {
+        background: #13181f;
+      }
+      section.detail {
+        background: var(--panel);
+      }
+
+      .col-title {
+        font-size: 10px;
+        text-transform: uppercase;
+        letter-spacing: 0.6px;
+        color: var(--muted);
+        margin: 2px 4px 8px;
+        display: flex;
+        justify-content: space-between;
+        align-items: baseline;
+      }
+      .col-count {
+        font-size: 10px;
+        color: var(--muted);
+      }
+      .col-clear {
+        font-size: 10px;
+        color: var(--accent);
+        cursor: pointer;
+        display: none;
+      }
+      .col-clear.show {
+        display: inline;
+      }
+
+      .item {
+        padding: 6px 8px;
+        border-radius: 5px;
+        cursor: pointer;
+        margin-bottom: 3px;
+        border: 1px solid transparent;
+        display: flex;
+        justify-content: space-between;
+        align-items: center;
+        gap: 6px;
+      }
+      .item:hover:not(.disabled) {
+        background: var(--panel2);
+      }
+      .item.active {
+        background: var(--tag-bg-active);
+        color: var(--tag-fg-active);
+        border-color: var(--tag-bg-active);
+      }
+      .item.disabled {
+        opacity: 0.32;
+        cursor: not-allowed;
+      }
+      .item-name {
+        flex: 1;
+        min-width: 0;
+        font-size: 12px;
+        white-space: nowrap;
+        overflow: hidden;
+        text-overflow: ellipsis;
+      }
+      .item-count {
+        font-size: 10px;
+        background: var(--bg);
+        padding: 1px 5px;
+        border-radius: 8px;
+        color: var(--muted);
+        min-width: 20px;
+        text-align: center;
+        flex-shrink: 0;
+      }
+      .item.active .item-count {
+        background: rgba(0, 0, 0, 0.3);
+        color: #fff;
+      }
+      .item-def {
+        display: block;
+        font-size: 10px;
+        color: var(--muted);
+        margin-top: 2px;
+        line-height: 1.4;
+      }
+      .item.active .item-def {
+        color: rgba(255, 255, 255, 0.85);
+      }
+      .item-stack {
+        flex: 1;
+        min-width: 0;
+      }
+
+      /* col-2 tabs */
+      .scope-tabs {
+        display: flex;
+        gap: 4px;
+        margin: 0 0 8px;
+        border-bottom: 1px solid var(--border);
+        padding-bottom: 5px;
+      }
+      .scope-tab {
+        padding: 4px 10px;
+        border-radius: 5px 5px 0 0;
+        cursor: pointer;
+        font-size: 12px;
+        color: var(--muted);
+        background: transparent;
+        border: 1px solid transparent;
+        border-bottom: none;
+        user-select: none;
+      }
+      .scope-tab.active {
+        color: var(--fg);
+        background: var(--panel2);
+        border-color: var(--border);
+      }
+      .scope-tab:hover:not(.active) {
+        color: var(--fg);
+      }
+      .scope-pane {
+        display: none;
+      }
+      .scope-pane.active {
+        display: block;
+      }
+      .scope-meta {
+        font-size: 10px;
+        color: var(--muted);
+        margin: 0 4px 8px;
+        line-height: 1.4;
+      }
+
+      /* facets */
+      .facet-title {
+        margin-top: 10px;
+        padding: 4px 6px;
+        font-size: 11px;
+        color: var(--muted);
+        font-weight: 600;
+        border-bottom: 1px solid var(--border);
+        text-transform: uppercase;
+        letter-spacing: 0.5px;
+      }
+      .facet-title:first-child {
+        margin-top: 0;
+      }
+
+      /* itemsets (pattern tab) */
+      .iset {
+        padding: 8px 10px;
+        border-radius: 5px;
+        cursor: pointer;
+        margin-bottom: 5px;
+        border: 1px solid var(--border);
+        background: var(--panel2);
+      }
+      .iset:hover:not(.disabled) {
+        border-color: var(--accent);
+      }
+      .iset.active {
+        border-color: var(--accent);
+        background: #1c2a3a;
+        box-shadow: 0 0 0 1px var(--accent) inset;
+      }
+      .iset.disabled {
+        opacity: 0.32;
+        cursor: not-allowed;
+      }
+      .iset-head {
+        display: flex;
+        align-items: center;
+        gap: 6px;
+        margin-bottom: 5px;
+      }
+      .iset-sup {
+        background: var(--accent);
+        color: #000;
+        padding: 1px 7px;
+        border-radius: 3px;
+        font-weight: 700;
+        font-size: 11px;
+      }
+      .iset-k {
+        background: var(--tag-bg);
+        color: var(--fg);
+        padding: 1px 6px;
+        border-radius: 3px;
+        font-size: 10px;
+        letter-spacing: 0.3px;
+      }
+      .iset-meta {
+        font-size: 10px;
+        color: var(--muted);
+        margin-left: auto;
+      }
+      .iset-paths {
+        display: flex;
+        flex-direction: column;
+        gap: 3px;
+      }
+      .iset-path {
+        display: flex;
+        gap: 5px;
+        font-size: 11px;
+        line-height: 1.4;
+        align-items: flex-start;
+      }
+      .iset-fdot {
+        width: 18px;
+        flex-shrink: 0;
+        font-size: 9px;
+        font-weight: 700;
+        text-align: center;
+        border-radius: 3px;
+        line-height: 16px;
+        height: 16px;
+        letter-spacing: 0;
+        margin-top: 1px;
+      }
+      .iset-fdot.shi {
+        background: #1f3a52;
+        color: #a5d6ff;
+      }
+      .iset-fdot.xing {
+        background: #3a1f3a;
+        color: #d2a8ff;
+      }
+      .iset-fdot.both {
+        background: #3a3a1f;
+        color: #f1e05a;
+      }
+      .iset-leaf {
+        font-weight: 600;
+        color: var(--fg);
+        word-break: break-all;
+      }
+      .iset-parent {
+        color: var(--muted);
+        font-size: 10px;
+        margin-top: 1px;
+        word-break: break-all;
+        line-height: 1.3;
+        font-family: ui-monospace, SFMono-Regular, Menlo, monospace;
+      }
+
+      /* tree */
+      .tnode {
+        margin-left: 0;
+      }
+      .tnode .tnode {
+        margin-left: 12px;
+        border-left: 1px dashed var(--border);
+        padding-left: 6px;
+      }
+      .tline {
+        display: flex;
+        align-items: center;
+        gap: 4px;
+        padding: 3px 4px;
+        border-radius: 4px;
+        cursor: pointer;
+        font-size: 12px;
+        line-height: 1.35;
+      }
+      .tline:hover:not(.disabled) {
+        background: var(--panel2);
+      }
+      .tline.active {
+        background: var(--tag-bg-active);
+        color: var(--tag-fg-active);
+      }
+      .tline.disabled {
+        opacity: 0.32;
+        cursor: not-allowed;
+      }
+      .tline.suggested .tname {
+        color: var(--suggest);
+        font-style: italic;
+      }
+      .tline.suggested.active .tname {
+        color: #fff;
+      }
+      .tline.inferred .tname {
+        color: var(--inferred);
+        font-style: italic;
+      }
+      .tline.inferred.active .tname {
+        color: #fff;
+      }
+      .tcaret {
+        width: 12px;
+        display: inline-block;
+        text-align: center;
+        color: var(--muted);
+        cursor: pointer;
+        user-select: none;
+        flex-shrink: 0;
+        font-size: 10px;
+      }
+      .tcaret.invis {
+        visibility: hidden;
+      }
+      .tname {
+        flex: 1;
+        min-width: 0;
+        white-space: nowrap;
+        overflow: hidden;
+        text-overflow: ellipsis;
+      }
+      .tcount {
+        font-size: 10px;
+        color: var(--muted);
+        background: var(--bg);
+        padding: 1px 5px;
+        border-radius: 8px;
+        flex-shrink: 0;
+      }
+      .tline.active .tcount {
+        background: rgba(0, 0, 0, 0.3);
+        color: #fff;
+      }
+      .tcollapsed > .tnode {
+        display: none;
+      }
+
+      /* fragments list */
+      .frag {
+        padding: 7px 9px;
+        border-radius: 5px;
+        cursor: pointer;
+        margin-bottom: 4px;
+        border: 1px solid var(--border);
+        background: var(--panel);
+      }
+      .frag:hover {
+        background: var(--panel2);
+      }
+      .frag.active {
+        border-color: var(--accent);
+        background: var(--panel2);
+      }
+      .frag-head {
+        font-size: 10px;
+        color: var(--muted);
+        margin-bottom: 3px;
+        display: flex;
+        gap: 6px;
+        align-items: center;
+      }
+      .case-badge {
+        background: var(--accent);
+        color: #000;
+        padding: 1px 5px;
+        border-radius: 3px;
+        font-weight: 600;
+        font-size: 10px;
+      }
+      .frag-badge {
+        background: var(--accent2);
+        color: #fff;
+        padding: 1px 5px;
+        border-radius: 3px;
+        font-weight: 600;
+        font-size: 10px;
+      }
+      .act-badge {
+        background: var(--warn);
+        color: #000;
+        padding: 1px 5px;
+        border-radius: 3px;
+        font-weight: 600;
+        font-size: 10px;
+      }
+      .frag-sig {
+        font-size: 11px;
+        color: var(--muted);
+        margin-top: 2px;
+        font-family: ui-monospace, SFMono-Regular, Menlo, monospace;
+      }
+      .frag-body {
+        font-size: 12px;
+        color: #d0d7de;
+        margin-top: 4px;
+        line-height: 1.45;
+        display: -webkit-box;
+        -webkit-line-clamp: 2;
+        -webkit-box-orient: vertical;
+        overflow: hidden;
+      }
+
+      /* detail */
+      .detail-empty {
+        color: var(--muted);
+        text-align: center;
+        padding: 60px 20px;
+        font-size: 13px;
+      }
+      .detail h2 {
+        font-size: 14px;
+        margin: 0 0 8px;
+        display: flex;
+        gap: 8px;
+        align-items: center;
+        flex-wrap: wrap;
+      }
+      .case-title {
+        font-size: 12px;
+        color: var(--accent);
+        margin: 6px 0;
+        line-height: 1.5;
+      }
+      .case-title a {
+        color: var(--accent);
+        text-decoration: none;
+      }
+      .case-title a:hover {
+        text-decoration: underline;
+      }
+      .detail-section {
+        margin: 12px 0;
+      }
+      .detail-section h3 {
+        font-size: 10px;
+        color: var(--muted);
+        text-transform: uppercase;
+        letter-spacing: 0.6px;
+        margin: 0 0 6px;
+        font-weight: 600;
+      }
+      .body-text {
+        font-size: 12px;
+        line-height: 1.6;
+        color: #d0d7de;
+        background: var(--code);
+        padding: 8px 10px;
+        border-radius: 5px;
+        white-space: pre-wrap;
+      }
+      .effect-card {
+        background: var(--code);
+        border-radius: 5px;
+        padding: 7px 9px;
+        margin-bottom: 5px;
+        border-left: 3px solid var(--accent2);
+        font-size: 12px;
+      }
+      .effect-stmt {
+        font-weight: 600;
+        margin-bottom: 4px;
+      }
+      .effect-meta {
+        color: var(--muted);
+        font-size: 11px;
+        margin-top: 3px;
+      }
+      .pill {
+        display: inline-block;
+        padding: 1px 6px;
+        background: var(--tag-bg);
+        border-radius: 8px;
+        font-size: 11px;
+        margin-right: 3px;
+        margin-bottom: 3px;
+      }
+      .pill.in {
+        background: #21262d;
+        color: #a5d6ff;
+      }
+      .pill.out {
+        background: #2a1a2a;
+        color: #d2a8ff;
+      }
+      .pill.cfg {
+        background: #241f10;
+        color: #d29922;
+      }
+      .io-row {
+        margin-bottom: 4px;
+        font-size: 11px;
+      }
+      .io-row .lbl {
+        color: var(--muted);
+        font-size: 10px;
+        margin-right: 6px;
+        text-transform: uppercase;
+      }
+      .pathline {
+        font-family: ui-monospace, SFMono-Regular, Menlo, monospace;
+        font-size: 11px;
+        color: #79c0ff;
+        margin-bottom: 2px;
+        word-break: break-all;
+      }
+      .pathline.suggest {
+        color: var(--suggest);
+      }
+      .rationale {
+        color: var(--muted);
+        font-size: 11px;
+        margin-bottom: 6px;
+        margin-left: 4px;
+        line-height: 1.45;
+      }
+      .json-raw {
+        font-family: ui-monospace, SFMono-Regular, Menlo, monospace;
+        font-size: 10px;
+        background: var(--code);
+        padding: 8px;
+        border-radius: 5px;
+        white-space: pre-wrap;
+        color: #c9d1d9;
+        max-height: 240px;
+        overflow: auto;
+      }
+      details summary {
+        cursor: pointer;
+        color: var(--muted);
+        font-size: 10px;
+        margin: 6px 0;
+        user-select: none;
+      }
+      details summary:hover {
+        color: var(--fg);
+      }
+
+      .empty-msg {
+        color: var(--muted);
+        text-align: center;
+        padding: 30px 10px;
+        font-size: 11px;
+        font-style: italic;
+      }
+
+      /* modality side filter (column 3 internal) */
+      .mod-filter {
+        margin: 0 4px 8px;
+        padding: 6px 6px 4px;
+        background: var(--code);
+        border: 1px solid var(--border);
+        border-radius: 5px;
+      }
+      .mod-filter-row {
+        display: flex;
+        align-items: center;
+        gap: 6px;
+        margin-bottom: 4px;
+      }
+      .mod-filter-row:last-child {
+        margin-bottom: 0;
+      }
+      .mod-filter-lbl {
+        font-size: 10px;
+        color: var(--muted);
+        min-width: 42px;
+        flex-shrink: 0;
+      }
+      .mod-chips {
+        display: flex;
+        gap: 4px;
+        flex-wrap: wrap;
+      }
+      .mod-chip {
+        font-size: 11px;
+        padding: 1px 7px;
+        background: var(--tag-bg);
+        border-radius: 8px;
+        cursor: pointer;
+        color: var(--fg);
+        user-select: none;
+        border: 1px solid transparent;
+      }
+      .mod-chip:hover:not(.disabled) {
+        background: var(--panel2);
+        border-color: var(--border);
+      }
+      .mod-chip.active {
+        background: var(--tag-bg-active);
+        color: var(--tag-fg-active);
+      }
+      .mod-chip.disabled {
+        opacity: 0.32;
+        cursor: not-allowed;
+      }
+
+      /* selection summary chip in header */
+      .filter-chip {
+        font-size: 11px;
+        padding: 3px 8px;
+        background: var(--tag-bg);
+        border-radius: 10px;
+        color: var(--fg);
+        display: inline-flex;
+        align-items: center;
+        gap: 6px;
+      }
+      .filter-chip .x {
+        color: var(--muted);
+        cursor: pointer;
+        font-weight: bold;
+      }
+      .filter-chip .x:hover {
+        color: var(--warn);
+      }
+      .filter-chip .lbl {
+        color: var(--muted);
+        font-size: 9px;
+        text-transform: uppercase;
+      }
+    </style>
+  </head>
+  <body>
+    <header>
+      <h1>工序五层筛选</h1>
+      <span class="stats" id="stats"></span>
+      <span id="chips"></span>
+      <button class="clear-all" id="clearAll">清除全部筛选</button>
+    </header>
+
+    <main>
+      <section class="fac1" id="actCol">
+        <div class="col-title">
+          <span>① 动作</span><span class="col-count" id="actCnt"></span>
+        </div>
+        <div id="actList"></div>
+      </section>
+      <section class="fac2" id="scopeCol">
+        <div class="col-title">
+          <span>② 作用域</span>
+          <span class="col-count" id="scopeStat"></span>
+        </div>
+        <div class="scope-tabs">
+          <div class="scope-tab" data-mode="node" id="tabNode">
+            node · 内容树
+          </div>
+          <div class="scope-tab" data-mode="pattern" id="tabPattern">
+            pattern · 频繁项集
+          </div>
+          <span
+            class="col-clear"
+            id="scopeClear"
+            style="margin-left: auto; align-self: center"
+            >清除</span
+          >
+        </div>
+
+        <div class="scope-pane" id="paneNode">
+          <div class="facet-title">实质</div>
+          <div id="shizhiTree"></div>
+          <div class="facet-title">形式</div>
+          <div id="xingshiTree"></div>
+        </div>
+
+        <div class="scope-pane" id="panePattern">
+          <div class="scope-meta" id="isParams"></div>
+          <div id="isList"></div>
+        </div>
+      </section>
+      <section class="fac3" id="modCol">
+        <div class="col-title">
+          <span>③ 输入 → 输出模态</span
+          ><span class="col-clear" id="modClear">清除</span>
+        </div>
+        <div class="mod-filter">
+          <div class="mod-filter-row">
+            <span class="mod-filter-lbl">输入含</span>
+            <span class="mod-chips" id="modInChips"></span>
+          </div>
+          <div class="mod-filter-row">
+            <span class="mod-filter-lbl">输出含</span>
+            <span class="mod-chips" id="modOutChips"></span>
+          </div>
+        </div>
+        <div id="modList"></div>
+      </section>
+      <section class="fac4" id="fragCol">
+        <div class="col-title">
+          <span id="fragColTitle">④ Fragments</span
+          ><span class="col-count" id="fragCnt"></span>
+        </div>
+        <div id="fragList"></div>
+      </section>
+      <section class="detail" id="detailCol">
+        <div class="col-title"><span>⑤ 来源工序详情</span></div>
+        <div id="detailBody">
+          <div class="detail-empty">点击左侧 fragment 查看详情</div>
+        </div>
+      </section>
+    </main>
+
+    <script id="payload" type="application/json">
+      {
+        "fragments": [
+          {
+            "case_index": 1,
+            "fragment_id": "f_s1_0",
+            "action": "提取",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "视频",
+                "description": "AI生成的10秒参考视频",
+                "relation": "[来源.原始输入]"
+              },
+              {
+                "modality": "文本",
+                "description": "补充的核心点描述",
+                "relation": "[来源.原始输入]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "文本",
+                "description": "正向提示词",
+                "relation": "[去向.s2I]"
+              },
+              {
+                "modality": "文本",
+                "description": "负向提示词",
+                "relation": "[去向.s2I]"
+              }
+            ],
+            "in_modalities": ["视频", "文本"],
+            "in_config_modalities": [],
+            "out_modalities": ["文本"],
+            "modality_signature": "视频+文本 → 文本",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 1615,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                "element": null,
+                "rationale": "短剧人物本质上是叙事中的角色设定,最接近叙事角色。"
+              },
+              {
+                "category_id": 262,
+                "category_path": "/表象/视觉/空间/空间场所/生活场景",
+                "element": null,
+                "rationale": "短剧场景通常对应人物活动发生的生活化空间场景。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 1074,
+                "category_path": "/呈现/视觉/视觉制作/实景拍摄/拍摄方式",
+                "element": null,
+                "rationale": "运镜方式属于拍摄执行层面的拍摄方式。"
+              },
+              {
+                "category_id": 403,
+                "category_path": "/呈现/视觉/视觉画面/形象塑造/造型装扮/穿搭呈现/整体形象",
+                "element": null,
+                "rationale": "人物外观主要落在穿搭与整体造型呈现。"
+              },
+              {
+                "category_id": 386,
+                "category_path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态",
+                "element": null,
+                "rationale": "动作细节属于人物动作姿态层面的表现。"
+              }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/人物/个体/形象呈现/叙事情境/短剧人物场景",
+            "body": "上传AI生成的10秒视频到manus,让其根据核心点拆解视频的运镜、人物等元素,反推出正向提示词和负向提示词",
+            "effects": [
+              {
+                "statement": "实现视频元素的结构化拆解",
+                "criteria": "输出的提示词能够准确描述视频中的运镜方式、人物特征、动作细节等关键元素",
+                "judge_method": "llm",
+                "negative_examples": [
+                  "提示词过于笼统,缺少具体的运镜或人物描述",
+                  "提示词与原视频内容不符"
+                ]
+              }
+            ],
+            "tools": ["manus"],
+            "control_target": ["运镜", "人物特征", "动作"],
+            "artifact_type": "正向提示词",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s1" },
+            "is_alternative_to": [],
+            "case_title": "全网首发,免费,0-1做一个完整超AI真人短剧,附上提示词和技巧,让你看不出真人还是AI,完整流程,不私藏,超级干货。",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzIwNDcxNzI0Ng==&idx=1&mid=2247488160&sn=0f253dad0443337ab1414b36c2f1ee75"
+          },
+          {
+            "case_index": 1,
+            "fragment_id": "f_s2_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "文本",
+                "description": "正向提示词",
+                "relation": "[来源.s1O]"
+              },
+              {
+                "modality": "文本",
+                "description": "负向提示词",
+                "relation": "[来源.s1O]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "图片",
+                "description": "人物图片",
+                "relation": "[去向.s3I]"
+              }
+            ],
+            "in_modalities": ["文本"],
+            "in_config_modalities": [],
+            "out_modalities": ["图片"],
+            "modality_signature": "文本 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 1615,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                "element": null,
+                "rationale": "短剧人物可归入承担情节功能的人物角色。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 403,
+                "category_path": "/呈现/视觉/视觉画面/形象塑造/造型装扮/穿搭呈现/整体形象",
+                "element": null,
+                "rationale": "人物外观直接对应整体形象与穿搭呈现。"
+              },
+              {
+                "category_id": 7672,
+                "category_path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态/表演性动作/姿态体位",
+                "element": null,
+                "rationale": "姿态更具体地指向人物的体位与固定姿势呈现。"
+              }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/短剧人物造型姿态",
+            "body": "将反推的正向提示词和负向提示词喂给AI生图工具,生成人物图片",
+            "effects": [
+              {
+                "statement": "实现符合提示词描述的人物图片生成",
+                "criteria": "生成的图片中人物外观、姿态、场景与提示词描述一致",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "人物特征与描述不符",
+                  "画面质量低劣",
+                  "出现明显的AI生成瑕疵"
+                ]
+              }
+            ],
+            "tools": [],
+            "control_target": ["人物外观", "姿态", "场景"],
+            "artifact_type": "原始图片",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s2" },
+            "is_alternative_to": [],
+            "case_title": "全网首发,免费,0-1做一个完整超AI真人短剧,附上提示词和技巧,让你看不出真人还是AI,完整流程,不私藏,超级干货。",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzIwNDcxNzI0Ng==&idx=1&mid=2247488160&sn=0f253dad0443337ab1414b36c2f1ee75"
+          },
+          {
+            "case_index": 1,
+            "fragment_id": "f_s3_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "图片",
+                "description": "参考人物图",
+                "relation": "[来源.s2O]"
+              },
+              {
+                "modality": "文本",
+                "description": "人物描述提示词加动作描述",
+                "relation": "[来源.原始输入]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "图片",
+                "description": "分镜图片",
+                "relation": "[去向.s4I]"
+              }
+            ],
+            "in_modalities": ["图片", "文本"],
+            "in_config_modalities": [],
+            "out_modalities": ["图片"],
+            "modality_signature": "图片+文本 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 1615,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                "element": null,
+                "rationale": "短剧人物仍以叙事角色为最贴近的实质归属。"
+              },
+              {
+                "category_id": 9313,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/身体特征/姿态状态/动作姿势",
+                "element": null,
+                "rationale": "人物动作属于人物身体姿势与动作状态的实质内容。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 386,
+                "category_path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态",
+                "element": null,
+                "rationale": "动作姿态与草稿表述完全对应。"
+              },
+              {
+                "category_id": 19311,
+                "category_path": "/呈现/视觉/视觉制作/实景拍摄/拍摄方式/即时捕捉/动态捕捉",
+                "element": null,
+                "rationale": "运动连贯性常通过动态捕捉式拍摄来体现连续运动过程。"
+              }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/人物/个体/形象呈现/身体特征/姿态状态/动作姿势/连续动作",
+            "body": "根据人物描述提示词,增加动作描述(如举手机、扎头发等),使用参考图生图方式,根据上一张参考生成下一张,确保人物一致性。使用Nano Banana pro模型",
+            "effects": [
+              {
+                "statement": "实现人物身份一致性下的动作变化",
+                "criteria": "生成的分镜图片中人物脸部特征、整体外观保持一致,同时呈现出新的动作姿态",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "人物脸部特征发生变化",
+                  "动作不自然或不连贯",
+                  "人物身份不一致"
+                ]
+              },
+              {
+                "statement": "实现分镜动作的连贯性",
+                "criteria": "相邻分镜之间的动作过渡自然流畅,符合真实人物运动规律",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "动作跳跃过大",
+                  "姿态突变不合理",
+                  "运动轨迹不连贯"
+                ]
+              }
+            ],
+            "tools": ["Nano Banana pro"],
+            "control_target": ["身份一致性", "动作", "姿势"],
+            "artifact_type": "原始图片",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s3" },
+            "is_alternative_to": [],
+            "case_title": "全网首发,免费,0-1做一个完整超AI真人短剧,附上提示词和技巧,让你看不出真人还是AI,完整流程,不私藏,超级干货。",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzIwNDcxNzI0Ng==&idx=1&mid=2247488160&sn=0f253dad0443337ab1414b36c2f1ee75"
+          },
+          {
+            "case_index": 1,
+            "fragment_id": "f_s4_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "图片",
+                "description": "分镜图片序列",
+                "relation": "[来源.s3O]"
+              },
+              {
+                "modality": "文本",
+                "description": "视频生成提示词(包含去掉BGM的要求)",
+                "relation": "[来源.原始输入]"
+              },
+              {
+                "modality": "参数",
+                "description": "声音开关配置",
+                "relation": "[来源.原始输入]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "视频",
+                "description": "真人短剧视频片段",
+                "relation": "[去向.最终成品]"
+              }
+            ],
+            "in_modalities": ["图片", "文本"],
+            "in_config_modalities": ["参数"],
+            "out_modalities": ["视频"],
+            "modality_signature": "图片+文本 → 视频",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 463,
+                "category_path": "/表象/视觉/实体/物品/影像物品/影视作品",
+                "element": null,
+                "rationale": "短剧片段本质上属于影视作品中的片段内容。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 19311,
+                "category_path": "/呈现/视觉/视觉制作/实景拍摄/拍摄方式/即时捕捉/动态捕捉",
+                "element": null,
+                "rationale": "动作流畅度通常体现为动态过程捕捉是否顺畅自然。"
+              },
+              {
+                "category_id": 431,
+                "category_path": "/呈现/视觉/视觉制作/实景拍摄/拍摄取景/场景取景",
+                "element": null,
+                "rationale": "真人质感更接近真实场景拍摄与实景取材带来的观感。"
+              },
+              {
+                "category_id": 195,
+                "category_path": "/呈现/视觉/视觉制作/素材来源/影视素材",
+                "element": null,
+                "rationale": "声音呈现在现有树中无专门声音节点,影视素材最接近片段整体媒介来源。"
+              }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/物品/影像物品/影视作品/短剧片段",
+            "body": "将分镜图片(原始人物图+动作图)输入视频生成工具,打开声音选项,提示词中加入去掉BGM音乐的要求,生成真人视频片段。重复此过程生成多段视频",
+            "effects": [
+              {
+                "statement": "实现分镜图片到视频的动画化",
+                "criteria": "生成的视频中人物动作流畅自然,符合分镜图片序列的动作设计",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "视频卡顿或跳帧",
+                  "动作不连贯",
+                  "人物形象崩坏"
+                ]
+              },
+              {
+                "statement": "实现无背景音乐的人声视频",
+                "criteria": "生成的视频包含人物说话声音但不包含背景音乐",
+                "judge_method": "human",
+                "negative_examples": [
+                  "视频包含背景音乐",
+                  "完全无声",
+                  "人声不清晰"
+                ]
+              },
+              {
+                "statement": "实现高度逼真的真人效果",
+                "criteria": "生成的视频在视觉上难以区分是AI生成还是真人拍摄",
+                "judge_method": "human",
+                "negative_examples": [
+                  "明显的AI生成痕迹",
+                  "人物动作僵硬",
+                  "画面质感不真实"
+                ]
+              }
+            ],
+            "tools": [],
+            "control_target": ["动作连贯性", "画质", "声音"],
+            "artifact_type": "",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s4" },
+            "is_alternative_to": [],
+            "case_title": "全网首发,免费,0-1做一个完整超AI真人短剧,附上提示词和技巧,让你看不出真人还是AI,完整流程,不私藏,超级干货。",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzIwNDcxNzI0Ng==&idx=1&mid=2247488160&sn=0f253dad0443337ab1414b36c2f1ee75"
+          },
+          {
+            "case_index": 2,
+            "fragment_id": "f_s1_0",
+            "action": "筛选",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "文本",
+                "description": "平台爆款题材参考信息",
+                "relation": "[来源.原始输入]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "文本",
+                "description": "已验证爆款题材方向",
+                "relation": "[去向.s2I]"
+              }
+            ],
+            "in_modalities": ["文本"],
+            "in_config_modalities": [],
+            "out_modalities": ["文本"],
+            "modality_signature": "文本 → 文本",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 3534,
+                "category_path": "/理念/观念/个人观念/情感认同/人际情谊/婚恋情感",
+                "element": null,
+                "rationale": "都市爱情的核心是婚恋关系与情感纠葛,最贴近婚恋情感。"
+              },
+              {
+                "category_id": 16731,
+                "category_path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/富贵生活",
+                "element": null,
+                "rationale": "霸总与真假千金都强烈指向豪门、富裕阶层生活语境。"
+              },
+              {
+                "category_id": 16671,
+                "category_path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/逆袭",
+                "element": null,
+                "rationale": "爽文反转常包含身份翻盘与处境逆转,接近逆袭语义。"
+              }
+            ],
+            "apply_xingshi": [],
+            "suggest_apply_to": "/理念/观念/个人观念/情感认同/人际情谊/婚恋情感/都市豪门",
+            "body": "去找已经曝过的题材,然后让AI来优化。我曝的两条10W+的视频,一条是霸总题材,一条是真假千金题材。都是抖音、快手上已经验证过的爆款类型。",
+            "effects": [
+              {
+                "statement": "实现爆款题材定向筛选",
+                "criteria": "输出的题材方向在抖音或快手上有可查证的10W+播放量案例支撑",
+                "judge_method": "human",
+                "negative_examples": [
+                  "选取的题材在主流短视频平台上无爆款数据支撑",
+                  "选取原创未经验证的冷门题材"
+                ]
+              }
+            ],
+            "tools": [],
+            "control_target": ["场景"],
+            "artifact_type": "",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s1" },
+            "is_alternative_to": [],
+            "case_title": "33万播放!豆包+Seedance 2.0做AI短剧,保姆级教程来了",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzUyOTA0MTczOA==&idx=1&mid=2247503325&sn=6ee74f95d4aa2c810d32d6cf0f833806"
+          },
+          {
+            "case_index": 2,
+            "fragment_id": "f_s2_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "文本",
+                "description": "剧本创作思路(类型、集数、受众)",
+                "relation": "[来源.原始输入]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "文本",
+                "description": "完整剧本大纲及每集剧情",
+                "relation": "[去向.s2I]"
+              }
+            ],
+            "in_modalities": ["文本"],
+            "in_config_modalities": [],
+            "out_modalities": ["文本"],
+            "modality_signature": "文本 → 文本",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 3534,
+                "category_path": "/理念/观念/个人观念/情感认同/人际情谊/婚恋情感",
+                "element": null,
+                "rationale": "都市爱情短剧首先落在婚恋关系与情感主题上。"
+              },
+              {
+                "category_id": 16731,
+                "category_path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/富贵生活",
+                "element": null,
+                "rationale": "真假千金与豪门恩怨都以富贵阶层生活和豪门环境为核心。"
+              },
+              {
+                "category_id": 16671,
+                "category_path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/逆袭",
+                "element": null,
+                "rationale": "极致反转常服务于身份翻盘和处境逆转,和逆袭高度相关。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 5852,
+                "category_path": "/架构/叙事/叙事组织/脉络铺排/结构编排/框架类型/分段叙事",
+                "element": null,
+                "rationale": "分集叙事本质是把内容切分为多个连续段落展开。"
+              },
+              {
+                "category_id": 4533,
+                "category_path": "/架构/叙事/叙事技法/戏剧张力/反转/结局反转",
+                "element": null,
+                "rationale": "悬念结尾常通过结尾处制造意外转折,最接近结局反转。"
+              },
+              {
+                "category_id": 2231,
+                "category_path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制/快节奏处理",
+                "element": null,
+                "rationale": "爽文节奏强调推进快、切换快,贴近快节奏处理。"
+              }
+            ],
+            "suggest_apply_to": "/理念/观念/个人观念/情感认同/人际情谊/婚恋情感/都市豪门短剧",
+            "body": "在豆包中输入剧本创作思路:剧本类型:都市爱情,总集数:15集,目标受众:通用(可以选男频或女频),点击生成,豆包很快就生成了剧本大纲以及每一集的剧情。",
+            "effects": [
+              {
+                "statement": "实现完整剧本大纲自动生成",
+                "criteria": "输出包含15集大纲,每集有独立剧情描述,结尾有悬念钩子",
+                "judge_method": "llm",
+                "negative_examples": [
+                  "输出仅有总体简介而无分集内容",
+                  "各集剧情雷同无递进关系"
+                ]
+              }
+            ],
+            "tools": ["豆包"],
+            "control_target": ["场景"],
+            "artifact_type": "结构化提示词",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s2" },
+            "is_alternative_to": [],
+            "case_title": "33万播放!豆包+Seedance 2.0做AI短剧,保姆级教程来了",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzUyOTA0MTczOA==&idx=1&mid=2247503325&sn=6ee74f95d4aa2c810d32d6cf0f833806"
+          },
+          {
+            "case_index": 2,
+            "fragment_id": "f_s2_1",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "文本",
+                "description": "每集剧情大纲",
+                "relation": "[来源.上一步产物]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "文本",
+                "description": "每集分镜说明、景别、镜头、人物动作和台词",
+                "relation": "[去向.s3I]"
+              }
+            ],
+            "in_modalities": ["文本"],
+            "in_config_modalities": [],
+            "out_modalities": ["文本"],
+            "modality_signature": "文本 → 文本",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 1615,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                "element": null,
+                "rationale": "短剧分镜与人物动作首先围绕角色在叙事中的呈现展开。"
+              },
+              {
+                "category_id": 1193,
+                "category_path": "/表象/视觉/行为/人际互动/反应回应",
+                "element": null,
+                "rationale": "人物动作常体现角色对情境的行为回应,可先归入反应回应。"
+              },
+              {
+                "category_id": 88,
+                "category_path": "/理念/现象",
+                "element": null,
+                "rationale": "场景描述过于宽泛,在现有树中只能落到较粗的现象层。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 7713,
+                "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/景别角度/特写近景/通用技法/极致特写",
+                "element": null,
+                "rationale": "景别属于镜头距离和角度控制,现有树中以景别角度节点最贴近。"
+              },
+              {
+                "category_id": 1816,
+                "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/构图方式/动态叙事",
+                "element": null,
+                "rationale": "镜头运动带来动态引导感,和动态叙事构图最接近。"
+              },
+              {
+                "category_id": 2932,
+                "category_path": "/架构/修辞/修辞意象/句式辞格/韵律句式/节奏韵律",
+                "element": null,
+                "rationale": "台词节奏属于语言表达的节奏控制,可对应节奏韵律。"
+              }
+            ],
+            "suggest_apply_to": "/呈现/视觉/视觉制作/分镜设计/人物调度/场景分镜",
+            "body": "接着再让豆包生成每一集的分镜说明、景别、镜头、人物动作和台词。剧本质量直接决定了后面视频的效果。如果豆包生成的剧本有些地方不满意,可以让它重新生成某一集,或者手动修改调整。确认没问题后,把剧本下载下来。",
+            "effects": [
+              {
+                "statement": "实现分镜脚本细化",
+                "criteria": "每集输出包含景别描述、镜头运动说明、人物动作指令和完整台词",
+                "judge_method": "llm",
+                "negative_examples": [
+                  "输出仅有台词而无镜头描述",
+                  "景别和动作描述模糊无法指导视频生成"
+                ]
+              }
+            ],
+            "tools": ["豆包"],
+            "control_target": ["构图", "姿势", "场景"],
+            "artifact_type": "正向提示词",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s2" },
+            "is_alternative_to": [],
+            "case_title": "33万播放!豆包+Seedance 2.0做AI短剧,保姆级教程来了",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzUyOTA0MTczOA==&idx=1&mid=2247503325&sn=6ee74f95d4aa2c810d32d6cf0f833806"
+          },
+          {
+            "case_index": 2,
+            "fragment_id": "f_s3_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "文本",
+                "description": "人物设定描述及详细外貌提示词",
+                "relation": "[来源.原始输入]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "图片",
+                "description": "核心角色人物形象参考图(每角色2-3张不同角度/表情)",
+                "relation": "[去向.s4I]"
+              }
+            ],
+            "in_modalities": ["文本"],
+            "in_config_modalities": [],
+            "out_modalities": ["图片"],
+            "modality_signature": "文本 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 16731,
+                "category_path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/富贵生活",
+                "element": null,
+                "rationale": "都市豪门人物的核心语境是富裕阶层与豪门生活方式。"
+              },
+              {
+                "category_id": 18514,
+                "category_path": "/表象/视觉/实体/人物/群体/社会身份/家庭群体/大家族",
+                "element": null,
+                "rationale": "豪门人物常处于家族结构之中,大家族是较贴近的实体分类。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 20113,
+                "category_path": "/呈现/视觉/视觉风格/视觉艺术风格/现代气质/时尚现代",
+                "element": null,
+                "rationale": "时尚人像构图与都市人物审美都明显偏向时尚现代风格。"
+              },
+              {
+                "category_id": 7713,
+                "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/景别角度/特写近景/通用技法/极致特写",
+                "element": null,
+                "rationale": "人像构图和背景虚化常以近景特写强化主体人物。"
+              }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/人物/群体/社会身份/豪门人物",
+            "body": "苏晚提示词:一张极具时尚感的高清摄影作品。画面中心是一位气质高雅的年轻亚洲女性,留着精致的深色复古卷发,面带温柔自信的微笑。她身着一件洁白的丝绸改良式晚礼服……顾晏辰提示词:一张精致的高端时尚人像摄影,镜头中央是一位英俊的年轻亚洲男性……我会给每个核心角色生成2-3张不同角度、不同表情的参考图,后面做视频时直接用。",
+            "effects": [
+              {
+                "statement": "实现角色外貌视觉化",
+                "criteria": "生成图片中人物外貌与提示词描述高度吻合,包括发型、服装、气质等关键特征",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "生成图片中人物服装与提示词描述不符",
+                  "人物气质与角色设定偏差明显"
+                ]
+              },
+              {
+                "statement": "实现多角度参考图覆盖",
+                "criteria": "同一角色有2-3张图片,角度或表情存在可见差异,可用于后续视频生成的一致性参考",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "所有参考图角度完全相同",
+                  "仅生成1张参考图"
+                ]
+              }
+            ],
+            "tools": ["豆包"],
+            "control_target": ["主体", "脸部特征", "质感", "光线"],
+            "artifact_type": "角色参考图",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s3" },
+            "is_alternative_to": ["f_s3_1", "f_s3_2", "f_s3_3"],
+            "case_title": "33万播放!豆包+Seedance 2.0做AI短剧,保姆级教程来了",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzUyOTA0MTczOA==&idx=1&mid=2247503325&sn=6ee74f95d4aa2c810d32d6cf0f833806"
+          },
+          {
+            "case_index": 2,
+            "fragment_id": "f_s3_1",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "文本",
+                "description": "人物设定描述及详细外貌提示词",
+                "relation": "[来源.原始输入]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "图片",
+                "description": "核心角色人物形象参考图",
+                "relation": "[去向.s4I]"
+              }
+            ],
+            "in_modalities": ["文本"],
+            "in_config_modalities": [],
+            "out_modalities": ["图片"],
+            "modality_signature": "文本 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 16731,
+                "category_path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/富贵生活",
+                "element": null,
+                "rationale": "都市豪门人物角色主要由豪门与富裕生活语境定义。"
+              },
+              {
+                "category_id": 1615,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                "element": null,
+                "rationale": "人物角色这一表述本身也对应叙事中的角色设定。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 20113,
+                "category_path": "/呈现/视觉/视觉风格/视觉艺术风格/现代气质/时尚现代",
+                "element": null,
+                "rationale": "时尚人像构图直接体现现代都市审美与时尚质感。"
+              },
+              {
+                "category_id": 7713,
+                "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/景别角度/特写近景/通用技法/极致特写",
+                "element": null,
+                "rationale": "人像主体突出通常通过近景特写类构图实现。"
+              }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/人物/群体/社会身份/豪门人物",
+            "body": "这一步可以用你习惯的工具:Seedream 4.5都行。",
+            "effects": [
+              {
+                "statement": "实现角色外貌视觉化",
+                "criteria": "生成图片中人物外貌与提示词描述高度吻合,包括发型、服装、气质等关键特征",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "生成图片中人物服装与提示词描述不符",
+                  "人物气质与角色设定偏差明显"
+                ]
+              }
+            ],
+            "tools": ["Seedream 4.5"],
+            "control_target": ["主体", "脸部特征", "质感"],
+            "artifact_type": "角色参考图",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s3" },
+            "is_alternative_to": ["f_s3_0", "f_s3_2", "f_s3_3"],
+            "case_title": "33万播放!豆包+Seedance 2.0做AI短剧,保姆级教程来了",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzUyOTA0MTczOA==&idx=1&mid=2247503325&sn=6ee74f95d4aa2c810d32d6cf0f833806"
+          },
+          {
+            "case_index": 2,
+            "fragment_id": "f_s3_2",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "文本",
+                "description": "人物设定描述及详细外貌提示词",
+                "relation": "[来源.原始输入]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "图片",
+                "description": "核心角色人物形象参考图",
+                "relation": "[去向.s4I]"
+              }
+            ],
+            "in_modalities": ["文本"],
+            "in_config_modalities": [],
+            "out_modalities": ["图片"],
+            "modality_signature": "文本 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 16731,
+                "category_path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/富贵生活",
+                "element": null,
+                "rationale": "都市豪门人物角色仍以豪门阶层与富贵生活为核心。"
+              },
+              {
+                "category_id": 1615,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                "element": null,
+                "rationale": "角色描述可映射到叙事角色这一人物功能节点。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 20113,
+                "category_path": "/呈现/视觉/视觉风格/视觉艺术风格/现代气质/时尚现代",
+                "element": null,
+                "rationale": "高清时尚人像的审美取向最接近时尚现代。"
+              },
+              {
+                "category_id": 7713,
+                "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/景别角度/特写近景/通用技法/极致特写",
+                "element": null,
+                "rationale": "人像构图强调人物主体时,常归入特写近景类技法。"
+              }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/人物/群体/社会身份/豪门人物",
+            "body": "这一步可以用你习惯的工具:MJ V7都行。",
+            "effects": [
+              {
+                "statement": "实现角色外貌视觉化",
+                "criteria": "生成图片中人物外貌与提示词描述高度吻合,包括发型、服装、气质等关键特征",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "生成图片中人物服装与提示词描述不符",
+                  "人物气质与角色设定偏差明显"
+                ]
+              }
+            ],
+            "tools": ["Midjourney V7"],
+            "control_target": ["主体", "脸部特征", "质感"],
+            "artifact_type": "角色参考图",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s3" },
+            "is_alternative_to": ["f_s3_0", "f_s3_1", "f_s3_3"],
+            "case_title": "33万播放!豆包+Seedance 2.0做AI短剧,保姆级教程来了",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzUyOTA0MTczOA==&idx=1&mid=2247503325&sn=6ee74f95d4aa2c810d32d6cf0f833806"
+          },
+          {
+            "case_index": 2,
+            "fragment_id": "f_s3_3",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "文本",
+                "description": "人物设定描述及详细外貌提示词",
+                "relation": "[来源.原始输入]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "图片",
+                "description": "核心角色人物形象参考图",
+                "relation": "[去向.s4I]"
+              }
+            ],
+            "in_modalities": ["文本"],
+            "in_config_modalities": [],
+            "out_modalities": ["图片"],
+            "modality_signature": "文本 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 16731,
+                "category_path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/富贵生活",
+                "element": null,
+                "rationale": "都市豪门人物角色和富裕阶层生活状态紧密对应。"
+              },
+              {
+                "category_id": 1615,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                "element": null,
+                "rationale": "人物角色在现有树中也可由叙事角色承接。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 20113,
+                "category_path": "/呈现/视觉/视觉风格/视觉艺术风格/现代气质/时尚现代",
+                "element": null,
+                "rationale": "时尚人像构图最直接体现现代时尚审美风格。"
+              },
+              {
+                "category_id": 7713,
+                "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/景别角度/特写近景/通用技法/极致特写",
+                "element": null,
+                "rationale": "高清人像常以近景特写方式突出面部与人物状态。"
+              }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/人物/群体/社会身份/豪门人物",
+            "body": "这一步可以用你习惯的工具:Nano Banana Pro都行。",
+            "effects": [
+              {
+                "statement": "实现角色外貌视觉化",
+                "criteria": "生成图片中人物外貌与提示词描述高度吻合,包括发型、服装、气质等关键特征",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "生成图片中人物服装与提示词描述不符",
+                  "人物气质与角色设定偏差明显"
+                ]
+              }
+            ],
+            "tools": ["Nano Banana Pro"],
+            "control_target": ["主体", "脸部特征", "质感"],
+            "artifact_type": "角色参考图",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s3" },
+            "is_alternative_to": ["f_s3_0", "f_s3_1", "f_s3_2"],
+            "case_title": "33万播放!豆包+Seedance 2.0做AI短剧,保姆级教程来了",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzUyOTA0MTczOA==&idx=1&mid=2247503325&sn=6ee74f95d4aa2c810d32d6cf0f833806"
+          },
+          {
+            "case_index": 2,
+            "fragment_id": "f_s4_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "图片",
+                "description": "角色人物参考图(多张)",
+                "relation": "[来源.上一步产物]"
+              },
+              {
+                "modality": "文本",
+                "description": "该集剧情分镜提示词",
+                "relation": "[来源.上一步产物]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "视频",
+                "description": "15秒分镜视频片段",
+                "relation": "[去向.s5I]"
+              }
+            ],
+            "in_modalities": ["图片", "文本"],
+            "in_config_modalities": [],
+            "out_modalities": ["视频"],
+            "modality_signature": "图片+文本 → 视频",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 16671,
+                "category_path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/逆袭",
+                "element": null,
+                "rationale": "真假千金对决和霸气反转场景都包含身份翻盘与处境逆转。"
+              },
+              {
+                "category_id": 1615,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                "element": null,
+                "rationale": "都市短剧剧情往往围绕特定角色对抗展开,可落在叙事角色。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 1816,
+                "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/构图方式/动态叙事",
+                "element": null,
+                "rationale": "电影感镜头和人物动态表演都强调镜头对动作与叙事的引导。"
+              },
+              {
+                "category_id": 5211,
+                "category_path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态/表演性动作/夸张表演/滑稽喜剧",
+                "element": null,
+                "rationale": "人物动态表演在现有树里只能近似映射到强调表演动作的夸张表演节点。"
+              }
+            ],
+            "suggest_apply_to": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/逆袭/真假千金对决",
+            "body": "打开豆包APP(网页版只能上传一张参考图,APP可以上传多张),选择Seedance 2.0功能,上传人物参考图,输入这一集的剧情提示词(从豆包生成的剧本里复制),点击生成,等待几分钟。假千金装可怜、真千金霸气打脸、最后女王加冕,整个剧情流畅自然,口型完美对上,音效也恰到好处。当然,生成过程中也会遇到生成失败的情况,看下提示词有没有违规。",
+            "effects": [
+              {
+                "statement": "实现角色一致性视频生成",
+                "criteria": "生成视频中人物外貌与上传参考图保持高度一致,脸型、发型、服装风格可辨认为同一角色",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "视频中人物与参考图角色外貌差异明显",
+                  "不同片段中同一角色外貌不一致"
+                ]
+              },
+              {
+                "statement": "实现口型与台词同步",
+                "criteria": "视频中人物口型动作与剧情台词节奏吻合,无明显错位",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "人物嘴部动作与台词完全不匹配",
+                  "人物全程无口型变化"
+                ]
+              },
+              {
+                "statement": "实现剧情场景动态呈现",
+                "criteria": "视频内容与输入的分镜提示词描述的场景、动作、情绪相符",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "视频场景与提示词描述的情节完全无关",
+                  "人物动作与剧情要求相悖"
+                ]
+              }
+            ],
+            "tools": ["豆包", "Seedance 2.0"],
+            "control_target": ["身份一致性", "脸部特征", "姿势", "场景"],
+            "artifact_type": "静态图",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s4" },
+            "is_alternative_to": [],
+            "case_title": "33万播放!豆包+Seedance 2.0做AI短剧,保姆级教程来了",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzUyOTA0MTczOA==&idx=1&mid=2247503325&sn=6ee74f95d4aa2c810d32d6cf0f833806"
+          },
+          {
+            "case_index": 2,
+            "fragment_id": "f_s5_0",
+            "action": "剪辑",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "视频",
+                "description": "多个15秒分镜视频片段",
+                "relation": "[来源.上一步产物]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "视频",
+                "description": "完整合成短剧视频",
+                "relation": "[去向.最终成品]"
+              }
+            ],
+            "in_modalities": ["视频"],
+            "in_config_modalities": [],
+            "out_modalities": ["视频"],
+            "modality_signature": "视频 → 视频",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 21851,
+                "category_path": "/理念/知识/思想/概念范畴/性质属性/风格属性",
+                "element": null,
+                "rationale": "「AI短剧完整集数」更接近对内容组织形态或作品属性的概括,树中缺少更直接的短剧集数节点,故落在较粗的风格属性。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 5852,
+                "category_path": "/架构/叙事/叙事组织/脉络铺排/结构编排/框架类型/分段叙事",
+                "element": null,
+                "rationale": "「AI短剧完整集数」涉及按集或片段切分展开,最接近分段叙事的组织方式。"
+              },
+              {
+                "category_id": 878,
+                "category_path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制",
+                "element": null,
+                "rationale": "「片段拼接节奏」与「速度调整」都直接对应剪辑节奏的整体控制。"
+              },
+              {
+                "category_id": 350,
+                "category_path": "/架构/逻辑/信息编排逻辑/条目列举/分段结构",
+                "element": null,
+                "rationale": "字幕排版与内容分块呈现都带有分段与模块化编排特征,最接近分段结构。"
+              }
+            ],
+            "suggest_apply_to": "/架构/叙事/叙事组织/脉络铺排/结构编排/框架类型/分集短剧",
+            "body": "单个15秒的视频确实有点短,看得不够过瘾。可以把多个15秒的视频拼接起来。把视频导入到剪映中,调整速度,剪掉一些镜头,添加字幕。",
+            "effects": [
+              {
+                "statement": "实现多片段连贯拼接",
+                "criteria": "多个15秒片段拼接后叙事连贯,片段间无明显跳跃或逻辑断裂",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "片段拼接处出现明显画面跳切且叙事断裂",
+                  "片段顺序与剧情逻辑不符"
+                ]
+              },
+              {
+                "statement": "实现字幕与画面对齐",
+                "criteria": "字幕文字与对应画面台词内容一致,时间轴对齐无明显偏移",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "字幕出现时间与对应台词画面不同步",
+                  "字幕内容与画面台词不匹配"
+                ]
+              }
+            ],
+            "tools": ["剪映"],
+            "control_target": ["画质", "局部区域"],
+            "artifact_type": "",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s5" },
+            "is_alternative_to": [],
+            "case_title": "33万播放!豆包+Seedance 2.0做AI短剧,保姆级教程来了",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzUyOTA0MTczOA==&idx=1&mid=2247503325&sn=6ee74f95d4aa2c810d32d6cf0f833806"
+          },
+          {
+            "case_index": 3,
+            "fragment_id": "f_s1_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "文本",
+                "description": "制作真人风格短剧的需求描述",
+                "relation": "[来源.原始输入]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "文本",
+                "description": "5个有反转的趣味创意方向",
+                "relation": "[去向.s1I]"
+              }
+            ],
+            "in_modalities": ["文本"],
+            "in_config_modalities": [],
+            "out_modalities": ["文本"],
+            "modality_signature": "文本 → 文本",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 280,
+                "category_path": "/理念/事件/社会事件/人物故事/趣闻轶事",
+                "element": null,
+                "rationale": "故事选题指向具体故事内容,树中最接近的是人物故事与趣闻类叙事对象。"
+              },
+              {
+                "category_id": 9591,
+                "category_path": "/理念/知识/思想/概念范畴/认知思辨/概念构想",
+                "element": null,
+                "rationale": "创意方向本质上是抽象设想与创意构想,适合落在概念构想。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 4531,
+                "category_path": "/架构/叙事/叙事技法/戏剧张力/反转/逻辑反转",
+                "element": null,
+                "rationale": "反转设计直接对应叙事中的反转手法,逻辑反转是最贴近的具体类型。"
+              },
+              {
+                "category_id": 139,
+                "category_path": "/架构/叙事",
+                "element": null,
+                "rationale": "叙事结构属于整体叙述组织策略,适合挂在叙事总类下。"
+              }
+            ],
+            "suggest_apply_to": "/架构/叙事/叙事技法/戏剧张力/反转/故事反转",
+            "body": "让AI根据要求生成故事选题方向,提供5个有反转的趣味创意方向",
+            "effects": [
+              {
+                "statement": "实现多个可选故事创意方向的生成",
+                "criteria": "生成至少5个不同的故事创意,每个创意包含反转元素和趣味性",
+                "judge_method": "llm",
+                "negative_examples": [
+                  "生成的创意少于5个",
+                  "创意缺乏反转元素",
+                  "创意之间重复雷同"
+                ]
+              }
+            ],
+            "tools": ["AI对话工具"],
+            "control_target": ["故事创意", "反转设计"],
+            "artifact_type": "结构化提示词",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s1" },
+            "is_alternative_to": [],
+            "case_title": "真人模式解禁!LibTV & Seedance2.0 AI 短剧保姆级教程,5分钟上手!",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzI3NzkxNzM2NQ==&idx=1&mid=2247490074&sn=50765c9d9d31c4fdf2e5dbd6c8d63ce5"
+          },
+          {
+            "case_index": 3,
+            "fragment_id": "f_s1_1",
+            "action": "扩展",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "文本",
+                "description": "选定的故事创意",
+                "relation": "[来源.s1O]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "文本",
+                "description": "逻辑清晰剧情完整的故事剧本",
+                "relation": "[去向.s2I]"
+              }
+            ],
+            "in_modalities": ["文本"],
+            "in_config_modalities": [],
+            "out_modalities": ["文本"],
+            "modality_signature": "文本 → 文本",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 280,
+                "category_path": "/理念/事件/社会事件/人物故事/趣闻轶事",
+                "element": null,
+                "rationale": "故事剧情对应具体故事事件内容,现有树中以人物故事与趣闻轶事最为接近。"
+              },
+              {
+                "category_id": 1608,
+                "category_path": "/理念/知识/思想/概念范畴/时间过程",
+                "element": null,
+                "rationale": "情节发展强调事件推进过程,符合时间过程这一动态变化概念。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 139,
+                "category_path": "/架构/叙事",
+                "element": null,
+                "rationale": "叙事结构属于叙事层面的整体组织方式。"
+              },
+              {
+                "category_id": 878,
+                "category_path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制",
+                "element": null,
+                "rationale": "节奏对应内容推进快慢与切换控制,最接近节奏控制。"
+              }
+            ],
+            "suggest_apply_to": "/架构/叙事/叙事组织/脉络铺排/结构编排/剧情节奏",
+            "body": "选择满意的选题后,继续对话让AI将创意展开成逻辑清晰剧情完整的故事",
+            "effects": [
+              {
+                "statement": "实现从创意到完整剧本的扩展",
+                "criteria": "生成的故事具有完整的起承转合,逻辑连贯,情节展开充分",
+                "judge_method": "llm",
+                "negative_examples": [
+                  "故事情节跳跃不连贯",
+                  "缺少关键情节环节",
+                  "逻辑矛盾"
+                ]
+              }
+            ],
+            "tools": ["AI对话工具"],
+            "control_target": ["故事逻辑", "剧情完整性"],
+            "artifact_type": "正向提示词",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s1" },
+            "is_alternative_to": [],
+            "case_title": "真人模式解禁!LibTV & Seedance2.0 AI 短剧保姆级教程,5分钟上手!",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzI3NzkxNzM2NQ==&idx=1&mid=2247490074&sn=50765c9d9d31c4fdf2e5dbd6c8d63ce5"
+          },
+          {
+            "case_index": 3,
+            "fragment_id": "f_s1_2",
+            "action": "改写",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "文本",
+                "description": "初版故事剧本",
+                "relation": "[来源.s1O]"
+              },
+              {
+                "modality": "文本",
+                "description": "修改要求(加反转、调节奏等)",
+                "relation": "[来源.原始输入]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "文本",
+                "description": "修改后的故事剧本",
+                "relation": "[去向.s2I]"
+              }
+            ],
+            "in_modalities": ["文本"],
+            "in_config_modalities": [],
+            "out_modalities": ["文本"],
+            "modality_signature": "文本 → 文本",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 1608,
+                "category_path": "/理念/知识/思想/概念范畴/时间过程",
+                "element": null,
+                "rationale": "情节节奏强调情节推进中的时间快慢关系,可归入时间过程。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 4531,
+                "category_path": "/架构/叙事/叙事技法/戏剧张力/反转/逻辑反转",
+                "element": null,
+                "rationale": "故事反转最贴近叙事中的逻辑反转手法。"
+              },
+              {
+                "category_id": 878,
+                "category_path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制",
+                "element": null,
+                "rationale": "叙事节奏在现有形式树中与节奏控制最接近。"
+              }
+            ],
+            "suggest_apply_to": "/架构/叙事/叙事技法/戏剧张力/反转/故事反转",
+            "body": "不满意随时修改,加反转、调节奏,直到满意为止",
+            "effects": [
+              {
+                "statement": "实现剧本按需求迭代优化",
+                "criteria": "剧本根据用户反馈进行调整,反转更明显或节奏更合理",
+                "judge_method": "llm",
+                "negative_examples": [
+                  "修改后未体现用户要求",
+                  "修改破坏了原有逻辑"
+                ]
+              }
+            ],
+            "tools": ["AI对话工具"],
+            "control_target": ["故事节奏", "反转设计"],
+            "artifact_type": "正向提示词",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s1" },
+            "is_alternative_to": [],
+            "case_title": "真人模式解禁!LibTV & Seedance2.0 AI 短剧保姆级教程,5分钟上手!",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzI3NzkxNzM2NQ==&idx=1&mid=2247490074&sn=50765c9d9d31c4fdf2e5dbd6c8d63ce5"
+          },
+          {
+            "case_index": 3,
+            "fragment_id": "f_s2_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "文本",
+                "description": "故事剧本内容",
+                "relation": "[来源.s1O]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "文本",
+                "description": "场景的AI绘画提示词",
+                "relation": "[去向.s2I]"
+              }
+            ],
+            "in_modalities": ["文本"],
+            "in_config_modalities": [],
+            "out_modalities": ["文本"],
+            "modality_signature": "文本 → 文本",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 1281,
+                "category_path": "/表象/视觉/空间/空间场所/生活场景/居家空间/场景描述",
+                "element": null,
+                "rationale": "场景对应空间场所的描述性内容,场景描述是最直接映射。"
+              },
+              {
+                "category_id": 20791,
+                "category_path": "/表象/视觉/画面/后期/情绪意境/场景氛围",
+                "element": null,
+                "rationale": "环境氛围直接对应场景整体氛围感受。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 1816,
+                "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/构图方式/动态叙事",
+                "element": null,
+                "rationale": "场景构成涉及画面空间布局与组织,现有树中动态叙事构图最接近场景组织形式。"
+              },
+              {
+                "category_id": 1435,
+                "category_path": "/架构/创意/创意表现",
+                "element": null,
+                "rationale": "氛围营造属于整体审美与表现策略,适合落在创意表现这一较粗形式类。"
+              }
+            ],
+            "suggest_apply_to": "/表象/视觉/空间/空间场所/生活场景/场景氛围",
+            "body": "基于剧本让AI生成场景(废弃医院地下室、监控室)的AI绘画提示词",
+            "effects": [
+              {
+                "statement": "实现场景描述到绘画提示词的转换",
+                "criteria": "生成的提示词能准确描述剧本中的场景特征和氛围",
+                "judge_method": "llm",
+                "negative_examples": [
+                  "提示词与剧本场景不符",
+                  "缺少关键场景元素描述"
+                ]
+              }
+            ],
+            "tools": ["AI对话工具"],
+            "control_target": ["场景", "氛围"],
+            "artifact_type": "正向提示词",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s2" },
+            "is_alternative_to": [],
+            "case_title": "真人模式解禁!LibTV & Seedance2.0 AI 短剧保姆级教程,5分钟上手!",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzI3NzkxNzM2NQ==&idx=1&mid=2247490074&sn=50765c9d9d31c4fdf2e5dbd6c8d63ce5"
+          },
+          {
+            "case_index": 3,
+            "fragment_id": "f_s2_1",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "文本",
+                "description": "场景的AI绘画提示词",
+                "relation": "[来源.s2O]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "图片",
+                "description": "场景图",
+                "relation": "[去向.s3I]"
+              }
+            ],
+            "in_modalities": ["文本"],
+            "in_config_modalities": [],
+            "out_modalities": ["图片"],
+            "modality_signature": "文本 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 1281,
+                "category_path": "/表象/视觉/空间/空间场所/生活场景/居家空间/场景描述",
+                "element": null,
+                "rationale": "场景与环境都指向空间场所本身,场景描述是最贴近的实质节点。"
+              },
+              {
+                "category_id": 20791,
+                "category_path": "/表象/视觉/画面/后期/情绪意境/场景氛围",
+                "element": null,
+                "rationale": "环境往往连带整体气氛感受,场景氛围可承接这类语义。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 1816,
+                "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/构图方式/动态叙事",
+                "element": null,
+                "rationale": "场景构成主要体现为空间与画面组织方式。"
+              },
+              {
+                "category_id": 1435,
+                "category_path": "/架构/创意/创意表现",
+                "element": null,
+                "rationale": "氛围与光线都偏向整体表现风格和审美处理,适合归入创意表现。"
+              }
+            ],
+            "suggest_apply_to": "/表象/视觉/空间/空间场所/生活场景/环境氛围",
+            "body": "使用AI绘画提示词生成场景图",
+            "effects": [
+              {
+                "statement": "实现符合剧本要求的场景图生成",
+                "criteria": "生成的场景图氛围感强,符合废弃医院地下室或监控室的视觉特征",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "场景氛围不符合剧本设定",
+                  "场景元素缺失或错误"
+                ]
+              }
+            ],
+            "tools": ["LibTV"],
+            "control_target": ["场景", "氛围"],
+            "artifact_type": "场景参考图",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s2" },
+            "is_alternative_to": [],
+            "case_title": "真人模式解禁!LibTV & Seedance2.0 AI 短剧保姆级教程,5分钟上手!",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzI3NzkxNzM2NQ==&idx=1&mid=2247490074&sn=50765c9d9d31c4fdf2e5dbd6c8d63ce5"
+          },
+          {
+            "case_index": 3,
+            "fragment_id": "f_s2_2",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "图片",
+                "description": "上传的真人照片",
+                "relation": "[来源.原始输入]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "图片",
+                "description": "角色三视图",
+                "relation": "[去向.s2I]"
+              }
+            ],
+            "in_modalities": ["图片"],
+            "in_config_modalities": [],
+            "out_modalities": ["图片"],
+            "modality_signature": "图片 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 1615,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                "element": null,
+                "rationale": "角色直接对应故事中的人物角色设定。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 1076,
+                "category_path": "/呈现/视觉/视觉画面/形象塑造/造型装扮/创意造型",
+                "element": null,
+                "rationale": "角色造型属于人物外观与装扮层面的造型处理。"
+              }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/角色造型",
+            "body": "上传真人图片生成角色三视图",
+            "effects": [
+              {
+                "statement": "实现角色多角度视图的生成",
+                "criteria": "生成的三视图保持角色身份一致性,包含正面、侧面、背面等多个角度",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "不同视图的角色特征不一致",
+                  "缺少关键视图角度"
+                ]
+              }
+            ],
+            "tools": ["LibTV"],
+            "control_target": ["身份一致性", "角色形象"],
+            "artifact_type": "角色参考图",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s2" },
+            "is_alternative_to": [],
+            "case_title": "真人模式解禁!LibTV & Seedance2.0 AI 短剧保姆级教程,5分钟上手!",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzI3NzkxNzM2NQ==&idx=1&mid=2247490074&sn=50765c9d9d31c4fdf2e5dbd6c8d63ce5"
+          },
+          {
+            "case_index": 3,
+            "fragment_id": "f_s3_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "图片",
+                "description": "角色参考图",
+                "relation": "[来源.s2O]"
+              },
+              {
+                "modality": "图片",
+                "description": "场景参考图",
+                "relation": "[来源.s2O]"
+              },
+              {
+                "modality": "文本",
+                "description": "风格、角色、场景描述和剧本内容",
+                "relation": "[来源.s1O]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "视频",
+                "description": "单段剧情视频(15秒内)",
+                "relation": "[去向.s4I]"
+              }
+            ],
+            "in_modalities": ["图片", "文本"],
+            "in_config_modalities": [],
+            "out_modalities": ["视频"],
+            "modality_signature": "图片+文本 → 视频",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 1615,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                "element": null,
+                "rationale": "角色对应叙事中的人物角色设定。"
+              },
+              {
+                "category_id": 1281,
+                "category_path": "/表象/视觉/空间/空间场所/生活场景/居家空间/场景描述",
+                "element": null,
+                "rationale": "场景对应空间场所的描述内容。"
+              },
+              {
+                "category_id": 280,
+                "category_path": "/理念/事件/社会事件/人物故事/趣闻轶事",
+                "element": null,
+                "rationale": "剧情对应故事事件内容,现有树中人物故事类最接近。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 1816,
+                "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/构图方式/动态叙事",
+                "element": null,
+                "rationale": "镜头与叙事镜头组织最接近动态叙事构图方式。"
+              },
+              {
+                "category_id": 1473,
+                "category_path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态/创意动作",
+                "element": null,
+                "rationale": "动作直接对应人物动作姿态的呈现形式。"
+              },
+              {
+                "category_id": 139,
+                "category_path": "/架构/叙事",
+                "element": null,
+                "rationale": "叙事属于整体内容组织和讲述方式。"
+              }
+            ],
+            "suggest_apply_to": "/架构/叙事/叙事演绎/角色场景剧情",
+            "body": "将角色和场景图片关联到Seedance 2.0视频模型;提示词中交代风格、角色、场景,复制剧本内容(单段控制在15秒内);根据剧情替换角色和场景参考图;提示词中加上不要字幕、不要背景音乐",
+            "effects": [
+              {
+                "statement": "实现基于角色和场景的剧情视频生成",
+                "criteria": "生成的视频时长在15秒内,角色和场景与参考图一致,剧情内容符合提示词描述,无字幕和背景音乐",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "视频时长超过15秒",
+                  "角色或场景与参考图不符",
+                  "包含字幕或背景音乐"
+                ]
+              },
+              {
+                "statement": "实现角色身份在视频中的一致性保持",
+                "criteria": "视频中的角色外观特征与参考图保持一致",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "角色外观在视频中发生变化",
+                  "角色特征与参考图明显不符"
+                ]
+              }
+            ],
+            "tools": ["LibTV", "Seedance 2.0"],
+            "control_target": ["身份一致性", "场景", "剧情内容"],
+            "artifact_type": "",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s3" },
+            "is_alternative_to": [],
+            "case_title": "真人模式解禁!LibTV & Seedance2.0 AI 短剧保姆级教程,5分钟上手!",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzI3NzkxNzM2NQ==&idx=1&mid=2247490074&sn=50765c9d9d31c4fdf2e5dbd6c8d63ce5"
+          },
+          {
+            "case_index": 3,
+            "fragment_id": "f_s3_1",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "音频",
+                "description": "参考音频",
+                "relation": "[来源.原始输入]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "音频",
+                "description": "复刻的角色配音",
+                "relation": "[去向.s3O]"
+              }
+            ],
+            "in_modalities": ["音频"],
+            "in_config_modalities": [],
+            "out_modalities": ["音频"],
+            "modality_signature": "音频 → 音频",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 1615,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                "element": null,
+                "rationale": "角色声音本质上服务于叙事中的角色设定与角色塑造。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 2012,
+                "category_path": "/呈现/听觉/语音/表达形式/风格化解说/叙事手法",
+                "element": null,
+                "rationale": "音色属于语音呈现层面的表达方式,树中最接近的是语音的风格化表达手法。"
+              }
+            ],
+            "suggest_apply_to": "/呈现/听觉/语音/角色塑造/角色音色",
+            "body": "上传参考音频让Seedance 2.0复刻音色",
+            "effects": [
+              {
+                "statement": "实现角色配音音色的一致性",
+                "criteria": "生成的配音音色与参考音频相似,角色说话时音色保持一致",
+                "judge_method": "human",
+                "negative_examples": [
+                  "配音音色与参考音频差异明显",
+                  "同一角色在不同片段音色不一致"
+                ]
+              }
+            ],
+            "tools": ["Seedance 2.0"],
+            "control_target": ["音色"],
+            "artifact_type": "",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s3" },
+            "is_alternative_to": ["f_s3_2"],
+            "case_title": "真人模式解禁!LibTV & Seedance2.0 AI 短剧保姆级教程,5分钟上手!",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzI3NzkxNzM2NQ==&idx=1&mid=2247490074&sn=50765c9d9d31c4fdf2e5dbd6c8d63ce5"
+          },
+          {
+            "case_index": 3,
+            "fragment_id": "f_s4_0",
+            "action": "剪辑",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "视频",
+                "description": "所有视频片段",
+                "relation": "[来源.s3O]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "视频",
+                "description": "完整短剧成片",
+                "relation": "[去向.最终成品]"
+              }
+            ],
+            "in_modalities": ["视频"],
+            "in_config_modalities": [],
+            "out_modalities": ["视频"],
+            "modality_signature": "视频 → 视频",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 1615,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                "element": null,
+                "rationale": "完整故事通常围绕角色展开,树中最接近故事承载对象的是叙事角色。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 139,
+                "category_path": "/架构/叙事",
+                "element": null,
+                "rationale": "完整故事直接对应整体叙事组织,是最贴近的形式主路径。"
+              },
+              {
+                "category_id": 878,
+                "category_path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制",
+                "element": null,
+                "rationale": "叙事节奏与转场都属于剪辑层面的节奏控制与组接处理。"
+              },
+              {
+                "category_id": 1953,
+                "category_path": "/呈现/听觉/配乐/节奏特征",
+                "element": null,
+                "rationale": "配乐是该故事呈现中的独立形式维度,树中有直接对应的听觉节奏特征节点。"
+              }
+            ],
+            "suggest_apply_to": "/架构/叙事/叙事组织/完整故事/节奏转场",
+            "body": "将所有视频片段导入剪辑工具,添加背景乐、字幕等元素,调整细节",
+            "effects": [
+              {
+                "statement": "实现多个视频片段的连贯组合",
+                "criteria": "所有片段按剧情顺序拼接,转场自然,整体叙事流畅",
+                "judge_method": "vlm",
+                "negative_examples": ["片段顺序错乱", "转场生硬", "叙事不连贯"]
+              },
+              {
+                "statement": "实现视频的完整性增强",
+                "criteria": "成片包含背景音乐、字幕等必要元素,观感完整",
+                "judge_method": "vlm",
+                "negative_examples": ["缺少背景音乐", "缺少字幕", "音画不同步"]
+              }
+            ],
+            "tools": ["剪辑工具"],
+            "control_target": ["叙事连贯性", "观感完整性"],
+            "artifact_type": "",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s4" },
+            "is_alternative_to": [],
+            "case_title": "真人模式解禁!LibTV & Seedance2.0 AI 短剧保姆级教程,5分钟上手!",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzI3NzkxNzM2NQ==&idx=1&mid=2247490074&sn=50765c9d9d31c4fdf2e5dbd6c8d63ce5"
+          },
+          {
+            "case_index": 4,
+            "fragment_id": "f_s1_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "文本",
+                "description": "生成指令",
+                "relation": "[来源.原始输入]"
+              },
+              {
+                "modality": "参数",
+                "description": "参数配置",
+                "relation": "[来源.原始输入]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "图片",
+                "description": "角色参考图",
+                "relation": "[去向.s3I]"
+              }
+            ],
+            "in_modalities": ["文本"],
+            "in_config_modalities": ["参数"],
+            "out_modalities": ["图片"],
+            "modality_signature": "文本 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 12871,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/身份特征/角色设定",
+                "element": null,
+                "rationale": "港风少女角色设定的核心是人物角色身份与设定。"
+              },
+              {
+                "category_id": 15471,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/造型装扮/风格造型",
+                "element": null,
+                "rationale": "港风少女同时包含鲜明的时代与文化风格造型特征。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 1058,
+                "category_path": "/呈现/视觉/视觉制作/实景拍摄",
+                "element": null,
+                "rationale": "白底棚拍属于真实摄影取材下的拍摄呈现方式。"
+              },
+              {
+                "category_id": 20052,
+                "category_path": "/呈现/视觉/视觉风格/视觉氛围风格/怀旧复古/技术呈现/胶片色调",
+                "element": null,
+                "rationale": "复古胶片感直接对应胶片色调式的怀旧技术呈现。"
+              },
+              {
+                "category_id": 20056,
+                "category_path": "/呈现/视觉/视觉风格/视觉氛围风格/怀旧复古/技术呈现/老照片风格",
+                "element": null,
+                "rationale": "港风复古视觉常伴随旧时代照片式的整体年代感。"
+              }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/人物/个体/形象呈现/身份特征/角色设定/港风少女",
+            "body": "少女角色普通版提示词:亚洲甜美清纯少女、双马尾、夏天碎花短睡裙、邵氏电影风、90年代港片写实、四视图一致、白底16:9、高细节复古质感。",
+            "effects": [
+              {
+                "statement": "实现少女角色多视图一致设定",
+                "criteria": "同一张图内包含特写、正视全身、右侧全身、后视全身,且发型面容服装体型保持一致",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "四个视图人物不是同一外观",
+                  "缺少任一视图或出现裁切"
+                ]
+              }
+            ],
+            "tools": ["gpt-image2", "豆包", "gemini", "Nano Banana2", "即梦"],
+            "control_target": [
+              "主体",
+              "身份一致性",
+              "姿势",
+              "构图",
+              "光线",
+              "质感"
+            ],
+            "artifact_type": "角色参考图",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s1" },
+            "is_alternative_to": ["f_s1_1"],
+            "case_title": "偷摸发财!全流程拆解百万播放爆款邵氏猫咪与纯欲少女系列狂揽12万粉,小白也可以完美复刻AI视频",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=Mzg2NjI1MjU1OA==&idx=1&mid=2247506322&sn=3188aa504cacade2888ed34f00ad08e8"
+          },
+          {
+            "case_index": 4,
+            "fragment_id": "f_s1_1",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "文本",
+                "description": "生成指令",
+                "relation": "[来源.原始输入]"
+              },
+              {
+                "modality": "参数",
+                "description": "参数配置",
+                "relation": "[来源.原始输入]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "图片",
+                "description": "角色参考图",
+                "relation": "[去向.s3I]"
+              }
+            ],
+            "in_modalities": ["文本"],
+            "in_config_modalities": ["参数"],
+            "out_modalities": ["图片"],
+            "modality_signature": "文本 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 12871,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/身份特征/角色设定",
+                "element": null,
+                "rationale": "港风少女角色设定本质上是对人物身份与角色属性的定义。"
+              },
+              {
+                "category_id": 15471,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/造型装扮/风格造型",
+                "element": null,
+                "rationale": "港风少女也体现为特定风格化外观造型。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 19152,
+                "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/构图方式/人物布局/人物姿态",
+                "element": null,
+                "rationale": "体态定向控制主要落在人物姿态作为构图与呈现重点。"
+              },
+              {
+                "category_id": 386,
+                "category_path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态",
+                "element": null,
+                "rationale": "体态控制属于人物动作姿态层面的形象塑造。"
+              },
+              {
+                "category_id": 1814,
+                "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/构图方式/人物布局",
+                "element": null,
+                "rationale": "四视图角色板更接近围绕人物展开的版式与布局组织。"
+              }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/人物/个体/形象呈现/身份特征/角色设定/港风少女",
+            "body": "少女角色有肉感版提示词:在普通版基础上增加上半身有肉感与腿部线条描述,其余四视图一致、白底、16:9等约束不变。",
+            "effects": [
+              {
+                "statement": "实现少女体态特征的定向调整",
+                "criteria": "整体仍保持清纯港风前提下,上半身与腿部体态符合设定且四视图一致",
+                "judge_method": "vlm",
+                "negative_examples": ["体态特征与设定不符", "风格偏离港片写实"]
+              }
+            ],
+            "tools": ["Nano Banana2", "gpt-image2", "gemini"],
+            "control_target": ["主体", "姿势", "质感"],
+            "artifact_type": "角色参考图",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s1" },
+            "is_alternative_to": ["f_s1_0"],
+            "case_title": "偷摸发财!全流程拆解百万播放爆款邵氏猫咪与纯欲少女系列狂揽12万粉,小白也可以完美复刻AI视频",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=Mzg2NjI1MjU1OA==&idx=1&mid=2247506322&sn=3188aa504cacade2888ed34f00ad08e8"
+          },
+          {
+            "case_index": 4,
+            "fragment_id": "f_s1_2",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "文本",
+                "description": "生成指令",
+                "relation": "[来源.原始输入]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "图片",
+                "description": "角色参考图",
+                "relation": "[去向.s3I]"
+              }
+            ],
+            "in_modalities": ["文本"],
+            "in_config_modalities": [],
+            "out_modalities": ["图片"],
+            "modality_signature": "文本 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 10971,
+                "category_path": "/表象/视觉/实体/动物/虚拟角色/拟人卡通",
+                "element": null,
+                "rationale": "拟人化橘猫角色设定直接属于拟人化动物虚拟角色。"
+              },
+              {
+                "category_id": 12871,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/身份特征/角色设定",
+                "element": null,
+                "rationale": "作为角色设定,其内容也涉及角色身份与人设定义。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 1999,
+                "category_path": "/呈现/视觉/视觉风格/视觉艺术风格/影视风格/电影风格",
+                "element": null,
+                "rationale": "复古电影风直接对应电影化视觉艺术风格。"
+              },
+              {
+                "category_id": 204,
+                "category_path": "/呈现/视觉/视觉风格/视觉氛围风格/怀旧复古",
+                "element": null,
+                "rationale": "复古电影风同时体现怀旧复古的整体氛围。"
+              },
+              {
+                "category_id": 1814,
+                "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/构图方式/人物布局",
+                "element": null,
+                "rationale": "白底单体角色图主要是围绕单一主体的人物式布局呈现。"
+              }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/动物/虚拟角色/拟人卡通/橘猫角色",
+            "body": "橘猫角色提示词:生成橘猫,表情贱、无辜、嘴硬,白色背景,邵氏电影风格。",
+            "effects": [
+              {
+                "statement": "实现猫角色表情与风格定型",
+                "criteria": "猫的神态同时体现无辜与嘴硬感,整体画面具备复古邵氏风",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "猫表情普通无戏剧感",
+                  "背景或风格不符合设定"
+                ]
+              }
+            ],
+            "tools": ["gpt-image2", "豆包", "gemini", "即梦"],
+            "control_target": ["主体", "场景", "质感"],
+            "artifact_type": "角色参考图",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s1" },
+            "is_alternative_to": [],
+            "case_title": "偷摸发财!全流程拆解百万播放爆款邵氏猫咪与纯欲少女系列狂揽12万粉,小白也可以完美复刻AI视频",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=Mzg2NjI1MjU1OA==&idx=1&mid=2247506322&sn=3188aa504cacade2888ed34f00ad08e8"
+          },
+          {
+            "case_index": 4,
+            "fragment_id": "f_s2_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "文本",
+                "description": "生成指令",
+                "relation": "[来源.原始输入]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "文本",
+                "description": "编辑指令",
+                "relation": "[去向.s3I]"
+              }
+            ],
+            "in_modalities": ["文本"],
+            "in_config_modalities": [],
+            "out_modalities": ["文本"],
+            "modality_signature": "文本 → 文本",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 1194,
+                "category_path": "/表象/视觉/行为/人际互动/关系行为/冲突对抗",
+                "element": null,
+                "rationale": "猫与少女对峙剧情的核心是双方之间的冲突对抗关系。"
+              },
+              {
+                "category_id": 21651,
+                "category_path": "/表象/视觉/实体/动物/宠物/宠物猫",
+                "element": null,
+                "rationale": "剧情中的一方主体明确是猫。"
+              },
+              {
+                "category_id": 976,
+                "category_path": "/表象/视觉/实体/人物/个体/身份角色",
+                "element": null,
+                "rationale": "剧情中的另一方主体是具有人物身份的少女。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 878,
+                "category_path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制",
+                "element": null,
+                "rationale": "15秒短剧节奏主要体现为剪辑速度和节奏控制。"
+              },
+              {
+                "category_id": 2251,
+                "category_path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制/节奏概念",
+                "element": null,
+                "rationale": "短时长短剧强调整体节奏概念与节拍安排。"
+              },
+              {
+                "category_id": 4174,
+                "category_path": "/架构/叙事/叙事技法/戏剧张力/冲突/情节冲突",
+                "element": null,
+                "rationale": "对峙剧情通常通过情节冲突来组织时间轴分镜。"
+              }
+            ],
+            "suggest_apply_to": "/表象/视觉/行为/人际互动/关系行为/冲突对抗/猫少女对峙",
+            "body": "直接向模型描述目标:邵氏风格、猫与少女搞笑冲突、15秒时长、前3秒强钩子、正经到胡说再反转,输出带时间轴分镜与台词音效。",
+            "effects": [
+              {
+                "statement": "实现可直接投喂视频模型的短视频分镜脚本",
+                "criteria": "脚本含明确时间段、镜头动作、对白与音效,并覆盖开场冲突与结尾反转",
+                "judge_method": "llm",
+                "negative_examples": [
+                  "只有剧情梗概没有分镜时间轴",
+                  "缺少音效或台词层"
+                ]
+              }
+            ],
+            "tools": ["gpt-image2"],
+            "control_target": ["场景", "构图", "节奏"],
+            "artifact_type": "结构化提示词",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s2" },
+            "is_alternative_to": ["f_s2_1"],
+            "case_title": "偷摸发财!全流程拆解百万播放爆款邵氏猫咪与纯欲少女系列狂揽12万粉,小白也可以完美复刻AI视频",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=Mzg2NjI1MjU1OA==&idx=1&mid=2247506322&sn=3188aa504cacade2888ed34f00ad08e8"
+          },
+          {
+            "case_index": 4,
+            "fragment_id": "f_s2_1",
+            "action": "改写",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "文本",
+                "description": "参考素材",
+                "relation": "[来源.原始输入]"
+              },
+              {
+                "modality": "文本",
+                "description": "约束条件",
+                "relation": "[来源.原始输入]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "文本",
+                "description": "编辑指令",
+                "relation": "[去向.s3I]"
+              }
+            ],
+            "in_modalities": ["文本"],
+            "in_config_modalities": [],
+            "out_modalities": ["文本"],
+            "modality_signature": "文本 → 文本",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 3016,
+                "category_path": "/表象/视觉/行为/表演行为/综艺表演/喜剧表演/情景剧",
+                "element": null,
+                "rationale": "爆款短剧剧情改编最接近具体场景化短剧表演内容。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 1028,
+                "category_path": "/架构/叙事/叙事组织/角色书写",
+                "element": null,
+                "rationale": "剧情改编中的分段对白常服务于角色表达与叙事组织。"
+              },
+              {
+                "category_id": 878,
+                "category_path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制",
+                "element": null,
+                "rationale": "镜头推拉与停顿设计主要体现为镜头节奏控制。"
+              },
+              {
+                "category_id": 2251,
+                "category_path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制/节奏概念",
+                "element": null,
+                "rationale": "停顿设计属于对整体节奏概念的具体调度。"
+              }
+            ],
+            "suggest_apply_to": "/架构/叙事/叙事组织/短剧改编",
+            "body": "先提取爆款视频文案与时长,再让模型分析并仿写同风格分镜;示例给出gemini版总设定与5段镜头脚本。",
+            "effects": [
+              {
+                "statement": "实现对爆款结构的同型迁移",
+                "criteria": "新脚本保留爆款的冲突起手、对峙推进与反转收束,同时替换为当前剧情内容",
+                "judge_method": "llm",
+                "negative_examples": [
+                  "仅复述原文案未形成新分镜",
+                  "节奏结构与爆款模式脱节"
+                ]
+              }
+            ],
+            "tools": ["gemini", "豆包"],
+            "control_target": ["节奏", "构图", "场景"],
+            "artifact_type": "结构化提示词",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s2" },
+            "is_alternative_to": ["f_s2_0"],
+            "case_title": "偷摸发财!全流程拆解百万播放爆款邵氏猫咪与纯欲少女系列狂揽12万粉,小白也可以完美复刻AI视频",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=Mzg2NjI1MjU1OA==&idx=1&mid=2247506322&sn=3188aa504cacade2888ed34f00ad08e8"
+          },
+          {
+            "case_index": 4,
+            "fragment_id": "f_s3_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "文本",
+                "description": "编辑指令",
+                "relation": "[来源.s2O]"
+              },
+              {
+                "modality": "图片",
+                "description": "参考素材",
+                "relation": "[来源.s1O]"
+              },
+              {
+                "modality": "图片",
+                "description": "参考素材",
+                "relation": "[来源.用户上传]"
+              },
+              {
+                "modality": "模型",
+                "description": "模型资源",
+                "relation": "[来源.外部资源]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "视频",
+                "description": "成品",
+                "relation": "[去向.最终成品]"
+              }
+            ],
+            "in_modalities": ["文本", "图片"],
+            "in_config_modalities": ["模型"],
+            "out_modalities": ["视频"],
+            "modality_signature": "文本+图片 → 视频",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 1194,
+                "category_path": "/表象/视觉/行为/人际互动/关系行为/冲突对抗",
+                "element": null,
+                "rationale": "猫与少女冲突短剧的核心内容是人物与动物之间的对抗情境。"
+              },
+              {
+                "category_id": 21651,
+                "category_path": "/表象/视觉/实体/动物/宠物/宠物猫",
+                "element": null,
+                "rationale": "冲突短剧中的关键主体之一是猫。"
+              },
+              {
+                "category_id": 976,
+                "category_path": "/表象/视觉/实体/人物/个体/身份角色",
+                "element": null,
+                "rationale": "另一关键主体是具备角色身份的少女。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 20051,
+                "category_path": "/呈现/视觉/视觉风格/视觉氛围风格/怀旧复古/技术呈现/复古色调",
+                "element": null,
+                "rationale": "邵氏复古影调首先体现为明显的复古色调处理。"
+              },
+              {
+                "category_id": 1999,
+                "category_path": "/呈现/视觉/视觉风格/视觉艺术风格/影视风格/电影风格",
+                "element": null,
+                "rationale": "邵氏影调属于电影化视觉风格范畴。"
+              },
+              {
+                "category_id": 878,
+                "category_path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制",
+                "element": null,
+                "rationale": "快节奏推拉镜头主要落在镜头切换与节奏控制。"
+              }
+            ],
+            "suggest_apply_to": "/表象/视觉/行为/人际互动/关系行为/冲突对抗/猫少女短剧植入",
+            "body": "在即梦中选择seedance2.0,粘贴分镜脚本并在对应段落引用少女角色图、猫角色图和客户产品图后提交生成视频。",
+            "effects": [
+              {
+                "statement": "实现角色与产品共同入镜的视频生成",
+                "criteria": "成片中可识别少女与猫的既定形象,并出现产品相关镜头且剧情按分镜推进",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "角色外观漂移明显",
+                  "产品未出现或出现位置错误"
+                ]
+              }
+            ],
+            "tools": ["即梦", "seedance2.0"],
+            "control_target": ["主体", "身份一致性", "场景", "构图"],
+            "artifact_type": "静态图",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s3" },
+            "is_alternative_to": [],
+            "case_title": "偷摸发财!全流程拆解百万播放爆款邵氏猫咪与纯欲少女系列狂揽12万粉,小白也可以完美复刻AI视频",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=Mzg2NjI1MjU1OA==&idx=1&mid=2247506322&sn=3188aa504cacade2888ed34f00ad08e8"
+          },
+          {
+            "case_index": 5,
+            "fragment_id": "f_s1_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "文本",
+                "description": "生成三联面部特写组图的生成指令,包含构图、布光、背景、角度、一致性等详细要求",
+                "relation": "[来源.原始输入]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "图片",
+                "description": "同一人物三视角并排面部特写三联图,用于绕过Seedance真人人脸限制并保持人物一致性",
+                "relation": "[去向.s2I]"
+              }
+            ],
+            "in_modalities": ["文本"],
+            "in_config_modalities": [],
+            "out_modalities": ["图片"],
+            "modality_signature": "文本 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 757,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/虚拟形象",
+                "element": null,
+                "rationale": "AI美女人物的核心对象是技术生成的虚拟人物形象。"
+              },
+              {
+                "category_id": 21291,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/肖像类型/女性肖像",
+                "element": null,
+                "rationale": "美女人物明确指向女性主体肖像。"
+              },
+              {
+                "category_id": 7371,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/身体特征/身体部位/面部",
+                "element": null,
+                "rationale": "多角度面部特写的内容核心落在人物面部。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 20332,
+                "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/元素编排/组合关系/并列叠加",
+                "element": null,
+                "rationale": "三联并排构图对应多个画面并列排布的组合关系。"
+              },
+              {
+                "category_id": 19336,
+                "category_path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/光影质感/光影表现/光源特征/舞台光",
+                "element": null,
+                "rationale": "影棚布光属于受控光源塑造的布光方式,最接近舞台光类光源表现。"
+              },
+              {
+                "category_id": 7076,
+                "category_path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/光影质感/材质纹理/写实还原质感",
+                "element": null,
+                "rationale": "高清写实质感直接对应强调真实还原的画质与材质表现。"
+              }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/人物/个体/形象呈现/虚拟形象/女性肖像/面部特写",
+            "body": "在豆包中输入提示词,生成同一人物头部颈部三联并排面部特写,三图比例、构图、布光完全统一,用两条纤细等距竖线分隔,简约杂志排版风格。左侧正面直视镜头,中间左脸45°四分之三侧面,右侧右脸90°标准纯侧面。统一替换为高品质影棚质感灰色无缝纹理背景,带细腻摄影颗粒感,专业影棚布光,皮肤质感真实自然,人物面部特征与参考图完全一致,整体为高清写实影棚试镜照效果。",
+            "effects": [
+              {
+                "statement": "实现同一人物多角度面部一致性呈现",
+                "criteria": "三张图中人物脸部特征、发型、造型高度一致,可识别为同一人",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "三张图人物面部特征明显不同,无法判断为同一人"
+                ]
+              },
+              {
+                "statement": "实现绕过Seedance真人人脸检测限制的参考图准备",
+                "criteria": "生成图为AI绘制风格,不触发平台真人人脸上传限制,可正常用于图生视频输入",
+                "judge_method": "human",
+                "negative_examples": [
+                  "上传后平台提示真人人脸限制,无法进行图生视频"
+                ]
+              },
+              {
+                "statement": "实现影棚质感高清写实人物图片",
+                "criteria": "背景为灰色无缝纹理,布光柔和均匀,眼部细节清晰,皮肤质感自然无过度磨皮",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "背景杂乱有环境元素",
+                  "皮肤过度磨皮失真",
+                  "布光不均有明显曝光问题"
+                ]
+              }
+            ],
+            "tools": ["豆包"],
+            "control_target": [
+              "身份一致性",
+              "脸部特征",
+              "构图",
+              "光线",
+              "背景",
+              "画质"
+            ],
+            "artifact_type": "角色参考图",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s1" },
+            "is_alternative_to": [],
+            "case_title": "3天涨万粉,用豆包一键生成美女热舞视频,附提示词合集~",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzY4NTIxMzI0NQ==&idx=1&mid=2247484433&sn=dc8b700e23a84a385ab98fe84902f7fa"
+          },
+          {
+            "case_index": 5,
+            "fragment_id": "f_s2_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "图片",
+                "description": "人物三联面部特写参考图,作为图生视频的人物一致性参考素材",
+                "relation": "[来源.s1O]"
+              },
+              {
+                "modality": "文本",
+                "description": "快节奏热舞动作提示词,描述舞蹈风格、动作细节、镜头设定、画质要求",
+                "relation": "[来源.原始输入]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "视频",
+                "description": "AI生成的美女快节奏热舞短视频,适配短视频平台传播",
+                "relation": "[去向.最终成品]"
+              }
+            ],
+            "in_modalities": ["图片", "文本"],
+            "in_config_modalities": [],
+            "out_modalities": ["视频"],
+            "modality_signature": "图片+文本 → 视频",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 1241,
+                "category_path": "/表象/视觉/行为/表演行为/舞蹈",
+                "element": null,
+                "rationale": "美女热舞和多风格舞蹈动作的核心内容都是舞蹈表演。"
+              },
+              {
+                "category_id": 7131,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/人群特征/女性形象",
+                "element": null,
+                "rationale": "AI美女热舞中的主体形象明确是女性人物。"
+              },
+              {
+                "category_id": 3153,
+                "category_path": "/表象/视觉/实体/物品/影像物品/生活影像/影像素材",
+                "element": null,
+                "rationale": "短视频内容可落在用于视频呈现的影像素材这一内容对象上。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 2851,
+                "category_path": "/呈现/视觉/视觉制作/构图编排/版面设计/版面结构/载体类型/视频载体",
+                "element": null,
+                "rationale": "短视频内容首先对应以动态影像为核心的视频载体。"
+              },
+              {
+                "category_id": 1476,
+                "category_path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态/表演性动作/舞蹈表演",
+                "element": null,
+                "rationale": "全身动作连贯和多风格舞蹈动作都属于舞蹈表演的呈现方式。"
+              },
+              {
+                "category_id": 7076,
+                "category_path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/光影质感/材质纹理/写实还原质感",
+                "element": null,
+                "rationale": "高清写实画质最贴近写实还原质感这一画面处理方式。"
+              }
+            ],
+            "suggest_apply_to": "/表象/视觉/行为/表演行为/舞蹈/女性热舞/短视频",
+            "body": "将三联图输入Seedance图生视频,配合快节奏热舞提示词生成视频。10组提示词示例涵盖不同风格,均强调快节奏卡点、固定镜头、高清写实、动作连贯。例如第2组:清冷室内场景,高颜值女生,修身短款穿搭,极速卡点舞蹈,耸肩卡点、双手交叉开合,腰部快速左右扭动,交叉步律动,抬手撩发衔接扭腰,肢体舒展有力,节奏紧凑,镜头固定,全身动作流畅。",
+            "effects": [
+              {
+                "statement": "实现快节奏卡点热舞视频生成",
+                "criteria": "视频中人物舞蹈动作节奏明显快于普通AI生成舞蹈,具有卡点感,动作连贯不卡顿",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "视频中人物动作缓慢拖沓,无明显节奏感",
+                  "动作不连贯,出现明显跳帧或肢体扭曲"
+                ]
+              },
+              {
+                "statement": "实现人物身份一致性保持",
+                "criteria": "视频中人物外貌与输入参考图人物特征基本一致,可识别为同一角色",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "视频中人物与参考图人物外貌差异明显,无法对应"
+                ]
+              },
+              {
+                "statement": "实现适配短视频平台的高清写实舞蹈内容",
+                "criteria": "视频画质清晰,人物写实风格,场景背景符合提示词描述,整体具备短视频传播视觉吸引力",
+                "judge_method": "human",
+                "negative_examples": [
+                  "画质模糊失真",
+                  "人物风格卡通化与写实要求不符"
+                ]
+              }
+            ],
+            "tools": ["豆包", "Seedance"],
+            "control_target": ["主体", "姿势", "场景", "画质", "身份一致性"],
+            "artifact_type": "静态图",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s2" },
+            "is_alternative_to": [],
+            "case_title": "3天涨万粉,用豆包一键生成美女热舞视频,附提示词合集~",
+            "case_url": "https://mp.weixin.qq.com/s?__biz=MzY4NTIxMzI0NQ==&idx=1&mid=2247484433&sn=dc8b700e23a84a385ab98fe84902f7fa"
+          },
+          {
+            "case_index": 6,
+            "fragment_id": "f_s1_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "文本",
+                "description": "场景与角色的生成指令",
+                "relation": "[来源.原始输入]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "图片",
+                "description": "场景参考图与角色设计图",
+                "relation": "[去向.s2I]"
+              }
+            ],
+            "in_modalities": ["文本"],
+            "in_config_modalities": [],
+            "out_modalities": ["图片"],
+            "modality_signature": "文本 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 12871,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/身份特征/角色设定",
+                "element": null,
+                "rationale": "故事角色设计直接对应人物的角色身份与设定。"
+              },
+              {
+                "category_id": 1615,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                "element": null,
+                "rationale": "故事中的角色承担叙事功能,符合叙事角色这一内容对象。"
+              },
+              {
+                "category_id": 20791,
+                "category_path": "/表象/视觉/画面/后期/情绪意境/场景氛围",
+                "element": null,
+                "rationale": "故事场景设定包含整体环境氛围,最接近场景氛围这一实质内容。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 337,
+                "category_path": "/架构/叙事/叙事组织/角色书写/角色塑造",
+                "element": null,
+                "rationale": "角色外貌与服装风格是在叙事中对人物形象进行塑造。"
+              },
+              {
+                "category_id": 1067,
+                "category_path": "/呈现/视觉/视觉画面/形象塑造/造型装扮",
+                "element": null,
+                "rationale": "角色的外貌与服装风格属于造型装扮层面的呈现方式。"
+              },
+              {
+                "category_id": 1457,
+                "category_path": "/架构/策略/情感调动/情感激发/情感渲染/氛围营造",
+                "element": null,
+                "rationale": "场景环境氛围对应通过环境与载体进行氛围营造的手法。"
+              }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/人物/个体/形象呈现/身份特征/角色设定",
+            "body": "先生成好故事发生的场景和主要角色设计图",
+            "effects": [
+              {
+                "statement": "实现场景与角色视觉形象的确立",
+                "criteria": "输出图片中场景环境特征清晰可辨,角色外貌、服装、风格具有明确视觉特征,可作为后续分镜生成的参考素材",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "场景图背景模糊无法辨认地点特征",
+                  "角色设计图人物特征不稳定,无法在后续步骤中保持一致性"
+                ]
+              }
+            ],
+            "tools": ["banana pro", "TapNow"],
+            "control_target": ["主体", "场景", "身份一致性"],
+            "artifact_type": "角色参考图",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s1" },
+            "is_alternative_to": [],
+            "case_title": "AI生成九宫格分镜生成小技巧",
+            "case_url": "https://www.xiaohongshu.com/explore/69ccfada000000002003ba98"
+          },
+          {
+            "case_index": 6,
+            "fragment_id": "f_s2_0",
+            "action": "生成",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "文本",
+                "description": "故事情节描述及镜头要求提示词(含特写数量、俯仰镜头等约束)",
+                "relation": "[来源.原始输入]"
+              },
+              {
+                "modality": "图片",
+                "description": "场景参考图与角色设计图",
+                "relation": "[来源.s1O]"
+              },
+              {
+                "modality": "参数",
+                "description": "画面质量参数(建议4k)",
+                "relation": "[来源.原始输入]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "图片",
+                "description": "九宫格或四宫格分镜合图",
+                "relation": "[去向.s3I]"
+              }
+            ],
+            "in_modalities": ["文本", "图片"],
+            "in_config_modalities": ["参数"],
+            "out_modalities": ["图片"],
+            "modality_signature": "文本+图片 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 3153,
+                "category_path": "/表象/视觉/实体/物品/影像物品/生活影像/影像素材",
+                "element": null,
+                "rationale": "故事情节分镜叙事落实为一组连续画面素材,最接近影像素材。"
+              },
+              {
+                "category_id": 1615,
+                "category_path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                "element": null,
+                "rationale": "多角色连续剧情包含多个承担叙事功能的角色。"
+              },
+              {
+                "category_id": 20911,
+                "category_path": "/表象/视觉/实体/物品/影像物品/生活影像/影像素材/拍摄视角",
+                "element": null,
+                "rationale": "特写镜头与俯仰镜头对应具体镜头视角素材特征。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 5852,
+                "category_path": "/架构/叙事/叙事组织/脉络铺排/结构编排/框架类型/分段叙事",
+                "element": null,
+                "rationale": "分镜叙事与多角色多场景连续剧情本质上是分段展开的叙事组织。"
+              },
+              {
+                "category_id": 6531,
+                "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/元素编排/排列节奏/阵列排列/网格矩阵",
+                "element": null,
+                "rationale": "九宫格或四宫格属于典型的网格矩阵式画面排版。"
+              },
+              {
+                "category_id": 365,
+                "category_path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/画质增强",
+                "element": null,
+                "rationale": "4k高清画质对应画面清晰度和质感提升的画质增强处理。"
+              }
+            ],
+            "suggest_apply_to": "/架构/叙事/叙事组织/脉络铺排/结构编排/框架类型/分镜叙事/连续剧情",
+            "body": "根据场景和人物描述一段故事情节,生成分镜图,九宫格四宫格都可以,看情节复杂程度,在提示词中强调必须包含的镜头画面(比如需要至少几张特写?特殊的俯仰拍镜头?),你并不一定需要每一张画面去描述内容,只要你的故事情节说清楚了,剩下的交给AI。分镜图内容一般较多,建议画面质量选择4k。",
+            "effects": [
+              {
+                "statement": "实现多格分镜叙事图的一次性生成",
+                "criteria": "输出为九宫格或四宫格排列的分镜合图,各格画面连贯呈现故事情节,提示词中指定的特殊镜头(特写、俯仰角)在对应格中出现",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "输出为单张图而非宫格排列",
+                  "各格画面之间角色外貌不一致",
+                  "提示词中要求的特写镜头未出现在任何格中"
+                ]
+              },
+              {
+                "statement": "实现4k画质的高清分镜输出",
+                "criteria": "输出图片分辨率达到4k级别,切分后单张图仍具备足够清晰度",
+                "judge_method": "rule",
+                "negative_examples": ["输出图片分辨率低于4k,切分后单张图模糊"]
+              }
+            ],
+            "tools": ["banana pro", "TapNow"],
+            "control_target": ["构图", "场景", "身份一致性", "画质"],
+            "artifact_type": "静态图",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s2" },
+            "is_alternative_to": [],
+            "case_title": "AI生成九宫格分镜生成小技巧",
+            "case_url": "https://www.xiaohongshu.com/explore/69ccfada000000002003ba98"
+          },
+          {
+            "case_index": 6,
+            "fragment_id": "f_s3_0",
+            "action": "提取",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "图片",
+                "description": "九宫格或四宫格分镜合图",
+                "relation": "[来源.s2O]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "图片",
+                "description": "单张切分后的分镜图(九宫格切分后约1k,四宫格切分后约2k)",
+                "relation": "[去向.s4I]"
+              }
+            ],
+            "in_modalities": ["图片"],
+            "in_config_modalities": [],
+            "out_modalities": ["图片"],
+            "modality_signature": "图片 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 3153,
+                "category_path": "/表象/视觉/实体/物品/影像物品/生活影像/影像素材",
+                "element": null,
+                "rationale": "分镜单帧画面独立化本质上是将单帧作为独立影像素材处理。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 1150,
+                "category_path": "/呈现/视觉/视觉制作/构图编排",
+                "element": null,
+                "rationale": "宫格切分后的单张尺寸规格属于版面与画面切分的构图编排问题。"
+              },
+              {
+                "category_id": 6531,
+                "category_path": "/呈现/视觉/视觉制作/构图编排/空间布局/元素编排/排列节奏/阵列排列/网格矩阵",
+                "element": null,
+                "rationale": "宫格切分这一前提直接落在网格矩阵式的组织方式上。"
+              }
+            ],
+            "suggest_apply_to": "/表象/视觉/实体/物品/影像物品/生活影像/影像素材/分镜单帧",
+            "body": "生成好分镜宫格图之后执行Tapnow的快速切分功能,每一张分镜图自动切分好并单独生成。4k的九宫格切分好后单张图是1k的,四宫格切分好后单张图是2k的。",
+            "effects": [
+              {
+                "statement": "实现宫格分镜图的自动切分为独立单张",
+                "criteria": "每个宫格单元被准确裁切为独立图片文件,画面内容与合图中对应格一致,无内容变形或莫名改变",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "切分后图片出现莫名的内容变化(如人物面部改变)",
+                  "切分边界不准确导致相邻格内容混入",
+                  "切分后图片数量与宫格数不符"
+                ]
+              }
+            ],
+            "tools": ["TapNow"],
+            "control_target": ["局部区域"],
+            "artifact_type": "静态图",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s3" },
+            "is_alternative_to": [],
+            "case_title": "AI生成九宫格分镜生成小技巧",
+            "case_url": "https://www.xiaohongshu.com/explore/69ccfada000000002003ba98"
+          },
+          {
+            "case_index": 6,
+            "fragment_id": "f_s4_0",
+            "action": "增强",
+            "action_mech": "",
+            "inputs": [
+              {
+                "modality": "图片",
+                "description": "切分后的单张分镜图",
+                "relation": "[来源.s3O]"
+              }
+            ],
+            "outputs": [
+              {
+                "modality": "图片",
+                "description": "画质增强后的单张分镜图",
+                "relation": "[去向.最终成品]"
+              }
+            ],
+            "in_modalities": ["图片"],
+            "in_config_modalities": [],
+            "out_modalities": ["图片"],
+            "modality_signature": "图片 → 图片",
+            "modality_signature_skipped": false,
+            "apply_shizhi": [
+              {
+                "category_id": 3153,
+                "category_path": "/表象/视觉/实体/物品/影像物品/生活影像/影像素材",
+                "element": null,
+                "rationale": "分镜单帧画面清晰化作用对象仍是具体单帧影像素材。"
+              },
+              {
+                "category_id": 19932,
+                "category_path": "/表象/视觉/画面/后期/材质质感/影像质感",
+                "element": null,
+                "rationale": "清晰化会直接改变画面的影像质感表现。"
+              }
+            ],
+            "apply_xingshi": [
+              {
+                "category_id": 365,
+                "category_path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/画质增强",
+                "element": null,
+                "rationale": "超分辨率画质增强直接对应画质增强这一后期处理方式。"
+              }
+            ],
+            "suggest_apply_to": "/呈现/视觉/视觉制作/后期处理/画质优化处理/超分增强",
+            "body": "如果有需求就再消耗积分去画质增加一下",
+            "effects": [
+              {
+                "statement": "实现单张切分图的画质提升",
+                "criteria": "增强后图片分辨率或清晰度明显高于输入图,细节纹理更丰富,无明显噪点或模糊",
+                "judge_method": "vlm",
+                "negative_examples": [
+                  "增强后图片与输入图视觉质量无明显差异",
+                  "增强后出现伪影或过度锐化"
+                ]
+              }
+            ],
+            "tools": ["TapNow"],
+            "control_target": ["画质"],
+            "artifact_type": "静态图",
+            "workflow_step_ref": { "workflow_id": null, "step_id": "s4" },
+            "is_alternative_to": [],
+            "case_title": "AI生成九宫格分镜生成小技巧",
+            "case_url": "https://www.xiaohongshu.com/explore/69ccfada000000002003ba98"
+          }
+        ],
+        "subtree": {
+          "shizhi": [
+            {
+              "name": "理念",
+              "path": "/理念",
+              "level": 1,
+              "stable_id": 39,
+              "description": "内容中涉及的抽象要素——方法、知识、观点、事件、趋势等概念性内容",
+              "is_real": true,
+              "is_hit": false,
+              "is_suggested": false,
+              "children": [
+                {
+                  "name": "现象",
+                  "path": "/理念/现象",
+                  "level": 2,
+                  "stable_id": 88,
+                  "description": "可观察的生活状态、社会趋势和规律性模式",
+                  "is_real": true,
+                  "is_hit": true,
+                  "is_suggested": false,
+                  "children": [
+                    {
+                      "name": "生活状态",
+                      "path": "/理念/现象/生活状态",
+                      "level": 3,
+                      "stable_id": 89,
+                      "description": "不同人生阶段和群体的生活现状与经历",
+                      "is_real": true,
+                      "is_hit": false,
+                      "is_suggested": false,
+                      "children": [
+                        {
+                          "name": "个人境遇",
+                          "path": "/理念/现象/生活状态/个人境遇",
+                          "level": 4,
+                          "stable_id": 128,
+                          "description": "个人的生活条件、物质状态、日常细节等具体生存状况",
+                          "is_real": true,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "children": [
+                            {
+                              "name": "生活状态",
+                              "path": "/理念/现象/生活状态/个人境遇/生活状态",
+                              "level": 5,
+                              "stable_id": 597,
+                              "description": "日常生活的整体状态、节奏和具体细节",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "生活品质",
+                                  "path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质",
+                                  "level": 6,
+                                  "stable_id": 1237,
+                                  "description": "物质条件、生活水平和生活方式相关的状态描述",
+                                  "is_real": true,
+                                  "is_hit": false,
+                                  "is_suggested": false,
+                                  "children": [
+                                    {
+                                      "name": "逆袭",
+                                      "path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/逆袭",
+                                      "level": 7,
+                                      "stable_id": 16671,
+                                      "description": "从不利境遇或社会底层通过努力实现反转、获得成功的过程与现象",
+                                      "is_real": true,
+                                      "is_hit": true,
+                                      "is_suggested": false,
+                                      "children": [
+                                        {
+                                          "name": "真假千金对决",
+                                          "path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/逆袭/真假千金对决",
+                                          "level": 8,
+                                          "stable_id": null,
+                                          "description": "",
+                                          "is_real": false,
+                                          "is_hit": false,
+                                          "is_suggested": true,
+                                          "is_inferred": true,
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "富贵生活",
+                                      "path": "/理念/现象/生活状态/个人境遇/生活状态/生活品质/富贵生活",
+                                      "level": 7,
+                                      "stable_id": 16731,
+                                      "description": "富裕阶层的日常生活状态,包括豪门、名流的居住环境与生活方式",
+                                      "is_real": true,
+                                      "is_hit": true,
+                                      "is_suggested": false,
+                                      "children": []
+                                    }
+                                  ]
+                                }
+                              ]
+                            }
+                          ]
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "事件",
+                  "path": "/理念/事件",
+                  "level": 2,
+                  "stable_id": 43,
+                  "description": "发生的事情,包括个人事件、公共事件、历史事件等",
+                  "is_real": true,
+                  "is_hit": false,
+                  "is_suggested": false,
+                  "children": [
+                    {
+                      "name": "社会事件",
+                      "path": "/理念/事件/社会事件",
+                      "level": 3,
+                      "stable_id": 23833,
+                      "description": "普通人经历、慈善公益、刑事案件等社会领域的事件",
+                      "is_real": true,
+                      "is_hit": false,
+                      "is_suggested": false,
+                      "children": [
+                        {
+                          "name": "人物故事",
+                          "path": "/理念/事件/社会事件/人物故事",
+                          "level": 4,
+                          "stable_id": 23853,
+                          "description": "普通人的生活经历、励志故事、婚恋故事等个人经历",
+                          "is_real": true,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "children": [
+                            {
+                              "name": "趣闻轶事",
+                              "path": "/理念/事件/社会事件/人物故事/趣闻轶事",
+                              "level": 5,
+                              "stable_id": 280,
+                              "description": "日常生活中有趣、幽默或意外的小事件和逸闻趣事",
+                              "is_real": true,
+                              "is_hit": true,
+                              "is_suggested": false,
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "知识",
+                  "path": "/理念/知识",
+                  "level": 2,
+                  "stable_id": 44,
+                  "description": "人类的认识和经验,包括概念、原理、理论等认知性内容",
+                  "is_real": true,
+                  "is_hit": false,
+                  "is_suggested": false,
+                  "children": [
+                    {
+                      "name": "思想",
+                      "path": "/理念/知识/思想",
+                      "level": 3,
+                      "stable_id": 227,
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+                          "is_real": true,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "children": [
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+                              "level": 5,
+                              "stable_id": 1608,
+                              "description": "描述事物发展变化、时间节奏等动态过程的概念术语",
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+                              "is_hit": true,
+                              "is_suggested": false,
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+                              "description": "描述思维活动、认知判断、推理论证等思辨性概念术语",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
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+                                  "is_suggested": false,
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+                              "path": "/理念/知识/思想/概念范畴/性质属性",
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+                              "description": "描述事物固有性质、特征、程度等属性的概念术语",
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+                              "is_hit": false,
+                              "is_suggested": false,
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+                                  "path": "/理念/知识/思想/概念范畴/性质属性/风格属性",
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+                                  "stable_id": 21851,
+                                  "description": "描述某种风格、表达方式或组织模式的特色属性,包括语言风格、生活风格及个性化定制等特征",
+                                  "is_real": true,
+                                  "is_hit": true,
+                                  "is_suggested": false,
+                                  "children": []
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+                  "path": "/理念/观念",
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+                  "description": "观点、意见、价值判断等抽象认知",
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+                      "description": "个人层面的观点、感悟、价值取向等主观认知",
+                      "is_real": true,
+                      "is_hit": false,
+                      "is_suggested": false,
+                      "children": [
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+                          "path": "/理念/观念/个人观念/情感认同",
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+                          "description": "爱国情怀、怀旧情结等深层情感认同",
+                          "is_real": true,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "children": [
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+                              "name": "人际情谊",
+                              "path": "/理念/观念/个人观念/情感认同/人际情谊",
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+                              "description": "同学、战友、亲情等人际关系中的情感联结",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "婚恋情感",
+                                  "path": "/理念/观念/个人观念/情感认同/人际情谊/婚恋情感",
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+                                  "is_suggested": false,
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+                                      "path": "/理念/观念/个人观念/情感认同/人际情谊/婚恋情感/都市豪门",
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+                                      "is_hit": false,
+                                      "is_suggested": true,
+                                      "is_inferred": true,
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "都市豪门短剧",
+                                      "path": "/理念/观念/个人观念/情感认同/人际情谊/婚恋情感/都市豪门短剧",
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+                                      "is_real": false,
+                                      "is_hit": false,
+                                      "is_suggested": true,
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+              "path": "/表象",
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+              "is_hit": false,
+              "is_suggested": false,
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+                  "description": "内容画面中可见的视觉要素,涵盖实体、场景、符号、行为及画面色彩风格等视觉特征",
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+                  "is_hit": false,
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+                      "is_hit": false,
+                      "is_suggested": false,
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+                          "path": "/表象/视觉/空间/空间场所",
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+                          "description": "具体的空间场所和环境",
+                          "is_real": true,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "children": [
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+                              "path": "/表象/视觉/空间/空间场所/生活场景",
+                              "level": 5,
+                              "stable_id": 262,
+                              "description": "日常生活、工作、学习、社交等与人活动相关的功能性空间场景",
+                              "is_real": true,
+                              "is_hit": true,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "居家空间",
+                                  "path": "/表象/视觉/空间/空间场所/生活场景/居家空间",
+                                  "level": 6,
+                                  "stable_id": 589,
+                                  "description": "家庭内部的各类功能房间和生活区域,如客厅、卧室、厨房、书房等",
+                                  "is_real": true,
+                                  "is_hit": false,
+                                  "is_suggested": false,
+                                  "children": [
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+                                      "name": "场景描述",
+                                      "path": "/表象/视觉/空间/空间场所/生活场景/居家空间/场景描述",
+                                      "level": 7,
+                                      "stable_id": 1281,
+                                      "description": "对居家空间的泛指性、抽象性描述,如日常生活场景、室内外空间属性等",
+                                      "is_real": true,
+                                      "is_hit": true,
+                                      "is_suggested": false,
+                                      "children": []
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "环境氛围",
+                                  "path": "/表象/视觉/空间/空间场所/生活场景/环境氛围",
+                                  "level": 6,
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+                                  "description": "",
+                                  "is_real": false,
+                                  "is_hit": false,
+                                  "is_suggested": true,
+                                  "is_inferred": true,
+                                  "children": []
+                                },
+                                {
+                                  "name": "场景氛围",
+                                  "path": "/表象/视觉/空间/空间场所/生活场景/场景氛围",
+                                  "level": 6,
+                                  "stable_id": null,
+                                  "description": "",
+                                  "is_real": false,
+                                  "is_hit": false,
+                                  "is_suggested": true,
+                                  "is_inferred": true,
+                                  "children": []
+                                }
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+                      "name": "实体",
+                      "path": "/表象/视觉/实体",
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+                      "description": "具体的对象或事物,包括人物、物品、生物、机构等",
+                      "is_real": true,
+                      "is_hit": false,
+                      "is_suggested": false,
+                      "children": [
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+                          "name": "人物",
+                          "path": "/表象/视觉/实体/人物",
+                          "level": 4,
+                          "stable_id": 48,
+                          "description": "人类个体或群体",
+                          "is_real": true,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "children": [
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+                              "name": "群体",
+                              "path": "/表象/视觉/实体/人物/群体",
+                              "level": 5,
+                              "stable_id": 53,
+                              "description": "由多个个体组成的人群集合",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "社会身份",
+                                  "path": "/表象/视觉/实体/人物/群体/社会身份",
+                                  "level": 6,
+                                  "stable_id": 966,
+                                  "description": "按职业角色、家庭结构、社会阶层等社会身份划分的群体",
+                                  "is_real": true,
+                                  "is_hit": false,
+                                  "is_suggested": false,
+                                  "children": [
+                                    {
+                                      "name": "家庭群体",
+                                      "path": "/表象/视觉/实体/人物/群体/社会身份/家庭群体",
+                                      "level": 7,
+                                      "stable_id": 311,
+                                      "description": "按家庭结构和成员关系定义的人群组合",
+                                      "is_real": true,
+                                      "is_hit": false,
+                                      "is_suggested": false,
+                                      "children": [
+                                        {
+                                          "name": "大家族",
+                                          "path": "/表象/视觉/实体/人物/群体/社会身份/家庭群体/大家族",
+                                          "level": 8,
+                                          "stable_id": 18514,
+                                          "description": "成员众多、规模庞大或多代同堂的家族群体",
+                                          "is_real": true,
+                                          "is_hit": true,
+                                          "is_suggested": false,
+                                          "children": []
+                                        }
+                                      ]
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+                                    {
+                                      "name": "豪门人物",
+                                      "path": "/表象/视觉/实体/人物/群体/社会身份/豪门人物",
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+                                      "description": "",
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+                                      "is_suggested": true,
+                                      "is_inferred": true,
+                                      "children": []
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+                              "path": "/表象/视觉/实体/人物/个体",
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+                              "description": "单个人物个体",
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+                              "is_hit": false,
+                              "is_suggested": false,
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+                                  "path": "/表象/视觉/实体/人物/个体/身份角色",
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+                                  "stable_id": 976,
+                                  "description": "按年龄、职业、社会关系等属性定义的人物类型",
+                                  "is_real": true,
+                                  "is_hit": true,
+                                  "is_suggested": false,
+                                  "children": []
+                                },
+                                {
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+                                  "path": "/表象/视觉/实体/人物/个体/形象呈现",
+                                  "level": 6,
+                                  "stable_id": 107,
+                                  "description": "人物的外貌、肖像、视觉形象特征",
+                                  "is_real": true,
+                                  "is_hit": false,
+                                  "is_suggested": false,
+                                  "children": [
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+                                      "name": "肖像类型",
+                                      "path": "/表象/视觉/实体/人物/个体/形象呈现/肖像类型",
+                                      "level": 7,
+                                      "stable_id": 753,
+                                      "description": "不同形式的人物肖像(照片、画像等)",
+                                      "is_real": true,
+                                      "is_hit": false,
+                                      "is_suggested": false,
+                                      "children": [
+                                        {
+                                          "name": "女性肖像",
+                                          "path": "/表象/视觉/实体/人物/个体/形象呈现/肖像类型/女性肖像",
+                                          "level": 8,
+                                          "stable_id": 21291,
+                                          "description": "以女性为主体的人物肖像,涵盖各类女性角色、年龄、风格的肖像图像",
+                                          "is_real": true,
+                                          "is_hit": true,
+                                          "is_suggested": false,
+                                          "children": []
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+                                      ]
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+                                    {
+                                      "name": "身体特征",
+                                      "path": "/表象/视觉/实体/人物/个体/形象呈现/身体特征",
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+                                      "stable_id": 754,
+                                      "description": "身体部位、姿态、状态等身体相关特征",
+                                      "is_real": true,
+                                      "is_hit": false,
+                                      "is_suggested": false,
+                                      "children": [
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+                                          "path": "/表象/视觉/实体/人物/个体/形象呈现/身体特征/身体部位",
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+                                          "description": "人体的各个部位及其特征",
+                                          "is_real": true,
+                                          "is_hit": false,
+                                          "is_suggested": false,
+                                          "children": [
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+                                              "name": "面部",
+                                              "path": "/表象/视觉/实体/人物/个体/形象呈现/身体特征/身体部位/面部",
+                                              "level": 9,
+                                              "stable_id": 7371,
+                                              "description": "人的面部区域,包括五官及面部表情状态",
+                                              "is_real": true,
+                                              "is_hit": true,
+                                              "is_suggested": false,
+                                              "children": []
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+                                          "level": 8,
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+                                          "description": "人物的姿态、动作及身体状态",
+                                          "is_real": true,
+                                          "is_hit": false,
+                                          "is_suggested": false,
+                                          "children": [
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+                                              "path": "/表象/视觉/实体/人物/个体/形象呈现/身体特征/姿态状态/动作姿势",
+                                              "level": 9,
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+                                              "description": "人物在各种情境下的具体肢体动作、身体姿势及整体体态呈现",
+                                              "is_real": true,
+                                              "is_hit": true,
+                                              "is_suggested": false,
+                                              "children": [
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+                                                  "path": "/表象/视觉/实体/人物/个体/形象呈现/身体特征/姿态状态/动作姿势/连续动作",
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+                                                  "description": "",
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+                                                  "is_hit": false,
+                                                  "is_suggested": true,
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+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "身份特征",
+                                      "path": "/表象/视觉/实体/人物/个体/形象呈现/身份特征",
+                                      "level": 7,
+                                      "stable_id": 755,
+                                      "description": "社会角色、职业身份等身份相关特征",
+                                      "is_real": true,
+                                      "is_hit": false,
+                                      "is_suggested": false,
+                                      "children": [
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+                                          "path": "/表象/视觉/实体/人物/个体/形象呈现/身份特征/角色设定",
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+                                          "description": "叙事内容中虚构或扮演性质的角色定义与人物关系描述",
+                                          "is_real": true,
+                                          "is_hit": true,
+                                          "is_suggested": true,
+                                          "children": [
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+                                              "path": "/表象/视觉/实体/人物/个体/形象呈现/身份特征/角色设定/港风少女",
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+                                      "path": "/表象/视觉/实体/人物/个体/形象呈现/人群特征",
+                                      "level": 7,
+                                      "stable_id": 756,
+                                      "description": "性别、年龄、群体等人群分类特征",
+                                      "is_real": true,
+                                      "is_hit": false,
+                                      "is_suggested": false,
+                                      "children": [
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+                                          "path": "/表象/视觉/实体/人物/个体/形象呈现/人群特征/女性形象",
+                                          "level": 8,
+                                          "stable_id": 7131,
+                                          "description": "各类女性人物的视觉形象,包括通称女性、美女、特定装扮或体型的女性形象",
+                                          "is_real": true,
+                                          "is_hit": true,
+                                          "is_suggested": false,
+                                          "children": []
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+                                      "path": "/表象/视觉/实体/人物/个体/形象呈现/虚拟形象",
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+                                      "stable_id": 757,
+                                      "description": "技术生成的虚拟人物形象",
+                                      "is_real": true,
+                                      "is_hit": true,
+                                      "is_suggested": false,
+                                      "children": [
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+                                          "name": "女性肖像",
+                                          "path": "/表象/视觉/实体/人物/个体/形象呈现/虚拟形象/女性肖像",
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+                                          "is_hit": false,
+                                          "is_suggested": false,
+                                          "is_inferred": true,
+                                          "children": [
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+                                              "path": "/表象/视觉/实体/人物/个体/形象呈现/虚拟形象/女性肖像/面部特写",
+                                              "level": 9,
+                                              "stable_id": null,
+                                              "description": "",
+                                              "is_real": false,
+                                              "is_hit": false,
+                                              "is_suggested": true,
+                                              "is_inferred": true,
+                                              "children": []
+                                            }
+                                          ]
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "整体形象",
+                                      "path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象",
+                                      "level": 7,
+                                      "stable_id": 758,
+                                      "description": "人物的整体面貌、主体呈现等综合形象",
+                                      "is_real": true,
+                                      "is_hit": false,
+                                      "is_suggested": false,
+                                      "children": [
+                                        {
+                                          "name": "造型装扮",
+                                          "path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/造型装扮",
+                                          "level": 8,
+                                          "stable_id": 1612,
+                                          "description": "人物的外在形象设计、服饰妆造和特定场景装扮",
+                                          "is_real": true,
+                                          "is_hit": false,
+                                          "is_suggested": false,
+                                          "children": [
+                                            {
+                                              "name": "风格造型",
+                                              "path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/造型装扮/风格造型",
+                                              "level": 9,
+                                              "stable_id": 15471,
+                                              "description": "具有特定文化、时代或场景风格的造型装扮,如中式、都市、军旅、民族等风格",
+                                              "is_real": true,
+                                              "is_hit": true,
+                                              "is_suggested": false,
+                                              "children": []
+                                            }
+                                          ]
+                                        },
+                                        {
+                                          "name": "叙事角色",
+                                          "path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色",
+                                          "level": 8,
+                                          "stable_id": 1615,
+                                          "description": "在故事或场景中承担特定功能的角色设定",
+                                          "is_real": true,
+                                          "is_hit": true,
+                                          "is_suggested": false,
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "短剧人物造型姿态",
+                                          "path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/短剧人物造型姿态",
+                                          "level": 8,
+                                          "stable_id": null,
+                                          "description": "",
+                                          "is_real": false,
+                                          "is_hit": false,
+                                          "is_suggested": true,
+                                          "is_inferred": true,
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "角色造型",
+                                          "path": "/表象/视觉/实体/人物/个体/形象呈现/整体形象/角色造型",
+                                          "level": 8,
+                                          "stable_id": null,
+                                          "description": "",
+                                          "is_real": false,
+                                          "is_hit": false,
+                                          "is_suggested": true,
+                                          "is_inferred": true,
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "叙事情境",
+                                      "path": "/表象/视觉/实体/人物/个体/形象呈现/叙事情境",
+                                      "level": 7,
+                                      "stable_id": null,
+                                      "description": "",
+                                      "is_real": false,
+                                      "is_hit": false,
+                                      "is_suggested": false,
+                                      "is_inferred": true,
+                                      "children": [
+                                        {
+                                          "name": "短剧人物场景",
+                                          "path": "/表象/视觉/实体/人物/个体/形象呈现/叙事情境/短剧人物场景",
+                                          "level": 8,
+                                          "stable_id": null,
+                                          "description": "",
+                                          "is_real": false,
+                                          "is_hit": false,
+                                          "is_suggested": true,
+                                          "is_inferred": true,
+                                          "children": []
+                                        }
+                                      ]
+                                    }
+                                  ]
+                                }
+                              ]
+                            }
+                          ]
+                        },
+                        {
+                          "name": "物品",
+                          "path": "/表象/视觉/实体/物品",
+                          "level": 4,
+                          "stable_id": 90,
+                          "description": "日常生活和创作中的各类有形物品与媒体内容载体,包括工具器材、日用器物、穿戴品及影像、出版物等媒体制品",
+                          "is_real": true,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "children": [
+                            {
+                              "name": "影像物品",
+                              "path": "/表象/视觉/实体/物品/影像物品",
+                              "level": 5,
+                              "stable_id": 119,
+                              "description": "动态和静态的视觉记录内容,包括照片、视频、纪录片等",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "生活影像",
+                                  "path": "/表象/视觉/实体/物品/影像物品/生活影像",
+                                  "level": 6,
+                                  "stable_id": 131,
+                                  "description": "记录日常生活、非正式场合的照片、合影、视频片段等影像内容",
+                                  "is_real": true,
+                                  "is_hit": false,
+                                  "is_suggested": false,
+                                  "children": [
+                                    {
+                                      "name": "影像素材",
+                                      "path": "/表象/视觉/实体/物品/影像物品/生活影像/影像素材",
+                                      "level": 7,
+                                      "stable_id": 3153,
+                                      "description": "用于视频制作、内容呈现的画面片段、视觉素材等",
+                                      "is_real": true,
+                                      "is_hit": true,
+                                      "is_suggested": false,
+                                      "children": [
+                                        {
+                                          "name": "拍摄视角",
+                                          "path": "/表象/视觉/实体/物品/影像物品/生活影像/影像素材/拍摄视角",
+                                          "level": 8,
+                                          "stable_id": 20911,
+                                          "description": "特写、航拍、全身镜面、画中画等以特定拍摄方式或构图形式呈现的镜头素材",
+                                          "is_real": true,
+                                          "is_hit": true,
+                                          "is_suggested": false,
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "分镜单帧",
+                                          "path": "/表象/视觉/实体/物品/影像物品/生活影像/影像素材/分镜单帧",
+                                          "level": 8,
+                                          "stable_id": null,
+                                          "description": "",
+                                          "is_real": false,
+                                          "is_hit": false,
+                                          "is_suggested": true,
+                                          "is_inferred": true,
+                                          "children": []
+                                        }
+                                      ]
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "影视作品",
+                                  "path": "/表象/视觉/实体/物品/影像物品/影视作品",
+                                  "level": 6,
+                                  "stable_id": 463,
+                                  "description": "电影、电视剧、纪录片等影视类作品,包括经典影视和时代作品",
+                                  "is_real": true,
+                                  "is_hit": true,
+                                  "is_suggested": false,
+                                  "children": [
+                                    {
+                                      "name": "短剧片段",
+                                      "path": "/表象/视觉/实体/物品/影像物品/影视作品/短剧片段",
+                                      "level": 7,
+                                      "stable_id": null,
+                                      "description": "",
+                                      "is_real": false,
+                                      "is_hit": false,
+                                      "is_suggested": true,
+                                      "is_inferred": true,
+                                      "children": []
+                                    }
+                                  ]
+                                }
+                              ]
+                            }
+                          ]
+                        },
+                        {
+                          "name": "动物",
+                          "path": "/表象/视觉/实体/动物",
+                          "level": 4,
+                          "stable_id": 100,
+                          "description": "各类动物生命体",
+                          "is_real": true,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "children": [
+                            {
+                              "name": "虚拟角色",
+                              "path": "/表象/视觉/实体/动物/虚拟角色",
+                              "level": 5,
+                              "stable_id": 244,
+                              "description": "3D渲染、卡通化等非真实动物的虚拟视觉形象",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "拟人卡通",
+                                  "path": "/表象/视觉/实体/动物/虚拟角色/拟人卡通",
+                                  "level": 6,
+                                  "stable_id": 10971,
+                                  "description": "以卡通化、拟人化手法呈现的虚拟动物角色,包括3D毛绒风格、二次元动画及游戏IP角色等",
+                                  "is_real": true,
+                                  "is_hit": true,
+                                  "is_suggested": false,
+                                  "children": [
+                                    {
+                                      "name": "橘猫角色",
+                                      "path": "/表象/视觉/实体/动物/虚拟角色/拟人卡通/橘猫角色",
+                                      "level": 7,
+                                      "stable_id": null,
+                                      "description": "",
+                                      "is_real": false,
+                                      "is_hit": false,
+                                      "is_suggested": true,
+                                      "is_inferred": true,
+                                      "children": []
+                                    }
+                                  ]
+                                }
+                              ]
+                            },
+                            {
+                              "name": "宠物",
+                              "path": "/表象/视觉/实体/动物/宠物",
+                              "level": 5,
+                              "stable_id": 243,
+                              "description": "家养宠物及内容中以宠物形态出现的动物角色",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "宠物猫",
+                                  "path": "/表象/视觉/实体/动物/宠物/宠物猫",
+                                  "level": 6,
+                                  "stable_id": 21651,
+                                  "description": "以猫为主体的宠物内容,包括各种品种、状态的宠物猫形象",
+                                  "is_real": true,
+                                  "is_hit": true,
+                                  "is_suggested": false,
+                                  "children": []
+                                }
+                              ]
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "画面",
+                      "path": "/表象/视觉/画面",
+                      "level": 3,
+                      "stable_id": 249,
+                      "description": "画面中的视觉创作骨架要素,包括色彩、构图、光影、镜头及后期处理等视觉呈现维度",
+                      "is_real": true,
+                      "is_hit": false,
+                      "is_suggested": false,
+                      "children": [
+                        {
+                          "name": "后期",
+                          "path": "/表象/视觉/画面/后期",
+                          "level": 4,
+                          "stable_id": 23236,
+                          "description": "画面的后期处理与整体视觉风格,包括美学风格、情绪氛围、材质质感、文化属性等综合视觉处理",
+                          "is_real": true,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "children": [
+                            {
+                              "name": "情绪意境",
+                              "path": "/表象/视觉/画面/后期/情绪意境",
+                              "level": 5,
+                              "stable_id": 736,
+                              "description": "画面传达的情感氛围和精神感受",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "场景氛围",
+                                  "path": "/表象/视觉/画面/后期/情绪意境/场景氛围",
+                                  "level": 6,
+                                  "stable_id": 20791,
+                                  "description": "特定环境或场所营造的整体氛围感受,包含环境氛围、视听氛围、文化氛围等",
+                                  "is_real": true,
+                                  "is_hit": true,
+                                  "is_suggested": false,
+                                  "children": []
+                                }
+                              ]
+                            },
+                            {
+                              "name": "材质质感",
+                              "path": "/表象/视觉/画面/后期/材质质感",
+                              "level": 5,
+                              "stable_id": 737,
+                              "description": "物体表面的触觉和视觉质地特征",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "影像质感",
+                                  "path": "/表象/视觉/画面/后期/材质质感/影像质感",
+                                  "level": 6,
+                                  "stable_id": 19932,
+                                  "description": "摄影或数字媒介产生的质感风格,包括胶片颗粒、柔焦、滤镜、AI质感等视觉效果",
+                                  "is_real": true,
+                                  "is_hit": true,
+                                  "is_suggested": false,
+                                  "children": []
+                                }
+                              ]
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "行为",
+                      "path": "/表象/视觉/行为",
+                      "level": 3,
+                      "stable_id": 94,
+                      "description": "人物的动作、表演、互动等活动要素",
+                      "is_real": true,
+                      "is_hit": false,
+                      "is_suggested": false,
+                      "children": [
+                        {
+                          "name": "人际互动",
+                          "path": "/表象/视觉/行为/人际互动",
+                          "level": 4,
+                          "stable_id": 109,
+                          "description": "对话、情感表达、情绪反应等人际间的日常交流行为",
+                          "is_real": true,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "children": [
+                            {
+                              "name": "关系行为",
+                              "path": "/表象/视觉/行为/人际互动/关系行为",
+                              "level": 5,
+                              "stable_id": 1416,
+                              "description": "基于特定关系类型的互动行为,包括正面的关系维护、正式的礼仪规范和负面的冲突对抗",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "冲突对抗",
+                                  "path": "/表象/视觉/行为/人际互动/关系行为/冲突对抗",
+                                  "level": 6,
+                                  "stable_id": 1194,
+                                  "description": "具有对抗性、戏剧性的冲突场景和行为",
+                                  "is_real": true,
+                                  "is_hit": true,
+                                  "is_suggested": false,
+                                  "children": [
+                                    {
+                                      "name": "猫少女短剧植入",
+                                      "path": "/表象/视觉/行为/人际互动/关系行为/冲突对抗/猫少女短剧植入",
+                                      "level": 7,
+                                      "stable_id": null,
+                                      "description": "",
+                                      "is_real": false,
+                                      "is_hit": false,
+                                      "is_suggested": true,
+                                      "is_inferred": true,
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "猫少女对峙",
+                                      "path": "/表象/视觉/行为/人际互动/关系行为/冲突对抗/猫少女对峙",
+                                      "level": 7,
+                                      "stable_id": null,
+                                      "description": "",
+                                      "is_real": false,
+                                      "is_hit": false,
+                                      "is_suggested": true,
+                                      "is_inferred": true,
+                                      "children": []
+                                    }
+                                  ]
+                                }
+                              ]
+                            },
+                            {
+                              "name": "反应回应",
+                              "path": "/表象/视觉/行为/人际互动/反应回应",
+                              "level": 5,
+                              "stable_id": 1193,
+                              "description": "面对刺激或情境时的情绪反馈和回应行为",
+                              "is_real": true,
+                              "is_hit": true,
+                              "is_suggested": false,
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "表演行为",
+                          "path": "/表象/视觉/行为/表演行为",
+                          "level": 4,
+                          "stable_id": 95,
+                          "description": "为观众呈现的动作展示和演出",
+                          "is_real": true,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "children": [
+                            {
+                              "name": "舞蹈",
+                              "path": "/表象/视觉/行为/表演行为/舞蹈",
+                              "level": 5,
+                              "stable_id": 1241,
+                              "description": "各类舞蹈形式、动作和表演",
+                              "is_real": true,
+                              "is_hit": true,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "女性热舞",
+                                  "path": "/表象/视觉/行为/表演行为/舞蹈/女性热舞",
+                                  "level": 6,
+                                  "stable_id": null,
+                                  "description": "",
+                                  "is_real": false,
+                                  "is_hit": false,
+                                  "is_suggested": false,
+                                  "is_inferred": true,
+                                  "children": [
+                                    {
+                                      "name": "短视频",
+                                      "path": "/表象/视觉/行为/表演行为/舞蹈/女性热舞/短视频",
+                                      "level": 7,
+                                      "stable_id": null,
+                                      "description": "",
+                                      "is_real": false,
+                                      "is_hit": false,
+                                      "is_suggested": true,
+                                      "is_inferred": true,
+                                      "children": []
+                                    }
+                                  ]
+                                }
+                              ]
+                            },
+                            {
+                              "name": "综艺表演",
+                              "path": "/表象/视觉/行为/表演行为/综艺表演",
+                              "level": 5,
+                              "stable_id": 118,
+                              "description": "搞笑、才艺展示等综合性娱乐演出",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "喜剧表演",
+                                  "path": "/表象/视觉/行为/表演行为/综艺表演/喜剧表演",
+                                  "level": 6,
+                                  "stable_id": 3011,
+                                  "description": "以幽默、滑稽为特征的综艺演出形式",
+                                  "is_real": true,
+                                  "is_hit": false,
+                                  "is_suggested": false,
+                                  "children": [
+                                    {
+                                      "name": "情景剧",
+                                      "path": "/表象/视觉/行为/表演行为/综艺表演/喜剧表演/情景剧",
+                                      "level": 7,
+                                      "stable_id": 3016,
+                                      "description": "以特定场景为基础的喜剧表演形式",
+                                      "is_real": true,
+                                      "is_hit": true,
+                                      "is_suggested": false,
+                                      "children": []
+                                    }
+                                  ]
+                                }
+                              ]
+                            }
+                          ]
+                        }
+                      ]
+                    }
+                  ]
+                }
+              ]
+            }
+          ],
+          "xingshi": [
+            {
+              "name": "架构",
+              "path": "/架构",
+              "level": 1,
+              "stable_id": 133,
+              "description": "内容中需要理解含义后才能识别的组织策略、逻辑结构和叙事手法",
+              "is_real": true,
+              "is_hit": false,
+              "is_suggested": true,
+              "children": [
+                {
+                  "name": "叙事",
+                  "path": "/架构/叙事",
+                  "level": 2,
+                  "stable_id": 139,
+                  "description": "叙事视角、叙事结构、剧情编排等叙述层面的组织策略",
+                  "is_real": true,
+                  "is_hit": true,
+                  "is_suggested": false,
+                  "children": [
+                    {
+                      "name": "叙事技法",
+                      "path": "/架构/叙事/叙事技法",
+                      "level": 3,
+                      "stable_id": 1030,
+                      "description": "叙事领域的核心技法集合,涵盖对照叙事、戏剧张力、情感叙事、风格化表达及叙事操作手法",
+                      "is_real": true,
+                      "is_hit": false,
+                      "is_suggested": false,
+                      "children": [
+                        {
+                          "name": "戏剧张力",
+                          "path": "/架构/叙事/叙事技法/戏剧张力",
+                          "level": 4,
+                          "stable_id": 185,
+                          "description": "通过冲突、反转、悬念等戏剧手法构建情节张力的策略",
+                          "is_real": true,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "children": [
+                            {
+                              "name": "反转",
+                              "path": "/架构/叙事/叙事技法/戏剧张力/反转",
+                              "level": 5,
+                              "stable_id": 24931,
+                              "description": "通过打破已建立的预期或认知产生意外效果的叙事手法,包括逻辑、情感、结局等维度的反转",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "结局反转",
+                                  "path": "/架构/叙事/叙事技法/戏剧张力/反转/结局反转",
+                                  "level": 6,
+                                  "stable_id": 4533,
+                                  "description": "在叙事结尾处产生意外转折的手法",
+                                  "is_real": true,
+                                  "is_hit": true,
+                                  "is_suggested": false,
+                                  "children": []
+                                },
+                                {
+                                  "name": "逻辑反转",
+                                  "path": "/架构/叙事/叙事技法/戏剧张力/反转/逻辑反转",
+                                  "level": 6,
+                                  "stable_id": 4531,
+                                  "description": "通过打破逻辑预期或认知常识产生反转效果的手法",
+                                  "is_real": true,
+                                  "is_hit": true,
+                                  "is_suggested": false,
+                                  "children": []
+                                },
+                                {
+                                  "name": "故事反转",
+                                  "path": "/架构/叙事/叙事技法/戏剧张力/反转/故事反转",
+                                  "level": 6,
+                                  "stable_id": null,
+                                  "description": "",
+                                  "is_real": false,
+                                  "is_hit": false,
+                                  "is_suggested": true,
+                                  "is_inferred": true,
+                                  "children": []
+                                }
+                              ]
+                            },
+                            {
+                              "name": "冲突",
+                              "path": "/架构/叙事/叙事技法/戏剧张力/冲突",
+                              "level": 5,
+                              "stable_id": 24914,
+                              "description": "通过对立双方的直接对抗与摩擦制造叙事张力的手法,包括行为、言语、价值、情节等层面的冲突",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "情节冲突",
+                                  "path": "/架构/叙事/叙事技法/戏剧张力/冲突/情节冲突",
+                                  "level": 6,
+                                  "stable_id": 4174,
+                                  "description": "在情节设计层面通过戏剧化、极端化等手法构建的冲突",
+                                  "is_real": true,
+                                  "is_hit": true,
+                                  "is_suggested": false,
+                                  "children": []
+                                }
+                              ]
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "叙事组织",
+                      "path": "/架构/叙事/叙事组织",
+                      "level": 3,
+                      "stable_id": 165,
+                      "description": "故事的结构安排、情节展开、视角选择等叙事组织",
+                      "is_real": true,
+                      "is_hit": false,
+                      "is_suggested": false,
+                      "children": [
+                        {
+                          "name": "脉络铺排",
+                          "path": "/架构/叙事/叙事组织/脉络铺排",
+                          "level": 4,
+                          "stable_id": 1029,
+                          "description": "故事的时间线索、结构框架与情节展开安排",
+                          "is_real": true,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "children": [
+                            {
+                              "name": "结构编排",
+                              "path": "/架构/叙事/叙事组织/脉络铺排/结构编排",
+                              "level": 5,
+                              "stable_id": 542,
+                              "description": "内容各部分的组织安排与框架设计",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "框架类型",
+                                  "path": "/架构/叙事/叙事组织/脉络铺排/结构编排/框架类型",
+                                  "level": 6,
+                                  "stable_id": 1438,
+                                  "description": "各种结构框架的类型与形式,包括通用框架概念和特定载体的结构形式",
+                                  "is_real": true,
+                                  "is_hit": false,
+                                  "is_suggested": false,
+                                  "children": [
+                                    {
+                                      "name": "分段叙事",
+                                      "path": "/架构/叙事/叙事组织/脉络铺排/结构编排/框架类型/分段叙事",
+                                      "level": 7,
+                                      "stable_id": 5852,
+                                      "description": "将内容切分为多个独立片段或板块的叙事组织形式,包括并列展开、顺序拼接、章节划分、递进分级等多种切分方式",
+                                      "is_real": true,
+                                      "is_hit": true,
+                                      "is_suggested": false,
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "分镜叙事",
+                                      "path": "/架构/叙事/叙事组织/脉络铺排/结构编排/框架类型/分镜叙事",
+                                      "level": 7,
+                                      "stable_id": null,
+                                      "description": "",
+                                      "is_real": false,
+                                      "is_hit": false,
+                                      "is_suggested": false,
+                                      "is_inferred": true,
+                                      "children": [
+                                        {
+                                          "name": "连续剧情",
+                                          "path": "/架构/叙事/叙事组织/脉络铺排/结构编排/框架类型/分镜叙事/连续剧情",
+                                          "level": 8,
+                                          "stable_id": null,
+                                          "description": "",
+                                          "is_real": false,
+                                          "is_hit": false,
+                                          "is_suggested": true,
+                                          "is_inferred": true,
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "分集短剧",
+                                      "path": "/架构/叙事/叙事组织/脉络铺排/结构编排/框架类型/分集短剧",
+                                      "level": 7,
+                                      "stable_id": null,
+                                      "description": "",
+                                      "is_real": false,
+                                      "is_hit": false,
+                                      "is_suggested": true,
+                                      "is_inferred": true,
+                                      "children": []
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "剧情节奏",
+                                  "path": "/架构/叙事/叙事组织/脉络铺排/结构编排/剧情节奏",
+                                  "level": 6,
+                                  "stable_id": null,
+                                  "description": "",
+                                  "is_real": false,
+                                  "is_hit": false,
+                                  "is_suggested": true,
+                                  "is_inferred": true,
+                                  "children": []
+                                }
+                              ]
+                            }
+                          ]
+                        },
+                        {
+                          "name": "角色书写",
+                          "path": "/架构/叙事/叙事组织/角色书写",
+                          "level": 4,
+                          "stable_id": 1028,
+                          "description": "围绕叙事主体的人物刻画与角色线索组织",
+                          "is_real": true,
+                          "is_hit": true,
+                          "is_suggested": false,
+                          "children": [
+                            {
+                              "name": "角色塑造",
+                              "path": "/架构/叙事/叙事组织/角色书写/角色塑造",
+                              "level": 5,
+                              "stable_id": 337,
+                              "description": "为叙事主体设定的人格特征、身份标签与形象定位",
+                              "is_real": true,
+                              "is_hit": true,
+                              "is_suggested": false,
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "短剧改编",
+                          "path": "/架构/叙事/叙事组织/短剧改编",
+                          "level": 4,
+                          "stable_id": null,
+                          "description": "",
+                          "is_real": false,
+                          "is_hit": false,
+                          "is_suggested": true,
+                          "is_inferred": true,
+                          "children": []
+                        },
+                        {
+                          "name": "完整故事",
+                          "path": "/架构/叙事/叙事组织/完整故事",
+                          "level": 4,
+                          "stable_id": null,
+                          "description": "",
+                          "is_real": false,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "is_inferred": true,
+                          "children": [
+                            {
+                              "name": "节奏转场",
+                              "path": "/架构/叙事/叙事组织/完整故事/节奏转场",
+                              "level": 5,
+                              "stable_id": null,
+                              "description": "",
+                              "is_real": false,
+                              "is_hit": false,
+                              "is_suggested": true,
+                              "is_inferred": true,
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "叙事演绎",
+                      "path": "/架构/叙事/叙事演绎",
+                      "level": 3,
+                      "stable_id": null,
+                      "description": "",
+                      "is_real": false,
+                      "is_hit": false,
+                      "is_suggested": false,
+                      "is_inferred": true,
+                      "children": [
+                        {
+                          "name": "角色场景剧情",
+                          "path": "/架构/叙事/叙事演绎/角色场景剧情",
+                          "level": 4,
+                          "stable_id": null,
+                          "description": "",
+                          "is_real": false,
+                          "is_hit": false,
+                          "is_suggested": true,
+                          "is_inferred": true,
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "逻辑",
+                  "path": "/架构/逻辑",
+                  "level": 2,
+                  "stable_id": 140,
+                  "description": "论证结构、信息编排、因果链条等逻辑层面的组织策略",
+                  "is_real": true,
+                  "is_hit": false,
+                  "is_suggested": false,
+                  "children": [
+                    {
+                      "name": "信息编排逻辑",
+                      "path": "/架构/逻辑/信息编排逻辑",
+                      "level": 3,
+                      "stable_id": 158,
+                      "description": "信息的组织、排列与论证结构",
+                      "is_real": true,
+                      "is_hit": false,
+                      "is_suggested": false,
+                      "children": [
+                        {
+                          "name": "条目列举",
+                          "path": "/架构/逻辑/信息编排逻辑/条目列举",
+                          "level": 4,
+                          "stable_id": 167,
+                          "description": "清单、排名、分段等将内容条目化排列的编排方式",
+                          "is_real": true,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "children": [
+                            {
+                              "name": "分段结构",
+                              "path": "/架构/逻辑/信息编排逻辑/条目列举/分段结构",
+                              "level": 5,
+                              "stable_id": 350,
+                              "description": "将内容按逻辑框架分段、分步、分模块组织的编排",
+                              "is_real": true,
+                              "is_hit": true,
+                              "is_suggested": false,
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "修辞",
+                  "path": "/架构/修辞",
+                  "level": 2,
+                  "stable_id": 141,
+                  "description": "修辞手法、语言风格、表达技巧等语言层面的策略",
+                  "is_real": true,
+                  "is_hit": false,
+                  "is_suggested": false,
+                  "children": [
+                    {
+                      "name": "修辞意象",
+                      "path": "/架构/修辞/修辞意象",
+                      "level": 3,
+                      "stable_id": 169,
+                      "description": "排比、具象化、意象、仪式化等辞格与意象运用",
+                      "is_real": true,
+                      "is_hit": false,
+                      "is_suggested": false,
+                      "children": [
+                        {
+                          "name": "句式辞格",
+                          "path": "/架构/修辞/修辞意象/句式辞格",
+                          "level": 4,
+                          "stable_id": 213,
+                          "description": "排比、反问、设问等通过特定句式结构产生修辞效果的格式运用",
+                          "is_real": true,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "children": [
+                            {
+                              "name": "韵律句式",
+                              "path": "/架构/修辞/修辞意象/句式辞格/韵律句式",
+                              "level": 5,
+                              "stable_id": 538,
+                              "description": "通过押韵、节奏等音韵特征增强记忆和传播效果的句式",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "节奏韵律",
+                                  "path": "/架构/修辞/修辞意象/句式辞格/韵律句式/节奏韵律",
+                                  "level": 6,
+                                  "stable_id": 2932,
+                                  "description": "通过节奏、韵律等音韵规律增强语言表达的和谐感",
+                                  "is_real": true,
+                                  "is_hit": true,
+                                  "is_suggested": false,
+                                  "children": []
+                                }
+                              ]
+                            }
+                          ]
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "创意",
+                  "path": "/架构/创意",
+                  "level": 2,
+                  "stable_id": 142,
+                  "description": "创意手法、反转、对比、错位等创造性表现策略",
+                  "is_real": true,
+                  "is_hit": false,
+                  "is_suggested": false,
+                  "children": [
+                    {
+                      "name": "创意表现",
+                      "path": "/架构/创意/创意表现",
+                      "level": 3,
+                      "stable_id": 1435,
+                      "description": "强调创意性和艺术化处理的审美风格",
+                      "is_real": true,
+                      "is_hit": true,
+                      "is_suggested": false,
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "策略",
+                  "path": "/架构/策略",
+                  "level": 2,
+                  "stable_id": 143,
+                  "description": "互动引导、情感调动、认知影响等功能性传播策略",
+                  "is_real": true,
+                  "is_hit": false,
+                  "is_suggested": false,
+                  "children": [
+                    {
+                      "name": "情感调动",
+                      "path": "/架构/策略/情感调动",
+                      "level": 3,
+                      "stable_id": 163,
+                      "description": "通过情感激发影响受众的策略",
+                      "is_real": true,
+                      "is_hit": false,
+                      "is_suggested": false,
+                      "children": [
+                        {
+                          "name": "情感激发",
+                          "path": "/架构/策略/情感调动/情感激发",
+                          "level": 4,
+                          "stable_id": 175,
+                          "description": "情感化表达、情感共鸣、怀旧等激发受众情感的策略",
+                          "is_real": true,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "children": [
+                            {
+                              "name": "情感渲染",
+                              "path": "/架构/策略/情感调动/情感激发/情感渲染",
+                              "level": 5,
+                              "stable_id": 209,
+                              "description": "通过情感化语言与氛围营造激发特定情绪的手法",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "氛围营造",
+                                  "path": "/架构/策略/情感调动/情感激发/情感渲染/氛围营造",
+                                  "level": 6,
+                                  "stable_id": 1457,
+                                  "description": "通过环境描写或特定载体渲染情感氛围的手法",
+                                  "is_real": true,
+                                  "is_hit": true,
+                                  "is_suggested": false,
+                                  "children": []
+                                }
+                              ]
+                            }
+                          ]
+                        }
+                      ]
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "呈现",
+              "path": "/呈现",
+              "level": 1,
+              "stable_id": 132,
+              "description": "内容中受众可直接感知的形式要素,如视觉、听觉、文字外观等",
+              "is_real": true,
+              "is_hit": false,
+              "is_suggested": false,
+              "children": [
+                {
+                  "name": "视觉",
+                  "path": "/呈现/视觉",
+                  "level": 2,
+                  "stable_id": 137,
+                  "description": "画面构图、色彩、光影、视觉风格等视觉层面的形式要素",
+                  "is_real": true,
+                  "is_hit": false,
+                  "is_suggested": false,
+                  "children": [
+                    {
+                      "name": "视觉画面",
+                      "path": "/呈现/视觉/视觉画面",
+                      "level": 3,
+                      "stable_id": 24312,
+                      "description": "画面中呈现的主体形象、符号元素等内容要素",
+                      "is_real": true,
+                      "is_hit": false,
+                      "is_suggested": false,
+                      "children": [
+                        {
+                          "name": "形象塑造",
+                          "path": "/呈现/视觉/视觉画面/形象塑造",
+                          "level": 4,
+                          "stable_id": 1054,
+                          "description": "人物、物体的外观呈现与形象表现",
+                          "is_real": true,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "children": [
+                            {
+                              "name": "造型装扮",
+                              "path": "/呈现/视觉/视觉画面/形象塑造/造型装扮",
+                              "level": 5,
+                              "stable_id": 1067,
+                              "description": "服饰穿搭、妆造处理与外观造型设计",
+                              "is_real": true,
+                              "is_hit": true,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "穿搭呈现",
+                                  "path": "/呈现/视觉/视觉画面/形象塑造/造型装扮/穿搭呈现",
+                                  "level": 6,
+                                  "stable_id": 1075,
+                                  "description": "服饰单品的搭配组合与整体穿着效果",
+                                  "is_real": true,
+                                  "is_hit": false,
+                                  "is_suggested": false,
+                                  "children": [
+                                    {
+                                      "name": "整体形象",
+                                      "path": "/呈现/视觉/视觉画面/形象塑造/造型装扮/穿搭呈现/整体形象",
+                                      "level": 7,
+                                      "stable_id": 403,
+                                      "description": "通过服饰穿着呈现的整体外观形象与造型效果",
+                                      "is_real": true,
+                                      "is_hit": true,
+                                      "is_suggested": false,
+                                      "children": []
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "创意造型",
+                                  "path": "/呈现/视觉/视觉画面/形象塑造/造型装扮/创意造型",
+                                  "level": 6,
+                                  "stable_id": 1076,
+                                  "description": "通过夸张、拟物等创意手法进行的非常规造型处理",
+                                  "is_real": true,
+                                  "is_hit": true,
+                                  "is_suggested": false,
+                                  "children": []
+                                }
+                              ]
+                            },
+                            {
+                              "name": "人物表现",
+                              "path": "/呈现/视觉/视觉画面/形象塑造/人物表现",
+                              "level": 5,
+                              "stable_id": 1066,
+                              "description": "人物的面部表情、肢体动作与行为表演",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "动作姿态",
+                                  "path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态",
+                                  "level": 6,
+                                  "stable_id": 386,
+                                  "description": "肢体动作、身体姿态、行为表演等身体层面的形象表现",
+                                  "is_real": true,
+                                  "is_hit": true,
+                                  "is_suggested": false,
+                                  "children": [
+                                    {
+                                      "name": "表演性动作",
+                                      "path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态/表演性动作",
+                                      "level": 7,
+                                      "stable_id": 1469,
+                                      "description": "为内容呈现而进行的表演性动作,包括夸张表演、舞蹈、角色演绎等",
+                                      "is_real": true,
+                                      "is_hit": false,
+                                      "is_suggested": false,
+                                      "children": [
+                                        {
+                                          "name": "姿态体位",
+                                          "path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态/表演性动作/姿态体位",
+                                          "level": 8,
+                                          "stable_id": 7672,
+                                          "description": "特定的身体姿势和体位呈现,如跪姿、蹲姿、站位等固定姿态",
+                                          "is_real": true,
+                                          "is_hit": true,
+                                          "is_suggested": false,
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "夸张表演",
+                                          "path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态/表演性动作/夸张表演",
+                                          "level": 8,
+                                          "stable_id": 1475,
+                                          "description": "夸张的表演动作,如夸张肢体动作、苦情化表演、搞笑行为等",
+                                          "is_real": true,
+                                          "is_hit": false,
+                                          "is_suggested": false,
+                                          "children": [
+                                            {
+                                              "name": "滑稽喜剧",
+                                              "path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态/表演性动作/夸张表演/滑稽喜剧",
+                                              "level": 9,
+                                              "stable_id": 5211,
+                                              "description": "以幽默搞笑为目的的夸张表演,如搞笑行为、滑稽演绎、小丑风格等",
+                                              "is_real": true,
+                                              "is_hit": true,
+                                              "is_suggested": false,
+                                              "children": []
+                                            }
+                                          ]
+                                        },
+                                        {
+                                          "name": "舞蹈表演",
+                                          "path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态/表演性动作/舞蹈表演",
+                                          "level": 8,
+                                          "stable_id": 1476,
+                                          "description": "舞蹈相关的表演动作,如舞蹈视频等",
+                                          "is_real": true,
+                                          "is_hit": true,
+                                          "is_suggested": false,
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "创意动作",
+                                      "path": "/呈现/视觉/视觉画面/形象塑造/人物表现/动作姿态/创意动作",
+                                      "level": 7,
+                                      "stable_id": 1473,
+                                      "description": "创意性的动作呈现,如嘴唇花等创意表现手法",
+                                      "is_real": true,
+                                      "is_hit": true,
+                                      "is_suggested": false,
+                                      "children": []
+                                    }
+                                  ]
+                                }
+                              ]
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "视觉制作",
+                      "path": "/呈现/视觉/视觉制作",
+                      "level": 3,
+                      "stable_id": 1152,
+                      "description": "影像的拍摄、素材获取、剪辑组接与后期加工",
+                      "is_real": true,
+                      "is_hit": false,
+                      "is_suggested": false,
+                      "children": [
+                        {
+                          "name": "素材来源",
+                          "path": "/呈现/视觉/视觉制作/素材来源",
+                          "level": 4,
+                          "stable_id": 1055,
+                          "description": "对既有影像、图片等素材的选取与引用",
+                          "is_real": true,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "children": [
+                            {
+                              "name": "影视素材",
+                              "path": "/呈现/视觉/视觉制作/素材来源/影视素材",
+                              "level": 5,
+                              "stable_id": 195,
+                              "description": "影视剧片段、演出片段等影视作品素材的截取与引用",
+                              "is_real": true,
+                              "is_hit": true,
+                              "is_suggested": false,
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "后期处理",
+                          "path": "/呈现/视觉/视觉制作/后期处理",
+                          "level": 4,
+                          "stable_id": 1052,
+                          "description": "对画面进行技术加工与视觉优化的后期手段",
+                          "is_real": true,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "children": [
+                            {
+                              "name": "画质优化处理",
+                              "path": "/呈现/视觉/视觉制作/后期处理/画质优化处理",
+                              "level": 5,
+                              "stable_id": 1062,
+                              "description": "提升画面清晰度、质感与视觉效果的技术处理",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "画质增强",
+                                  "path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/画质增强",
+                                  "level": 6,
+                                  "stable_id": 365,
+                                  "description": "画面清晰度提升与质感优化的技术处理",
+                                  "is_real": true,
+                                  "is_hit": true,
+                                  "is_suggested": false,
+                                  "children": []
+                                },
+                                {
+                                  "name": "光影质感",
+                                  "path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/光影质感",
+                                  "level": 6,
+                                  "stable_id": 333,
+                                  "description": "光影明暗、画面纹理与质感等视觉处理效果",
+                                  "is_real": true,
+                                  "is_hit": false,
+                                  "is_suggested": false,
+                                  "children": [
+                                    {
+                                      "name": "光影表现",
+                                      "path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/光影质感/光影表现",
+                                      "level": 7,
+                                      "stable_id": 1448,
+                                      "description": "光线与阴影的视觉呈现效果,包括明暗对比、光源特征和整体氛围",
+                                      "is_real": true,
+                                      "is_hit": false,
+                                      "is_suggested": false,
+                                      "children": [
+                                        {
+                                          "name": "光源特征",
+                                          "path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/光影质感/光影表现/光源特征",
+                                          "level": 8,
+                                          "stable_id": 1452,
+                                          "description": "光线的来源、方向、传播和散射等特征表现",
+                                          "is_real": true,
+                                          "is_hit": false,
+                                          "is_suggested": false,
+                                          "children": [
+                                            {
+                                              "name": "舞台光",
+                                              "path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/光影质感/光影表现/光源特征/舞台光",
+                                              "level": 9,
+                                              "stable_id": 19336,
+                                              "description": "模拟舞台效果的聚光灯、顶光与暗背景处理",
+                                              "is_real": true,
+                                              "is_hit": true,
+                                              "is_suggested": false,
+                                              "children": []
+                                            }
+                                          ]
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "材质纹理",
+                                      "path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/光影质感/材质纹理",
+                                      "level": 7,
+                                      "stable_id": 1449,
+                                      "description": "物体表面的质感、纹理和触觉特征的视觉呈现",
+                                      "is_real": true,
+                                      "is_hit": false,
+                                      "is_suggested": false,
+                                      "children": [
+                                        {
+                                          "name": "写实还原质感",
+                                          "path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/光影质感/材质纹理/写实还原质感",
+                                          "level": 8,
+                                          "stable_id": 7076,
+                                          "description": "追求极致写实精度的材质还原效果,强调对真实物体材质的高度模拟与精准呈现",
+                                          "is_real": true,
+                                          "is_hit": true,
+                                          "is_suggested": false,
+                                          "children": []
+                                        }
+                                      ]
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "超分增强",
+                                  "path": "/呈现/视觉/视觉制作/后期处理/画质优化处理/超分增强",
+                                  "level": 6,
+                                  "stable_id": null,
+                                  "description": "",
+                                  "is_real": false,
+                                  "is_hit": false,
+                                  "is_suggested": true,
+                                  "is_inferred": true,
+                                  "children": []
+                                }
+                              ]
+                            }
+                          ]
+                        },
+                        {
+                          "name": "剪辑组接",
+                          "path": "/呈现/视觉/视觉制作/剪辑组接",
+                          "level": 4,
+                          "stable_id": 1056,
+                          "description": "对影像素材进行剪辑、组合与重构的加工方式",
+                          "is_real": true,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "children": [
+                            {
+                              "name": "剪辑手法",
+                              "path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法",
+                              "level": 5,
+                              "stable_id": 1069,
+                              "description": "镜头切换、节奏控制等基本剪辑技术",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "节奏控制",
+                                  "path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制",
+                                  "level": 6,
+                                  "stable_id": 878,
+                                  "description": "通过剪辑频率、切换速度控制影像呈现节奏的手法",
+                                  "is_real": true,
+                                  "is_hit": true,
+                                  "is_suggested": false,
+                                  "children": [
+                                    {
+                                      "name": "快节奏处理",
+                                      "path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制/快节奏处理",
+                                      "level": 7,
+                                      "stable_id": 2231,
+                                      "description": "通过高频切换、快速剪辑加快影像节奏的手法",
+                                      "is_real": true,
+                                      "is_hit": true,
+                                      "is_suggested": false,
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "节奏概念",
+                                      "path": "/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制/节奏概念",
+                                      "level": 7,
+                                      "stable_id": 2251,
+                                      "description": "节奏相关的概念性描述和抽象表达",
+                                      "is_real": true,
+                                      "is_hit": true,
+                                      "is_suggested": false,
+                                      "children": []
+                                    }
+                                  ]
+                                }
+                              ]
+                            },
+                            {
+                              "name": "字幕编排",
+                              "path": "/呈现/视觉/视觉制作/剪辑组接/字幕编排",
+                              "level": 5,
+                              "stable_id": null,
+                              "description": "",
+                              "is_real": false,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "is_inferred": true,
+                              "children": [
+                                {
+                                  "name": "后置字幕",
+                                  "path": "/呈现/视觉/视觉制作/剪辑组接/字幕编排/后置字幕",
+                                  "level": 6,
+                                  "stable_id": null,
+                                  "description": "",
+                                  "is_real": false,
+                                  "is_hit": false,
+                                  "is_suggested": true,
+                                  "is_inferred": true,
+                                  "children": []
+                                }
+                              ]
+                            }
+                          ]
+                        },
+                        {
+                          "name": "实景拍摄",
+                          "path": "/呈现/视觉/视觉制作/实景拍摄",
+                          "level": 4,
+                          "stable_id": 1058,
+                          "description": "以真实场景、人物、物品为对象的实拍取材",
+                          "is_real": true,
+                          "is_hit": true,
+                          "is_suggested": false,
+                          "children": [
+                            {
+                              "name": "拍摄取景",
+                              "path": "/呈现/视觉/视觉制作/实景拍摄/拍摄取景",
+                              "level": 5,
+                              "stable_id": 25451,
+                              "description": "",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "场景取景",
+                                  "path": "/呈现/视觉/视觉制作/实景拍摄/拍摄取景/场景取景",
+                                  "level": 6,
+                                  "stable_id": 431,
+                                  "description": "以真实地理环境或生活场景为对象的实景取材与场景记录",
+                                  "is_real": true,
+                                  "is_hit": true,
+                                  "is_suggested": false,
+                                  "children": []
+                                }
+                              ]
+                            },
+                            {
+                              "name": "拍摄方式",
+                              "path": "/呈现/视觉/视觉制作/实景拍摄/拍摄方式",
+                              "level": 5,
+                              "stable_id": 1074,
+                              "description": "即时抓拍、预设拍摄等不同的拍摄执行方式",
+                              "is_real": true,
+                              "is_hit": true,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "即时捕捉",
+                                  "path": "/呈现/视觉/视觉制作/实景拍摄/拍摄方式/即时捕捉",
+                                  "level": 6,
+                                  "stable_id": 433,
+                                  "description": "抓拍、随拍、动态捕捉等非预设的即时性拍摄手法",
+                                  "is_real": true,
+                                  "is_hit": false,
+                                  "is_suggested": false,
+                                  "children": [
+                                    {
+                                      "name": "动态捕捉",
+                                      "path": "/呈现/视觉/视觉制作/实景拍摄/拍摄方式/即时捕捉/动态捕捉",
+                                      "level": 7,
+                                      "stable_id": 19311,
+                                      "description": "在运动过程中捕捉动态瞬间的拍摄手法,包括动作捕捉、动态抓拍、连续动态等",
+                                      "is_real": true,
+                                      "is_hit": true,
+                                      "is_suggested": false,
+                                      "children": []
+                                    }
+                                  ]
+                                }
+                              ]
+                            }
+                          ]
+                        },
+                        {
+                          "name": "构图编排",
+                          "path": "/呈现/视觉/视觉制作/构图编排",
+                          "level": 4,
+                          "stable_id": 1150,
+                          "description": "画面的空间组织与版面布局设计",
+                          "is_real": true,
+                          "is_hit": true,
+                          "is_suggested": false,
+                          "children": [
+                            {
+                              "name": "版面设计",
+                              "path": "/呈现/视觉/视觉制作/构图编排/版面设计",
+                              "level": 5,
+                              "stable_id": 1053,
+                              "description": "文字、图形在版面上的排版布局与视觉组织",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "图文关系",
+                                  "path": "/呈现/视觉/视觉制作/构图编排/版面设计/图文关系",
+                                  "level": 6,
+                                  "stable_id": 1064,
+                                  "description": "图片与文字的空间编排与语义配合",
+                                  "is_real": true,
+                                  "is_hit": false,
+                                  "is_suggested": false,
+                                  "children": [
+                                    {
+                                      "name": "图文编排",
+                                      "path": "/呈现/视觉/视觉制作/构图编排/版面设计/图文关系/图文编排",
+                                      "level": 7,
+                                      "stable_id": 399,
+                                      "description": "图片与文字在版面上的空间组织与布局方式",
+                                      "is_real": true,
+                                      "is_hit": false,
+                                      "is_suggested": false,
+                                      "children": [
+                                        {
+                                          "name": "配图选择",
+                                          "path": "/呈现/视觉/视觉制作/构图编排/版面设计/图文关系/图文编排/配图选择",
+                                          "level": 8,
+                                          "stable_id": 20033,
+                                          "description": "为文字内容选配图片的方式与策略",
+                                          "is_real": true,
+                                          "is_hit": true,
+                                          "is_suggested": false,
+                                          "children": []
+                                        }
+                                      ]
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "版面结构",
+                                  "path": "/呈现/视觉/视觉制作/构图编排/版面设计/版面结构",
+                                  "level": 6,
+                                  "stable_id": 334,
+                                  "description": "页面整体的版式骨架与空间分割方式",
+                                  "is_real": true,
+                                  "is_hit": false,
+                                  "is_suggested": false,
+                                  "children": [
+                                    {
+                                      "name": "载体类型",
+                                      "path": "/呈现/视觉/视觉制作/构图编排/版面设计/版面结构/载体类型",
+                                      "level": 7,
+                                      "stable_id": 1431,
+                                      "description": "信息呈现的载体形式",
+                                      "is_real": true,
+                                      "is_hit": false,
+                                      "is_suggested": false,
+                                      "children": [
+                                        {
+                                          "name": "视频载体",
+                                          "path": "/呈现/视觉/视觉制作/构图编排/版面设计/版面结构/载体类型/视频载体",
+                                          "level": 8,
+                                          "stable_id": 2851,
+                                          "description": "以动态影像为核心的信息呈现载体",
+                                          "is_real": true,
+                                          "is_hit": true,
+                                          "is_suggested": false,
+                                          "children": []
+                                        }
+                                      ]
+                                    }
+                                  ]
+                                }
+                              ]
+                            },
+                            {
+                              "name": "空间布局",
+                              "path": "/呈现/视觉/视觉制作/构图编排/空间布局",
+                              "level": 5,
+                              "stable_id": 1050,
+                              "description": "画面中元素的空间组织、构图方式与视觉编排",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "构图方式",
+                                  "path": "/呈现/视觉/视觉制作/构图编排/空间布局/构图方式",
+                                  "level": 6,
+                                  "stable_id": 1059,
+                                  "description": "画面框架的几何结构与空间分割方式",
+                                  "is_real": true,
+                                  "is_hit": false,
+                                  "is_suggested": false,
+                                  "children": [
+                                    {
+                                      "name": "人物布局",
+                                      "path": "/呈现/视觉/视觉制作/构图编排/空间布局/构图方式/人物布局",
+                                      "level": 7,
+                                      "stable_id": 1814,
+                                      "description": "以人物为主体的画面组织方式",
+                                      "is_real": true,
+                                      "is_hit": true,
+                                      "is_suggested": false,
+                                      "children": [
+                                        {
+                                          "name": "人物姿态",
+                                          "path": "/呈现/视觉/视觉制作/构图编排/空间布局/构图方式/人物布局/人物姿态",
+                                          "level": 8,
+                                          "stable_id": 19152,
+                                          "description": "以人物整体肢体姿态为主要构图特征,包括坐姿、站立、动态及多姿态组合构图",
+                                          "is_real": true,
+                                          "is_hit": true,
+                                          "is_suggested": false,
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "动态叙事",
+                                      "path": "/呈现/视觉/视觉制作/构图编排/空间布局/构图方式/动态叙事",
+                                      "level": 7,
+                                      "stable_id": 1816,
+                                      "description": "具有运动感或故事引导性的构图方式",
+                                      "is_real": true,
+                                      "is_hit": true,
+                                      "is_suggested": false,
+                                      "children": []
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "元素编排",
+                                  "path": "/呈现/视觉/视觉制作/构图编排/空间布局/元素编排",
+                                  "level": 6,
+                                  "stable_id": 1060,
+                                  "description": "画面中多个元素的排列组织与空间关系处理",
+                                  "is_real": true,
+                                  "is_hit": false,
+                                  "is_suggested": false,
+                                  "children": [
+                                    {
+                                      "name": "组合关系",
+                                      "path": "/呈现/视觉/视觉制作/构图编排/空间布局/元素编排/组合关系",
+                                      "level": 7,
+                                      "stable_id": 426,
+                                      "description": "多个元素之间的并置、联动与关联方式",
+                                      "is_real": true,
+                                      "is_hit": false,
+                                      "is_suggested": false,
+                                      "children": [
+                                        {
+                                          "name": "并列叠加",
+                                          "path": "/呈现/视觉/视觉制作/构图编排/空间布局/元素编排/组合关系/并列叠加",
+                                          "level": 8,
+                                          "stable_id": 20332,
+                                          "description": "将多个视觉元素并列摆放或叠加组合的通用呈现方式",
+                                          "is_real": true,
+                                          "is_hit": true,
+                                          "is_suggested": false,
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "排列节奏",
+                                      "path": "/呈现/视觉/视觉制作/构图编排/空间布局/元素编排/排列节奏",
+                                      "level": 7,
+                                      "stable_id": 424,
+                                      "description": "元素在画面中按特定模式或规律进行有序排列的编排方式",
+                                      "is_real": true,
+                                      "is_hit": false,
+                                      "is_suggested": false,
+                                      "children": [
+                                        {
+                                          "name": "阵列排列",
+                                          "path": "/呈现/视觉/视觉制作/构图编排/空间布局/元素编排/排列节奏/阵列排列",
+                                          "level": 8,
+                                          "stable_id": 2291,
+                                          "description": "元素按行列、网格或几何规律整齐排列的组织方式",
+                                          "is_real": true,
+                                          "is_hit": false,
+                                          "is_suggested": false,
+                                          "children": [
+                                            {
+                                              "name": "网格矩阵",
+                                              "path": "/呈现/视觉/视觉制作/构图编排/空间布局/元素编排/排列节奏/阵列排列/网格矩阵",
+                                              "level": 9,
+                                              "stable_id": 6531,
+                                              "description": "元素按网格、矩阵、点阵等规则几何形式排列的组织方式",
+                                              "is_real": true,
+                                              "is_hit": true,
+                                              "is_suggested": false,
+                                              "children": []
+                                            }
+                                          ]
+                                        }
+                                      ]
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "景别角度",
+                                  "path": "/呈现/视觉/视觉制作/构图编排/空间布局/景别角度",
+                                  "level": 6,
+                                  "stable_id": 1061,
+                                  "description": "拍摄距离、角度与视距的选择",
+                                  "is_real": true,
+                                  "is_hit": false,
+                                  "is_suggested": false,
+                                  "children": [
+                                    {
+                                      "name": "特写近景",
+                                      "path": "/呈现/视觉/视觉制作/构图编排/空间布局/景别角度/特写近景",
+                                      "level": 7,
+                                      "stable_id": 352,
+                                      "description": "近距离放大呈现局部细节与人物的景别选择",
+                                      "is_real": true,
+                                      "is_hit": false,
+                                      "is_suggested": false,
+                                      "children": [
+                                        {
+                                          "name": "通用技法",
+                                          "path": "/呈现/视觉/视觉制作/构图编排/空间布局/景别角度/特写近景/通用技法",
+                                          "level": 8,
+                                          "stable_id": 2033,
+                                          "description": "不限定拍摄对象的通用特写拍摄技法和术语",
+                                          "is_real": true,
+                                          "is_hit": false,
+                                          "is_suggested": false,
+                                          "children": [
+                                            {
+                                              "name": "极致特写",
+                                              "path": "/呈现/视觉/视觉制作/构图编排/空间布局/景别角度/特写近景/通用技法/极致特写",
+                                              "level": 9,
+                                              "stable_id": 7713,
+                                              "description": "通过极端距离、高频次或视觉压迫等方式强化特写效果的拍摄风格",
+                                              "is_real": true,
+                                              "is_hit": true,
+                                              "is_suggested": false,
+                                              "children": []
+                                            }
+                                          ]
+                                        }
+                                      ]
+                                    }
+                                  ]
+                                }
+                              ]
+                            }
+                          ]
+                        },
+                        {
+                          "name": "分镜设计",
+                          "path": "/呈现/视觉/视觉制作/分镜设计",
+                          "level": 4,
+                          "stable_id": null,
+                          "description": "",
+                          "is_real": false,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "is_inferred": true,
+                          "children": [
+                            {
+                              "name": "人物调度",
+                              "path": "/呈现/视觉/视觉制作/分镜设计/人物调度",
+                              "level": 5,
+                              "stable_id": null,
+                              "description": "",
+                              "is_real": false,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "is_inferred": true,
+                              "children": [
+                                {
+                                  "name": "场景分镜",
+                                  "path": "/呈现/视觉/视觉制作/分镜设计/人物调度/场景分镜",
+                                  "level": 6,
+                                  "stable_id": null,
+                                  "description": "",
+                                  "is_real": false,
+                                  "is_hit": false,
+                                  "is_suggested": true,
+                                  "is_inferred": true,
+                                  "children": []
+                                }
+                              ]
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "视觉风格",
+                      "path": "/呈现/视觉/视觉风格",
+                      "level": 3,
+                      "stable_id": 1057,
+                      "description": "画面的整体美学风格与视觉气质",
+                      "is_real": true,
+                      "is_hit": false,
+                      "is_suggested": false,
+                      "children": [
+                        {
+                          "name": "视觉艺术风格",
+                          "path": "/呈现/视觉/视觉风格/视觉艺术风格",
+                          "level": 4,
+                          "stable_id": 1071,
+                          "description": "源自特定艺术流派或审美取向的风格化处理",
+                          "is_real": true,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "children": [
+                            {
+                              "name": "影视风格",
+                              "path": "/呈现/视觉/视觉风格/视觉艺术风格/影视风格",
+                              "level": 5,
+                              "stable_id": 1991,
+                              "description": "模拟电影、综艺、舞台剧等影视节目的视觉呈现风格",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "电影风格",
+                                  "path": "/呈现/视觉/视觉风格/视觉艺术风格/影视风格/电影风格",
+                                  "level": 6,
+                                  "stable_id": 1999,
+                                  "description": "模拟电影的艺术表现手法和质感",
+                                  "is_real": true,
+                                  "is_hit": true,
+                                  "is_suggested": false,
+                                  "children": []
+                                }
+                              ]
+                            },
+                            {
+                              "name": "现代气质",
+                              "path": "/呈现/视觉/视觉风格/视觉艺术风格/现代气质",
+                              "level": 5,
+                              "stable_id": 24754,
+                              "description": "以抽象概念或气质特征定义的现代审美风格,包括时尚现代、精致高端、文艺意境、经典气质、力量硬朗、科技未来等",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "时尚现代",
+                                  "path": "/呈现/视觉/视觉风格/视觉艺术风格/现代气质/时尚现代",
+                                  "level": 6,
+                                  "stable_id": 20113,
+                                  "description": "符合当代流行趋势、都市感、现代感的审美取向",
+                                  "is_real": true,
+                                  "is_hit": true,
+                                  "is_suggested": false,
+                                  "children": []
+                                }
+                              ]
+                            }
+                          ]
+                        },
+                        {
+                          "name": "视觉氛围风格",
+                          "path": "/呈现/视觉/视觉风格/视觉氛围风格",
+                          "level": 4,
+                          "stable_id": 1072,
+                          "description": "画面传达的情绪氛围与感受基调",
+                          "is_real": true,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "children": [
+                            {
+                              "name": "怀旧复古",
+                              "path": "/呈现/视觉/视觉风格/视觉氛围风格/怀旧复古",
+                              "level": 5,
+                              "stable_id": 204,
+                              "description": "具有年代感、复古气息、黑白影像质感的视觉氛围",
+                              "is_real": true,
+                              "is_hit": true,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "技术呈现",
+                                  "path": "/呈现/视觉/视觉风格/视觉氛围风格/怀旧复古/技术呈现",
+                                  "level": 6,
+                                  "stable_id": 3452,
+                                  "description": "通过色调、滤镜、胶片质感等技术手段实现的怀旧视觉效果",
+                                  "is_real": true,
+                                  "is_hit": false,
+                                  "is_suggested": false,
+                                  "children": [
+                                    {
+                                      "name": "复古色调",
+                                      "path": "/呈现/视觉/视觉风格/视觉氛围风格/怀旧复古/技术呈现/复古色调",
+                                      "level": 7,
+                                      "stable_id": 20051,
+                                      "description": "通用的复古色调与滤镜处理,包括整体偏暗、偏黄或偏红的年代感色彩风格,不特指胶片介质",
+                                      "is_real": true,
+                                      "is_hit": true,
+                                      "is_suggested": false,
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "老照片风格",
+                                      "path": "/呈现/视觉/视觉风格/视觉氛围风格/怀旧复古/技术呈现/老照片风格",
+                                      "level": 7,
+                                      "stable_id": 20056,
+                                      "description": "模拟旧时代照片或早期影像的整体视觉风格,包括褪色、斑驳、老旧感的影像效果",
+                                      "is_real": true,
+                                      "is_hit": true,
+                                      "is_suggested": false,
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "胶片色调",
+                                      "path": "/呈现/视觉/视觉风格/视觉氛围风格/怀旧复古/技术呈现/胶片色调",
+                                      "level": 7,
+                                      "stable_id": 20052,
+                                      "description": "模拟胶片摄影的色调与滤镜效果,包括低饱和度、泛黄、怀旧感的胶片色彩呈现",
+                                      "is_real": true,
+                                      "is_hit": true,
+                                      "is_suggested": false,
+                                      "children": []
+                                    }
+                                  ]
+                                }
+                              ]
+                            }
+                          ]
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "听觉",
+                  "path": "/呈现/听觉",
+                  "level": 2,
+                  "stable_id": 138,
+                  "description": "音乐、音效、语音、旁白等听觉层面的形式要素",
+                  "is_real": true,
+                  "is_hit": false,
+                  "is_suggested": false,
+                  "children": [
+                    {
+                      "name": "配乐",
+                      "path": "/呈现/听觉/配乐",
+                      "level": 3,
+                      "stable_id": 179,
+                      "description": "视频中烘托氛围、传递情感的背景音乐",
+                      "is_real": true,
+                      "is_hit": false,
+                      "is_suggested": false,
+                      "children": [
+                        {
+                          "name": "节奏特征",
+                          "path": "/呈现/听觉/配乐/节奏特征",
+                          "level": 4,
+                          "stable_id": 1953,
+                          "description": "按节奏律动特征描述的配乐风格,如欢快、强节奏、动感等",
+                          "is_real": true,
+                          "is_hit": true,
+                          "is_suggested": false,
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "语音",
+                      "path": "/呈现/听觉/语音",
+                      "level": 3,
+                      "stable_id": 25251,
+                      "description": "",
+                      "is_real": true,
+                      "is_hit": false,
+                      "is_suggested": false,
+                      "children": [
+                        {
+                          "name": "表达形式",
+                          "path": "/呈现/听觉/语音/表达形式",
+                          "level": 4,
+                          "stable_id": 149,
+                          "description": "口头解说、旁白、配音等语音层面的呈现",
+                          "is_real": true,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "children": [
+                            {
+                              "name": "风格化解说",
+                              "path": "/呈现/听觉/语音/表达形式/风格化解说",
+                              "level": 5,
+                              "stable_id": 219,
+                              "description": "纪实性、演讲式、互动式等具有特定风格或功能特征的解说方式",
+                              "is_real": true,
+                              "is_hit": false,
+                              "is_suggested": false,
+                              "children": [
+                                {
+                                  "name": "叙事手法",
+                                  "path": "/呈现/听觉/语音/表达形式/风格化解说/叙事手法",
+                                  "level": 6,
+                                  "stable_id": 2012,
+                                  "description": "通过特定叙事方式进行解说,如纪实性、故事性等",
+                                  "is_real": true,
+                                  "is_hit": true,
+                                  "is_suggested": false,
+                                  "children": []
+                                }
+                              ]
+                            }
+                          ]
+                        },
+                        {
+                          "name": "角色塑造",
+                          "path": "/呈现/听觉/语音/角色塑造",
+                          "level": 4,
+                          "stable_id": null,
+                          "description": "",
+                          "is_real": false,
+                          "is_hit": false,
+                          "is_suggested": false,
+                          "is_inferred": true,
+                          "children": [
+                            {
+                              "name": "角色音色",
+                              "path": "/呈现/听觉/语音/角色塑造/角色音色",
+                              "level": 5,
+                              "stable_id": null,
+                              "description": "",
+                              "is_real": false,
+                              "is_hit": false,
+                              "is_suggested": true,
+                              "is_inferred": true,
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        },
+        "actions": [
+          {
+            "verb": "提取",
+            "count": 2,
+            "definition": "从已有素材中抽取关键信息(提示词反推、关键帧提取等)"
+          },
+          {
+            "verb": "生成",
+            "count": 25,
+            "definition": "根据指令或参考产出新内容"
+          },
+          {
+            "verb": "筛选",
+            "count": 1,
+            "definition": "从候选中挑选或按条件过滤"
+          },
+          {
+            "verb": "剪辑",
+            "count": 2,
+            "definition": "视频片段切分、组合、节奏调整"
+          },
+          {
+            "verb": "扩展",
+            "count": 1,
+            "definition": "基于已有内容扩写、衍生"
+          },
+          {
+            "verb": "改写",
+            "count": 2,
+            "definition": "在保留主旨的前提下重写或修订文本"
+          },
+          {
+            "verb": "增强",
+            "count": 1,
+            "definition": "对图像或视频做清晰化、超分等质量提升"
+          }
+        ],
+        "modalities": [
+          { "sig": "文本 → 图片", "count": 11 },
+          { "sig": "文本 → 文本", "count": 9 },
+          { "sig": "图片+文本 → 视频", "count": 4 },
+          { "sig": "图片 → 图片", "count": 3 },
+          { "sig": "视频 → 视频", "count": 2 },
+          { "sig": "视频+文本 → 文本", "count": 1 },
+          { "sig": "图片+文本 → 图片", "count": 1 },
+          { "sig": "音频 → 音频", "count": 1 },
+          { "sig": "文本+图片 → 视频", "count": 1 },
+          { "sig": "文本+图片 → 图片", "count": 1 }
+        ],
+        "stats": {
+          "cases": 6,
+          "fragments": 34,
+          "fragments_skipped": 3,
+          "actions": 7,
+          "shizhi_nodes": 1
+        },
+        "itemsets": [
+          {
+            "items": ["/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色"],
+            "size": 1,
+            "support": 14,
+            "fragments": [
+              "1:f_s1_0",
+              "1:f_s2_0",
+              "1:f_s3_0",
+              "2:f_s2_1",
+              "2:f_s3_1",
+              "2:f_s3_2",
+              "2:f_s3_3",
+              "2:f_s4_0",
+              "3:f_s2_2",
+              "3:f_s3_0",
+              "3:f_s3_1",
+              "3:f_s4_0",
+              "6:f_s1_0",
+              "6:f_s2_0"
+            ],
+            "facets": {
+              "实质": ["/表象/视觉/实体/人物/个体/形象呈现/整体形象/叙事角色"],
+              "形式": [],
+              "both": []
+            }
+          },
+          {
+            "items": ["/呈现/视觉/视觉制作/剪辑组接/剪辑手法/节奏控制"],
+            "size": 1,
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+          if (node.is_inferred) label += " (推断)";
+          line.appendChild(el("span", { class: "tname" }, label));
+          line.appendChild(el("span", { class: "tcount" }, String(c)));
+          line.addEventListener("click", () => {
+            if (c === 0 && selPath !== node.path) return;
+            const k = key === "shizhi" ? "shizhiPath" : "xingshiPath";
+            state[k] = state[k] === node.path ? null : node.path;
+            renderAll();
+          });
+          tnode.appendChild(line);
+          for (const ch of node.children || []) renderNode(ch, tnode);
+          parent.appendChild(tnode);
+        }
+        for (const r of roots) renderNode(r, wrap);
+      }
+
+      function renderTrees() {
+        renderTreeFacet(
+          data.subtree.shizhi || [],
+          "shizhi",
+          "shizhiTree",
+          state.shizhiPath,
+          shiDesc,
+        );
+        renderTreeFacet(
+          data.subtree.xingshi || [],
+          "xingshi",
+          "xingshiTree",
+          state.xingshiPath,
+          xingDesc,
+        );
+      }
+
+      function pathLeafAndParent(p) {
+        const parts = p.split("/").filter(Boolean);
+        if (!parts.length) return { leaf: p, parent: "" };
+        return {
+          leaf: parts[parts.length - 1],
+          parent: "/" + parts.slice(0, -1).join("/"),
+        };
+      }
+
+      function renderItemsets() {
+        const wrap = $("isList");
+        wrap.innerHTML = "";
+        $("isParams").textContent =
+          `${data.itemsets.length} closed · min_support=${data.itemsetsParams.min_support}, k≤${data.itemsetsParams.max_k}, ${data.itemsetsParams.include_ancestors ? "+ancestors" : "leaf-only"}`;
+
+        const baseFiltered = applyFilters("scope");
+        data.itemsets.forEach((iset, idx) => {
+          const supportNow = baseFiltered.filter((f) =>
+            fragMatchesItemset(f, iset),
+          ).length;
+          const isActive = state.itemsetIdx === idx;
+          const cls = ["iset"];
+          if (isActive) cls.push("active");
+          if (supportNow === 0 && !isActive) cls.push("disabled");
+          const node = el("div", {
+            class: cls.join(" "),
+            onClick: () => {
+              if (supportNow === 0 && !isActive) return;
+              state.itemsetIdx = isActive ? null : idx;
+              renderAll();
+            },
+          });
+          const head = el(
+            "div",
+            { class: "iset-head" },
+            el(
+              "span",
+              { class: "iset-sup", title: "当前筛选下的支持度" },
+              "×" + supportNow,
+            ),
+            el("span", { class: "iset-k" }, "k=" + iset.size),
+            el("span", { class: "iset-meta" }, "原始 sup " + iset.support),
+          );
+          node.appendChild(head);
+          const paths = el("div", { class: "iset-paths" });
+          for (const p of iset.items) {
+            const facet = data.pathToFacet[p] || "?";
+            const dot =
+              facet === "实质"
+                ? el("span", { class: "iset-fdot shi", title: "实质" }, "实")
+                : facet === "形式"
+                  ? el("span", { class: "iset-fdot xing", title: "形式" }, "形")
+                  : el(
+                      "span",
+                      { class: "iset-fdot both", title: "两侧都有" },
+                      "双",
+                    );
+            const lp = pathLeafAndParent(p);
+            const row = el(
+              "div",
+              { class: "iset-path", title: p },
+              dot,
+              el(
+                "div",
+                null,
+                el("span", { class: "iset-leaf" }, lp.leaf),
+                el("div", { class: "iset-parent" }, lp.parent),
+              ),
+            );
+            paths.appendChild(row);
+          }
+          node.appendChild(paths);
+          wrap.appendChild(node);
+        });
+      }
+
+      function renderScope() {
+        // tab visuals
+        $("tabNode").classList.toggle("active", state.scopeMode === "node");
+        $("tabPattern").classList.toggle(
+          "active",
+          state.scopeMode === "pattern",
+        );
+        $("paneNode").classList.toggle("active", state.scopeMode === "node");
+        $("panePattern").classList.toggle(
+          "active",
+          state.scopeMode === "pattern",
+        );
+        // status
+        if (state.scopeMode === "node") {
+          $("scopeStat").textContent = "路径树(双 facet)";
+        } else {
+          $("scopeStat").textContent = `${data.itemsets.length} 项集`;
+        }
+        $("scopeClear").classList.toggle("show", scopeFilterActive());
+        // body
+        if (state.scopeMode === "node") renderTrees();
+        else renderItemsets();
+      }
+
+      function sigPassesChipFilter(sig) {
+        const p = sigParts(sig);
+        for (const m of state.modInFilter) if (!p.in.has(m)) return false;
+        for (const m of state.modOutFilter) if (!p.out.has(m)) return false;
+        return true;
+      }
+
+      function renderModalityChips() {
+        const renderSide = (mountId, palette, selectedSet, side) => {
+          const wrap = $(mountId);
+          wrap.innerHTML = "";
+          // Counts: how many sigs would remain if THIS chip were toggled on (alongside the other already-selected chips on this side)
+          for (const m of palette) {
+            const trial = new Set(selectedSet);
+            if (!trial.has(m)) trial.add(m);
+            let c = 0;
+            for (const sig of data.modalities) {
+              const p = sigParts(sig.sig);
+              const inOK =
+                side === "in"
+                  ? [...trial].every((x) => p.in.has(x)) &&
+                    [...state.modOutFilter].every((x) => p.out.has(x))
+                  : [...state.modInFilter].every((x) => p.in.has(x)) &&
+                    [...trial].every((x) => p.out.has(x));
+              if (inOK) c++;
+            }
+            const isActive = selectedSet.has(m);
+            const chip = el(
+              "span",
+              {
+                class:
+                  "mod-chip" +
+                  (isActive ? " active" : "") +
+                  (c === 0 && !isActive ? " disabled" : ""),
+                title: m + (c === 0 && !isActive ? " (无匹配)" : ""),
+                onClick: () => {
+                  if (c === 0 && !isActive) return;
+                  if (selectedSet.has(m)) selectedSet.delete(m);
+                  else selectedSet.add(m);
+                  // if the currently selected modSig no longer matches, drop it
+                  if (state.modSig && !sigPassesChipFilter(state.modSig))
+                    state.modSig = null;
+                  renderAll();
+                },
+              },
+              m,
+            );
+            wrap.appendChild(chip);
+          }
+        };
+        renderSide("modInChips", SIDE_MODS.in, state.modInFilter, "in");
+        renderSide("modOutChips", SIDE_MODS.out, state.modOutFilter, "out");
+      }
+
+      function renderModalities() {
+        const baseFiltered = applyFilters("mod");
+        const counts = {};
+        for (const f of baseFiltered)
+          counts[f.modality_signature] =
+            (counts[f.modality_signature] || 0) + 1;
+        renderModalityChips();
+        const wrap = $("modList");
+        wrap.innerHTML = "";
+        const visible = data.modalities.filter((m) =>
+          sigPassesChipFilter(m.sig),
+        );
+        const sorted = [...visible].sort(
+          (a, b) => (counts[b.sig] || 0) - (counts[a.sig] || 0),
+        );
+        if (sorted.length === 0) {
+          wrap.appendChild(
+            el("div", { class: "empty-msg" }, "当前 chip 筛选下没有匹配签名"),
+          );
+        }
+        for (const m of sorted) {
+          const c = counts[m.sig] || 0;
+          const node = el(
+            "div",
+            {
+              class:
+                "item" +
+                (state.modSig === m.sig ? " active" : "") +
+                (c === 0 && state.modSig !== m.sig ? " disabled" : ""),
+              onClick: () => {
+                if (c === 0 && state.modSig !== m.sig) return;
+                state.modSig = state.modSig === m.sig ? null : m.sig;
+                renderAll();
+              },
+            },
+            el("span", { class: "item-name" }, m.sig),
+            el("span", { class: "item-count" }, String(c)),
+          );
+          wrap.appendChild(node);
+        }
+        $("modClear").classList.toggle(
+          "show",
+          !!state.modSig ||
+            state.modInFilter.size > 0 ||
+            state.modOutFilter.size > 0,
+        );
+      }
+
+      function renderFragments() {
+        const filtered = applyFilters(null);
+        const wrap = $("fragList");
+        wrap.innerHTML = "";
+        $("fragCnt").textContent =
+          filtered.length + " / " + data.fragments.length;
+        $("fragColTitle").textContent =
+          "④ Fragments · " +
+          (state.scopeMode === "pattern" ? "分子能力" : "原子能力");
+        if (filtered.length === 0) {
+          wrap.appendChild(
+            el("div", { class: "empty-msg" }, "当前筛选下没有命中的 fragment"),
+          );
+          return;
+        }
+        for (const f of filtered) {
+          const k = fragKey(f);
+          const head = el(
+            "div",
+            { class: "frag-head" },
+            el("span", { class: "case-badge" }, "案例" + f.case_index),
+            el("span", { class: "frag-badge" }, f.fragment_id),
+            el("span", { class: "act-badge" }, f.action),
+          );
+          const sig = el("div", { class: "frag-sig" }, f.modality_signature);
+          const body = el("div", { class: "frag-body" }, f.body || "");
+          const node = el(
+            "div",
+            {
+              class: "frag" + (state.fragKey === k ? " active" : ""),
+              onClick: () => {
+                state.fragKey = k;
+                renderFragments();
+                renderDetail();
+              },
+            },
+            head,
+            sig,
+            body,
+          );
+          wrap.appendChild(node);
+        }
+      }
+
+      function renderDetail() {
+        const wrap = $("detailBody");
+        wrap.innerHTML = "";
+        const f = data.fragments.find((x) => fragKey(x) === state.fragKey);
+        if (!f) {
+          wrap.appendChild(
+            el("div", { class: "detail-empty" }, "点击左侧 fragment 查看详情"),
+          );
+          return;
+        }
+
+        // Header
+        wrap.appendChild(
+          el(
+            "h2",
+            null,
+            el("span", { class: "case-badge" }, "案例 " + f.case_index),
+            el("span", { class: "frag-badge" }, f.fragment_id),
+            el("span", { class: "act-badge" }, f.action),
+            f.workflow_step_ref && f.workflow_step_ref.step_id
+              ? el(
+                  "span",
+                  { class: "pill" },
+                  "step " + f.workflow_step_ref.step_id,
+                )
+              : null,
+          ),
+        );
+        if (f.case_title) {
+          const h = el("div", { class: "case-title" });
+          if (f.case_url)
+            h.appendChild(
+              el(
+                "a",
+                { href: f.case_url, target: "_blank", rel: "noopener" },
+                f.case_title,
+              ),
+            );
+          else h.textContent = f.case_title;
+          wrap.appendChild(h);
+        }
+
+        // I/O modalities
+        const ioSec = el(
+          "div",
+          { class: "detail-section" },
+          el("h3", null, "I/O 模态"),
+        );
+        ioSec.appendChild(
+          el(
+            "div",
+            { class: "frag-sig", style: "font-size:13px;margin-bottom:6px" },
+            f.modality_signature,
+          ),
+        );
+        const ioRow = (lbl, arr, kind) => {
+          const row = el(
+            "div",
+            { class: "io-row" },
+            el("span", { class: "lbl" }, lbl),
+          );
+          if (!arr || !arr.length) {
+            row.appendChild(
+              el("span", { style: "color:var(--muted)" }, "(无)"),
+            );
+            return row;
+          }
+          for (const x of arr) {
+            const isCfg = x.modality === "模型" || x.modality === "参数";
+            const txt =
+              (x.description || "") +
+              (x.modality ? "[" + x.modality + "]" : "") +
+              (x.relation ? " " + x.relation : "");
+            row.appendChild(
+              el("span", { class: "pill " + (isCfg ? "cfg" : kind) }, txt),
+            );
+          }
+          return row;
+        };
+        ioSec.appendChild(ioRow("IN", f.inputs, "in"));
+        ioSec.appendChild(ioRow("OUT", f.outputs, "out"));
+        wrap.appendChild(ioSec);
+
+        // Body
+        if (f.body) {
+          wrap.appendChild(
+            el(
+              "div",
+              { class: "detail-section" },
+              el("h3", null, "Body"),
+              el("div", { class: "body-text" }, f.body),
+            ),
+          );
+        }
+
+        // apply_to (实质 + 形式) — highlight rule depends on scope mode
+        let hotPaths = new Set();
+        if (state.scopeMode === "pattern" && state.itemsetIdx != null) {
+          const sel = data.itemsets[state.itemsetIdx];
+          if (sel) for (const p of sel.items) hotPaths.add(p);
+        }
+        const renderApply = (label, arr) => {
+          const sec = el(
+            "div",
+            { class: "detail-section" },
+            el("h3", null, "Apply to · " + label),
+          );
+          if (!arr || !arr.length) {
+            sec.appendChild(
+              el("div", { class: "empty-msg", style: "padding:8px" }, "无"),
+            );
+            return sec;
+          }
+          for (const e of arr) {
+            let isHighlighted = false;
+            if (state.scopeMode === "node") {
+              isHighlighted =
+                (label === "实质" &&
+                  state.shizhiPath &&
+                  (shiDesc.get(state.shizhiPath) || []).includes(
+                    e.category_path,
+                  )) ||
+                (label === "形式" &&
+                  state.xingshiPath &&
+                  (xingDesc.get(state.xingshiPath) || []).includes(
+                    e.category_path,
+                  ));
+            } else {
+              isHighlighted = hotPaths.has(e.category_path);
+            }
+            sec.appendChild(
+              el(
+                "div",
+                {
+                  class: "pathline",
+                  style: isHighlighted ? "color:#f1e05a" : "",
+                },
+                e.category_path,
+              ),
+            );
+            if (e.rationale)
+              sec.appendChild(
+                el("div", { class: "rationale" }, "— " + e.rationale),
+              );
+          }
+          return sec;
+        };
+        wrap.appendChild(renderApply("实质", f.apply_shizhi));
+        wrap.appendChild(renderApply("形式", f.apply_xingshi));
+
+        // suggest_apply_to
+        if (f.suggest_apply_to) {
+          const sec = el(
+            "div",
+            { class: "detail-section" },
+            el("h3", null, "Suggest Apply to ✦(建议新增节点)"),
+            el("div", { class: "pathline suggest" }, f.suggest_apply_to),
+          );
+          wrap.appendChild(sec);
+        }
+
+        // effects
+        if (f.effects && f.effects.length) {
+          const sec = el(
+            "div",
+            { class: "detail-section" },
+            el("h3", null, "Effects"),
+          );
+          f.effects.forEach((e, i) => {
+            const card = el("div", { class: "effect-card" });
+            card.appendChild(
+              el(
+                "div",
+                { class: "effect-stmt" },
+                "#" + i + " " + (e.statement || "-"),
+              ),
+            );
+            if (e.criteria)
+              card.appendChild(
+                el("div", { class: "effect-meta" }, "判定标准:" + e.criteria),
+              );
+            if (e.judge_method)
+              card.appendChild(
+                el(
+                  "div",
+                  { class: "effect-meta" },
+                  "判定方式:" + e.judge_method,
+                ),
+              );
+            if (e.negative_examples && e.negative_examples.length) {
+              const ne = el("div", { class: "effect-meta" }, "反例:");
+              for (const n of e.negative_examples)
+                ne.appendChild(
+                  el("div", { style: "margin-left:8px" }, "· " + n),
+                );
+              card.appendChild(ne);
+            }
+            sec.appendChild(card);
+          });
+          wrap.appendChild(sec);
+        }
+
+        // misc
+        const miscRows = [];
+        if (f.tools && f.tools.length)
+          miscRows.push(["tools", f.tools.join(", ")]);
+        if (f.artifact_type) miscRows.push(["artifact_type", f.artifact_type]);
+        if (f.control_target && f.control_target.length)
+          miscRows.push(["control_target", f.control_target.join(", ")]);
+        if (f.is_alternative_to && f.is_alternative_to.length)
+          miscRows.push(["alt_to", f.is_alternative_to.join(", ")]);
+        if (miscRows.length) {
+          const sec = el(
+            "div",
+            { class: "detail-section" },
+            el("h3", null, "其他"),
+          );
+          for (const [k2, v2] of miscRows) {
+            const row = el(
+              "div",
+              { style: "font-size:11px;margin-bottom:3px" },
+              el("span", { style: "color:var(--muted);margin-right:8px" }, k2),
+              el("span", null, v2),
+            );
+            sec.appendChild(row);
+          }
+          wrap.appendChild(sec);
+        }
+
+        // raw fold-out
+        wrap.appendChild(
+          el(
+            "details",
+            null,
+            el("summary", null, "查看原始 fragment JSON"),
+            el("pre", { class: "json-raw" }, JSON.stringify(f, null, 2)),
+          ),
+        );
+      }
+
+      function renderChips() {
+        const c = $("chips");
+        c.innerHTML = "";
+        let any = false;
+        const mk = (lbl, val, onX) => {
+          any = true;
+          c.appendChild(
+            el(
+              "span",
+              { class: "filter-chip" },
+              el("span", { class: "lbl" }, lbl),
+              el("span", null, val),
+              el(
+                "span",
+                {
+                  class: "x",
+                  onClick: () => {
+                    onX();
+                    renderAll();
+                  },
+                },
+                "×",
+              ),
+            ),
+          );
+        };
+        if (state.action)
+          mk("动作", state.action, () => {
+            state.action = null;
+          });
+        if (state.scopeMode === "node") {
+          if (state.shizhiPath)
+            mk(
+              "实质",
+              state.shizhiPath.split("/").pop() || state.shizhiPath,
+              () => {
+                state.shizhiPath = null;
+              },
+            );
+          if (state.xingshiPath)
+            mk(
+              "形式",
+              state.xingshiPath.split("/").pop() || state.xingshiPath,
+              () => {
+                state.xingshiPath = null;
+              },
+            );
+        } else if (state.scopeMode === "pattern" && state.itemsetIdx != null) {
+          const sel = data.itemsets[state.itemsetIdx];
+          const desc = sel.items.map((p) => p.split("/").pop()).join(" + ");
+          mk("项集 k=" + sel.size, desc, () => {
+            state.itemsetIdx = null;
+          });
+        }
+        if (state.modSig)
+          mk("模态", state.modSig, () => {
+            state.modSig = null;
+          });
+        $("clearAll").classList.toggle("active", any);
+      }
+
+      function renderStats() {
+        $("stats").textContent =
+          `${data.stats.fragments} fragments · ${data.actions.length} 动作 · ${data.modalities.length} 模态组合${data.stats.fragments_skipped ? ` · 已跳过 ${data.stats.fragments_skipped} 个空模态片段` : ""}`;
+      }
+
+      function renderAll() {
+        renderActions();
+        renderScope();
+        renderModalities();
+        renderFragments();
+        renderDetail();
+        renderChips();
+      }
+
+      $("clearAll").addEventListener("click", () => {
+        state.action = null;
+        state.shizhiPath = null;
+        state.xingshiPath = null;
+        state.itemsetIdx = null;
+        state.modSig = null;
+        state.modInFilter.clear();
+        state.modOutFilter.clear();
+        renderAll();
+      });
+      $("scopeClear").addEventListener("click", () => {
+        // clear only the current tab's selection
+        if (state.scopeMode === "node") {
+          state.shizhiPath = null;
+          state.xingshiPath = null;
+        } else {
+          state.itemsetIdx = null;
+        }
+        renderAll();
+      });
+      $("tabNode").addEventListener("click", () => {
+        state.scopeMode = "node";
+        renderAll();
+      });
+      $("tabPattern").addEventListener("click", () => {
+        state.scopeMode = "pattern";
+        renderAll();
+      });
+      $("modClear").addEventListener("click", () => {
+        state.modSig = null;
+        state.modInFilter.clear();
+        state.modOutFilter.clear();
+        renderAll();
+      });
+
+      renderStats();
+      renderAll();
+    </script>
+  </body>
+</html>

+ 37 - 0
knowhub/frontend/src/components/capabilities/FragmentsVisualizer.tsx

@@ -0,0 +1,37 @@
+import React from 'react';
+
+export function FragmentsVisualizer({ isFullscreen = false, onExitFullscreen }: { isFullscreen?: boolean, onExitFullscreen?: () => void }) {
+  const iframeRef = React.useRef<HTMLIFrameElement>(null);
+
+  React.useEffect(() => {
+    const handleMessage = (e: MessageEvent) => {
+      if (e.data?.type === 'EXIT_FULLSCREEN') {
+        if (onExitFullscreen) onExitFullscreen();
+      }
+    };
+    window.addEventListener('message', handleMessage);
+    return () => window.removeEventListener('message', handleMessage);
+  }, [onExitFullscreen]);
+
+  React.useEffect(() => {
+    if (iframeRef.current && iframeRef.current.contentWindow) {
+      iframeRef.current.contentWindow.postMessage({ type: 'SET_FULLSCREEN', isFullscreen }, '*');
+    }
+  }, [isFullscreen]);
+
+  return (
+    <div className={isFullscreen 
+      ? "w-[calc(100%+3rem)] h-[calc(100%+3rem)] -mx-6 -mb-6 -mt-6 relative" 
+      : "w-[calc(100%+3rem)] h-full -mx-6 -mb-6 relative"}>
+      <iframe 
+        ref={iframeRef}
+        src="/viz4.html" 
+        className="w-full h-full border-0"
+        title="Fragments Visualizer"
+        onLoad={(e) => {
+          (e.target as HTMLIFrameElement).contentWindow?.postMessage({ type: 'SET_FULLSCREEN', isFullscreen }, '*');
+        }}
+      />
+    </div>
+  );
+}

+ 3 - 3
knowhub/frontend/src/layouts/MainLayout.tsx

@@ -96,11 +96,11 @@ export function MainLayout({ activeTab, onTabChange, children }: MainLayoutProps
           {TAB_ORDER.map((tab) => (
             <div
               key={tab}
-              className={tab === 'dashboard' ? "shrink-0 h-full overflow-hidden" : "shrink-0 h-full overflow-y-auto"}
+              className={(tab === 'dashboard' || tab === 'capabilities') ? "shrink-0 h-full overflow-hidden" : "shrink-0 h-full overflow-y-auto"}
               style={{ width: `${100 / totalTabs}%` }}
             >
-              <div className={tab === 'dashboard' ? "flex justify-center h-full" : "flex justify-center pb-12"}>
-                <div className={tab === 'dashboard' ? "w-full h-full px-6 py-6" : "w-full px-6 py-6"}>
+              <div className={(tab === 'dashboard' || tab === 'capabilities') ? "flex justify-center h-full" : "flex justify-center pb-12"}>
+                <div className={(tab === 'dashboard' || tab === 'capabilities') ? "w-full h-full px-6 py-6 flex flex-col" : "w-full px-6 py-6"}>
                   {children(tab)}
                 </div>
               </div>

+ 169 - 130
knowhub/frontend/src/pages/Capabilities.tsx

@@ -2,9 +2,10 @@ import { useEffect, useState } from 'react';
 import type { FormEvent } from 'react';
 import { StatCard } from '../components/common/StatCard';
 import { EntityTag, StatusBadge } from '../components/common/EntityTag';
-import { Cpu, Clock, X, Target, Hammer, CheckCircle2, Wrench, ChevronDown, ChevronRight, FileText, Search } from 'lucide-react';
+import { Cpu, Clock, X, Target, Hammer, CheckCircle2, Wrench, ChevronDown, ChevronRight, FileText, Search, Maximize, Minimize } from 'lucide-react';
 import { getCapabilities, getTools, getKnowledge, getRequirements, searchCapabilities } from '../services/api';
 import { cn } from '../lib/utils';
+import { FragmentsVisualizer } from '../components/capabilities/FragmentsVisualizer';
 
 function ExpandableTool({ tool }: { tool: any }) {
   const [open, setOpen] = useState(false);
@@ -155,6 +156,8 @@ export function Capabilities() {
   const [allKnow, setAllKnow] = useState<any[]>([]);
   const [allReqs, setAllReqs] = useState<any[]>([]);
   const [selectedCap, setSelectedCap] = useState<any>(null);
+  const [activeTab, setActiveTab] = useState<'system' | 'fragments'>('fragments');
+  const [isFullscreen, setIsFullscreen] = useState(true);
   
   const [searchInput, setSearchInput] = useState("");
   const [searchQuery, setSearchQuery] = useState("");
@@ -199,148 +202,184 @@ export function Capabilities() {
     setSearchQuery(searchInput);
   };
 
-  const readyCaps = capabilities.filter(c => c.tool_ids?.length > 0);
-  const wipCaps = capabilities.filter(c => !c.tool_ids || c.tool_ids.length === 0);
-
   return (
-    <div className="space-y-8 animate-in fade-in duration-500 pb-12">
-      <div>
-        <h1 className="text-2xl font-black text-slate-900 mb-1">制作能力分布分析</h1>
-        <p className="text-slate-500 text-sm">原子能力实现深度,基于工具可用性实时探测。</p>
-      </div>
+    <div className="animate-in fade-in duration-500 h-full flex flex-col relative">
+      {!isFullscreen && (
+        <>
+          <div className="flex-none mb-6">
+            <h1 className="text-2xl font-black text-slate-900 mb-1">制作能力分布分析</h1>
+            <p className="text-slate-500 text-sm">原子能力实现深度,基于工具可用性实时探测。</p>
+          </div>
 
-      <div className="grid grid-cols-1 md:grid-cols-3 gap-6">
-        <StatCard 
-          title="能力检索库" 
-          value={capabilities.length} 
-          subtext="已定义核心能力" 
-          icon={Target} 
-          iconBgColor="bg-amber-50" 
-          iconColor="text-amber-600" 
-        />
-        <StatCard 
-          title="工具链覆盖" 
-          value={capabilities.length > 0 ? `${Math.round((readyCaps.length / capabilities.length) * 100)}%` : "0%"} 
-          subtext="已接通工具能力" 
-          icon={CheckCircle2} 
-          iconBgColor="bg-emerald-50" 
-          iconColor="text-emerald-600" 
-        />
-        <StatCard 
-          title="响应业务矩阵" 
-          value={new Set(capabilities.flatMap(c => c.requirement_ids || [])).size} 
-          subtext="关联到特定需求" 
-          icon={Hammer} 
-          iconBgColor="bg-indigo-50" 
-          iconColor="text-indigo-600" 
-        />
-      </div>
+          <div className="flex justify-between items-end border-b border-slate-200 flex-none">
+            <div className="flex gap-6">
+              <button 
+                onClick={() => setActiveTab('system')}
+                className={cn("pb-3 text-sm font-bold transition-colors relative", activeTab === 'system' ? "text-indigo-600" : "text-slate-500 hover:text-slate-800")}
+              >
+                系统正式能力
+                {activeTab === 'system' && <div className="absolute bottom-0 left-0 right-0 h-0.5 bg-indigo-600 rounded-t-full"></div>}
+              </button>
+              <button 
+                onClick={() => setActiveTab('fragments')}
+                className={cn("pb-3 text-sm font-bold transition-colors relative", activeTab === 'fragments' ? "text-indigo-600" : "text-slate-500 hover:text-slate-800")}
+              >
+                原始案例切片库
+                {activeTab === 'fragments' && <div className="absolute bottom-0 left-0 right-0 h-0.5 bg-indigo-600 rounded-t-full"></div>}
+              </button>
+            </div>
+            {activeTab === 'fragments' && (
+              <button 
+                onClick={() => setIsFullscreen(true)}
+                className="mb-2.5 text-xs font-bold text-slate-500 hover:text-indigo-600 flex items-center gap-1.5 transition-colors"
+              >
+                <Maximize size={14} /> 全屏展示
+              </button>
+            )}
+          </div>
+        </>
+      )}
 
-      <div className="bg-white p-4 rounded-2xl border border-slate-100 shadow-sm relative">
-        <form onSubmit={handleSearch} className="relative flex-1 max-w-xl">
-           <Search size={16} className="absolute left-4 top-1/2 -translate-y-1/2 text-slate-400" />
-           <input 
-             value={searchInput}
-             onChange={e => setSearchInput(e.target.value)}
-             placeholder="搜索特定能力名称特征或应用语义描述..."
-             className="w-full bg-slate-50 border border-slate-200 text-sm rounded-xl pl-10 pr-24 py-2.5 focus:outline-none focus:ring-2 focus:ring-[#3b82f6] transition-all font-medium text-slate-700 placeholder:font-normal"
-           />
-           <button type="submit" className="absolute right-2 top-1/2 -translate-y-1/2 bg-[#3b82f6] text-white text-xs px-3 py-1.5 rounded-lg font-bold hover:bg-[#2563eb] transition-colors">
-             探索
-           </button>
-        </form>
-      </div>
+      {activeTab === 'system' ? (
+        <div className="flex-1 min-h-0 space-y-8 overflow-y-auto custom-scrollbar pr-2 pb-12 pt-6">
+          <div className="grid grid-cols-1 md:grid-cols-3 gap-6">
+            <StatCard 
+              title="能力检索库" 
+              value={capabilities.length} 
+              subtext="已定义核心能力" 
+              icon={Target} 
+              iconBgColor="bg-amber-50" 
+              iconColor="text-amber-600" 
+            />
+            <StatCard 
+              title="工具链覆盖" 
+              value={capabilities.length > 0 ? `${Math.round((readyCaps.length / capabilities.length) * 100)}%` : "0%"} 
+              subtext="已接通工具能力" 
+              icon={CheckCircle2} 
+              iconBgColor="bg-emerald-50" 
+              iconColor="text-emerald-600" 
+            />
+            <StatCard 
+              title="响应业务矩阵" 
+              value={new Set(capabilities.flatMap(c => c.requirement_ids || [])).size} 
+              subtext="关联到特定需求" 
+              icon={Hammer} 
+              iconBgColor="bg-indigo-50" 
+              iconColor="text-indigo-600" 
+            />
+          </div>
 
-      <div className="flex flex-col xl:flex-row gap-6 items-stretch">
-        <div className={cn("transition-all duration-300 ease-in-out relative min-h-[200px]", selectedCap ? "w-full xl:w-2/3" : "w-full")}>
-          {isSearching && (
-             <div className="absolute inset-0 bg-white/60 backdrop-blur-[2px] flex items-center justify-center z-10 rounded-2xl">
-                <div className="w-8 h-8 border-4 border-indigo-200 border-t-[#3b82f6] rounded-full animate-spin"></div>
-             </div>
-          )}
-          <div className={cn("grid gap-8", selectedCap ? "grid-cols-1" : "grid-cols-1 xl:grid-cols-2")}>
-            <div>
-              <h2 className="text-lg font-bold text-slate-800 mb-4 flex items-center gap-2">
-                <span className="w-2 h-2 rounded-full bg-emerald-500"></span>
-                就绪能力 {readyCaps.length > 0 && <span className="text-emerald-600 text-xs px-2 bg-emerald-100 rounded-full">{readyCaps.length}</span>}
-              </h2>
-              <div className="grid grid-cols-1 gap-4">
-                {readyCaps.map(cap => (
-                  <div 
-                    key={cap.id} 
-                    className={cn(
-                      "bg-white p-5 rounded-2xl border shadow-sm hover:shadow-md transition-all cursor-pointer group",
-                      selectedCap?.id === cap.id ? "border-emerald-400 ring-2 ring-emerald-50" : "border-slate-100 hover:border-emerald-200"
-                    )}
-                    onClick={() => setSelectedCap(cap)}
-                  >
-                    <div className="flex justify-between items-start mb-3">
-                      <h3 className="font-bold text-slate-900 group-hover:text-emerald-700 transition-colors">
-                        {cap.name}
-                      </h3>
-                      <div className="flex gap-2">
-                        {cap.score !== undefined && <span className="bg-amber-100 text-amber-700 px-1.5 py-0.5 rounded text-[10px] font-bold self-start">相关度 {cap.score.toFixed(2)}</span>}
-                        <StatusBadge status="Ready" />
+          <div className="bg-white p-4 rounded-2xl border border-slate-100 shadow-sm relative">
+            <form onSubmit={handleSearch} className="relative flex-1 max-w-xl">
+               <Search size={16} className="absolute left-4 top-1/2 -translate-y-1/2 text-slate-400" />
+               <input 
+                 value={searchInput}
+                 onChange={e => setSearchInput(e.target.value)}
+                 placeholder="搜索特定能力名称特征或应用语义描述..."
+                 className="w-full bg-slate-50 border border-slate-200 text-sm rounded-xl pl-10 pr-24 py-2.5 focus:outline-none focus:ring-2 focus:ring-[#3b82f6] transition-all font-medium text-slate-700 placeholder:font-normal"
+               />
+               <button type="submit" className="absolute right-2 top-1/2 -translate-y-1/2 bg-[#3b82f6] text-white text-xs px-3 py-1.5 rounded-lg font-bold hover:bg-[#2563eb] transition-colors">
+                 探索
+               </button>
+            </form>
+          </div>
+
+          <div className="flex flex-col xl:flex-row gap-6 items-stretch">
+            <div className={cn("transition-all duration-300 ease-in-out relative min-h-[200px]", selectedCap ? "w-full xl:w-2/3" : "w-full")}>
+              {isSearching && (
+                 <div className="absolute inset-0 bg-white/60 backdrop-blur-[2px] flex items-center justify-center z-10 rounded-2xl">
+                    <div className="w-8 h-8 border-4 border-indigo-200 border-t-[#3b82f6] rounded-full animate-spin"></div>
+                 </div>
+              )}
+              <div className={cn("grid gap-8", selectedCap ? "grid-cols-1" : "grid-cols-1 xl:grid-cols-2")}>
+                <div>
+                  <h2 className="text-lg font-bold text-slate-800 mb-4 flex items-center gap-2">
+                    <span className="w-2 h-2 rounded-full bg-emerald-500"></span>
+                    就绪能力 {readyCaps.length > 0 && <span className="text-emerald-600 text-xs px-2 bg-emerald-100 rounded-full">{readyCaps.length}</span>}
+                  </h2>
+                  <div className="grid grid-cols-1 gap-4">
+                    {readyCaps.map(cap => (
+                      <div 
+                        key={cap.id} 
+                        className={cn(
+                          "bg-white p-5 rounded-2xl border shadow-sm hover:shadow-md transition-all cursor-pointer group",
+                          selectedCap?.id === cap.id ? "border-emerald-400 ring-2 ring-emerald-50" : "border-slate-100 hover:border-emerald-200"
+                        )}
+                        onClick={() => setSelectedCap(cap)}
+                      >
+                        <div className="flex justify-between items-start mb-3">
+                          <h3 className="font-bold text-slate-900 group-hover:text-emerald-700 transition-colors">
+                            {cap.name}
+                          </h3>
+                          <div className="flex gap-2">
+                            {cap.score !== undefined && <span className="bg-amber-100 text-amber-700 px-1.5 py-0.5 rounded text-[10px] font-bold self-start">相关度 {cap.score.toFixed(2)}</span>}
+                            <StatusBadge status="Ready" />
+                          </div>
+                        </div>
+                        <p className="text-sm text-slate-500 line-clamp-2 mb-4">{cap.description}</p>
+                        <div className="flex flex-wrap gap-2">
+                          <EntityTag type="tool" label="Tools" count={cap.tool_ids?.length || 0} />
+                          <EntityTag type="requirement" label="Reqs" count={cap.requirement_ids?.length || 0} />
+                        </div>
                       </div>
-                    </div>
-                    <p className="text-sm text-slate-500 line-clamp-2 mb-4">{cap.description}</p>
-                    <div className="flex flex-wrap gap-2">
-                      <EntityTag type="tool" label="Tools" count={cap.tool_ids?.length || 0} />
-                      <EntityTag type="requirement" label="Reqs" count={cap.requirement_ids?.length || 0} />
-                    </div>
+                    ))}
+                    {readyCaps.length === 0 && <div className="text-xs text-slate-400 font-bold p-4 text-center border-2 border-dashed border-slate-100 rounded-2xl">无相关就绪项</div>}
                   </div>
-                ))}
-                {readyCaps.length === 0 && <div className="text-xs text-slate-400 font-bold p-4 text-center border-2 border-dashed border-slate-100 rounded-2xl">无相关就绪项</div>}
-              </div>
-            </div>
+                </div>
 
-            <div>
-              <h2 className="text-lg font-bold text-slate-800 mb-4 flex items-center gap-2">
-                <span className="w-2 h-2 rounded-full bg-amber-500"></span>
-                研发中能力 {wipCaps.length > 0 && <span className="text-amber-600 text-xs px-2 bg-amber-100 rounded-full">{wipCaps.length}</span>}
-              </h2>
-              <div className="grid grid-cols-1 gap-4">
-                {wipCaps.map(cap => (
-                  <div 
-                    key={cap.id} 
-                    className={cn(
-                      "bg-white p-5 rounded-2xl border shadow-sm hover:shadow-md transition-all cursor-pointer group",
-                      selectedCap?.id === cap.id ? "border-amber-400 ring-2 ring-amber-50" : "border-slate-100 hover:border-amber-200"
-                    )}
-                    onClick={() => setSelectedCap(cap)}
-                  >
-                    <div className="flex justify-between items-start mb-3">
-                      <h3 className="font-bold text-slate-900 group-hover:text-amber-700 transition-colors">
-                         {cap.name}
-                      </h3>
-                      <div className="flex gap-2">
-                        {cap.score !== undefined && <span className="bg-amber-100 text-amber-700 px-1.5 py-0.5 rounded text-[10px] font-bold self-start">相关度 {cap.score.toFixed(2)}</span>}
-                        <StatusBadge status="In Progress" />
-                      </div>
-                    </div>
-                    <p className="text-sm text-slate-500 line-clamp-2 mb-4">{cap.description}</p>
-                    <div className="flex items-center justify-between">
-                      <div className="flex flex-wrap gap-2">
-                        <EntityTag type="requirement" label="Reqs" count={cap.requirement_ids?.length || 0} />
+                <div>
+                  <h2 className="text-lg font-bold text-slate-800 mb-4 flex items-center gap-2">
+                    <span className="w-2 h-2 rounded-full bg-amber-500"></span>
+                    研发中能力 {wipCaps.length > 0 && <span className="text-amber-600 text-xs px-2 bg-amber-100 rounded-full">{wipCaps.length}</span>}
+                  </h2>
+                  <div className="grid grid-cols-1 gap-4">
+                    {wipCaps.map(cap => (
+                      <div 
+                        key={cap.id} 
+                        className={cn(
+                          "bg-white p-5 rounded-2xl border shadow-sm hover:shadow-md transition-all cursor-pointer group",
+                          selectedCap?.id === cap.id ? "border-amber-400 ring-2 ring-amber-50" : "border-slate-100 hover:border-amber-200"
+                        )}
+                        onClick={() => setSelectedCap(cap)}
+                      >
+                        <div className="flex justify-between items-start mb-3">
+                          <h3 className="font-bold text-slate-900 group-hover:text-amber-700 transition-colors">
+                             {cap.name}
+                          </h3>
+                          <div className="flex gap-2">
+                            {cap.score !== undefined && <span className="bg-amber-100 text-amber-700 px-1.5 py-0.5 rounded text-[10px] font-bold self-start">相关度 {cap.score.toFixed(2)}</span>}
+                            <StatusBadge status="In Progress" />
+                          </div>
+                        </div>
+                        <p className="text-sm text-slate-500 line-clamp-2 mb-4">{cap.description}</p>
+                        <div className="flex items-center justify-between">
+                          <div className="flex flex-wrap gap-2">
+                            <EntityTag type="requirement" label="Reqs" count={cap.requirement_ids?.length || 0} />
+                          </div>
+                          <div className="text-amber-600 flex items-center gap-1 text-xs font-bold">
+                            <Clock size={14} /> Awaiting Tools
+                          </div>
+                        </div>
                       </div>
-                      <div className="text-amber-600 flex items-center gap-1 text-xs font-bold">
-                        <Clock size={14} /> Awaiting Tools
-                      </div>
-                    </div>
+                    ))}
+                    {wipCaps.length === 0 && <div className="text-xs text-slate-400 font-bold p-4 text-center border-2 border-dashed border-slate-100 rounded-2xl">无相关研发中项</div>}
                   </div>
-                ))}
-                {wipCaps.length === 0 && <div className="text-xs text-slate-400 font-bold p-4 text-center border-2 border-dashed border-slate-100 rounded-2xl">无相关研发中项</div>}
+                </div>
               </div>
             </div>
-          </div>
-        </div>
 
-        {selectedCap && (
-          <div className="w-full xl:w-1/3">
-            <CapabilityDetails capability={selectedCap} allTools={allTools} allKnow={allKnow} allReqs={allReqs} onClose={() => setSelectedCap(null)} />
+            {selectedCap && (
+              <div className="w-full xl:w-1/3">
+                <CapabilityDetails capability={selectedCap} allTools={allTools} allKnow={allKnow} allReqs={allReqs} onClose={() => setSelectedCap(null)} />
+              </div>
+            )}
           </div>
-        )}
-      </div>
+        </div>
+      ) : (
+        <div className={cn("flex-1 min-h-0", isFullscreen ? "" : "pt-6")}>
+          <FragmentsVisualizer isFullscreen={isFullscreen} onExitFullscreen={() => setIsFullscreen(false)} />
+        </div>
+      )}
     </div>
   );
 }

Certains fichiers n'ont pas été affichés car il y a eu trop de fichiers modifiés dans ce diff