Agent/examples/process_pipeline/script/search_eval/evaluation/judged_matrix.json

{"actions": [{"name": "检索", "l1": "获取", "l2": "搜索"}, {"name": "下载", "l1": "获取", "l2": "搜索"}, {"name": "调取", "l1": "获取", "l2": "查询"}, {"name": "上传", "l1": "获取", "l2": "录入"}, {"name": "拍摄", "l1": "获取", "l2": "录入"}, {"name": "录音", "l1": "获取", "l2": "录入"}, {"name": "键入", "l1": "获取", "l2": "录入"}, {"name": "选取", "l1": "获取", "l2": "引用"}, {"name": "裁切", "l1": "提取", "l2": "物理提取"}, {"name": "抠取", "l1": "提取", "l2": "物理提取"}, {"name": "抽帧", "l1": "提取", "l2": "物理提取"}, {"name": "识别", "l1": "提取", "l2": "化学提取"}, {"name": "反推", "l1": "提取", "l2": "化学提取"}, {"name": "解构", "l1": "提取", "l2": "化学提取"}, {"name": "元素生成", "l1": "生成", "l2": "元素生成"}, {"name": "数组生成", "l1": "生成", "l2": "关系生成"}, {"name": "结构生成", "l1": "生成", "l2": "关系生成"}, {"name": "添加", "l1": "修改", "l2": "增"}, {"name": "叠加", "l1": "修改", "l2": "增"}, {"name": "抹除", "l1": "修改", "l2": "删"}, {"name": "剪除", "l1": "修改", "l2": "删"}, {"name": "重述", "l1": "修改", "l2": "变"}, {"name": "风格化", "l1": "修改", "l2": "变"}, {"name": "转换", "l1": "修改", "l2": "变"}, {"name": "替换", "l1": "修改", "l2": "变"}, {"name": "调整", "l1": "修改", "l2": "变"}, {"name": "增强", "l1": "修改", "l2": "变"}], "types": [{"name": "提示词", "l1": "程序控制类型", "l2": "指令"}, {"name": "负向提示词", "l1": "程序控制类型", "l2": "指令"}, {"name": "描述", "l1": "程序控制类型", "l2": "指令"}, {"name": "生成参数", "l1": "程序控制类型", "l2": "参数"}, {"name": "规格参数", "l1": "程序控制类型", "l2": "参数"}, {"name": "模型权重", "l1": "程序控制类型", "l2": "参数"}, {"name": "评分", "l1": "程序控制类型", "l2": "评估"}, {"name": "评语", "l1": "程序控制类型", "l2": "评估"}, {"name": "工作流", "l1": "程序控制类型", "l2": "流程"}, {"name": "批处理", "l1": "程序控制类型", "l2": "流程"}, {"name": "数字人", "l1": "数据复用类型", "l2": "原子"}, {"name": "版式", "l1": "数据复用类型", "l2": "原子"}, {"name": "模板", "l1": "数据复用类型", "l2": "序列"}, {"name": "参考图", "l1": "内容类型", "l2": "素材/化学变化"}, {"name": "参考视频", "l1": "内容类型", "l2": "素材/化学变化"}, {"name": "参考音频", "l1": "内容类型", "l2": "素材/化学变化"}, {"name": "对标内容", "l1": "内容类型", "l2": "素材/化学变化"}, {"name": "分镜图", "l1": "内容类型", "l2": "素材/化学变化"}, {"name": "转场", "l1": "内容类型", "l2": "素材/化学变化"}, {"name": "蒙版", "l1": "内容类型", "l2": "素材/化学变化"}, {"name": "控制图", "l1": "内容类型", "l2": "素材/化学变化"}, {"name": "运动轨迹", "l1": "内容类型", "l2": "素材/化学变化"}, {"name": "滤镜", "l1": "内容类型", "l2": "素材/化学变化"}, {"name": "构图布局", "l1": "内容类型", "l2": "素材/化学变化"}, {"name": "截图", "l1": "内容类型", "l2": "素材/物理变化"}, {"name": "视频片段", "l1": "内容类型", "l2": "素材/物理变化"}, {"name": "转场片段", "l1": "内容类型", "l2": "素材/物理变化"}, {"name": "关键帧", "l1": "内容类型", "l2": "素材/物理变化"}, {"name": "音效", "l1": "内容类型", "l2": "素材/物理变化"}, {"name": "特效", "l1": "内容类型", "l2": "素材/物理变化"}, {"name": "大纲", "l1": "内容类型", "l2": "半成品/序列"}, {"name": "脚本", "l1": "内容类型", "l2": "半成品/序列"}, {"name": "分镜脚本", "l1": "内容类型", "l2": "半成品/序列"}, {"name": "剪辑脚本", "l1": "内容类型", "l2": "半成品/序列"}, {"name": "配音文案", "l1": "内容类型", "l2": "半成品/序列"}, {"name": "底图", "l1": "内容类型", "l2": "半成品/原子"}, {"name": "样图", "l1": "内容类型", "l2": "半成品/原子"}, {"name": "分镜视频", "l1": "内容类型", "l2": "半成品/原子"}, {"name": "图层组合", "l1": "内容类型", "l2": "半成品/组合"}, {"name": "拼图", "l1": "内容类型", "l2": "半成品/组合"}, {"name": "歌词", "l1": "内容类型", "l2": "准成品"}, {"name": "配音", "l1": "内容类型", "l2": "准成品"}, {"name": "BGM", "l1": "内容类型", "l2": "准成品"}, {"name": "字幕", "l1": "内容类型", "l2": "准成品"}, {"name": "标题", "l1": "内容类型", "l2": "准成品"}, {"name": "正文", "l1": "内容类型", "l2": "准成品"}, {"name": "成品图", "l1": "内容类型", "l2": "成品"}, {"name": "视频成品", "l1": "内容类型", "l2": "成品"}, {"name": "合成图", "l1": "内容类型", "l2": "成品"}, {"name": "知识库", "l1": "知识类型", "l2": "知识库"}], "matrix": [[{"tier": 2, "r": "找现成prompt是刚需，但搜「检索提示词」易混生成教程，精准度偏弱", "q": ["AI绘画万能提示词大全", "SD咒语词库网站推荐", "好用的提示词去哪找"]}, {"tier": 1, "r": "负向词多附在正向教程里，单独检索内容少且query泛", "q": ["SD通用负向提示词", "画手崩坏负面词怎么写"]}, {"tier": 1, "r": "描述太泛，搜「检索描述」结果发散噪音高", "q": ["人物外貌描写素材库", "场景描述参考文案"]}, {"tier": 1, "r": "生成参数多内嵌教程，单独检索内容碎、对口度低", "q": ["SD最佳采样器CFG参数推荐", "FLUX出图参数怎么设"]}, {"tier": 1, "r": "规格参数（分辨率画幅）属常识查询，专门教程少价值低", "q": ["小红书图片最佳尺寸比例", "短视频分辨率码率标准"]}, {"tier": 3, "r": "上C站/LiblibAI检索LoRA是日常刚需，教程海量query精准", "q": ["LiblibAI怎么找好用的LoRA", "Civitai模型搜索技巧", "真人写实checkpoint推荐"]}, {"tier": 0, "r": "评分是工序内产出物，不在公共域可检索", "q": []}, {"tier": 0, "r": "评语是私有审核产出，公共域无可检索对象", "q": []}, {"tier": 3, "r": "找ComfyUI工作流是核心刚需，整合站+教程海量query对口", "q": ["ComfyUI工作流哪里下载", "好用的comfyui workflow分享", "换脸工作流json去哪找"]}, {"tier": 1, "r": "批处理脚本检索需求小，多并入工作流教程，内容稀", "q": ["SD批量出图XYZ脚本", "comfyui批处理插件"]}, {"tier": 2, "r": "找数字人平台/模板是热点需求，但搜词常指向工具评测", "q": ["免费数字人模板哪里找", "口播数字人形象去哪下"]}, {"tier": 2, "r": "找海报/PPT版式是设计刚需，但「检索版式」偏向素材站浏览", "q": ["小红书封面版式模板", "海报排版参考网站"]}, {"tier": 2, "r": "找剪辑/提示词模板需求真实，query略泛但可对口", "q": ["剪映模板素材去哪找", "prompt模板库推荐"]}, {"tier": 2, "r": "找参考图是日常环节，但「检索参考图」偏图站浏览技巧", "q": ["AI绘画参考图去哪找", "人物姿势参考图网站", "风格参考图搜集方法"]}, {"tier": 2, "r": "找动作迁移参考视频有需求，专门检索内容中等", "q": ["AI动作迁移参考视频素材", "跳舞模板视频哪里下"]}, {"tier": 1, "r": "找参考音色样本需求窄，检索内容散对口度低", "q": ["音色克隆参考音频去哪找", "配音参考样本素材"]}, {"tier": 3, "r": "找对标爆款是运营刚需，拆解教程+搜爆款方法海量精准", "q": ["小红书爆款笔记怎么找对标", "抖音对标账号拆解方法", "同行爆款视频去哪搜"]}, {"tier": 1, "r": "找现成分镜图需求小，多自画，检索内容稀", "q": ["分镜图参考案例", "AI分镜设定图素材"]}, {"tier": 2, "r": "找转场效果包是剪辑常需，但「检索转场」偏素材下载", "q": ["剪映转场效果在哪找", "视频转场预设包推荐"]}, {"tier": 1, "r": "蒙版多现场生成，公共域检索现成蒙版需求很低", "q": ["inpaint蒙版素材", "常用遮罩图哪里找"]}, {"tier": 2, "r": "找pose/depth控制图素材有需求，query可对口但内容中等", "q": ["ControlNet骨架图素材库", "openpose姿势图去哪下"]}, {"tier": 1, "r": "运动轨迹多现场绘制，公共域检索现成轨迹需求极小", "q": ["motion brush运镜轨迹参考", "运动轨迹预设哪里找"]}, {"tier": 2, "r": "找LUT/调色滤镜包是后期常需，搜词较对口内容中等", "q": ["视频调色LUT预设下载", "胶片色调滤镜哪里找"]}, {"tier": 0, "r": "构图布局是抽象方案非可检索对象，需现场设计", "q": []}, {"tier": 1, "r": "截图是现场截取动作，公共域检索现成截图需求低且泛", "q": ["影视截图素材网站", "高清画面截图去哪找"]}, {"tier": 2, "r": "找空镜/素材镜头是剪辑刚需，但「检索」偏素材站浏览", "q": ["免费视频素材网站推荐", "空镜头素材去哪下", "无版权视频片段"]}, {"tier": 1, "r": "转场片段需求窄，多用效果而非现成片，检索内容稀", "q": ["转场视频素材下载", "过渡片段哪里找"]}, {"tier": 1, "r": "关键帧多现场抽取，公共域检索现成关键帧需求很低", "q": ["视频关键帧素材", "代表帧图片去哪找"]}, {"tier": 2, "r": "找音效是视频刚需，但「检索音效」偏音效站浏览", "q": ["免费音效网站推荐", "短视频常用音效去哪下", "转场音效素材库"]}, {"tier": 2, "r": "找特效/VFX素材包剪辑常需，搜词较对口内容中等", "q": ["剪映特效素材在哪找", "AE特效模板下载网站"]}, {"tier": 1, "r": "大纲多自写或AI生成，公共域检索现成大纲需求低", "q": ["短视频脚本大纲模板", "文章大纲范例参考"]}, {"tier": 2, "r": "找脚本模板/范例是创作常需，但query偏向模板浏览", "q": ["短视频口播脚本模板", "带货视频脚本范例哪里找"]}, {"tier": 1, "r": "现成分镜脚本需求窄，多自写，检索内容稀少", "q": ["分镜脚本模板范例", "AI视频分镜脚本参考"]}, {"tier": 0, "r": "剪辑脚本是单片具体编排，公共域无可检索的现成对象", "q": []}, {"tier": 1, "r": "配音文案多自写，检索现成文案对口度低噪音高", "q": ["视频解说文案范例", "口播旁白文案参考"]}, {"tier": 1, "r": "底图是工序中间态，公共域检索现成底图需求很低", "q": ["重绘底图素材", "线稿上色底图哪里找"]}, {"tier": 0, "r": "样图是工序内候选产出，不在公共域可检索", "q": []}, {"tier": 0, "r": "分镜视频是工序内粗剪半成品，公共域无可检索对象", "q": []}, {"tier": 1, "r": "找现成PSD分层稿设计需求有但窄，「检索」偏素材站", "q": ["免费PSD分层模板下载", "海报源文件psd哪里找"]}, {"tier": 0, "r": "拼图是工序内组合产出，公共域无现成对象可检索", "q": []}, {"tier": 1, "r": "找现成歌词内容散，AI歌曲多自写词，检索价值低", "q": ["AI歌曲歌词参考", "写歌歌词素材去哪找"]}, {"tier": 0, "r": "配音是工序内渲染产出，公共域无现成对口对象", "q": []}, {"tier": 2, "r": "找无版权BGM是视频刚需，但「检索BGM」偏音乐站浏览", "q": ["无版权背景音乐网站", "抖音热门BGM去哪下", "纯音乐素材免费"]}, {"tier": 0, "r": "字幕是随片产出，公共域无可检索的现成字幕对象", "q": []}, {"tier": 2, "r": "找爆款标题模板是运营常需，但搜词偏标题套路而非检索", "q": ["小红书爆款标题模板", "起标题的套路有哪些"]}, {"tier": 0, "r": "正文是终态创作产出，公共域无对口的现成正文可检索", "q": []}, {"tier": 1, "r": "找成品图多为参考/对标，单独「检索成品图」泛且重叠参考图", "q": ["AI绘画作品集网站", "优秀成品图灵感参考"]}, {"tier": 1, "r": "找视频成品多为对标，单独「检索视频成品」与对标重叠且泛", "q": ["AI视频作品案例集", "优秀短视频成品参考"]}, {"tier": 0, "r": "合成图是工序终态产出，公共域无对口现成对象可检索", "q": []}, {"tier": 2, "r": "检索知识库/资料喂模型有真实需求，但搜词较泛对口度中", "q": ["AI绘画知识库整理", "内容创作资料库去哪找", "喂给模型的背景资料怎么搜集"]}], [{"tier": 1, "r": "提示词是文本非文件，「下载」语义弱，多为词库链接，价值低", "q": ["提示词库txt下载", "咒语合集文件"]}, {"tier": 1, "r": "负向词文本量小，下载场景弱内容稀", "q": ["通用负向词模板下载"]}, {"tier": 0, "r": "描述是抽象文字内容，无既有地址可整体下载", "q": []}, {"tier": 1, "r": "生成参数随图嵌入PNG info，单独下载场景弱", "q": ["SD参数预设文件下载", "出图参数配置导入"]}, {"tier": 0, "r": "规格参数是数值设定非文件，无地址可下载", "q": []}, {"tier": 3, "r": "从C站/LiblibAI直接下LoRA是最高频刚需，教程海量query精准", "q": ["Civitai模型下载教程", "LiblibAI怎么下载LoRA到本地", "checkpoint大模型在哪下"]}, {"tier": 0, "r": "评分是工序内产出，无既有文件地址可下载", "q": []}, {"tier": 0, "r": "评语是私有产出，无可下载的既有对象", "q": []}, {"tier": 3, "r": "下载现成workflow（json）是核心刚需，整合站+导入教程海量", "q": ["comfyui工作流json下载导入", "liblib在线工作流怎么下到本地", "openart workflow下载"]}, {"tier": 1, "r": "批处理脚本下载需求小内容稀，多并入工作流", "q": ["SD批量脚本下载", "XYZ plot脚本导入"]}, {"tier": 2, "r": "下载数字人模型/模板有真实需求，但教程量中等", "q": ["数字人模型下载", "开源数字人形象包下载"]}, {"tier": 2, "r": "下载海报/PPT版式模板是设计常需，教程中等query对口", "q": ["免费PPT模板下载网站", "海报版式PSD下载"]}, {"tier": 2, "r": "下载剪辑/设计模板需求真实，但query偏素材站", "q": ["剪映模板怎么下载导入", "设计模板免费下载站"]}, {"tier": 2, "r": "下载参考图（含P站/图站批量）是常规，但偏图站非know-how", "q": ["批量下载参考图工具", "pinterest图片怎么批量下"]}, {"tier": 1, "r": "下载参考视频需求窄，多用工具录屏，专门教程稀", "q": ["参考视频素材下载", "抖音视频怎么下载到本地"]}, {"tier": 1, "r": "下载参考音色样本需求窄内容散", "q": ["音色样本音频下载", "参考配乐文件哪里下"]}, {"tier": 1, "r": "对标内容看打法非下载文件，「下载对标」语义弱价值低", "q": ["爆款视频无水印下载", "对标笔记保存方法"]}, {"tier": 1, "r": "分镜图多自产，下载现成分镜图需求很低", "q": ["分镜图素材下载"]}, {"tier": 2, "r": "下载转场效果包是剪辑常需，教程中等query较对口", "q": ["剪映转场素材包下载", "pr转场预设免费下载"]}, {"tier": 0, "r": "蒙版随工序生成，无既有地址的现成蒙版可下载", "q": []}, {"tier": 1, "r": "控制图多现场预处理，下载现成控制图需求很低", "q": ["openpose骨架图下载", "controlnet预处理图素材"]}, {"tier": 0, "r": "运动轨迹是现场绘制方案，无现成文件可下载", "q": []}, {"tier": 2, "r": "下载LUT/调色预设包是后期常需，搜词对口内容中等", "q": ["LUT调色预设包下载", "胶片滤镜cube文件下载"]}, {"tier": 0, "r": "构图布局是抽象方案非文件，无地址可下载", "q": []}, {"tier": 0, "r": "截图是现场切片动作，无既有截图文件地址可下载", "q": []}, {"tier": 3, "r": "下载无版权视频素材是刚需，素材站+无水印下载教程海量", "q": ["免费高清视频素材下载网站", "无水印空镜素材怎么下", "pexels视频批量下载"]}, {"tier": 1, "r": "转场片段下载需求窄，多用效果配置，内容稀", "q": ["转场视频素材下载"]}, {"tier": 0, "r": "关键帧是现场抽取产出，无既有文件地址可下载", "q": []}, {"tier": 2, "r": "下载音效素材是视频刚需，搜词对口但偏素材站浏览", "q": ["免费音效素材包下载", "短视频音效合集下载"]}, {"tier": 2, "r": "下载特效/VFX素材模板剪辑常需，搜词对口内容中等", "q": ["剪映特效素材包下载", "AE特效模板免费下载"]}, {"tier": 0, "r": "大纲是创作产出文字，无既有文件地址可下载", "q": []}, {"tier": 1, "r": "下载脚本模板有点需求但内容散，多看不下", "q": ["短视频脚本模板下载", "带货脚本文档下载"]}, {"tier": 0, "r": "分镜脚本是创作产出，无现成文件地址可整体下载", "q": []}, {"tier": 0, "r": "剪辑脚本是单片具体编排，无可下载的既有对象", "q": []}, {"tier": 0, "r": "配音文案是创作文字产出，无既有文件可下载", "q": []}, {"tier": 0, "r": "底图是工序中间态产出，无既有地址可下载", "q": []}, {"tier": 0, "r": "样图是工序内候选产出，无既有文件可下载", "q": []}, {"tier": 0, "r": "分镜视频是工序内半成品，无既有地址可下载", "q": []}, {"tier": 1, "r": "下载PSD分层稿设计有需求但窄，「下载」偏素材站", "q": ["免费PSD源文件下载", "分层海报psd下载站"]}, {"tier": 0, "r": "拼图是工序内组合产出，无既有文件可下载", "q": []}, {"tier": 1, "r": "歌词文本散，下载场景弱价值低", "q": ["歌词文本下载"]}, {"tier": 1, "r": "下载配音/语音包需求窄内容稀", "q": ["配音音频素材下载", "AI配音音色包下载"]}, {"tier": 3, "r": "下载无版权BGM是视频刚需，免版权音乐站+下载教程海量", "q": ["无版权背景音乐下载网站", "抖音热门BGM怎么下载", "免费纯音乐素材下载"]}, {"tier": 1, "r": "下载字幕文件（srt）需求有但窄，多随片生成", "q": ["视频字幕srt下载", "B站字幕怎么下载"]}, {"tier": 0, "r": "标题是创作文字产出，无既有文件地址可下载", "q": []}, {"tier": 0, "r": "正文是终态创作文字，无既有文件可整体下载", "q": []}, {"tier": 1, "r": "下载成品图多为参考收集，与下载参考图重叠且偏图站", "q": ["AI成品图作品下载", "高清作品图保存方法"]}, {"tier": 1, "r": "下载视频成品多为对标无水印，与素材下载重叠", "q": ["无水印短视频下载工具", "作品视频怎么保存到本地"]}, {"tier": 0, "r": "合成图是工序终态产出，无对口的既有文件可下载", "q": []}, {"tier": 1, "r": "下载现成知识库文件有需求但散，对口度低", "q": ["AI绘画资料合集下载", "创作知识库文档下载"]}], [{"tier": 2, "r": "自建prompt库调取成立、有价值，但'调取'专门教程少，多并入prompt管理帖", "q": ["如何搭建自己的AI绘画提示词库", "ComfyUI提示词预设保存调用", "SD常用prompt整理复用"]}, {"tier": 1, "r": "负向词常做成预设复用，但'调取负向词'独立know-how稀薄，多附在通用预设里", "q": ["SD通用负向提示词模板保存", "常用negative prompt合集复用"]}, {"tier": 1, "r": "私库描述片段调取成立但价值低，几乎无专门教程，query噪音高", "q": ["AI绘画人物描述模板复用", "常用风格描述词收藏"]}, {"tier": 2, "r": "参数预设保存/调取是真刚需，但内容多与'调参'混杂，专调取帖偏少", "q": ["SD采样参数预设保存调用", "ComfyUI生成参数预设复用", "AI绘图常用CFG步数配置收藏"]}, {"tier": 1, "r": "规格预设(分辨率画幅)可存复用但太琐碎，专门教程极少", "q": ["AI出图常用分辨率预设", "视频导出规格预设保存"]}, {"tier": 3, "r": "加载LoRA/checkpoint是核心刚需、教程海量、搜得极准", "q": ["ComfyUI怎么加载LoRA模型", "SD WebUI checkpoint切换教程", "本地大模型权重加载方法"]}, {"tier": 0, "r": "评分是针对单个产出的即时评判，非预存复用零件，语义不成立", "q": []}, {"tier": 0, "r": "评语针对具体产出物即时产生，非可调取的预存资产", "q": []}, {"tier": 2, "r": "调取已存ComfyUI工作流是真高频，但内容多归在'导入/分享工作流'而非'调取'", "q": ["ComfyUI工作流导入复用", "保存常用workflow下次调用", "AI生成pipeline模板加载"]}, {"tier": 1, "r": "批处理配置可存复用成立，但专门'调取'know-how少", "q": ["ComfyUI批处理脚本复用", "SD批量出图配置保存"]}, {"tier": 1, "r": "数字人形象作为可复用资产调取成立，但'调取'专门know-how少，多讲创建", "q": ["数字人形象保存重复使用", "AI分身模板复用口播"]}, {"tier": 1, "r": "版式作为复用骨架可调取成立，但专门调取教程稀少，价值偏弱", "q": ["海报版式模板复用", "设计版面骨架保存调用"]}, {"tier": 2, "r": "调取已存模板(prompt/剪辑)是高频复用动作，但内容多归'套模板'而非'调取'", "q": ["剪映模板套用复用", "AI提示词模板调用", "设计模板库保存复用"]}, {"tier": 2, "r": "自建参考图库调取成立有价值(角色一致性常存ref)，但专门教程偏少", "q": ["AI绘画参考图库整理复用", "角色一致性参考图保存调用", "风格ref图收藏管理"]}, {"tier": 1, "r": "参考视频可存复用(动作迁移源)，但'调取'专门know-how稀薄", "q": ["动作迁移参考视频复用", "运镜参考视频收藏"]}, {"tier": 1, "r": "参考音色样本可存复用，但'调取参考音频'独立教程极少", "q": ["TTS参考音色样本保存复用", "音色克隆参考音频收藏"]}, {"tier": 1, "r": "对标内容收藏库可调取成立，但'调取'专门know-how少，多讲拆解打法", "q": ["爆款对标案例库整理", "标杆内容收藏复用"]}, {"tier": 0, "r": "分镜图是某项目规划产物，非为复用预存的零件资产，调取语义不成立", "q": []}, {"tier": 1, "r": "转场效果可存为预设复用成立，但专门'调取'know-how少", "q": ["剪映转场预设保存复用", "常用过渡效果收藏调用"]}, {"tier": 0, "r": "蒙版是单次工序针对具体图生成的中间产物，非预存复用零件", "q": []}, {"tier": 0, "r": "控制图针对具体图即时生成，非为复用预存的资产，调取不成立", "q": []}, {"tier": 0, "r": "运动轨迹针对具体画面即时设定，非可复用预存零件", "q": []}, {"tier": 2, "r": "调色滤镜/LUT预设保存复用是真高频，但内容多归'套LUT'而非'调取'", "q": ["剪映滤镜预设保存复用", "LUT调色预设收藏调用", "美颜方案保存复用"]}, {"tier": 0, "r": "构图布局是某次具体内容的一次性空间安排，非预存复用资产", "q": []}, {"tier": 0, "r": "截图是现成呈现的即时截取素材，非为复用预存的零件资产", "q": []}, {"tier": 1, "r": "镜头素材库调取成立(空镜/素材库)，但'调取'专门know-how偏弱", "q": ["剪辑空镜素材库整理复用", "常用镜头库管理调用"]}, {"tier": 0, "r": "转场片段是已渲染特定视频，非预存复用的零件资产", "q": []}, {"tier": 0, "r": "关键帧是从具体视频抽出的中间产物，非为复用预存的资产", "q": []}, {"tier": 1, "r": "音效库调取成立(常备音效素材库)，但专门'调取'教程少", "q": ["剪辑常用音效库整理复用", "SFX音效素材收藏调用"]}, {"tier": 0, "r": "特效作用于具体片段、单次设定，非预存复用零件", "q": []}, {"tier": 0, "r": "大纲是某具体内容的在制骨架，非为复用预存的零件资产", "q": []}, {"tier": 0, "r": "脚本是某具体作品的在制文本，非预存复用零件", "q": []}, {"tier": 0, "r": "分镜脚本是具体项目在制规划，非预存复用资产", "q": []}, {"tier": 0, "r": "剪辑脚本是这条片的具体编排，非可复用预存零件", "q": []}, {"tier": 0, "r": "配音文案是具体内容在制文本，非预存复用资产", "q": []}, {"tier": 0, "r": "底图是工序中待继续改造的中间态，非预存复用零件", "q": []}, {"tier": 0, "r": "样图是工序内待挑选候选态，非预存零件，调取语义不成立", "q": []}, {"tier": 0, "r": "分镜视频是待合成粗剪半成品，非预存复用资产", "q": []}, {"tier": 0, "r": "图层组合是具体设计稿工作文件，非为复用预存的零件", "q": []}, {"tier": 0, "r": "拼图是具体一次性产物，非预存复用资产", "q": []}, {"tier": 0, "r": "歌词是某具体歌曲在制文本，非预存复用零件", "q": []}, {"tier": 0, "r": "配音是具体内容已渲染音轨，非为复用预存的资产", "q": []}, {"tier": 1, "r": "BGM库调取成立(常备背景音乐库)，但专门'调取'know-how偏弱", "q": ["剪辑常用BGM素材库整理", "背景音乐库收藏复用"]}, {"tier": 0, "r": "字幕是具体视频呈现层产物，非预存复用零件", "q": []}, {"tier": 0, "r": "标题是具体作品交付文字，非为复用预存的资产", "q": []}, {"tier": 0, "r": "正文是具体内容终态文字，非预存复用零件", "q": []}, {"tier": 0, "r": "成品图是某次工序终态交付，非为复用预存的零件资产", "q": []}, {"tier": 0, "r": "视频成品是交付整片，非预存复用零件", "q": []}, {"tier": 0, "r": "合成图是已拍平交付成品，非为复用预存的资产", "q": []}, {"tier": 2, "r": "自建知识库调取喂模型成立有价值(RAG/背景库)，但'调取'多并入RAG构建帖", "q": ["搭建AI知识库供检索调用", "RAG本地知识库构建复用", "素材资料库整理喂模型"]}], [{"tier": 2, "r": "供给足(prompt教程海量),但'上传提示词'非自然搜法,query精准度弱", "q": ["导入提示词文件 stable diffusion", "批量上传prompt 提示词库管理"]}, {"tier": 1, "r": "语义成立但'上传负向提示词'几乎没人这么搜,内容零散", "q": ["导入负向提示词模板", "通用负面词 一键导入"]}, {"tier": 1, "r": "上传一段既有描述文本可行,但无独立know-how,query太泛", "q": ["上传人物描述 喂给AI生图", "粘贴角色设定 生成参考"]}, {"tier": 1, "r": "导入生成参数(预设)成立但小众,教程零散", "q": ["导入采样参数预设 comfyui", "生成参数配置文件 导入"]}, {"tier": 0, "r": "规格参数是当场设定的输出格式,不存在'上传既有规格'", "q": []}, {"tier": 3, "r": "本地LoRA/checkpoint导入是刚需,教程海量,搜得准", "q": ["LoRA模型怎么导入 webui", "本地checkpoint放哪个文件夹", "civitai下载模型 导入sd"]}, {"tier": 0, "r": "评分是对产出的评判结论,无既有评分文件可上传", "q": []}, {"tier": 0, "r": "评语是当场产生的反馈,不构成'上传既有素材'", "q": []}, {"tier": 2, "r": "导入ComfyUI工作流json是高频操作,教程多,但'上传'措辞偏弱", "q": ["comfyui工作流json怎么导入", "导入别人的workflow 报错缺节点"]}, {"tier": 1, "r": "导入批处理配置成立但小众,内容稀少", "q": ["导入xyz plot配置 sd", "批量出图脚本 导入"]}, {"tier": 2, "r": "上传形象照创建数字人是刚需,教程多,但措辞偏'制作'非'上传'", "q": ["上传照片生成数字人", "数字人形象 怎么上传素材"]}, {"tier": 1, "r": "导入海报版式/模板成立但'上传版式'搜法生僻,噪音多", "q": ["导入海报版式模板 设计", "ppt版式 上传套用"]}, {"tier": 2, "r": "导入剪辑/提示词模板是常见操作,教程不少,但query略泛", "q": ["剪映模板怎么导入使用", "导入提示词模板 一键套用"]}, {"tier": 3, "r": "上传参考图垫图喂SD是核心刚需,教程海量,搜得准", "q": ["参考图怎么喂给ai 垫图", "上传参考图生成同款 midjourney", "img2img参考图怎么上传"]}, {"tier": 2, "r": "上传参考视频做动作迁移成立且热门,但教程量中等", "q": ["上传参考视频 动作迁移 ai", "参考视频生成同款动作"]}, {"tier": 2, "r": "上传参考音频做音色克隆是高频,但'上传'措辞略弱", "q": ["上传音频克隆音色", "参考音频 voice clone 怎么传"]}, {"tier": 2, "r": "收集对标爆款是刚需,但'上传对标内容'非自然搜法", "q": ["对标爆款 拆解学习方法", "收集对标账号内容 整理"]}, {"tier": 1, "r": "上传既有分镜图成立但少见,无独立教程", "q": ["上传分镜图 生成镜头", "分镜图垫图 ai还原"]}, {"tier": 1, "r": "导入转场效果包成立但小众,内容零散", "q": ["剪映转场素材包 导入", "pr导入转场预设"]}, {"tier": 2, "r": "上传蒙版做局部重绘是常见操作,教程中等", "q": ["上传蒙版 局部重绘 inpaint", "mask怎么导入 controlnet"]}, {"tier": 2, "r": "上传pose/depth控制图喂ControlNet常见,但多是当场反推", "q": ["controlnet控制图怎么上传", "导入openpose骨架图 生图"]}, {"tier": 1, "r": "上传运动轨迹文件极小众,内容稀少", "q": ["motion brush 轨迹导入", "运动轨迹文件 上传 视频生成"]}, {"tier": 1, "r": "导入LUT/调色预设成立但'上传滤镜'搜法泛,噪音多", "q": ["导入lut调色预设 剪映", "滤镜预设包 怎么导入"]}, {"tier": 1, "r": "上传既有构图布局少见,无成体系内容", "q": ["上传构图参考 生图布局", "布局参考图 喂ai"]}, {"tier": 1, "r": "上传截图作素材太基础,无learn价值,query泛", "q": ["上传截图 二次创作", "截图导入 剪辑素材"]}, {"tier": 1, "r": "上传视频片段作素材是基础操作,无独立know-how", "q": ["视频素材怎么导入剪映", "上传素材片段 拼视频"]}, {"tier": 1, "r": "上传转场片段视频小众,内容稀少", "q": ["转场视频素材 导入剪映", "过渡片段 怎么上传"]}, {"tier": 1, "r": "上传既有关键帧少见,无成体系教程", "q": ["上传关键帧图 生成视频", "首尾帧 怎么上传 即梦"]}, {"tier": 1, "r": "导入音效素材是基础操作,无learn价值", "q": ["音效素材包 导入剪映", "上传音效 怎么用"]}, {"tier": 1, "r": "导入特效插件/预设成立但'上传'措辞泛", "q": ["ae特效预设 导入", "剪映特效包 怎么导入"]}, {"tier": 1, "r": "上传既有大纲喂AI成立但无独立教程", "q": ["上传大纲 让ai扩写", "粘贴提纲 生成文章"]}, {"tier": 1, "r": "上传既有脚本喂AI生视频成立但偏基础", "q": ["上传脚本 生成视频 ai", "粘贴文案脚本 一键成片"]}, {"tier": 1, "r": "上传既有分镜脚本少见,内容零散", "q": ["导入分镜脚本 生成镜头", "分镜表 上传 ai视频"]}, {"tier": 1, "r": "上传既有剪辑脚本/卡点表小众", "q": ["卡点表导入 剪映", "剪辑时间轴 导入配置"]}, {"tier": 1, "r": "上传配音文案做TTS成立但偏基础", "q": ["上传文案 ai配音生成", "粘贴解说词 转语音"]}, {"tier": 2, "r": "上传底图做局部重绘/风格化是高频,但措辞偏'垫图'", "q": ["上传底图 局部重绘", "底图导入 img2img 重绘"]}, {"tier": 1, "r": "上传候选样图少见,无独立know-how", "q": ["上传候选图 对比挑选", "样图导入 二次生成"]}, {"tier": 1, "r": "上传分镜视频粗剪片段少见,内容稀少", "q": ["分镜视频 导入合成", "上传镜头序列 剪辑"]}, {"tier": 1, "r": "上传PSD图层文件成立但'上传图层组合'搜法生僻", "q": ["psd分层文件 导入 ai", "上传图层 继续编辑"]}, {"tier": 1, "r": "上传现成拼图少见,无learn价值", "q": ["上传九宫格图 处理", "拼图导入 二次创作"]}, {"tier": 2, "r": "上传歌词生成AI歌曲是Suno类高频,但措辞偏'输入'", "q": ["上传歌词 ai生成歌曲 suno", "自己写的词 怎么导入 生成音乐"]}, {"tier": 1, "r": "上传既有配音音轨作素材偏基础", "q": ["上传配音音轨 剪辑", "导入人声音频 混入视频"]}, {"tier": 1, "r": "导入BGM作素材是基础操作,无know-how", "q": ["bgm导入剪映 怎么加", "背景音乐 上传 视频"]}, {"tier": 1, "r": "上传字幕文件(srt)成立但偏基础", "q": ["srt字幕文件 导入剪映", "上传字幕 怎么对轴"]}, {"tier": 0, "r": "标题是当场写的终态文字,不存在'上传既有标题'作素材", "q": []}, {"tier": 1, "r": "上传既有正文做改写/配图成立但偏基础", "q": ["上传文章 ai配图", "粘贴正文 自动生成笔记"]}, {"tier": 1, "r": "上传成品图二次处理太基础,query泛", "q": ["上传成品图 高清放大", "成品图导入 修改"]}, {"tier": 1, "r": "上传成品视频二次处理偏基础", "q": ["上传视频 ai处理 二次创作", "成品视频 导入剪辑"]}, {"tier": 1, "r": "上传既有合成图二次处理少见", "q": ["上传合成图 修改", "合成图 导入重绘"]}, {"tier": 2, "r": "上传资料建知识库喂RAG是热点,但'上传知识库'措辞略泛", "q": ["上传资料 搭建知识库 喂ai", "本地文档 导入知识库 rag"]}], [{"tier": 0, "r": "拍摄输出图像/视频,与文本提示词模态不匹配", "q": []}, {"tier": 0, "r": "负向提示词是文本,无法通过拍摄产出", "q": []}, {"tier": 0, "r": "描述是文字刻画,拍摄产出图像非文本", "q": []}, {"tier": 0, "r": "生成参数是数值设定,与拍摄无关", "q": []}, {"tier": 0, "r": "规格参数是格式设定,非拍摄产物", "q": []}, {"tier": 0, "r": "模型权重是训练文件,拍摄无法产出", "q": []}, {"tier": 0, "r": "评分是评判结论,与拍摄无关", "q": []}, {"tier": 0, "r": "评语是文字反馈,与拍摄无关", "q": []}, {"tier": 0, "r": "工作流是流程配置,无法靠拍摄产出", "q": []}, {"tier": 0, "r": "批处理是执行配置,与拍摄无关", "q": []}, {"tier": 1, "r": "拍真人视频做数字人形象成立但偏'素材采集',教程零散", "q": ["拍视频 训练数字人形象", "数字人录制 绿幕拍摄要求"]}, {"tier": 0, "r": "版式是可复用布局骨架,非现场拍摄产物", "q": []}, {"tier": 0, "r": "模板是带槽位骨架,拍摄无法产出", "q": []}, {"tier": 3, "r": "自己拍照片喂SD做参考图是核心打法,教程多,搜得准", "q": ["自己拍照片 喂ai生图", "实拍参考图 转ai绘画", "手机拍素材 做ai参考"]}, {"tier": 2, "r": "拍视频作动作/运镜参考成立且实用,教程中等", "q": ["自己拍视频 做运镜参考", "实拍参考视频 动作迁移ai"]}, {"tier": 0, "r": "参考音频是声音,拍摄产出视觉,模态不匹配", "q": []}, {"tier": 0, "r": "对标内容是别人的成品案例,无法靠自己拍摄产出", "q": []}, {"tier": 2, "r": "手绘分镜图是导演刚需,'手绘'属拍摄,教程中等", "q": ["手绘分镜图 怎么画", "分镜草图 画法 新手"]}, {"tier": 0, "r": "转场是效果配置,非拍摄产物", "q": []}, {"tier": 1, "r": "手绘涂抹蒙版区域成立但'拍摄'语义偏勉强", "q": ["手涂蒙版区域 局部重绘", "涂抹遮罩 inpaint 操作"]}, {"tier": 1, "r": "手绘骨架/线稿作控制图成立但少见", "q": ["手绘线稿 controlnet 生图", "画骨架图 控制姿势"]}, {"tier": 1, "r": "手绘运动轨迹线成立但小众", "q": ["手画运动轨迹 motion brush", "画轨迹 控制镜头运动"]}, {"tier": 0, "r": "滤镜是预设效果配置,非拍摄产出", "q": []}, {"tier": 1, "r": "手绘构图草图成立但与生图脱节,内容零散", "q": ["手绘构图草图 ai生图", "画布局示意 喂ai"]}, {"tier": 2, "r": "录屏截图作教程素材是高频,'录屏/截图'属拍摄", "q": ["怎么录屏截图 做教程", "电脑截图 快捷键 制作素材"]}, {"tier": 2, "r": "现场拍摄视频片段作素材是基础刚需,教程多但偏摄影", "q": ["拍视频素材 手机技巧", "空镜拍摄 怎么拍好看"]}, {"tier": 1, "r": "现场拍转场用过渡镜头少见,内容稀少", "q": ["拍转场镜头 运镜过渡", "无缝转场 怎么拍"]}, {"tier": 1, "r": "拍摄直接产关键帧少见,通常是抽帧而非拍", "q": ["拍首尾帧 生成视频", "实拍关键帧 ai补间"]}, {"tier": 1, "r": "现场录音效作素材成立但小众", "q": ["现场收音 音效采集", "拟音 怎么录 音效"]}, {"tier": 0, "r": "特效是后期效果配置,非现场拍摄产物", "q": []}, {"tier": 0, "r": "大纲是文字骨架,拍摄无法产出", "q": []}, {"tier": 0, "r": "脚本是文本,拍摄产出图像非文字", "q": []}, {"tier": 0, "r": "分镜脚本是文字规划,拍摄无法产出", "q": []}, {"tier": 0, "r": "剪辑脚本是文字编排,非拍摄产物", "q": []}, {"tier": 0, "r": "配音文案是文字稿,拍摄无法产出", "q": []}, {"tier": 2, "r": "拍照片作底图后续重绘是常见打法,但措辞偏'实拍'", "q": ["实拍照片 当底图 ai重绘", "拍照 转ai风格 底图"]}, {"tier": 0, "r": "样图是工序产出的候选图,非现场拍摄", "q": []}, {"tier": 1, "r": "拍多镜头作分镜视频粗剪成立但偏基础", "q": ["分镜拍摄 多镜头 粗剪", "按分镜拍视频 怎么拍"]}, {"tier": 0, "r": "图层组合是分层文件结构,拍摄无法产出", "q": []}, {"tier": 0, "r": "拼图是后期格子化并置,非现场拍摄产物", "q": []}, {"tier": 0, "r": "歌词是文字,拍摄无法产出", "q": []}, {"tier": 0, "r": "配音是人声音频,拍摄产出视觉,模态不匹配", "q": []}, {"tier": 0, "r": "BGM是音乐音频,与拍摄模态不匹配", "q": []}, {"tier": 0, "r": "字幕是文字层,拍摄无法产出", "q": []}, {"tier": 0, "r": "标题是文字,拍摄无法产出", "q": []}, {"tier": 0, "r": "正文是文字,拍摄无法产出", "q": []}, {"tier": 1, "r": "拍摄直出当成品图(摄影)成立但已脱离AIGC语境", "q": ["手机直出 成片 摄影", "拍照 不修图 出片"]}, {"tier": 1, "r": "拍摄直接成片(vlog)成立但偏传统拍摄,非AIGC", "q": ["vlog拍摄 一镜到底", "实拍成片 运镜技巧"]}, {"tier": 0, "r": "合成图是多素材融合产物,非现场拍摄一张", "q": []}, {"tier": 0, "r": "知识库是文字资料汇集,拍摄无法产出", "q": []}], [{"tier": 0, "r": "提示词是文本指令,录音产出音频,模态不匹配", "q": []}, {"tier": 0, "r": "负向提示词是文本,录音无法产出", "q": []}, {"tier": 1, "r": "语音口述描述需先转录成文字,绕,内容稀少", "q": ["语音输入 描述生图", "口述转文字 喂ai"]}, {"tier": 0, "r": "生成参数是数值,录音无法产出", "q": []}, {"tier": 0, "r": "规格参数是格式设定,与录音无关", "q": []}, {"tier": 0, "r": "模型权重是训练文件,录音无法产出", "q": []}, {"tier": 0, "r": "评分是评判结论,与录音无关", "q": []}, {"tier": 0, "r": "评语是文字反馈,录音无法直接产出", "q": []}, {"tier": 0, "r": "工作流是流程配置,录音无法产出", "q": []}, {"tier": 0, "r": "批处理是执行配置,与录音无关", "q": []}, {"tier": 1, "r": "录音驱动数字人口播成立但是输入非产出形象,小众", "q": ["录音驱动数字人 说话", "真人录音 配数字人口型"]}, {"tier": 0, "r": "版式是视觉布局,与录音无关", "q": []}, {"tier": 0, "r": "模板是结构骨架,录音无法产出", "q": []}, {"tier": 0, "r": "参考图是图像,录音产出音频,模态不匹配", "q": []}, {"tier": 0, "r": "参考视频是视觉,录音无法产出", "q": []}, {"tier": 3, "r": "录自己声音作音色样本克隆是热门刚需,教程多搜得准", "q": ["录音克隆自己声音 教程", "参考音频怎么录 音色克隆", "录一段声音 训练ai音色"]}, {"tier": 0, "r": "对标内容是别人成品案例,无法靠录音产出", "q": []}, {"tier": 0, "r": "分镜图是图像,录音无法产出", "q": []}, {"tier": 0, "r": "转场是视觉过渡效果,与录音无关", "q": []}, {"tier": 0, "r": "蒙版是图像区域图,录音无法产出", "q": []}, {"tier": 0, "r": "控制图是结构图,与录音无关", "q": []}, {"tier": 0, "r": "运动轨迹是空间路径输入,录音无法产出", "q": []}, {"tier": 1, "r": "录音色样本作音色滤镜参照成立但小众,与t15重叠", "q": ["录音 做音色滤镜 参考", "声音样本 变声预设"]}, {"tier": 0, "r": "构图布局是视觉安排,录音无法产出", "q": []}, {"tier": 0, "r": "截图是图像,录音无法产出", "q": []}, {"tier": 0, "r": "视频片段是视觉素材,录音无法产出", "q": []}, {"tier": 0, "r": "转场片段是视频,与录音无关", "q": []}, {"tier": 0, "r": "关键帧是图像,录音无法产出", "q": []}, {"tier": 2, "r": "现场拟音/录音效是实用技能,教程中等,搜得较准", "q": ["拟音怎么录 音效制作", "自己录音效 短视频 技巧"]}, {"tier": 0, "r": "特效是视觉/后期效果,录音无法产出", "q": []}, {"tier": 0, "r": "大纲是结构化文字骨架,录音无法直接产出", "q": []}, {"tier": 1, "r": "口述录脚本需转录整理,绕,内容稀少", "q": ["口述 转脚本 ai整理", "语音记录灵感 转文案"]}, {"tier": 0, "r": "分镜脚本是结构化文字,录音无法直接产出", "q": []}, {"tier": 0, "r": "剪辑脚本是时间轴编排,录音无法产出", "q": []}, {"tier": 1, "r": "配音文案是文字稿,录音产出的是音频非文案", "q": ["口述配音文案 转写", "录音转文案 整理"]}, {"tier": 0, "r": "底图是图像,录音无法产出", "q": []}, {"tier": 0, "r": "样图是候选图像,录音无法产出", "q": []}, {"tier": 0, "r": "分镜视频是视觉,录音无法产出", "q": []}, {"tier": 0, "r": "图层组合是图像分层,录音无法产出", "q": []}, {"tier": 0, "r": "拼图是图像并置,录音无法产出", "q": []}, {"tier": 1, "r": "哼唱录旋律转歌词成立但绕,歌词本质是文字", "q": ["哼唱转歌词 ai", "录一段哼唱 生成歌词"]}, {"tier": 3, "r": "录配音/解说是视频制作核心刚需,教程海量搜得准", "q": ["自己录配音 设备 技巧", "短视频解说配音 怎么录", "手机录音 配音降噪"]}, {"tier": 1, "r": "现场弹唱录BGM成立但与AIGC脱节,内容零散", "q": ["自己录bgm 背景音乐", "原创配乐 怎么录"]}, {"tier": 0, "r": "字幕是覆盖画面的文字,录音无法直接产出", "q": []}, {"tier": 0, "r": "标题是文字,录音无法产出", "q": []}, {"tier": 0, "r": "正文是连续陈述文字,录音无法直接产出", "q": []}, {"tier": 0, "r": "成品图是图像,录音无法产出", "q": []}, {"tier": 0, "r": "视频成品是视听整片,录音只是其中一轨非整片", "q": []}, {"tier": 0, "r": "合成图是图像,录音无法产出", "q": []}, {"tier": 0, "r": "知识库是结构化文字资料,录音无法直接产出", "q": []}], [{"tier": 3, "r": "打字写prompt是AIGC第一刚需,教程海量,搜得最准", "q": ["sd提示词怎么写 新手", "midjourney prompt 公式", "ai绘画关键词 大全"]}, {"tier": 3, "r": "写负向提示词是高频核心技巧,教程多搜得准", "q": ["负向提示词 万能模板", "negative prompt 必填 有哪些", "sd反向词 怎么填"]}, {"tier": 2, "r": "写人物/场景描述是刚需,教程多但与prompt部分重叠", "q": ["ai人物描述 怎么写", "角色设定 描述词 生图"]}, {"tier": 3, "r": "调采样步数/CFG/seed是核心调参,教程海量搜得准", "q": ["cfg采样步数 怎么调", "sd采样器 哪个好 对比", "seed固定 怎么用"]}, {"tier": 2, "r": "设分辨率/画幅/时长是高频但偏基础,教程多", "q": ["sd出图分辨率 怎么设", "ai视频 画幅比例 设置"]}, {"tier": 2, "r": "填LoRA权重数值是常见调参,但'键入模型权重'措辞偏窄", "q": ["lora权重 数值 怎么调", "多个lora 权重配比"]}, {"tier": 1, "r": "手动打分驱动取舍成立但无learn价值,query泛", "q": ["生图打分 怎么评", "候选图评分 标准"]}, {"tier": 1, "r": "键入评语反馈成立但偏主观,无成体系教程", "q": ["ai生图 反馈意见 怎么提", "修改意见 描述给ai"]}, {"tier": 2, "r": "手搭ComfyUI工作流节点是热门技能,但'键入'措辞偏窄", "q": ["comfyui工作流 搭建 教程", "节点连线 怎么配 新手"]}, {"tier": 2, "r": "填xyz plot批量参数是实用技能,教程中等", "q": ["xyz plot 怎么用 对比参数", "批量出图 参数设置 sd"]}, {"tier": 1, "r": "键入脚本驱动数字人成立但偏'输入脚本',与t31重叠", "q": ["数字人 输入文案 生成口播", "填脚本 数字人说话"]}, {"tier": 1, "r": "手填版式参数少见,无独立know-how", "q": ["海报版式 参数设置", "排版尺寸 怎么填"]}, {"tier": 2, "r": "填提示词模板槽位是实用技巧,教程中等", "q": ["提示词模板 怎么套用 填空", "prompt模板 占位符 替换"]}, {"tier": 0, "r": "参考图是图像,键入打字无法产出图", "q": []}, {"tier": 0, "r": "参考视频是视觉,键入无法产出", "q": []}, {"tier": 0, "r": "参考音频是声音,键入无法产出", "q": []}, {"tier": 0, "r": "对标内容是别人成品案例,键入无法产出", "q": []}, {"tier": 0, "r": "分镜图是画出的视觉设定,键入文字无法产出", "q": []}, {"tier": 1, "r": "选填转场效果参数成立但偏基础,query泛", "q": ["剪映转场 参数设置", "转场时长 怎么调"]}, {"tier": 0, "r": "蒙版是黑白图,键入打字无法产出", "q": []}, {"tier": 0, "r": "控制图是结构图,键入文字无法产出", "q": []}, {"tier": 1, "r": "键入轨迹参数小众,内容稀少", "q": ["运镜参数 怎么填 ai视频", "摄像机轨迹 数值设置"]}, {"tier": 1, "r": "调滤镜/调色参数成立但偏基础,query泛", "q": ["剪映滤镜参数 调色", "lut强度 怎么调"]}, {"tier": 1, "r": "文字描述构图布局成立但少有独立教程", "q": ["构图 描述词 怎么写 ai", "画面布局 prompt 关键词"]}, {"tier": 0, "r": "截图是图像,键入打字无法产出", "q": []}, {"tier": 0, "r": "视频片段是视觉素材,键入无法产出", "q": []}, {"tier": 0, "r": "转场片段是视频,键入无法产出", "q": []}, {"tier": 0, "r": "关键帧是图像,键入无法产出", "q": []}, {"tier": 0, "r": "音效是声音素材,键入无法产出", "q": []}, {"tier": 1, "r": "填特效参数成立但偏基础,query泛", "q": ["剪映特效参数 怎么调", "ae特效 数值设置"]}, {"tier": 2, "r": "打字写大纲(或提示AI生)是常见操作,但与脚本重叠", "q": ["视频大纲 怎么写 模板", "文章提纲 ai生成 prompt"]}, {"tier": 3, "r": "写口播/短视频脚本是创作刚需,教程海量搜得准", "q": ["短视频脚本 怎么写 模板", "口播文案 结构 万能公式", "带货脚本 怎么写"]}, {"tier": 2, "r": "写分镜脚本是实用技能,教程中等,搜得较准", "q": ["分镜脚本 怎么写 表格", "ai视频 分镜表 模板"]}, {"tier": 1, "r": "键入剪辑脚本/卡点表少见,内容零散", "q": ["卡点表 怎么做 剪映", "剪辑时间轴 文字编排"]}, {"tier": 2, "r": "写配音文案/解说词是高频,教程多但与脚本重叠", "q": ["解说文案 怎么写 配音", "旁白文案 写作技巧"]}, {"tier": 0, "r": "底图是图像,键入打字无法产出", "q": []}, {"tier": 0, "r": "样图是候选图像,键入无法产出", "q": []}, {"tier": 0, "r": "分镜视频是视觉,键入无法产出", "q": []}, {"tier": 0, "r": "图层组合是图像分层,键入无法产出", "q": []}, {"tier": 0, "r": "拼图是图像并置,键入无法产出", "q": []}, {"tier": 3, "r": "写歌词(或AI生歌词)是Suno类高频刚需,教程多搜得准", "q": ["ai写歌词 prompt 怎么写", "suno歌词格式 怎么填", "写歌词 押韵 技巧"]}, {"tier": 0, "r": "配音是人声音频,键入打字无法直接产出", "q": []}, {"tier": 0, "r": "BGM是音频,键入打字无法直接产出", "q": []}, {"tier": 2, "r": "手打/校对字幕文本是高频实操,教程多但偏基础", "q": ["视频字幕 怎么加 手打", "字幕自动识别 校对 修改"]}, {"tier": 3, "r": "写爆款标题是流量刚需,教程海量搜得准", "q": ["爆款标题 怎么写 公式", "小红书标题 模板 套路", "视频标题 起名 技巧"]}, {"tier": 3, "r": "写笔记/文章正文是内容创作刚需,教程海量搜得准", "q": ["小红书正文 怎么写 模板", "公众号文案 写作技巧", "ai写文章 prompt"]}, {"tier": 0, "r": "成品图是图像,键入打字无法产出", "q": []}, {"tier": 0, "r": "视频成品是视听整片,键入无法直接产出", "q": []}, {"tier": 0, "r": "合成图是图像,键入无法产出", "q": []}, {"tier": 1, "r": "手敲知识条目建库成立但偏基础,无独立know-how", "q": ["手动整理知识库 喂ai", "知识条目 录入 格式"]}], [{"tier": 2, "r": "prompt 优选/对比有内容但散，多藏在出图教程里，需细化才准", "q": ["AI出图怎么从多个prompt里选最好的", "stable diffusion prompt对比测试", "多组提示词效果对比挑选"]}, {"tier": 1, "r": "负向词极少形成多候选挑选场景，专门 know-how 几无", "q": ["负向提示词怎么选", "negative prompt 哪个效果好"]}, {"tier": 0, "r": "描述是生成依据，不构成多候选挑选", "q": []}, {"tier": 0, "r": "参数是调而非从候选挑选，语义不成立", "q": []}, {"tier": 0, "r": "规格设定不存在多候选挑选", "q": []}, {"tier": 2, "r": "选模型/LoRA 有海量测评对比，但偏检索且 query 需带场景", "q": ["写实大模型哪个好对比", "SD真人LoRA推荐对比测评", "checkpoint模型怎么挑选"]}, {"tier": 0, "r": "选取一个评分语义不成立", "q": []}, {"tier": 0, "r": "评语不构成多候选挑选对象", "q": []}, {"tier": 1, "r": "选工作流偏检索现成 workflow，挑选 know-how 稀薄", "q": ["comfyui工作流哪个好用", "选哪个出图工作流"]}, {"tier": 0, "r": "批处理配置不构成多候选挑选", "q": []}, {"tier": 1, "r": "选数字人形象偏挑产品，专门挑选技巧少", "q": ["数字人形象怎么选", "AI数字人模特挑选"]}, {"tier": 1, "r": "选版式成立但无专门挑选 know-how，多是套模板", "q": ["海报版式怎么选", "PPT版式挑选技巧"]}, {"tier": 1, "r": "选模板成立但挑选环节没系统教程", "q": ["剪映模板怎么挑", "卡点模板哪个好用"]}, {"tier": 1, "r": "选参考图较随性，专门挑选方法内容零散", "q": ["AI画图参考图怎么选", "风格参考图挑选"]}, {"tier": 1, "r": "选参考视频小众，挑选 know-how 稀少", "q": ["运镜参考视频怎么选", "动作迁移参考视频挑选"]}, {"tier": 1, "r": "选参考音色成立但内容稀少零散", "q": ["AI配音参考音色怎么选", "声音克隆样本怎么挑"]}, {"tier": 1, "r": "选对标更偏检索找账号，挑选本身教程少", "q": ["怎么找对标账号", "爆款对标怎么挑"]}, {"tier": 1, "r": "选分镜图小众，专门挑选内容稀少", "q": ["分镜图怎么选", "分镜方案挑选"]}, {"tier": 2, "r": "剪映转场选用教程多，但 query 偏向'怎么用'而非'挑选'", "q": ["剪映转场怎么选好看", "视频转场效果挑选技巧", "哪种转场最自然"]}, {"tier": 0, "r": "蒙版不构成多候选挑选", "q": []}, {"tier": 0, "r": "控制图是约束输入，无挑选场景", "q": []}, {"tier": 0, "r": "运动轨迹是约束输入，不构成挑选", "q": []}, {"tier": 2, "r": "选滤镜/调色预设教程多刚需，但 query 多为'用'非'挑'", "q": ["剪映滤镜怎么选最显高级", "调色预设怎么挑", "LUT滤镜搭配选择"]}, {"tier": 1, "r": "选构图布局偏构图教学，挑选环节内容散", "q": ["构图怎么选", "画面布局方案挑选"]}, {"tier": 1, "r": "截图里挑一张较随手，无专门挑选 know-how", "q": ["视频截图怎么挑封面", "怎么截好看的图"]}, {"tier": 2, "r": "剪辑选素材/选镜头是刚需，但教程多讲'怎么剪'非纯挑选", "q": ["剪辑怎么挑素材片段", "空镜素材怎么选", "视频选镜头技巧"]}, {"tier": 1, "r": "选转场片段小众，专门挑选内容稀少", "q": ["转场素材怎么选", "过渡片段挑选"]}, {"tier": 2, "r": "视频里挑代表帧做封面/对照有内容，但较散需细化", "q": ["怎么从视频里挑关键帧做封面", "视频抽帧选哪一帧", "代表帧挑选技巧"]}, {"tier": 1, "r": "音效库里选音效常见但无系统挑选 know-how", "q": ["剪映音效怎么选", "视频音效挑选"]}, {"tier": 2, "r": "剪映特效选用教程多，但 query 偏'怎么加'非'挑选'", "q": ["剪映特效怎么选不土", "视频特效挑选搭配", "哪些特效高级感"]}, {"tier": 1, "r": "AI 出多版大纲挑一个偶有，但挑选 know-how 薄", "q": ["AI生成大纲怎么选", "多个大纲方案怎么挑"]}, {"tier": 0, "r": "脚本不构成'多候选一次挑选'场景", "q": []}, {"tier": 0, "r": "分镜脚本不构成多候选挑选", "q": []}, {"tier": 0, "r": "剪辑脚本是编排非候选挑选", "q": []}, {"tier": 0, "r": "配音文案不构成多候选挑选", "q": []}, {"tier": 1, "r": "选底图成立但挑选环节无专门教程", "q": ["局部重绘底图怎么选", "改图底图挑选"]}, {"tier": 3, "r": "AI 出图后从候选挑图是刚需，教程海量、搜得对口", "q": ["AI出图怎么挑选最好的一张", "SD候选图怎么筛选", "midjourney四张图怎么选"]}, {"tier": 1, "r": "粗剪分镜视频里挑选小众，挑选内容稀少", "q": ["AI生成分镜视频怎么挑", "多版分镜视频选哪个"]}, {"tier": 0, "r": "图层组合不构成多候选挑选", "q": []}, {"tier": 0, "r": "拼图是组合产物，不构成挑选", "q": []}, {"tier": 1, "r": "Suno 出多版歌词挑一个偶有，挑选 know-how 薄", "q": ["AI生成歌词怎么选", "多版歌词怎么挑"]}, {"tier": 2, "r": "AI 配音选音色刚需教程多，但 query 偏'哪个音色好'", "q": ["AI配音音色怎么选", "哪个配音音色自然", "剪映配音音色挑选"]}, {"tier": 2, "r": "选 BGM/卡点选曲海量教程，但 query 偏'推荐'非'挑选'", "q": ["视频背景音乐怎么选", "卡点BGM怎么挑", "vlog配乐选什么"]}, {"tier": 0, "r": "字幕不构成多候选挑选", "q": []}, {"tier": 2, "r": "起一堆标题挑爆款有内容，但偏'怎么起'非纯挑选", "q": ["小红书标题怎么挑爆款", "多个标题方案怎么选", "视频标题怎么选点击高"]}, {"tier": 0, "r": "正文不构成'多候选一次挑选'场景", "q": []}, {"tier": 2, "r": "从成品图集挑封面/挑发图有内容，与样图重叠、query 需细化", "q": ["小红书发图怎么挑封面", "一组图选哪张当封面", "成品图怎么选发布"]}, {"tier": 0, "r": "视频成品是终态，不构成多候选挑选", "q": []}, {"tier": 0, "r": "合成图是终态产物，不构成挑选", "q": []}, {"tier": 0, "r": "知识库不构成多候选挑选对象", "q": []}], [{"tier": 0, "r": "提示词是文本指令，不存在按几何/时间裁切的语义", "q": []}, {"tier": 0, "r": "负向提示词为文本，无几何/时间维度可裁", "q": []}, {"tier": 0, "r": "描述是文字刻画，裁切对其无意义", "q": []}, {"tier": 0, "r": "生成参数是数值配置，无可裁切的几何/时间块", "q": []}, {"tier": 1, "r": "裁切恰对应画幅/尺寸规格，但属参数设定无独立know-how", "q": ["剪映视频裁剪尺寸怎么设", "横屏裁成竖屏比例"]}, {"tier": 0, "r": "模型权重为权重文件，无几何/时间维度可切", "q": []}, {"tier": 0, "r": "评分是定量结论，裁切语义不成立", "q": []}, {"tier": 0, "r": "评语是定性文字意见，无几何切片含义", "q": []}, {"tier": 0, "r": "工作流是流程编排，非可几何裁切的对象", "q": []}, {"tier": 0, "r": "批处理是执行配置，裁切对其无意义", "q": []}, {"tier": 0, "r": "数字人是可驱动形象，非按规则裁切的对象", "q": []}, {"tier": 1, "r": "版式可裁出局部布局，但供给度与手艺价值都低", "q": ["海报版式怎么裁出局部"]}, {"tier": 1, "r": "模板可截取片段复用，成立但教程稀少", "q": ["剪映模板片段裁剪复用"]}, {"tier": 2, "r": "裁参考图取局部做ref很常见，但偏操作非核心手艺", "q": ["参考图怎么裁取局部喂SD", "抠出参考图构图区域"]}, {"tier": 2, "r": "截取参考视频片段做动作/风格迁移输入很常用", "q": ["参考视频怎么截取片段做动作迁移", "剪取参考视频喂runway"]}, {"tier": 2, "r": "裁取参考音频片段做音色克隆输入是刚需操作", "q": ["参考音频截取多长适合克隆音色", "裁取干净人声样本"]}, {"tier": 1, "r": "对标内容是整体案例，裁切局部意义弱", "q": ["截取爆款视频片段拆解"]}, {"tier": 1, "r": "分镜图按格裁单镜成立，但供给少", "q": ["分镜图怎么裁成单格"]}, {"tier": 0, "r": "转场是效果配置，无几何/时间块可裁", "q": []}, {"tier": 1, "r": "按矩形规则裁出蒙版区域成立但无独立手艺", "q": ["按区域裁出蒙版范围"]}, {"tier": 1, "r": "控制图可裁局部，但属预处理附属操作", "q": ["控制图怎么裁取局部区域"]}, {"tier": 0, "r": "运动轨迹是跨帧路径输入，非按规则裁切对象", "q": []}, {"tier": 0, "r": "滤镜是效果配置，无几何/时间维度可裁", "q": []}, {"tier": 1, "r": "按区域裁出构图布局成立，但与裁切耦合弱", "q": ["裁剪重构画面构图"]}, {"tier": 2, "r": "截图后裁出需要的部分极高频，但手艺含量一般", "q": ["截图怎么裁掉多余部分", "长截图怎么裁成需要的区域"]}, {"tier": 3, "r": "按时间轴截取视频片段是剪辑刚需、教程海量、搜得准", "q": ["剪映怎么截取视频片段", "视频按时间裁切一段保存", "premiere裁剪视频clip"]}, {"tier": 1, "r": "裁出转场片段成立但供给少", "q": ["怎么裁出转场用的过渡片段"]}, {"tier": 1, "r": "裁切偏连续段，关键帧偏离散点，与抽帧重叠且弱", "q": ["视频裁出关键帧画面"]}, {"tier": 2, "r": "按时间截取音效片段是剪辑常见操作", "q": ["怎么截取一段音效", "剪映音频裁剪取片段"]}, {"tier": 0, "r": "特效是动态效果配置，无几何块可裁", "q": []}, {"tier": 1, "r": "按段落位置取大纲片段成立但无know-how", "q": ["大纲怎么截取某一段"]}, {"tier": 1, "r": "按位置取脚本片段成立，价值低", "q": ["脚本怎么截取一段"]}, {"tier": 1, "r": "取分镜脚本某几镜成立但无独立手艺", "q": ["分镜脚本怎么截取部分镜头"]}, {"tier": 1, "r": "剪辑脚本时间轴上裁段成立，价值低", "q": ["剪辑脚本怎么裁取时间段"]}, {"tier": 1, "r": "按句取配音文案片段成立，无know-how", "q": ["配音文案怎么截取段落"]}, {"tier": 2, "r": "裁底图到目标画幅再重绘是常见前置操作", "q": ["底图怎么裁好再局部重绘", "SD底图裁切比例"]}, {"tier": 1, "r": "裁样图局部对照成立，价值低", "q": ["候选图怎么裁出局部对比"]}, {"tier": 1, "r": "按时间裁分镜视频成立但偏粗剪操作", "q": ["分镜视频怎么裁取镜头"]}, {"tier": 1, "r": "按区域裁图层组合成立，手艺含量低", "q": ["PSD怎么裁切画布区域"]}, {"tier": 2, "r": "从拼图/九宫格按格裁出单张是高频实用操作", "q": ["九宫格图怎么裁成单张", "拼图怎么裁切分开"]}, {"tier": 1, "r": "按句取歌词片段成立但无制作know-how", "q": ["歌词怎么截取片段"]}, {"tier": 2, "r": "按时间裁切配音音频去掉多余是常见操作", "q": ["配音怎么裁掉开头停顿", "剪辑配音音频裁段"]}, {"tier": 2, "r": "截取BGM片段卡进时长是剪辑刚需", "q": ["BGM怎么截取一段卡时长", "剪映背景音乐裁剪"]}, {"tier": 1, "r": "字幕按时间裁段成立但无独立手艺", "q": ["字幕文件怎么截取时间段"]}, {"tier": 0, "r": "标题是浓缩短句，按规则裁切无意义", "q": []}, {"tier": 1, "r": "按段落位置取正文片段成立，无know-how", "q": ["长文怎么截取段落"]}, {"tier": 2, "r": "裁切成品图到目标尺寸/构图很高频但手艺一般", "q": ["成品图怎么裁成想要的尺寸", "AI出图裁掉边缘"]}, {"tier": 2, "r": "成片按时间裁出分段/卡点片段常见操作", "q": ["视频成品怎么裁成片段发", "成片裁剪导出"]}, {"tier": 1, "r": "裁合成图局部成立，价值低", "q": ["合成图怎么裁取局部"]}, {"tier": 0, "r": "知识库是资料汇集，无几何/时间块可裁", "q": []}], [{"tier": 0, "r": "提示词是文本，无语义对象/图层可抠取", "q": []}, {"tier": 0, "r": "负向提示词为文本，抠取语义不成立", "q": []}, {"tier": 0, "r": "描述是文字，无对象轮廓可分割", "q": []}, {"tier": 0, "r": "生成参数是数值，无可分割结构", "q": []}, {"tier": 0, "r": "规格参数为格式数值，抠取不成立", "q": []}, {"tier": 0, "r": "模型权重是权重文件，无语义对象可抠", "q": []}, {"tier": 0, "r": "评分是数值，无可分割对象", "q": []}, {"tier": 0, "r": "评语是文字意见，抠取无意义", "q": []}, {"tier": 1, "r": "拆工作流提取子流程成立，但供给少", "q": ["comfyui工作流怎么拆出子节点组"]}, {"tier": 0, "r": "批处理是执行配置，无语义对象可抠", "q": []}, {"tier": 1, "r": "从素材抠出数字人形象成立，但偏冷门", "q": ["怎么抠出人物做数字人形象"]}, {"tier": 1, "r": "从设计稿抠出版式元素成立，价值低", "q": ["怎么抠出海报版式元素"]}, {"tier": 1, "r": "拆模板提取槽位结构成立但无独立手艺", "q": ["剪辑模板怎么拆出可复用结构"]}, {"tier": 2, "r": "抠出主体做参考图很常用，但偏操作非核心", "q": ["抠出人物当参考图", "怎么把主体抠出来做ref"]}, {"tier": 1, "r": "抠取参考视频中主体成立但需求弱", "q": ["视频里怎么抠出人物做参考"]}, {"tier": 2, "r": "从音频分离出人声/伴奏做参考很常见", "q": ["怎么把人声从歌里分离出来", "提取干声做参考音色"]}, {"tier": 1, "r": "对标内容是整体案例，抠取局部意义弱", "q": ["怎么从爆款里抠出可用元素"]}, {"tier": 1, "r": "从分镜图抠主体成立但供给少", "q": ["分镜图怎么抠出角色"]}, {"tier": 0, "r": "转场是效果配置，无语义对象可抠", "q": []}, {"tier": 3, "r": "按对象边界生成蒙版即抠图核心，SD/PS刚需教程海量", "q": ["PS怎么抠图生成蒙版", "SD按主体生成mask", "抠出选区做蒙版重绘"]}, {"tier": 2, "r": "从图抠出pose/边缘等结构图属ControlNet常见前处理", "q": ["怎么抠出人物骨架pose图", "分割出主体做控制图"]}, {"tier": 1, "r": "从参考视频抠出运动轨迹成立但偏小众", "q": ["怎么从视频提取运动轨迹"]}, {"tier": 0, "r": "滤镜是效果配置，无语义对象可分割", "q": []}, {"tier": 1, "r": "抠出元素分析构图布局成立但价值低", "q": ["怎么抠出元素看构图布局"]}, {"tier": 1, "r": "从截图抠出局部对象成立，手艺一般", "q": ["截图怎么抠出某个物体"]}, {"tier": 1, "r": "从视频片段抠主体成立但与抠图主战场重叠", "q": ["视频片段怎么抠出主体"]}, {"tier": 0, "r": "转场片段是过渡视频整体，无内部语义对象可抠", "q": []}, {"tier": 1, "r": "从关键帧抠主体成立，与抠图重叠且弱", "q": ["关键帧怎么抠出人物"]}, {"tier": 2, "r": "从混合音轨分离出音效成立、有需求", "q": ["怎么从视频里提取音效", "分离背景音里的音效"]}, {"tier": 0, "r": "特效是动态配置，无可抠语义对象", "q": []}, {"tier": 0, "r": "大纲是纲要文字，无语义对象/图层可抠", "q": []}, {"tier": 0, "r": "脚本是有序文本，抠取语义不成立", "q": []}, {"tier": 0, "r": "分镜脚本是文字规划，无对象轮廓可抠", "q": []}, {"tier": 0, "r": "剪辑脚本是时间轴文本，无语义对象可抠", "q": []}, {"tier": 0, "r": "配音文案是文字，无图层/轨道可拆", "q": []}, {"tier": 2, "r": "从底图抠出主体再局部重绘是常见编辑链路", "q": ["底图怎么抠出主体重绘背景", "抠出对象换底图"]}, {"tier": 1, "r": "从候选图抠主体成立但价值低", "q": ["候选图怎么抠出主体"]}, {"tier": 1, "r": "从分镜视频拆出单镜成立，偏粗剪操作", "q": ["分镜视频怎么拆成单镜"]}, {"tier": 2, "r": "拆PSD分图层是设计常见操作、教程不少", "q": ["PSD怎么拆分图层", "怎么把合成图拆成图层"]}, {"tier": 2, "r": "按格分割拼图属语义边界切，常见实用", "q": ["拼图怎么分割成单张", "九宫格按格子拆开"]}, {"tier": 0, "r": "歌词是文字，无语义对象可抠", "q": []}, {"tier": 2, "r": "从混音分离出配音人声轨成立、有需求", "q": ["怎么从成片分离出配音人声", "提取视频里的人声轨"]}, {"tier": 2, "r": "从歌曲分离出BGM/伴奏是常见刚需", "q": ["怎么从歌里分离出伴奏", "提取视频背景音乐"]}, {"tier": 1, "r": "从硬字幕画面抠出字幕成立但偏冷门", "q": ["怎么把硬字幕从画面里去掉抠出"]}, {"tier": 0, "r": "标题是短文本，无语义对象可抠", "q": []}, {"tier": 0, "r": "正文是连续文字，抠取语义不成立", "q": []}, {"tier": 3, "r": "抠图/分割主体出干净成品图是PS/SD刚需、教程海量", "q": ["怎么抠图换背景出成品", "AI一键抠出主体", "SD分割主体保留输出"]}, {"tier": 1, "r": "从成片拆出镜头/轨道成立但偏小众", "q": ["视频成品怎么拆出轨道"]}, {"tier": 2, "r": "从合成图抠出某元素再编辑是常见操作", "q": ["合成图怎么抠出某个元素", "从拼合图里抠出局部"]}, {"tier": 0, "r": "知识库是资料汇集，无语义对象/图层可抠", "q": []}], [{"tier": 0, "r": "提示词是文本，无时序媒体可抽帧", "q": []}, {"tier": 0, "r": "负向提示词为文本，抽帧不成立", "q": []}, {"tier": 0, "r": "描述是文字，无时序帧可抽", "q": []}, {"tier": 0, "r": "生成参数是数值，抽帧语义不成立", "q": []}, {"tier": 0, "r": "规格参数为静态数值，无帧可抽", "q": []}, {"tier": 0, "r": "模型权重是权重文件，非时序媒体", "q": []}, {"tier": 0, "r": "评分是数值结论，无帧可抽", "q": []}, {"tier": 0, "r": "评语是文字，抽帧不成立", "q": []}, {"tier": 0, "r": "工作流是流程配置，非时序媒体", "q": []}, {"tier": 0, "r": "批处理是执行配置，无帧可抽", "q": []}, {"tier": 1, "r": "从数字人视频抽代表帧成立但需求弱", "q": ["数字人视频怎么抽一帧"]}, {"tier": 0, "r": "版式是静态布局骨架，无时序帧可抽", "q": []}, {"tier": 1, "r": "从视频模板抽代表帧成立，价值低", "q": ["视频模板怎么抽预览帧"]}, {"tier": 2, "r": "从视频抽帧做参考图是常用取材手法", "q": ["怎么从视频抽一帧做参考图", "视频截取静帧当ref"]}, {"tier": 1, "r": "参考视频自身被整体看，抽帧偏弱", "q": ["参考视频怎么抽关键帧看动作"]}, {"tier": 0, "r": "抽帧针对视觉帧，音频无帧可抽（采样属抠取）", "q": []}, {"tier": 1, "r": "从对标视频抽帧拆解成立但偏分析", "q": ["爆款视频抽帧拆解画面"]}, {"tier": 1, "r": "分镜图是规划静图，抽帧概念错位", "q": ["从动态分镜抽出单格"]}, {"tier": 0, "r": "转场是效果配置，无时序帧可抽", "q": []}, {"tier": 1, "r": "抽帧后逐帧生成蒙版成立但偏自动化附属", "q": ["视频抽帧逐帧做蒙版"]}, {"tier": 2, "r": "视频抽帧逐帧出控制图是视频转绘常见前处理", "q": ["视频抽帧做controlnet序列", "逐帧抽出pose控制图"]}, {"tier": 1, "r": "抽帧分析运动轨迹成立但路径本质连续", "q": ["抽帧分析镜头运动"]}, {"tier": 0, "r": "滤镜是效果配置，无帧可抽", "q": []}, {"tier": 1, "r": "抽帧分析构图布局成立但偏研究", "q": ["抽帧看视频构图"]}, {"tier": 1, "r": "抽帧本质就是从视频截图，与截图重叠", "q": ["视频怎么抽帧保存为图"]}, {"tier": 2, "r": "从视频片段抽代表帧/采样帧很常见", "q": ["视频片段怎么提取关键帧", "ffmpeg按间隔抽帧"]}, {"tier": 1, "r": "从转场片段抽帧成立但需求小", "q": ["转场片段怎么抽帧"]}, {"tier": 3, "r": "视频抽关键帧正是抽帧本义，剪辑/转绘高频教程多", "q": ["剪映视频怎么提取关键帧", "视频抽取关键帧的方法", "ffmpeg提取视频关键帧"]}, {"tier": 0, "r": "音效是音频，抽帧针对视觉帧不成立", "q": []}, {"tier": 0, "r": "特效是动态配置，非可抽帧的时序媒体素材", "q": []}, {"tier": 0, "r": "大纲是文字，无时序帧可抽", "q": []}, {"tier": 0, "r": "脚本是文本，抽帧不成立", "q": []}, {"tier": 0, "r": "分镜脚本是文字规划，无帧可抽", "q": []}, {"tier": 0, "r": "剪辑脚本是文本时间轴，无帧可抽", "q": []}, {"tier": 0, "r": "配音文案是文字，无时序帧可抽", "q": []}, {"tier": 2, "r": "从视频抽一帧做底图再编辑是常见取材链路", "q": ["视频抽帧当底图再加工", "截取视频帧做底图重绘"]}, {"tier": 1, "r": "从生成视频抽帧当候选图成立，价值低", "q": ["AI视频抽帧挑候选图"]}, {"tier": 2, "r": "从分镜视频逐镜抽代表帧对照成立常见", "q": ["分镜视频怎么抽每镜首帧", "逐镜抽帧做预览"]}, {"tier": 0, "r": "图层组合是静态分层图，无时序帧可抽", "q": []}, {"tier": 1, "r": "抽多帧拼成对比拼图成立但偏组合", "q": ["视频抽多帧拼成九宫格"]}, {"tier": 0, "r": "歌词是文字，无时序帧可抽", "q": []}, {"tier": 0, "r": "配音是音频，抽帧针对视觉帧不成立", "q": []}, {"tier": 0, "r": "BGM是音频，无视觉帧可抽", "q": []}, {"tier": 1, "r": "抽帧逐帧OCR提取字幕成立但偏识别附属", "q": ["视频抽帧提取字幕"]}, {"tier": 0, "r": "标题是文本，无帧可抽", "q": []}, {"tier": 0, "r": "正文是文字，抽帧不成立", "q": []}, {"tier": 2, "r": "从视频抽出精彩帧当成品图很常见、有需求", "q": ["视频里怎么抽出一张高清图", "抽帧导出当封面成品图"]}, {"tier": 1, "r": "从成片抽代表帧做封面/预览成立但偏弱", "q": ["视频成品抽帧做封面"]}, {"tier": 0, "r": "合成图是静态单图，无时序帧可抽", "q": []}, {"tier": 0, "r": "知识库是资料汇集，非时序媒体", "q": []}], [{"tier": 0, "r": "提示词本是显式文本，无需识别，语义不成立", "q": []}, {"tier": 0, "r": "负向提示词亦为显式文本，识别无对象", "q": []}, {"tier": 0, "r": "描述本身是文字，无需识别提取", "q": []}, {"tier": 1, "r": "识别已显示的参数数值（截图读参），成立但教程稀少", "q": ["截图识别 SD 生成参数", "OCR 提取出图参数"]}, {"tier": 1, "r": "识别画面分辨率/画幅等规格，价值低且少专门教程", "q": ["识别视频分辨率帧率", "图片尺寸规格读取"]}, {"tier": 0, "r": "模型权重为二进制文件，无表层信息可识别", "q": []}, {"tier": 0, "r": "评分是评判结论，非可识别的表层信息", "q": []}, {"tier": 0, "r": "评语是定性判断，非显式可识别对象", "q": []}, {"tier": 1, "r": "识别工作流截图里的节点连线，成立但教程散", "q": ["截图还原 ComfyUI 工作流", "识别节点图连接"]}, {"tier": 0, "r": "批处理配置非表层可观察信息，识别不成立", "q": []}, {"tier": 1, "r": "识别数字人形象特征（人脸/口型），手艺价值低", "q": ["数字人人脸识别", "口播视频人物检测"]}, {"tier": 1, "r": "识别版式版面区域（版面分析），成立但小众", "q": ["版面区域识别 layout detection", "海报排版结构 OCR"]}, {"tier": 1, "r": "识别模板里的固定文字/槽位，价值有限", "q": ["模板文字 OCR 识别", "识别套版占位区"]}, {"tier": 2, "r": "识别参考图里的文字/物体打标，供给可观但偏辅助", "q": ["参考图自动打标 tagger", "识别图片元素生成标签"]}, {"tier": 1, "r": "识别参考视频中物体/动作，教程零散", "q": ["视频物体识别打标", "参考视频内容检测"]}, {"tier": 2, "r": "参考音频语音转文字（STT 核心场景），供给充足", "q": ["音频转文字 STT", "语音识别转录字幕"]}, {"tier": 2, "r": "识别对标内容里的文案/字幕（OCR 扒文案），运营常用", "q": ["爆款视频字幕OCR提取", "对标笔记文案识别"]}, {"tier": 1, "r": "识别分镜图中的物体/文字标注，价值低", "q": ["分镜图元素识别", "storyboard OCR"]}, {"tier": 0, "r": "转场是效果配置，无表层信息可识别", "q": []}, {"tier": 0, "r": "蒙版本身即黑白区域图，无需再识别", "q": []}, {"tier": 0, "r": "控制图是结构图本体，识别无对象", "q": []}, {"tier": 0, "r": "运动轨迹是路径数据，非可识别表层", "q": []}, {"tier": 0, "r": "滤镜是效果配置，无表层信息识别", "q": []}, {"tier": 1, "r": "识别构图布局中元素位置（版面检测），价值偏低", "q": ["画面构图元素识别", "布局区域检测"]}, {"tier": 1, "r": "识别截图里的文字/物体（OCR），成立但截图本身无沉淀手艺", "q": ["截图 OCR 文字识别", "屏幕截图物体检测"]}, {"tier": 2, "r": "视频片段物体/场景识别打标建库，供给可观", "q": ["视频片段自动打标", "素材镜头场景识别"]}, {"tier": 0, "r": "转场片段是过渡视频，识别表层无意义", "q": []}, {"tier": 1, "r": "识别关键帧里的物体/文字，成立但少专门教程", "q": ["关键帧物体识别", "视频帧 OCR"]}, {"tier": 1, "r": "识别音效类别（声音事件检测），小众", "q": ["音效识别分类", "声音事件检测"]}, {"tier": 0, "r": "特效是动态效果配置，无表层信息可识别", "q": []}, {"tier": 0, "r": "大纲本是文字骨架，无需识别", "q": []}, {"tier": 0, "r": "脚本是显式文本，识别不成立", "q": []}, {"tier": 0, "r": "分镜脚本为文字，无需识别", "q": []}, {"tier": 0, "r": "剪辑脚本是时间轴文本，识别无对象", "q": []}, {"tier": 0, "r": "配音文案本是文字，识别不成立", "q": []}, {"tier": 1, "r": "识别底图中的物体/文字以便编辑，价值低", "q": ["底图物体识别", "图片内容检测打标"]}, {"tier": 1, "r": "识别样图里元素辅助挑选，成立但少教程", "q": ["候选图元素识别", "样图自动打标"]}, {"tier": 1, "r": "识别分镜视频画面内容，价值低", "q": ["分镜视频画面识别", "粗剪视频物体检测"]}, {"tier": 0, "r": "图层组合是分层工作文件，非表层识别对象", "q": []}, {"tier": 1, "r": "识别拼图各格内容，成立但小众", "q": ["九宫格内容识别", "拼图分格检测"]}, {"tier": 0, "r": "歌词本是文字，识别不成立", "q": []}, {"tier": 2, "r": "配音语音转文字提取台词，STT 常用场景", "q": ["配音转文字提取", "人声音频转录"]}, {"tier": 1, "r": "识别BGM曲目（听歌识曲），与制作手艺弱相关", "q": ["视频BGM识别", "背景音乐听歌识曲"]}, {"tier": 2, "r": "识别画面硬字幕做提取（字幕OCR），常用刚需", "q": ["视频硬字幕OCR提取", "识别画面字幕导出srt"]}, {"tier": 1, "r": "识别图/视频中的标题文字，价值低", "q": ["封面标题文字识别", "视频标题OCR"]}, {"tier": 1, "r": "识别截图正文文字（文档OCR），成立但通用工具非制作手艺", "q": ["截图长文OCR", "文章正文文字识别"]}, {"tier": 2, "r": "识别成品图里物体/文字（图像理解），供给可观", "q": ["成品图物体识别", "AI图片内容识别打标"]}, {"tier": 2, "r": "识别视频成品画面/语音（OCR+STT），供给充足", "q": ["视频内容识别转文字", "成片画面物体检测"]}, {"tier": 1, "r": "识别合成图中物体/文字，成立但少专门教程", "q": ["合成图元素识别", "拼合图物体检测"]}, {"tier": 1, "r": "识别提取信息入库（OCR建库），偏数据流非热门手艺", "q": ["OCR批量建知识库", "识别归档资料库"]}], [{"tier": 3, "r": "图生提示词（反推 prompt）是 SD 核心刚需，教程海量", "q": ["图片反推prompt工具", "SD 图生提示词 tagger", "上传图片生成prompt"]}, {"tier": 1, "r": "反推负向提示词较少独立讨论，常并入正向反推", "q": ["反推负向提示词", "图片推negative prompt"]}, {"tier": 2, "r": "从图反推风格/人物描述文字，供给可观但多并入prompt反推", "q": ["图片风格描述反推", "AI看图写人物描述"]}, {"tier": 1, "r": "反推生成参数（猜采样器/步数）较难且不确定，教程少", "q": ["反推SD生成参数", "看图猜出图参数"]}, {"tier": 0, "r": "规格参数是显式格式信息，无需反推", "q": []}, {"tier": 1, "r": "反推用了哪个模型/LoRA风格，成立但准确性低教程散", "q": ["反推图片用的什么模型", "判断LoRA来源"]}, {"tier": 0, "r": "评分是给出而非反推的对象，语义不成立", "q": []}, {"tier": 0, "r": "评语是产出的意见，非从对象反推的隐含信息", "q": []}, {"tier": 1, "r": "反推一张图背后的工作流，难且无标准答案", "q": ["反推图片生成工作流", "复刻效果的pipeline"]}, {"tier": 0, "r": "批处理配置无法从单一产物反推，语义不成立", "q": []}, {"tier": 1, "r": "反推数字人风格/驱动方式，小众价值低", "q": ["反推数字人制作方式", "分析口播视频风格"]}, {"tier": 1, "r": "反推版式设计意图，成立但偏分析少教程", "q": ["反推海报版式逻辑", "版面设计意图分析"]}, {"tier": 1, "r": "反推模板套路，价值有限", "q": ["反推剪辑模板套路", "拆模板设计思路"]}, {"tier": 3, "r": "参考图反推prompt/风格（抄图复刻），SD刚需教程海量", "q": ["参考图反推prompt复刻", "抄别人的图怎么出prompt", "风格参考图分析提示词"]}, {"tier": 2, "r": "反推参考视频运镜/风格供模仿，供给中等", "q": ["反推视频运镜手法", "分析参考视频风格复刻"]}, {"tier": 2, "r": "反推参考音频音色/唱腔特征供克隆，供给中等", "q": ["分析参考音色特征", "反推唱腔风格克隆"]}, {"tier": 2, "r": "反推对标内容创作手法/意图，运营有价值但偏解构边界", "q": ["反推爆款创作手法", "分析对标作品套路意图"]}, {"tier": 1, "r": "反推分镜图镜头意图/风格，小众", "q": ["分镜图风格反推", "分镜画面意图分析"]}, {"tier": 1, "r": "反推视频里用了什么转场，价值偏低", "q": ["反推视频转场类型", "分析转场怎么做的"]}, {"tier": 2, "r": "从图生成蒙版（自动分割mask），ControlNet/重绘常用", "q": ["自动生成蒙版mask", "图片主体分割遮罩"]}, {"tier": 3, "r": "反推控制图（depth/canny/pose预处理）是ControlNet核心，教程海量", "q": ["ControlNet预处理depth图", "生成canny边缘图", "图片提取pose骨架"]}, {"tier": 1, "r": "从参考视频反推运动轨迹，前沿但教程少", "q": ["视频提取运动轨迹", "反推镜头运动路径"]}, {"tier": 1, "r": "反推图片用了什么滤镜/调色，成立但教程散", "q": ["反推图片调色LUT", "分析滤镜风格复刻"]}, {"tier": 2, "r": "反推构图布局规律供复用，供给中等", "q": ["反推爆款封面构图", "分析画面布局规律"]}, {"tier": 2, "r": "截图反推prompt/风格（抄网图），常见需求供给中等", "q": ["截图反推prompt", "网图抄作业出提示词"]}, {"tier": 1, "r": "反推视频片段拍法/风格，价值偏低", "q": ["反推镜头拍摄手法", "分析素材片段风格"]}, {"tier": 0, "r": "转场片段隐含信息有限，反推价值不成立", "q": []}, {"tier": 2, "r": "关键帧反推prompt做图生视频首帧，供给中等", "q": ["关键帧反推prompt", "视频首帧出提示词"]}, {"tier": 0, "r": "音效隐含信息少，反推不成立", "q": []}, {"tier": 1, "r": "反推视频里特效做法，成立但难且教程散", "q": ["反推视频特效做法", "分析特效怎么实现"]}, {"tier": 1, "r": "从成品反推大纲（与解构接近），价值偏低", "q": ["视频反推内容大纲", "文章反推提纲"]}, {"tier": 1, "r": "从成片反推脚本意图，偏解构边界价值低", "q": ["视频反推脚本", "成片还原脚本"]}, {"tier": 1, "r": "从视频反推分镜脚本，成立但偏解构", "q": ["视频反推分镜脚本", "成片拆分镜"]}, {"tier": 1, "r": "反推剪辑节奏/卡点逻辑，价值偏低", "q": ["反推视频剪辑节奏", "分析卡点逻辑"]}, {"tier": 1, "r": "从配音反推文案口吻/意图，价值低", "q": ["反推配音口吻风格", "分析解说文案套路"]}, {"tier": 1, "r": "反推底图来源/风格，价值偏低", "q": ["反推底图风格", "分析底图来源"]}, {"tier": 2, "r": "反推样图prompt做迭代修图，与图生prompt同源供给中等", "q": ["样图反推prompt微调", "候选图推提示词"]}, {"tier": 1, "r": "反推分镜视频风格意图，小众", "q": ["反推分镜视频风格", "分析粗剪意图"]}, {"tier": 1, "r": "反推图层组合结构，偏解构价值低", "q": ["反推PSD分层结构", "分析设计稿图层"]}, {"tier": 1, "r": "反推拼图布局意图，价值低", "q": ["反推九宫格布局", "分析对比图设计"]}, {"tier": 1, "r": "反推歌词主题/意象，偏文本分析价值低", "q": ["反推歌词意象", "分析歌词主题"]}, {"tier": 1, "r": "反推配音情感/语气特征，价值低", "q": ["分析配音情感语气", "反推配音表达"]}, {"tier": 1, "r": "反推BGM情绪/曲风供选曲，价值偏低", "q": ["分析BGM情绪曲风", "反推背景音乐风格"]}, {"tier": 0, "r": "字幕是显式文字，无隐含信息需反推", "q": []}, {"tier": 1, "r": "反推爆款标题套路，偏运营解构价值低", "q": ["反推爆款标题公式", "分析标题钩子套路"]}, {"tier": 1, "r": "反推正文写作意图/风格，偏文本分析价值低", "q": ["反推文章写作风格", "分析正文意图"]}, {"tier": 3, "r": "成品图反推prompt（图生prompt/抄图）是SD绝对核心，教程极多", "q": ["成品图反推prompt", "AI图反推提示词怎么做", "上传成品图生成SD提示词"]}, {"tier": 2, "r": "从视频成品反推风格/运镜/prompt供复刻，供给中等", "q": ["反推AI视频prompt", "视频成品风格运镜分析复刻"]}, {"tier": 2, "r": "反推合成图各元素prompt/合成手法，供给中等", "q": ["反推合成图prompt", "分析合成图制作手法"]}, {"tier": 1, "r": "反推产出隐含知识入库，偏数据流价值低", "q": ["反推规律沉淀知识库", "隐含手法提炼建库"]}], [{"tier": 1, "r": "解构提示词结构（拆prompt写法），成立但教程散", "q": ["拆解SD提示词结构", "prompt写法分层拆解"]}, {"tier": 0, "r": "负向提示词是词表，无层级结构可解构", "q": []}, {"tier": 1, "r": "解构描述文字的组成维度，价值偏低", "q": ["拆解人物描述维度", "场景描述结构拆解"]}, {"tier": 0, "r": "生成参数是扁平数值集，无层级可解构", "q": []}, {"tier": 0, "r": "规格参数为扁平格式项，解构不成立", "q": []}, {"tier": 0, "r": "模型权重是二进制，无结构层级可解构", "q": []}, {"tier": 0, "r": "评分是单一数值，无结构可解构", "q": []}, {"tier": 1, "r": "解构评语维度（拆评审框架），小众", "q": ["拆解审核意见维度", "评审框架结构化"]}, {"tier": 2, "r": "解构工作流结构（拆ComfyUI节点图逻辑），有学习价值供给中等", "q": ["拆解ComfyUI工作流逻辑", "看懂大佬节点图结构"]}, {"tier": 1, "r": "解构批处理方案结构，小众价值低", "q": ["拆解XYZ批量出图方案", "批处理脚本结构分析"]}, {"tier": 1, "r": "解构数字人构成（形象/驱动/语音模块），价值偏低", "q": ["拆解数字人构成模块", "数字人制作环节分析"]}, {"tier": 2, "r": "解构版式构成（视觉层级/分区），设计常用", "q": ["拆解海报版式结构", "版面视觉层级分析"]}, {"tier": 2, "r": "解构模板槽位结构供仿制，供给中等", "q": ["拆解爆款剪辑模板结构", "模板套路拆解"]}, {"tier": 2, "r": "解构参考图构图/元素层级供复刻，供给可观", "q": ["拆解参考图构图层级", "参考图元素结构分析"]}, {"tier": 2, "r": "解构参考视频镜头/节奏结构，供给中等", "q": ["拆解参考视频镜头结构", "视频节奏分镜拆解"]}, {"tier": 1, "r": "解构参考音频编曲层次，偏乐理小众", "q": ["拆解配乐编曲层次", "音频结构分析"]}, {"tier": 3, "r": "解构对标内容（拆爆款钩子/结构/打法）是运营绝对刚需，教程海量", "q": ["拆解爆款视频结构", "对标笔记逐帧拆解打法", "爆款脚本框架拆解"]}, {"tier": 1, "r": "解构分镜图画面层级，价值偏低", "q": ["拆解分镜图画面层级", "分镜构图分析"]}, {"tier": 0, "r": "转场是单一效果配置，无层级可解构", "q": []}, {"tier": 0, "r": "蒙版是黑白区域图，无结构层级可解构", "q": []}, {"tier": 0, "r": "控制图是单层结构图，解构不成立", "q": []}, {"tier": 0, "r": "运动轨迹是单一路径，无层级可解构", "q": []}, {"tier": 0, "r": "滤镜是单一效果配置，无结构可解构", "q": []}, {"tier": 2, "r": "解构构图布局（前中后景/三分法），生图常学", "q": ["拆解画面构图法则", "前中背景层次分析"]}, {"tier": 1, "r": "解构截图画面构成，成立但截图杂价值低", "q": ["拆解截图画面构成", "截图布局分析"]}, {"tier": 1, "r": "解构视频片段镜头构成，价值偏低", "q": ["拆解单镜头构图", "素材镜头结构分析"]}, {"tier": 0, "r": "转场片段是短过渡视频，无层级可解构", "q": []}, {"tier": 1, "r": "解构关键帧画面构成，价值偏低", "q": ["拆解关键帧构图", "代表帧画面分析"]}, {"tier": 0, "r": "音效是单一短声音，无结构可解构", "q": []}, {"tier": 1, "r": "解构特效合成层级，成立但偏技术小众", "q": ["拆解特效合成层级", "VFX分层结构分析"]}, {"tier": 2, "r": "解构大纲框架（拆内容骨架逻辑），写作常用", "q": ["拆解视频大纲框架", "内容提纲结构分析"]}, {"tier": 2, "r": "解构脚本结构（拆叙事/段落框架），供给中等", "q": ["拆解短视频脚本结构", "脚本叙事框架拆解"]}, {"tier": 2, "r": "解构分镜脚本（拆镜头编排逻辑），供给中等", "q": ["拆解分镜脚本结构", "逐镜编排逻辑分析"]}, {"tier": 2, "r": "解构剪辑脚本（拆时间轴/卡点结构），供给中等", "q": ["拆解剪辑卡点结构", "时间轴编排逻辑分析"]}, {"tier": 1, "r": "解构配音文案结构，偏文本价值低", "q": ["拆解解说文案结构", "配音稿框架分析"]}, {"tier": 1, "r": "解构底图构成层级，价值偏低", "q": ["拆解底图画面层级", "底图构成分析"]}, {"tier": 1, "r": "解构样图构成辅助挑选，价值低", "q": ["拆解候选图构成", "样图画面层级分析"]}, {"tier": 1, "r": "解构分镜视频镜头序列结构，价值偏低", "q": ["拆解分镜视频镜头序列", "粗剪结构分析"]}, {"tier": 2, "r": "解构图层组合（拆PSD分层逻辑），设计/合成常用", "q": ["拆解PSD图层结构", "设计稿分层逻辑分析"]}, {"tier": 1, "r": "解构拼图格子布局，价值偏低", "q": ["拆解九宫格布局逻辑", "拼图排版结构分析"]}, {"tier": 1, "r": "解构歌词结构（主歌副歌），偏文学小众", "q": ["拆解歌词结构主副歌", "词作框架分析"]}, {"tier": 0, "r": "配音是连续音频，无明确层级可结构化解构", "q": []}, {"tier": 0, "r": "BGM乐曲结构分析非常学，制作场景几乎不解构", "q": []}, {"tier": 0, "r": "字幕是顺序文字，无层级结构可解构", "q": []}, {"tier": 2, "r": "解构标题公式（拆爆款标题结构），运营常用", "q": ["拆解爆款标题公式", "标题钩子结构拆解"]}, {"tier": 2, "r": "解构正文结构（拆文章框架/逻辑），写作常用", "q": ["拆解爆文正文结构", "文章框架逻辑拆解"]}, {"tier": 2, "r": "解构成品图构图层级供复刻，供给可观", "q": ["拆解成品图构图层级", "定稿图画面结构分析"]}, {"tier": 2, "r": "解构视频成品（拆分镜/节奏/结构）供模仿，供给中等", "q": ["拆解视频成品分镜结构", "成片节奏框架分析"]}, {"tier": 2, "r": "解构合成图各元素叠加层级，供给中等", "q": ["拆解合成图元素层级", "合成图叠加结构分析"]}, {"tier": 1, "r": "解构知识库结构体系，偏元工作价值低", "q": ["拆解知识库结构体系", "资料库分类框架分析"]}], [{"tier": 3, "r": "AI 写/优化 prompt 是 AIGC 核心，教程海量且 query 极精准", "q": ["AI 绘画 prompt 怎么写", "Midjourney 提示词技巧", "ChatGPT 帮我生成 SD 提示词"]}, {"tier": 1, "r": "生成负向提示词成立但小众，多作正向附带，独立教程少", "q": ["Stable Diffusion 负向提示词怎么填", "通用 negative prompt 模板"]}, {"tier": 2, "r": "AI 写人物/场景描述有价值，教程中等，query 较精准", "q": ["AI 生成人物描述文案", "用 GPT 写场景描述喂给绘画"]}, {"tier": 1, "r": "参数靠设定非生成产物，仅参数推荐语境勉强成立，价值低", "q": ["SD 采样参数推荐", "CFG steps 怎么设最佳"]}, {"tier": 0, "r": "规格参数是格式设定项，非可生成的单件产物，语义不成立", "q": []}, {"tier": 3, "r": "训练 LoRA/Embedding 产出自成一体权重，炼丹教程海量、搜得准", "q": ["怎么训练自己的 LoRA", "SD LoRA 炼丹教程", "Embedding 训练角色一致性"]}, {"tier": 1, "r": "AI 给评分成立但归评估，作为生成原子供给低", "q": ["AI 自动给图片打分", "让模型给作品评分"]}, {"tier": 1, "r": "AI 写评语/反馈成立但价值低，少专门教程", "q": ["让 GPT 点评我的文案", "AI 生成作品修改意见"]}, {"tier": 2, "r": "生成 ComfyUI 工作流自成一体，教程较多但偏编排非纯生成", "q": ["AI 自动生成 ComfyUI 工作流", "怎么搭一个文生图 workflow"]}, {"tier": 1, "r": "生成批处理配置小众，供给与精准度都偏弱", "q": ["SD 批量出图脚本怎么写", "XYZ plot 配置教程"]}, {"tier": 2, "r": "生成数字人形象热门有价值，但 query 偏平台向、教程中等", "q": ["怎么做一个 AI 数字人", "heygen 生成数字分身"]}, {"tier": 2, "r": "AI 生成海报/PPT 版式有价值，教程中等、query 较准", "q": ["AI 生成海报版式", "用 AI 设计 PPT 版面"]}, {"tier": 2, "r": "生成提示词/设计模板是单件骨架，有复用价值，教程中等", "q": ["AI 生成提示词模板", "可复用的剪辑模板怎么做"]}, {"tier": 2, "r": "生成参考图本质文生图，成立有价值但叶子语境略窄", "q": ["AI 生成风格参考图", "生成角色参考图喂给绘画"]}, {"tier": 1, "r": "生成参考视频小众，专门教程少，query 不精准", "q": ["AI 生成动作参考视频", "生成镜头参考片段"]}, {"tier": 1, "r": "生成参考音色样本小众，供给低", "q": ["AI 生成参考音色", "克隆音色样本怎么做"]}, {"tier": 0, "r": "对标内容是现成爆款案例、被研究借鉴，非可生成产物，不成立", "q": []}, {"tier": 2, "r": "AI 生成分镜图是单件镜头设定，近年较热、有价值", "q": ["AI 生成分镜图", "用 Midjourney 出分镜画面"]}, {"tier": 1, "r": "生成转场效果配置小众，价值低、教程零散", "q": ["剪映转场怎么自定义", "AI 生成转场效果"]}, {"tier": 1, "r": "蒙版多由分割/反推得来，纯生成语境弱、供给低", "q": ["AI 自动生成蒙版", "SD inpaint 蒙版怎么做"]}, {"tier": 1, "r": "控制图本质从图反推预处理得来，纯生成成立度低", "q": ["AI 生成 pose 骨架图", "openpose 控制图怎么做"]}, {"tier": 1, "r": "生成运动轨迹很小众，供给与精准度都低", "q": ["motion brush 运动轨迹怎么画", "AI 视频运镜轨迹设置"]}, {"tier": 1, "r": "生成滤镜/LUT 小众，多为现成预设套用而非生成", "q": ["AI 生成调色 LUT", "自定义滤镜预设怎么做"]}, {"tier": 2, "r": "AI 生成构图布局方案有价值，教程中等、query 较准", "q": ["AI 生成构图布局方案", "怎么让 AI 帮我设计画面构图"]}, {"tier": 0, "r": "截图来自现成呈现的截取，非工序生成产物，语义不成立", "q": []}, {"tier": 2, "r": "生成单镜视频片段本质文生视频，有价值但叶子是素材片段非成片", "q": ["Runway 生成视频片段", "AI 生成单个镜头素材"]}, {"tier": 1, "r": "生成转场过渡视频小众，供给低", "q": ["AI 生成转场视频", "自定义过渡片段怎么做"]}, {"tier": 0, "r": "关键帧由抽帧从已有视频得来，非从无到有生成，不成立", "q": []}, {"tier": 2, "r": "AI 生成音效（ElevenLabs SFX 等）是单件原子，有热度", "q": ["AI 生成音效", "文字生成 sound effect 工具"]}, {"tier": 1, "r": "生成特效配置零散，多为套用现成而非生成，价值低", "q": ["AI 视频特效怎么加", "剪映粒子特效教程"]}, {"tier": 0, "r": "大纲是章节顺序的序列，归数组生成，元素生成不成立", "q": []}, {"tier": 0, "r": "脚本是多段时序序列，归数组生成，非单件原子", "q": []}, {"tier": 0, "r": "分镜脚本是逐镜序列，归数组生成，元素生成不成立", "q": []}, {"tier": 0, "r": "剪辑脚本是时间轴序列，归数组生成，非单件原子", "q": []}, {"tier": 2, "r": "AI 写口播/配音文案是单件文本，热门有价值、query 较准", "q": ["AI 生成口播文案", "用 GPT 写配音解说稿"]}, {"tier": 1, "r": "生成底图成立但价值低，多被泛化为文生图，叶子语境窄", "q": ["AI 生成底图待重绘", "出一张底图做局部重绘"]}, {"tier": 2, "r": "生成候选样图本质文生图出图，有价值但属待挑选中间态", "q": ["AI 一次出多张候选图", "文生图批量出样图挑选"]}, {"tier": 0, "r": "分镜视频是多段镜头序列，归数组生成，非单件原子", "q": []}, {"tier": 0, "r": "图层组合是多图层组合结构，归结构生成，元素生成不成立", "q": []}, {"tier": 0, "r": "拼图是多素材并置组合结构，归结构生成，不成立", "q": []}, {"tier": 2, "r": "AI 写歌词是单件文本原子，配合 Suno 较热、query 较准", "q": ["AI 生成歌词", "Suno 怎么写歌词"]}, {"tier": 2, "r": "TTS 生成配音是热门单件音频原子，教程中等", "q": ["AI 配音怎么生成", "文字转语音哪个最自然"]}, {"tier": 3, "r": "Suno/Udio 生成 BGM 是当下热门核心，教程海量、搜得准", "q": ["Suno 怎么生成 BGM", "AI 生成背景音乐", "udio 做纯音乐教程"]}, {"tier": 1, "r": "字幕多由识别/转录得来，纯生成语境弱、供给低", "q": ["AI 自动生成字幕", "剪映文字转字幕怎么用"]}, {"tier": 2, "r": "AI 起爆款标题是热门单件文本，价值高但题面窄", "q": ["AI 生成爆款标题", "用 GPT 起小红书标题"]}, {"tier": 3, "r": "AI 写正文/长文案极热门核心，教程海量、query 精准", "q": ["AI 写公众号文章", "用 GPT 生成小红书正文", "AI 写长文案技巧"]}, {"tier": 3, "r": "文生图产出成品图是 AIGC 最核心，教程海量、query 极精准", "q": ["AI 文生图怎么出高质量图", "Stable Diffusion 出图教程", "Midjourney 生成图片技巧"]}, {"tier": 3, "r": "文生视频产出成片是当下热门核心，教程海量、搜得准", "q": ["文生视频怎么做", "Runway 生成视频教程", "可灵 AI 出视频技巧"]}, {"tier": 0, "r": "合成图是多素材融合的组合结构，归结构生成，不成立", "q": []}, {"tier": 0, "r": "知识库是条目汇集沉淀物，非单件生成原子，语义不成立", "q": []}], [{"tier": 0, "r": "提示词是单件原子指令，数组生成产线性序列，类型不匹配", "q": []}, {"tier": 0, "r": "负向提示词单件原子，与数组生成的序列产出不匹配", "q": []}, {"tier": 0, "r": "描述是单段文字，非多项有序排列，语义不成立", "q": []}, {"tier": 0, "r": "生成参数单件设定，无线性序列含义，不匹配", "q": []}, {"tier": 0, "r": "规格参数单件，不构成多项有序排列", "q": []}, {"tier": 0, "r": "模型权重单件资产，非序列产出，不成立", "q": []}, {"tier": 0, "r": "评分单件定量结论，无序列性，不匹配", "q": []}, {"tier": 0, "r": "评语单件文字意见，非多项排列，不成立", "q": []}, {"tier": 0, "r": "工作流是非线性节点图，属结构而非线性序列，错配", "q": []}, {"tier": 0, "r": "批处理是批量执行配置，非有序序列产出，不成立", "q": []}, {"tier": 0, "r": "数字人单件虚拟形象，原子型，与数组生成不匹配", "q": []}, {"tier": 0, "r": "版式是空间布局骨架，属结构非线性序列，错配", "q": []}, {"tier": 1, "r": "模板属序列型可成立，但生成序列模板教程稀少，供给弱", "q": ["AI剪辑模板套用教程", "分镜模板怎么做"]}, {"tier": 0, "r": "参考图单件素材，非序列，不成立", "q": []}, {"tier": 0, "r": "参考视频单件范本素材，无序列性，不匹配", "q": []}, {"tier": 0, "r": "参考音频单件样本，非多项排列，不成立", "q": []}, {"tier": 0, "r": "对标内容单件案例，非序列产出，不匹配", "q": []}, {"tier": 0, "r": "分镜图单张设定素材，作素材时偏原子，序列性弱不成立", "q": []}, {"tier": 0, "r": "转场是单件过渡配置，非序列，不成立", "q": []}, {"tier": 0, "r": "蒙版单件区域图，无序列含义，不匹配", "q": []}, {"tier": 0, "r": "控制图单件结构图，非多项排列，不成立", "q": []}, {"tier": 0, "r": "运动轨迹单条路径，作单件素材原子，序列性弱不成立", "q": []}, {"tier": 0, "r": "滤镜单件效果配置，非序列，不匹配", "q": []}, {"tier": 0, "r": "构图布局是空间安排，属结构非线性序列，错配", "q": []}, {"tier": 0, "r": "截图单件素材，无序列性，不成立", "q": []}, {"tier": 0, "r": "视频片段是被剪入的单件零件素材，序列产物应是剪辑脚本", "q": []}, {"tier": 0, "r": "转场片段单段视频零件，非序列产出，不成立", "q": []}, {"tier": 2, "r": "关键帧序列即动画补间，序列性强且AI关键帧教程有量，query较准", "q": ["AI关键帧动画怎么做", "即梦关键帧补间教程", "关键帧生成动画过渡"]}, {"tier": 0, "r": "音效单件音轨素材，无序列，不匹配", "q": []}, {"tier": 0, "r": "特效单件动态效果配置，非序列，不成立", "q": []}, {"tier": 1, "r": "大纲属序列型成立，AI写大纲刚需，但教程零散难精准采", "q": ["AI生成文章大纲", "用AI列视频大纲"]}, {"tier": 3, "r": "AI写剧本口播稿刚需，序列型核心，教程海量且query精准", "q": ["AI写剧本怎么写", "用AI生成口播脚本", "ChatGPT写短视频脚本"]}, {"tier": 3, "r": "AI生成分镜是视频创作热门，序列型核心，教程极多", "q": ["AI生成分镜脚本", "用AI做视频分镜", "Sora分镜脚本怎么写"]}, {"tier": 2, "r": "剪辑脚本是时间轴序列编排，剪映卡点教程有量但偏专业", "q": ["剪映卡点时间轴教程", "AI生成剪辑脚本", "视频剪辑时间轴编排"]}, {"tier": 2, "r": "配音文案序列型且口播刚需，教程多但与脚本部分重叠", "q": ["AI写口播文案", "解说配音稿怎么写", "用AI生成旁白文案"]}, {"tier": 0, "r": "底图单件半成品图，非序列，不成立", "q": []}, {"tier": 0, "r": "样图单件候选，无序列含义，不匹配", "q": []}, {"tier": 2, "r": "分镜视频按镜头顺序排多段，序列性强，视频创作热门有教程", "q": ["AI分镜视频怎么做", "逐镜头生成视频教程", "即梦分镜成片"]}, {"tier": 0, "r": "图层组合属非线性组合型，与数组生成线性序列错配", "q": []}, {"tier": 0, "r": "拼图属组合型，并置非线性，与数组生成错配", "q": []}, {"tier": 1, "r": "歌词是分句序列勉强成立，AI写词有内容但作数组生成角度偏弱", "q": ["AI写歌词怎么写", "用Suno生成歌词"]}, {"tier": 0, "r": "配音单件音轨准成品，非序列，不成立", "q": []}, {"tier": 0, "r": "BGM单件音轨，无序列产出，不匹配", "q": []}, {"tier": 1, "r": "字幕是时间轴文本序列勉强成立，但生成多靠转录，序列编排价值弱", "q": ["AI自动生成字幕", "视频字幕怎么对时间轴"]}, {"tier": 0, "r": "标题单行文字，非多项序列，不成立", "q": []}, {"tier": 0, "r": "正文是单件终态文字交付，非有序多项排列，不成立", "q": []}, {"tier": 0, "r": "成品图单件终态，无序列，不匹配", "q": []}, {"tier": 2, "r": "视频成品作序列编排产物成立，AI成片教程有量但偏整片", "q": ["AI生成视频成品教程", "用AI做一条完整短视频", "图文转视频成片"]}, {"tier": 0, "r": "合成图属组合型融合画面，与数组生成线性序列错配", "q": []}, {"tier": 0, "r": "知识库是事实条目汇集，非有序序列产出，不成立", "q": []}], [{"tier": 0, "r": "提示词单件原子指令，结构生成需多项组合，不匹配", "q": []}, {"tier": 0, "r": "负向提示词单件，非多项结构组合，不成立", "q": []}, {"tier": 0, "r": "描述单段文字，无结构组合含义，不匹配", "q": []}, {"tier": 0, "r": "生成参数单件设定，非结构组合，不成立", "q": []}, {"tier": 0, "r": "规格参数单件，无结构组合，不匹配", "q": []}, {"tier": 0, "r": "模型权重单件资产，非多项组合，不成立", "q": []}, {"tier": 0, "r": "评分单件定量结论，无结构组合，不匹配", "q": []}, {"tier": 0, "r": "评语单件文字，非结构组合，不成立", "q": []}, {"tier": 2, "r": "工作流是非线性节点图组合，结构生成成立，ComfyUI搭流教程海量", "q": ["ComfyUI工作流怎么搭", "ComfyUI节点连线教程", "AI绘画工作流搭建"]}, {"tier": 0, "r": "批处理是批量执行配置，非空间结构组合，不成立", "q": []}, {"tier": 0, "r": "数字人单件原子形象，非多项组合，不匹配", "q": []}, {"tier": 2, "r": "版式是空间布置型，结构生成成立，海报PPT版面设计有教程", "q": ["海报版式设计教程", "AI排版版面怎么做", "PPT版式布局技巧"]}, {"tier": 0, "r": "模板属序列型，与结构生成的非线性组合错配", "q": []}, {"tier": 0, "r": "参考图单件素材，非结构组合，不成立", "q": []}, {"tier": 0, "r": "参考视频单件范本，无结构组合，不匹配", "q": []}, {"tier": 0, "r": "参考音频单件样本，非组合产出，不成立", "q": []}, {"tier": 0, "r": "对标内容单件案例，非结构组合，不匹配", "q": []}, {"tier": 0, "r": "分镜图单张素材，非空间结构组合，不成立", "q": []}, {"tier": 0, "r": "转场单件配置，无组合含义，不匹配", "q": []}, {"tier": 0, "r": "蒙版单件区域图，非结构组合，不成立", "q": []}, {"tier": 0, "r": "控制图单件结构图，非多项组合，不匹配", "q": []}, {"tier": 0, "r": "运动轨迹单条路径，非空间结构组合，不成立", "q": []}, {"tier": 0, "r": "滤镜单件效果配置，无组合含义，不匹配", "q": []}, {"tier": 1, "r": "构图布局属布置型成立，但生成构图布局教程零散难精准", "q": ["AI构图布局怎么安排", "画面构图三分法教程"]}, {"tier": 0, "r": "截图单件素材，非结构组合，不成立", "q": []}, {"tier": 0, "r": "视频片段单件零件，非空间组合，不匹配", "q": []}, {"tier": 0, "r": "转场片段单段视频，非结构组合，不成立", "q": []}, {"tier": 0, "r": "关键帧是时序序列截面，非空间结构组合，不匹配", "q": []}, {"tier": 0, "r": "音效单件音轨，非结构组合，不成立", "q": []}, {"tier": 0, "r": "特效单件效果配置，无组合含义，不匹配", "q": []}, {"tier": 0, "r": "大纲属序列型骨架，与结构生成非线性组合错配", "q": []}, {"tier": 0, "r": "脚本属序列型，与结构生成错配", "q": []}, {"tier": 0, "r": "分镜脚本属序列型，与结构生成错配", "q": []}, {"tier": 0, "r": "剪辑脚本属序列型时间轴，与结构生成错配", "q": []}, {"tier": 0, "r": "配音文案属序列型文本，与结构生成错配", "q": []}, {"tier": 0, "r": "底图单件半成品图，非结构组合，不成立", "q": []}, {"tier": 0, "r": "样图单件候选，非组合产出，不匹配", "q": []}, {"tier": 0, "r": "分镜视频属镜头序列，与结构生成非线性组合错配", "q": []}, {"tier": 2, "r": "图层组合是多层叠加组合型，结构生成成立，设计分层有教程", "q": ["PS图层叠加合成教程", "设计稿分层怎么搭", "AI图层组合做设计图"]}, {"tier": 2, "r": "拼图是格子化并置组合，结构生成成立，九宫格对比图教程多", "q": ["AI做九宫格拼图", "对比图怎么拼", "多图拼一张教程"]}, {"tier": 0, "r": "歌词是分句序列文字，非空间结构组合，不匹配", "q": []}, {"tier": 0, "r": "配音单件音轨，非结构组合，不成立", "q": []}, {"tier": 0, "r": "BGM单件音轨，无组合含义，不匹配", "q": []}, {"tier": 0, "r": "字幕是时序文本序列，非空间结构组合，不匹配", "q": []}, {"tier": 0, "r": "标题单行文字，非组合产出，不成立", "q": []}, {"tier": 0, "r": "正文单件终态文字，非结构组合，不匹配", "q": []}, {"tier": 0, "r": "成品图单件终态，非多元素组合，不成立", "q": []}, {"tier": 0, "r": "视频成品是整片终态，非空间维度的非线性结构组合，不匹配", "q": []}, {"tier": 2, "r": "合成图是多素材融合组合型，结构生成成立，场景合成教程有量", "q": ["AI图片合成教程", "多张素材融合成一张", "场景合成怎么做"]}, {"tier": 0, "r": "知识库是事实条目汇集，非空间结构组合，不成立", "q": []}], [{"tier": 1, "r": "往prompt里追加正向词成立，但'加词'手艺零散、教程不成体系", "q": ["AI绘画提示词怎么加细节词", "Stable Diffusion 正向提示词补充技巧"]}, {"tier": 1, "r": "补加负向词成立，手艺单薄、教程散落在通用prompt帖里", "q": ["SD负向提示词常用词补充", "怎么加负面提示词避免崩图"]}, {"tier": 1, "r": "往描述里加内容刻画成立，但精准度低、与写描述混为一谈", "q": ["AI生图人物描述怎么加细节", "场景描述补充技巧"]}, {"tier": 0, "r": "设生成参数是调参非'添加内容元素'，语义不成立", "q": []}, {"tier": 0, "r": "规格参数是格式设定，非添加substantive内容", "q": []}, {"tier": 0, "r": "加载权重属叠加层，'添加'不匹配权重语义", "q": []}, {"tier": 0, "r": "评分是评估管理动作，非内容添加", "q": []}, {"tier": 0, "r": "评语是评估管理动作，非内容添加", "q": []}, {"tier": 0, "r": "工作流是流程编排，非添加内容元素", "q": []}, {"tier": 0, "r": "批处理是流程配置，非添加内容元素", "q": []}, {"tier": 1, "r": "给视频加数字人形象成立，但更像组合而非纯添加、query泛", "q": ["视频里怎么加数字人口播", "AI数字人添加到画面教程"]}, {"tier": 0, "r": "版式是布局骨架，非添加substantive内容元素", "q": []}, {"tier": 0, "r": "模板是可填充骨架，非添加内容元素", "q": []}, {"tier": 0, "r": "参考图是输入范本、不被加进产物，'添加'语义不成立", "q": []}, {"tier": 0, "r": "参考视频只被模仿、不被加入产物，不成立", "q": []}, {"tier": 0, "r": "参考音频只被模仿、不混入成片，不成立", "q": []}, {"tier": 0, "r": "对标内容是研究范本、不被加入产物，不成立", "q": []}, {"tier": 0, "r": "分镜图是规划范本、不被加进产物，不成立", "q": []}, {"tier": 0, "r": "转场是效果层、归叠加而非添加内容", "q": []}, {"tier": 0, "r": "蒙版是约束层、归叠加而非添加内容", "q": []}, {"tier": 0, "r": "控制图是约束层、归叠加而非添加内容", "q": []}, {"tier": 0, "r": "运动轨迹是约束层、归叠加而非添加内容", "q": []}, {"tier": 0, "r": "滤镜是效果层、归叠加而非添加内容", "q": []}, {"tier": 0, "r": "构图布局是空间约束、非添加内容元素", "q": []}, {"tier": 1, "r": "把截图作为素材加入产物成立，但手艺浅、query不精准", "q": ["剪映怎么把截图加进视频", "视频里插入截图素材教程"]}, {"tier": 2, "r": "往时间线加视频片段是剪辑刚需，供给充足但手艺偏基础", "q": ["剪映怎么添加视频片段到时间线", "CapCut 多段视频拼接添加教程"]}, {"tier": 1, "r": "加转场片段成立，但与转场效果混淆、教程零散", "q": ["视频加转场过渡片段教程", "剪映插入转场素材怎么做"]}, {"tier": 1, "r": "添加关键帧做动画成立，但属性较窄、query易混骨骼帧", "q": ["剪映关键帧动画怎么加", "视频添加关键帧做运动效果"]}, {"tier": 2, "r": "视频加音效是剪辑刚需，供给与教程都多但手艺基础", "q": ["剪映怎么给视频加音效", "视频卡点加音效教程"]}, {"tier": 0, "r": "特效是动态效果层、归叠加而非添加内容元素", "q": []}, {"tier": 0, "r": "大纲是写出的骨架、非'添加'内容元素，语义不成立", "q": []}, {"tier": 0, "r": "脚本是创作出的内容、非往产物里'添加'，不成立", "q": []}, {"tier": 0, "r": "分镜脚本是规划产出、非添加动作，不成立", "q": []}, {"tier": 0, "r": "剪辑脚本是编排产出、非添加动作，不成立", "q": []}, {"tier": 0, "r": "配音文案是写出的稿、非添加动作，不成立", "q": []}, {"tier": 0, "r": "底图是编辑基础、非被添加的元素，不成立", "q": []}, {"tier": 0, "r": "样图是候选产出、非添加动作，不成立", "q": []}, {"tier": 0, "r": "分镜视频是粗剪半成品、非被添加元素，不成立", "q": []}, {"tier": 0, "r": "图层组合是合成工作文件、非添加内容元素，不成立", "q": []}, {"tier": 0, "r": "拼图是并置产出、非添加动作，不成立", "q": []}, {"tier": 0, "r": "歌词是写出的词作、非往产物添加，不成立", "q": []}, {"tier": 2, "r": "视频加配音是常见刚需，供给与教程多但手艺基础", "q": ["剪映怎么给视频加AI配音", "视频添加配音旁白教程"]}, {"tier": 2, "r": "视频加BGM是剪辑刚需，教程海量但手艺较浅", "q": ["剪映怎么给视频加背景音乐", "短视频配BGM卡点教程"]}, {"tier": 3, "r": "视频加字幕是剪辑核心刚需、自动字幕教程海量、搜得准", "q": ["剪映自动识别字幕怎么加", "CapCut 视频加字幕教程", "视频批量加字幕怎么做"]}, {"tier": 2, "r": "给视频/封面加标题文字常见，供给足但手艺简单", "q": ["剪映视频怎么加标题文字", "封面标题字怎么加好看"]}, {"tier": 1, "r": "往内容里补加正文段落成立，但手艺浅、query不精准", "q": ["AI写作怎么补充正文段落", "文章扩写加内容技巧"]}, {"tier": 0, "r": "成品图是终态、非被添加的元素，不成立", "q": []}, {"tier": 0, "r": "视频成品是终态、非被添加元素，不成立", "q": []}, {"tier": 0, "r": "合成图是终态、非被添加元素，不成立", "q": []}, {"tier": 1, "r": "给知识库添加条目成立，但偏数据管理、制作手艺弱", "q": ["RAG知识库怎么添加文档", "AI知识库导入资料教程"]}], [{"tier": 0, "r": "提示词非形态/效果层，'叠加'不匹配其语义", "q": []}, {"tier": 0, "r": "负向提示词非效果层，叠加不成立", "q": []}, {"tier": 0, "r": "描述非效果层，叠加不成立", "q": []}, {"tier": 0, "r": "生成参数非可叠加的形态层，不成立", "q": []}, {"tier": 0, "r": "规格参数非效果层，叠加不成立", "q": []}, {"tier": 3, "r": "多LoRA叠加是SD热门核心玩法、教程海量、搜得准", "q": ["Stable Diffusion 多个LoRA一起用", "ComfyUI 多LoRA叠加权重怎么调", "SD LoRA叠加冲突解决"]}, {"tier": 0, "r": "评分是评估结论、非可叠加效果层，不成立", "q": []}, {"tier": 0, "r": "评语是评估文字、非效果层，不成立", "q": []}, {"tier": 0, "r": "工作流是流程、非可叠加效果层，不成立", "q": []}, {"tier": 0, "r": "批处理是流程配置、非效果层，不成立", "q": []}, {"tier": 0, "r": "数字人是完整形象、非可叠加的形态层，不成立", "q": []}, {"tier": 0, "r": "版式是布局骨架、非可叠加效果层，不成立", "q": []}, {"tier": 0, "r": "模板是填充骨架、非可叠加效果层，不成立", "q": []}, {"tier": 2, "r": "多参考图叠加(IP-Adapter/融合)成立有价值，但教程比LoRA少", "q": ["ComfyUI 多张参考图融合怎么做", "IP-Adapter 叠加多个参考图"]}, {"tier": 1, "r": "叠加参考视频成立，但玩法窄、教程稀少", "q": ["AI视频多个参考视频叠加风格", "参考视频混合风格迁移"]}, {"tier": 1, "r": "叠加参考音频成立，但场景少、教程零散", "q": ["AI音色叠加多个参考音频", "声音克隆多样本混合"]}, {"tier": 0, "r": "对标内容是研究范本、非可叠加效果层，不成立", "q": []}, {"tier": 0, "r": "分镜图是规划范本、非效果层，不成立", "q": []}, {"tier": 2, "r": "叠加转场效果是剪辑常见操作，供给与教程都多但手艺基础", "q": ["剪映怎么叠加转场效果", "视频转场效果叠加教程"]}, {"tier": 2, "r": "多蒙版叠加做局部合成成立有价值，但教程偏进阶量中等", "q": ["ComfyUI 多个蒙版叠加合成", "SD inpaint 多区域蒙版叠加"]}, {"tier": 2, "r": "多ControlNet叠加是SD热门进阶玩法、教程不少", "q": ["ComfyUI 多个ControlNet叠加", "SD 同时用depth和pose控制图"]}, {"tier": 1, "r": "叠加多条运动轨迹成立，但玩法新、教程稀少", "q": ["AI视频运动笔刷叠加多条轨迹", "motion brush 多轨迹控制"]}, {"tier": 2, "r": "套滤镜叠加是剪映常见操作，供给足教程多但手艺浅", "q": ["剪映滤镜叠加怎么用", "视频多个滤镜叠加调色教程"]}, {"tier": 1, "r": "叠加构图布局约束成立，但更像约束非效果层、query不准", "q": ["AI生图叠加构图布局控制", "regional prompt 分区布局叠加"]}, {"tier": 0, "r": "截图是素材、加入产物归添加而非叠加效果层", "q": []}, {"tier": 0, "r": "视频片段是素材、归添加而非叠加效果层", "q": []}, {"tier": 0, "r": "转场片段是素材、归添加而非叠加效果层", "q": []}, {"tier": 0, "r": "关键帧是素材、归添加而非叠加效果层", "q": []}, {"tier": 0, "r": "音效是音轨内容、归添加而非叠加效果层", "q": []}, {"tier": 2, "r": "叠加特效是剪映/AE热门操作，供给与教程都多手艺中等", "q": ["剪映怎么叠加特效", "AE 多个特效叠加教程"]}, {"tier": 0, "r": "大纲是内容骨架、非可叠加效果层，不成立", "q": []}, {"tier": 0, "r": "脚本是substantive内容、归添加而非叠加，不成立", "q": []}, {"tier": 0, "r": "分镜脚本是内容产出、非叠加效果层，不成立", "q": []}, {"tier": 0, "r": "剪辑脚本是编排产出、非叠加效果层，不成立", "q": []}, {"tier": 0, "r": "配音文案是内容稿、非叠加效果层，不成立", "q": []}, {"tier": 0, "r": "底图是编辑基础、非叠加效果层，不成立", "q": []}, {"tier": 0, "r": "样图是候选产出、非叠加效果层，不成立", "q": []}, {"tier": 0, "r": "分镜视频是半成品、非叠加效果层，不成立", "q": []}, {"tier": 2, "r": "叠图层是PS/设计合成核心，供给与教程都多手艺中等", "q": ["PS 图层叠加混合模式教程", "设计稿多图层叠加合成怎么做"]}, {"tier": 0, "r": "拼图是并置产出、非叠加效果层，不成立", "q": []}, {"tier": 0, "r": "歌词是内容文字、非叠加效果层，不成立", "q": []}, {"tier": 0, "r": "配音是音轨内容、归添加而非叠加，不成立", "q": []}, {"tier": 0, "r": "BGM是音轨内容、归添加而非叠加，不成立", "q": []}, {"tier": 0, "r": "字幕是substantive内容、归添加而非叠加，不成立", "q": []}, {"tier": 0, "r": "标题是内容文字、归添加而非叠加，不成立", "q": []}, {"tier": 0, "r": "正文是substantive内容、归添加而非叠加，不成立", "q": []}, {"tier": 0, "r": "成品图是终态、非叠加效果层，不成立", "q": []}, {"tier": 0, "r": "视频成品是终态、非叠加效果层，不成立", "q": []}, {"tier": 0, "r": "合成图是终态、非叠加效果层，不成立", "q": []}, {"tier": 0, "r": "知识库是资料库、非可叠加效果层，不成立", "q": []}], [{"tier": 0, "r": "提示词是纯文本指令，无空间内容可擦除，语义不成立", "q": []}, {"tier": 0, "r": "负向提示词为文本字段，无空间维度可抹除", "q": []}, {"tier": 0, "r": "描述是文字，无画面元素可擦掉", "q": []}, {"tier": 0, "r": "生成参数是数值配置，无空间内容", "q": []}, {"tier": 0, "r": "规格参数无可擦除的画面内容", "q": []}, {"tier": 0, "r": "模型权重是文件，不存在空间擦除语义", "q": []}, {"tier": 0, "r": "评分是定量结论，无内容可抹除", "q": []}, {"tier": 0, "r": "评语为文字意见，无空间擦除语义", "q": []}, {"tier": 0, "r": "工作流是流程编排，非空间内容，抹除不成立", "q": []}, {"tier": 0, "r": "批处理配置无画面可擦除", "q": []}, {"tier": 0, "r": "数字人作为可驱动形象，无'抹除空间元素'的工序", "q": []}, {"tier": 0, "r": "版式是布局骨架，擦除元素语义牵强无供给", "q": []}, {"tier": 0, "r": "模板是填充骨架，无空间内容可抹除", "q": []}, {"tier": 1, "r": "参考图可清理杂物但know-how稀少，query指向泛图像编辑", "q": ["参考图怎么去掉多余背景", "AI参考图去除杂物"]}, {"tier": 1, "r": "参考视频去物体成立但供给低，多并入通用视频去物体", "q": ["参考视频去掉路人", "动作参考视频抹除干扰物"]}, {"tier": 0, "r": "音频属时间维度，无空间内容可抹除，语义不成立", "q": []}, {"tier": 0, "r": "对标内容是整篇案例，不存在空间擦除操作", "q": []}, {"tier": 1, "r": "分镜图可擦元素但属规划草图，专门教程少", "q": ["分镜图去掉多余元素", "storyboard去除草稿线条"]}, {"tier": 0, "r": "转场是效果配置，无画面内容可擦除", "q": []}, {"tier": 0, "r": "蒙版本身是擦除工具而非被擦除对象，语义错位", "q": []}, {"tier": 0, "r": "控制图是结构骨架，抹除其内容不成立", "q": []}, {"tier": 0, "r": "运动轨迹是路径输入，无空间内容可擦除", "q": []}, {"tier": 0, "r": "滤镜是效果配置，无可抹除的内容元素", "q": []}, {"tier": 0, "r": "构图布局是安排方案，无实体内容可擦除", "q": []}, {"tier": 2, "r": "截图去水印/去敏感信息有真实需求，但供给次于成品图", "q": ["截图怎么去水印", "聊天截图抹掉头像信息", "AI去掉截图里的logo"]}, {"tier": 2, "r": "视频片段去物体/去logo成立有需求，手艺中等", "q": ["视频片段去掉logo", "剪映片段去除路人", "AI视频素材抹除水印"]}, {"tier": 1, "r": "转场片段擦元素成立但极小众，供给低", "q": ["转场素材去掉边框", "过渡片段抹除多余元素"]}, {"tier": 1, "r": "关键帧擦物等同普通图编辑，无专属关键帧know-how", "q": ["关键帧去掉多余物体", "抽出的帧去水印"]}, {"tier": 0, "r": "音效是时间维音轨，无空间内容可抹除", "q": []}, {"tier": 0, "r": "特效是动态效果配置，抹除其空间内容不成立", "q": []}, {"tier": 0, "r": "大纲是文字骨架，无空间维度，抹除不成立", "q": []}, {"tier": 0, "r": "脚本是文本，无画面元素可擦除", "q": []}, {"tier": 0, "r": "分镜脚本是文字规划，无空间内容可抹除", "q": []}, {"tier": 0, "r": "剪辑脚本是时间轴文本，无空间擦除语义", "q": []}, {"tier": 0, "r": "配音文案是文字稿，无可抹除的画面元素", "q": []}, {"tier": 3, "r": "底图是inpaint去物/去背景的核心编辑对象，刚需且教程海量", "q": ["AI图片去除背景保留主体", "SD局部重绘擦掉多余物体", "用蒙版抹掉图里的人物"]}, {"tier": 1, "r": "样图擦元素等同普通图编辑，候选态无专属know-how", "q": ["候选图去掉杂物再选", "样图抹除多余元素"]}, {"tier": 1, "r": "分镜视频去物体成立但属粗剪半成品，供给低", "q": ["分镜视频去掉穿帮物", "粗剪片段抹除多余对象"]}, {"tier": 1, "r": "删图层近似删元素，但'抹除内容'语义偏移，供给中低", "q": ["PSD删掉某个图层", "设计稿去掉一层元素"]}, {"tier": 1, "r": "拼图擦掉某格元素成立但小众", "q": ["九宫格图去掉其中一格内容", "拼图抹掉多余元素"]}, {"tier": 0, "r": "歌词是文字，无空间维度可抹除", "q": []}, {"tier": 0, "r": "配音是时间维音轨，无空间内容可擦除", "q": []}, {"tier": 0, "r": "BGM是音频，无空间擦除语义", "q": []}, {"tier": 2, "r": "去硬字幕需求真实有教程，但手艺与通用去水印重叠致精准度偏弱", "q": ["视频怎么去掉硬字幕", "AI去除画面里的字幕", "图片抹掉文字水印"]}, {"tier": 0, "r": "标题是文字，无画面元素可抹除", "q": []}, {"tier": 0, "r": "正文是文本，无空间维度可擦除", "q": []}, {"tier": 3, "r": "成品图去水印/去路人/inpaint是顶级刚需，教程海量且搜得准", "q": ["AI一键去水印", "怎么把照片里的路人P掉", "成品图去除多余物体"]}, {"tier": 2, "r": "视频去物体成立有价值，但供给与精准度弱于图像类", "q": ["视频怎么去掉移动的物体", "AI视频去除画面里的人", "成片去水印保画质"]}, {"tier": 2, "r": "合成图擦元素成立有价值，但非热门搜索词", "q": ["合成图去掉穿帮元素", "AI修掉合成图里的瑕疵"]}, {"tier": 0, "r": "知识库是资料汇集，无空间内容可抹除", "q": []}], [{"tier": 0, "r": "提示词无时间维度片段，剪除语义不成立", "q": []}, {"tier": 0, "r": "负向提示词无时间序列可剪", "q": []}, {"tier": 0, "r": "描述是文本，无时间片段可剪除", "q": []}, {"tier": 0, "r": "生成参数无时间维度，剪除不成立", "q": []}, {"tier": 0, "r": "规格参数无可剪除的时间片段", "q": []}, {"tier": 0, "r": "模型权重无时间序列可剪", "q": []}, {"tier": 0, "r": "评分是结论值，无时间片段", "q": []}, {"tier": 0, "r": "评语为文字意见，无时间维度可剪除", "q": []}, {"tier": 0, "r": "工作流删步骤非时间片段剪除，语义不符", "q": []}, {"tier": 0, "r": "批处理配置无时间序列可剪", "q": []}, {"tier": 0, "r": "数字人是可复用形象，无自身时间片段可剪除", "q": []}, {"tier": 0, "r": "版式无时间维度，剪除不成立", "q": []}, {"tier": 0, "r": "模板骨架无时间片段可剪", "q": []}, {"tier": 0, "r": "参考图是静态图像，无时间片段可剪除", "q": []}, {"tier": 1, "r": "参考视频可截短成立，但仅被模仿、剪它价值低", "q": ["参考视频截短只留要模仿那段", "动作参考视频剪掉无关部分"]}, {"tier": 1, "r": "参考音频可截取片段，成立但供给低", "q": ["音色样本截取一段", "参考音频剪短只留人声"]}, {"tier": 0, "r": "对标内容作整体研究对象，剪它无意义", "q": []}, {"tier": 0, "r": "分镜图是单帧图，无时间片段可剪", "q": []}, {"tier": 0, "r": "转场是效果配置，无时间片段可剪除", "q": []}, {"tier": 0, "r": "蒙版是静态黑白图，无时间维度", "q": []}, {"tier": 0, "r": "控制图约束单帧结构，无时间片段可剪", "q": []}, {"tier": 0, "r": "运动轨迹是路径输入，剪除时间片段无实际工序", "q": []}, {"tier": 0, "r": "滤镜是静态效果，无时间片段可剪", "q": []}, {"tier": 0, "r": "构图布局是空间安排，无时间维度", "q": []}, {"tier": 0, "r": "截图是静态图，无时间片段可剪除", "q": []}, {"tier": 2, "r": "截短/裁剪视频片段是基础剪辑刚需，手艺中等", "q": ["剪映怎么截短视频片段", "视频素材剪掉开头多余部分", "clip裁掉废镜头"]}, {"tier": 1, "r": "转场片段截短成立但小众，供给低", "q": ["转场片段太长怎么剪短", "过渡视频截取一段"]}, {"tier": 0, "r": "关键帧是单帧，无时间片段可剪除", "q": []}, {"tier": 1, "r": "音效截短成立但操作简单、无专门know-how", "q": ["音效截取一小段", "音效太长怎么剪短"]}, {"tier": 0, "r": "特效是效果配置，无独立时间片段可剪", "q": []}, {"tier": 1, "r": "大纲删章节成立但属文本编辑，无专门制作know-how", "q": ["视频大纲删掉一个章节", "内容提纲精简掉某部分"]}, {"tier": 1, "r": "脚本删一场成立但无专属手艺，多为通用写作", "q": ["脚本删掉一场戏", "教程脚本砍掉冗余段落"]}, {"tier": 1, "r": "分镜脚本删镜头成立但供给低、无专门教程", "q": ["分镜脚本删掉一个镜头", "分镜表精简镜头数"]}, {"tier": 2, "r": "剪辑脚本/时间轴删片段是剪辑核心动作，有价值但精准度泛", "q": ["时间轴删掉一段素材", "剪辑时怎么删废片段", "卡点表去掉多余镜头"]}, {"tier": 1, "r": "配音文案删段成立但属文本编辑，无专门know-how", "q": ["配音稿删掉多余一段", "解说文案精简"]}, {"tier": 0, "r": "底图是静态图，无时间片段可剪除", "q": []}, {"tier": 0, "r": "样图是单张候选图，无时间维度", "q": []}, {"tier": 2, "r": "分镜视频粗剪删镜头是真实剪辑环节，手艺中等", "q": ["粗剪删掉多余镜头", "分镜视频砍掉一段"]}, {"tier": 0, "r": "图层组合是静态分层图，无时间片段可剪", "q": []}, {"tier": 0, "r": "拼图是静态图，无时间维度可剪除", "q": []}, {"tier": 1, "r": "歌词删一段成立但属文本编辑，无专门制作know-how", "q": ["歌词删掉一段主歌", "歌词太长怎么精简"]}, {"tier": 2, "r": "配音音频截短/剪掉口误是剪辑常见操作，手艺中等", "q": ["配音剪掉口误和停顿", "解说音频截短对齐画面"]}, {"tier": 2, "r": "BGM截取/剪到合适时长是配乐常见刚需", "q": ["BGM怎么截取一段", "背景音乐剪到和视频一样长", "卡点BGM截取副歌"]}, {"tier": 1, "r": "删字幕条成立但属字幕编辑细节，供给低", "q": ["字幕删掉多余一条", "SRT删掉某段字幕"]}, {"tier": 0, "r": "标题是单行文字，无时间片段可剪除", "q": []}, {"tier": 1, "r": "正文删一节成立但无专门制作know-how，属通用编辑", "q": ["文章删掉一个段落", "长文砍掉冗余章节"]}, {"tier": 0, "r": "成品图是单张静态图，无时间维度，剪除不成立", "q": []}, {"tier": 3, "r": "剪掉废镜头/精简成片是最基础刚需，剪辑教程海量", "q": ["剪映怎么删掉废镜头", "视频剪辑去掉冗余片段", "成片怎么剪得更紧凑"]}, {"tier": 0, "r": "合成图是单张静态图，无时间片段可剪除", "q": []}, {"tier": 0, "r": "知识库无时间序列，剪除片段不成立", "q": []}], [{"tier": 3, "r": "改写/翻译/优化prompt是AIGC刚需，教程海量，搜得准", "q": ["AI绘画提示词怎么改写优化", "SD prompt 中译英技巧", "ChatGPT 改写提示词润色"]}, {"tier": 1, "r": "负向词可改写但供给少，多是套模板而非重述", "q": ["负向提示词怎么写更准", "negative prompt 中英对照"]}, {"tier": 2, "r": "人物/场景描述改写有需求，但与提示词重叠、专门know-how中等", "q": ["人物描述怎么改写更生动", "AI 场景描述文案改写"]}, {"tier": 0, "r": "生成参数是数值，无法重述保原意改表达", "q": []}, {"tier": 0, "r": "规格参数是数值/格式，不存在改述", "q": []}, {"tier": 0, "r": "模型权重是二进制文件，无法重述", "q": []}, {"tier": 0, "r": "评分是数字，无表达可改述", "q": []}, {"tier": 1, "r": "评语是文字可改写，但专门重述教程极少", "q": ["修改意见怎么写得更专业", "审核评语润色改写"]}, {"tier": 0, "r": "工作流是节点图配置，非可改述文本", "q": []}, {"tier": 0, "r": "批处理是执行配置，无表达层可重述", "q": []}, {"tier": 0, "r": "数字人是视频形象，不可文本重述", "q": []}, {"tier": 0, "r": "版式是视觉布局，无法重述", "q": []}, {"tier": 1, "r": "提示词模板可改写措辞，但多归到提示词、独立供给低", "q": ["提示词模板怎么改写复用", "prompt 模板改写适配"]}, {"tier": 0, "r": "参考图是图像，无法文本重述", "q": []}, {"tier": 0, "r": "参考视频是视频，不可重述", "q": []}, {"tier": 0, "r": "参考音频是声音，不可重述", "q": []}, {"tier": 1, "r": "对标爆款文案可改写借鉴，但多归仿写、纯重述供给低", "q": ["爆款文案怎么改写成自己的", "对标笔记改写技巧"]}, {"tier": 0, "r": "分镜图是画面，不可文本重述", "q": []}, {"tier": 0, "r": "转场是过渡效果配置，无表达可改述", "q": []}, {"tier": 0, "r": "蒙版是黑白图，不可重述", "q": []}, {"tier": 0, "r": "控制图是结构图，不可重述", "q": []}, {"tier": 0, "r": "运动轨迹是路径输入，非可改述文本", "q": []}, {"tier": 0, "r": "滤镜是效果配置，不可重述", "q": []}, {"tier": 0, "r": "构图布局是空间方案，不可文本重述", "q": []}, {"tier": 0, "r": "截图是图像，不可重述", "q": []}, {"tier": 0, "r": "视频片段是视频，不可重述", "q": []}, {"tier": 0, "r": "转场片段是视频，不可重述", "q": []}, {"tier": 0, "r": "关键帧是图像，不可重述", "q": []}, {"tier": 0, "r": "音效是声音，不可重述", "q": []}, {"tier": 0, "r": "特效是动态效果，不可重述", "q": []}, {"tier": 2, "r": "大纲改写/重构有真实需求，教程中等，搜得较准", "q": ["文章大纲怎么改写重组", "视频大纲重构思路"]}, {"tier": 2, "r": "脚本改写/口语化是常见工序，但偏创作而非纯重述", "q": ["短视频脚本怎么改写口语化", "AI 脚本改写优化"]}, {"tier": 1, "r": "分镜脚本可改述但多是重排，纯重述know-how少", "q": ["分镜脚本怎么改写调整", "分镜脚本顺序怎么重写"]}, {"tier": 0, "r": "剪辑脚本是时间轴编排，非可改述叙事文本", "q": []}, {"tier": 2, "r": "配音文案改写/口语化适配是常见环节，供给中等", "q": ["配音文案怎么改写更口语", "解说文案改写技巧"]}, {"tier": 0, "r": "底图是图像，不可重述", "q": []}, {"tier": 0, "r": "样图是候选图像，不可重述", "q": []}, {"tier": 0, "r": "分镜视频是视频，不可重述", "q": []}, {"tier": 0, "r": "图层组合是图像文件，不可重述", "q": []}, {"tier": 0, "r": "拼图是图像，不可重述", "q": []}, {"tier": 1, "r": "歌词可改写，但属创作改词、纯重述教程少", "q": ["AI 歌词怎么改写填词", "歌词改写技巧"]}, {"tier": 0, "r": "配音是音频，不可重述（改的是文案不是音轨）", "q": []}, {"tier": 0, "r": "BGM是音频，不可重述", "q": []}, {"tier": 1, "r": "字幕文字可改写精简，但供给低、多归翻译/校对", "q": ["视频字幕怎么改写精简", "字幕文案怎么改短一点"]}, {"tier": 2, "r": "标题改写/优化是引流刚需，供给多但单条know-how浅", "q": ["爆款标题怎么改写优化", "小红书标题改写公式"]}, {"tier": 3, "r": "正文改写/伪原创/翻译是文本创作核心刚需，教程海量", "q": ["公众号文章怎么改写伪原创", "AI 长文改写洗稿技巧", "正文翻译润色怎么做"]}, {"tier": 0, "r": "成品图是图像，不可文本重述", "q": []}, {"tier": 0, "r": "视频成品是视频，不可重述", "q": []}, {"tier": 0, "r": "合成图是图像，不可重述", "q": []}, {"tier": 1, "r": "知识库条目可改写整理，但属编辑工作、重述know-how低", "q": ["知识库内容怎么改写整理", "知识库条目怎么改写规范"]}], [{"tier": 0, "r": "提示词是文本，无视觉风格可换", "q": []}, {"tier": 0, "r": "负向提示词是文本，无视觉风格可换", "q": []}, {"tier": 0, "r": "描述是文字指令，非视觉对象，不能风格化", "q": []}, {"tier": 0, "r": "生成参数是数值，无视觉风格", "q": []}, {"tier": 0, "r": "规格参数是数值，无视觉风格", "q": []}, {"tier": 1, "r": "训练风格LoRA算让权重承载风格，但属训练非对象风格化、供给中低", "q": ["怎么训练画风 LoRA", "风格 LoRA 训练教程"]}, {"tier": 0, "r": "评分是数字，无视觉风格", "q": []}, {"tier": 0, "r": "评语是文字，不能风格化", "q": []}, {"tier": 0, "r": "工作流是配置，无视觉风格", "q": []}, {"tier": 0, "r": "批处理是配置，无视觉风格", "q": []}, {"tier": 2, "r": "数字人形象可换画风（写实转卡通主播），有需求供给中等", "q": ["数字人怎么做成卡通形象", "AI 数字人风格化"]}, {"tier": 1, "r": "版式可换设计风格，但多归重做、风格迁移know-how低", "q": ["海报版式怎么换风格", "版式风格迁移怎么做"]}, {"tier": 0, "r": "模板是填充骨架，本身无视觉风格可迁移", "q": []}, {"tier": 2, "r": "参考图可被风格化产出，但风格化常落在底图/成品，参考图本身不改", "q": ["参考图怎么转画风", "AI 参考图风格迁移"]}, {"tier": 2, "r": "视频风格迁移热门，但参考视频角色不被改造、供给落在成片", "q": ["视频风格迁移怎么做", "AI 视频转动漫风"]}, {"tier": 0, "r": "参考音频是声音，非视觉，不能风格化", "q": []}, {"tier": 0, "r": "对标内容是整体案例，非可视觉风格化的对象", "q": []}, {"tier": 1, "r": "分镜图可换画风，但属规划稿、风格化供给低", "q": ["分镜图怎么统一画风", "分镜图怎么转统一风格"]}, {"tier": 0, "r": "转场是效果配置，非可换审美风格的视觉对象", "q": []}, {"tier": 0, "r": "蒙版是黑白区域图，无审美风格", "q": []}, {"tier": 0, "r": "控制图是结构骨架，无审美风格可换", "q": []}, {"tier": 0, "r": "运动轨迹是路径输入，无视觉风格", "q": []}, {"tier": 1, "r": "滤镜本身是风格方案，可仿某风格LUT但供给偏调色而非风格化", "q": ["怎么做电影风格滤镜 LUT", "调色滤镜怎么模仿某部电影"]}, {"tier": 0, "r": "构图布局是空间方案，非审美风格对象", "q": []}, {"tier": 2, "r": "截图可拿去卡通化/转风格，有需求但供给归到成品图", "q": ["截图怎么转动漫风", "照片卡通化怎么弄"]}, {"tier": 2, "r": "视频片段可风格化处理，热门但供给多落在视频成品", "q": ["视频片段怎么转手绘风", "视频片段怎么转动漫风"]}, {"tier": 0, "r": "转场片段是过渡视频，风格化无意义、供给空", "q": []}, {"tier": 1, "r": "关键帧可风格化，但属抽帧后处理、独立供给低", "q": ["关键帧怎么转绘画风格", "关键帧风格化怎么处理"]}, {"tier": 0, "r": "音效是声音，非视觉，不能风格化", "q": []}, {"tier": 0, "r": "特效是动态效果配置，非可换审美风格的对象", "q": []}, {"tier": 0, "r": "大纲是文字骨架，非视觉，不能风格化", "q": []}, {"tier": 0, "r": "脚本是文本，非视觉对象，风格化不成立", "q": []}, {"tier": 0, "r": "分镜脚本是文字，非视觉，不能风格化", "q": []}, {"tier": 0, "r": "剪辑脚本是时间轴文本，无视觉风格", "q": []}, {"tier": 0, "r": "配音文案是文字，非视觉，不能风格化", "q": []}, {"tier": 3, "r": "底图风格化（卡通/油画/转绘）是SD/图生图核心热门，教程海量", "q": ["图生图怎么转动漫风格", "SD 照片转油画卡通", "底图风格迁移怎么做"]}, {"tier": 1, "r": "样图可风格化，但属候选阶段、供给归底图/成品", "q": ["样图怎么批量换风格", "候选样图怎么统一风格"]}, {"tier": 2, "r": "分镜视频可整体风格化，有需求但供给落在视频成品", "q": ["分镜视频怎么统一转动漫风", "分镜视频风格化怎么做"]}, {"tier": 1, "r": "图层组合可分层换风格，但属设计操作、风格迁移供给低", "q": ["PSD 设计稿怎么整体换风格", "PSD 怎么整体风格迁移"]}, {"tier": 1, "r": "拼图可整体风格化，但供给归单图风格化", "q": ["九宫格图怎么统一画风", "拼图怎么统一成一种画风"]}, {"tier": 0, "r": "歌词是文字，非视觉，不能视觉风格化", "q": []}, {"tier": 0, "r": "配音是音频，非视觉，不能风格化", "q": []}, {"tier": 0, "r": "BGM是音频，非视觉，不能风格化", "q": []}, {"tier": 1, "r": "字幕样式可做花字/风格化，但属字体特效、风格迁移供给低", "q": ["视频字幕怎么做花字样式", "字幕怎么做风格化样式"]}, {"tier": 0, "r": "标题是文字内容，非视觉对象，不能视觉风格化", "q": []}, {"tier": 0, "r": "正文是文字内容，非视觉对象，不能视觉风格化", "q": []}, {"tier": 3, "r": "成品图风格迁移/卡通化是SD核心热门，教程海量、搜得准", "q": ["照片怎么转吉卜力风格", "AI 图片风格迁移教程", "真人转动漫怎么做"]}, {"tier": 3, "r": "视频风格化（转动漫/手绘）是当下热门，Domo/剪映教程多", "q": ["视频怎么转动漫风格", "AI 视频风格化 Domo 教程", "真人视频转手绘风"]}, {"tier": 2, "r": "合成图可整体风格化，有需求但供给归一般图像风格迁移", "q": ["合成海报怎么统一画风", "合成图怎么整体换画风"]}, {"tier": 0, "r": "知识库是文字资料，非视觉，不能风格化", "q": []}], [{"tier": 1, "r": "提示词转语种属重述范畴，作为纯格式转换供给低", "q": ["提示词不同模型格式怎么转换", "提示词怎么适配不同模型"]}, {"tier": 0, "r": "负向提示词无技术格式转换需求", "q": []}, {"tier": 0, "r": "描述无技术形式/格式转换概念", "q": []}, {"tier": 0, "r": "生成参数是算法数值，无媒介/格式转换语义", "q": []}, {"tier": 1, "r": "规格参数本身就是格式设定，转换更像改值而非转换对象、供给低", "q": ["视频导出格式参数怎么设", "导出规格参数怎么换"]}, {"tier": 1, "r": "模型权重格式转换（safetensors/ckpt、合并）有需求但偏小众", "q": ["ckpt 转 safetensors 怎么弄", "LoRA 格式转换"]}, {"tier": 0, "r": "评分是数字，无格式转换", "q": []}, {"tier": 0, "r": "评语无技术形式转换需求", "q": []}, {"tier": 1, "r": "工作流可跨工具迁移/格式转换（如ComfyUI转其他），但供给小众", "q": ["ComfyUI 工作流怎么转其他工具", "工作流怎么迁移到别的工具"]}, {"tier": 0, "r": "批处理是执行配置，无媒介/格式转换概念", "q": []}, {"tier": 0, "r": "数字人是形象资产，无技术格式转换语义", "q": []}, {"tier": 0, "r": "版式是布局，无技术媒介转换语义", "q": []}, {"tier": 0, "r": "模板是填充骨架，无格式转换语义", "q": []}, {"tier": 1, "r": "参考图可转格式，但作为参考用途格式无关、供给低", "q": ["参考图怎么转png格式", "参考图格式怎么批量转换"]}, {"tier": 1, "r": "参考视频可转格式，但参考用途下格式转换需求低", "q": ["参考视频怎么转mp4导入", "参考视频格式怎么转"]}, {"tier": 1, "r": "参考音频可转格式，但参考用途下需求低", "q": ["参考音频怎么转wav", "参考音频格式怎么转"]}, {"tier": 0, "r": "对标内容是研究对象，无格式转换语义", "q": []}, {"tier": 0, "r": "分镜图作为规划设定图，无技术格式转换需求", "q": []}, {"tier": 0, "r": "转场是效果配置，无媒介格式转换", "q": []}, {"tier": 0, "r": "蒙版作为中间产物无独立格式转换需求", "q": []}, {"tier": 0, "r": "控制图作为中间产物无独立格式转换需求", "q": []}, {"tier": 0, "r": "运动轨迹是路径数据，无媒介格式转换", "q": []}, {"tier": 0, "r": "滤镜是效果配置，无媒介格式转换", "q": []}, {"tier": 0, "r": "构图布局是空间方案，无格式转换", "q": []}, {"tier": 1, "r": "截图可转格式，但属基础操作、know-how浅", "q": ["截图怎么转jpg/png", "截图怎么改成透明png"]}, {"tier": 2, "r": "视频片段转格式/编码是剪辑常见前处理，供给中等", "q": ["视频片段怎么转mp4格式", "剪映导入视频格式转换"]}, {"tier": 0, "r": "转场片段作为衔接素材无独立格式转换需求", "q": []}, {"tier": 0, "r": "关键帧是抽出的图，格式转换需求极低", "q": []}, {"tier": 1, "r": "音效可转格式，但属基础操作、供给低", "q": ["音效怎么转wav/mp3", "音效格式怎么转换"]}, {"tier": 0, "r": "特效是动态效果配置，无媒介格式转换", "q": []}, {"tier": 0, "r": "大纲是文字骨架，无技术形式转换语义", "q": []}, {"tier": 1, "r": "脚本可转语种/格式，但属重述、纯转换供给低", "q": ["脚本怎么转成分镜表格式", "脚本怎么转分镜格式"]}, {"tier": 1, "r": "分镜脚本可转表格/格式，但供给低", "q": ["分镜脚本怎么导出表格", "分镜脚本怎么转剪辑表"]}, {"tier": 1, "r": "剪辑脚本可转剪辑软件工程格式，但小众", "q": ["剪辑脚本怎么导入剪映", "剪辑脚本怎么转工程文件"]}, {"tier": 1, "r": "配音文案转语种属重述，纯格式转换供给低", "q": ["配音文案怎么转srt字幕", "配音文案怎么转时间轴字幕"]}, {"tier": 1, "r": "底图可转格式，但作为编辑基础格式转换需求低", "q": ["底图怎么转png保留图层", "底图怎么转无损格式"]}, {"tier": 0, "r": "样图是候选图，无独立格式转换需求", "q": []}, {"tier": 1, "r": "分镜视频可转格式导出，但属导出环节、供给低", "q": ["分镜视频导出格式怎么选", "分镜视频怎么转指定格式"]}, {"tier": 2, "r": "图层组合转格式（PSD/AI/分层导出）是设计交付常见，供给中等", "q": ["PSD 怎么转可编辑分层文件", "设计稿格式转换导出"]}, {"tier": 0, "r": "拼图作为图像无突出格式转换需求", "q": []}, {"tier": 0, "r": "歌词作为词作内容无技术格式转换语义", "q": []}, {"tier": 1, "r": "配音可转音频格式，但属基础操作、供给低", "q": ["配音音频怎么转mp3", "配音怎么转无损音频"]}, {"tier": 1, "r": "BGM可转格式，但属基础操作、know-how浅", "q": ["BGM 怎么转无损格式", "BGM 格式怎么转换"]}, {"tier": 2, "r": "字幕格式转换（srt/ass/转语种、压制）是剪辑常见刚需，供给中等", "q": ["srt 字幕怎么转ass", "视频字幕格式转换工具"]}, {"tier": 0, "r": "标题转语种属重述，纯格式转换无意义", "q": []}, {"tier": 1, "r": "正文转文档格式有需求，但转语种归重述、纯格式know-how浅", "q": ["markdown 正文怎么转word", "正文怎么转pdf/word"]}, {"tier": 2, "r": "成品图转格式/分辨率/画幅是出图交付常见操作，供给中等", "q": ["图片怎么转png透明背景", "成品图批量转格式工具"]}, {"tier": 3, "r": "视频成品横竖屏/格式转换是发布刚需，剪映等教程海量", "q": ["视频怎么转竖屏发抖音", "mp4 转 gif 怎么弄", "剪映横屏转竖屏"]}, {"tier": 1, "r": "合成图可转格式，但属交付基础操作、供给低", "q": ["合成图怎么导出指定格式", "合成图怎么转png/jpg"]}, {"tier": 0, "r": "知识库是资料集合，无技术媒介格式转换语义", "q": []}], [{"tier": 1, "r": "替换提示词=改写prompt成立但属重述范畴，专门教程散，query精准度低", "q": ["AI绘画提示词替换技巧", "SD prompt关键词替换"]}, {"tier": 1, "r": "替换负向提示词成立，但属调试细节，独立教程少", "q": ["SD负向提示词怎么换", "negative prompt替换"]}, {"tier": 0, "r": "替换描述与重述/键入语义重叠，无独立替换工序含义", "q": []}, {"tier": 0, "r": "生成参数是连续值，换值归调整，'替换参数'语义不成立", "q": []}, {"tier": 0, "r": "规格参数属设定/调整，无替换语义", "q": []}, {"tier": 2, "r": "换LoRA/checkpoint是真实高频操作，供给中等，query较准", "q": ["SD怎么换checkpoint大模型", "comfyui切换LoRA模型"]}, {"tier": 0, "r": "评分是评估结论，无'替换'语义", "q": []}, {"tier": 0, "r": "评语是评估文字，替换语义不成立", "q": []}, {"tier": 0, "r": "替换工作流=换流程，语义牵强，无专门know-how", "q": []}, {"tier": 0, "r": "批处理无'替换'语义", "q": []}, {"tier": 2, "r": "换数字人形象是真实需求，供给中等但教程偏散", "q": ["数字人怎么换形象", "heygen更换数字人模特"]}, {"tier": 0, "r": "版式是复用骨架，'替换版式'语义=换模板，归选取不成立", "q": []}, {"tier": 1, "r": "换剪辑/设计模板成立，但更像选取，专门教程少", "q": ["剪映模板替换素材", "设计模板套用换图"]}, {"tier": 1, "r": "换参考图成立但只是输入操作，无手艺含量", "q": ["垫图替换参考图", "换参考图重新生成"]}, {"tier": 1, "r": "换参考视频成立，操作简单教程稀少", "q": ["动作迁移换参考视频", "runway换参考视频"]}, {"tier": 2, "r": "换参考音频=AI换声/音色克隆，热门刚需，query较准", "q": ["AI换声克隆音色", "RVC替换参考音色教程"]}, {"tier": 0, "r": "对标内容是研究样本，无'替换'工序语义", "q": []}, {"tier": 0, "r": "分镜图替换语义牵强，无独立know-how", "q": []}, {"tier": 1, "r": "换转场效果成立，但更偏选取，教程混在剪辑里", "q": ["剪映转场效果替换", "换转场样式"]}, {"tier": 0, "r": "蒙版是过程图，'替换蒙版'语义不成立", "q": []}, {"tier": 1, "r": "换控制图成立但属输入操作，无手艺，教程散", "q": ["controlnet换控制图", "换pose骨架图"]}, {"tier": 0, "r": "运动轨迹替换语义牵强，无专门内容", "q": []}, {"tier": 1, "r": "换滤镜/LUT成立但偏选取，独立教程少", "q": ["剪映换滤镜调色", "LUT替换"]}, {"tier": 0, "r": "构图布局是一次性方案，替换语义不成立", "q": []}, {"tier": 0, "r": "截图是采集动作产物，无'替换截图'工序", "q": []}, {"tier": 1, "r": "替换视频片段=换素材成立，混在剪辑教程里", "q": ["剪映替换视频素材", "时间轴替换片段"]}, {"tier": 0, "r": "转场片段替换语义牵强，无专门内容", "q": []}, {"tier": 0, "r": "关键帧是抽取产物，'替换关键帧'无工序语义", "q": []}, {"tier": 1, "r": "换音效成立但偏选取，教程稀少", "q": ["视频替换音效", "换音效素材"]}, {"tier": 1, "r": "换特效成立但偏选取，独立know-how少", "q": ["剪映替换特效", "换特效素材"]}, {"tier": 0, "r": "大纲是文字骨架，'替换大纲'归重写，无替换工序", "q": []}, {"tier": 0, "r": "脚本替换语义=改写，归重述不成立", "q": []}, {"tier": 0, "r": "分镜脚本替换语义牵强，无专门内容", "q": []}, {"tier": 0, "r": "剪辑脚本替换无独立工序含义", "q": []}, {"tier": 0, "r": "配音文案替换=改写文本，无替换工序", "q": []}, {"tier": 1, "r": "换底图成立但只是输入选择，无手艺", "q": ["图生图换底图", "换底图重绘"]}, {"tier": 0, "r": "样图是候选态，替换语义不成立", "q": []}, {"tier": 0, "r": "分镜视频替换语义牵强，无专门内容", "q": []}, {"tier": 1, "r": "替换图层成立，PS换图层有教程但偏零散", "q": ["PS替换图层内容", "智能对象替换图层"]}, {"tier": 0, "r": "拼图整体替换语义牵强，归重做", "q": []}, {"tier": 0, "r": "歌词替换=改词，归重述，无替换工序", "q": []}, {"tier": 2, "r": "替换配音=AI换声/换配音员，热门需求query较准", "q": ["视频替换AI配音", "换配音音色教程"]}, {"tier": 1, "r": "换BGM成立但属选取，独立手艺少", "q": ["视频替换BGM背景音乐", "换背景音乐教程"]}, {"tier": 0, "r": "字幕替换=改文字，归重述/识别，无替换工序", "q": []}, {"tier": 0, "r": "标题替换=改写，归重述不成立", "q": []}, {"tier": 0, "r": "正文替换=改写，归重述不成立", "q": []}, {"tier": 3, "r": "换脸/换装/换背景成品图，热门刚需+教程海量+搜得准", "q": ["AI一键换脸教程", "ReActor换脸怎么用", "SD一键换装换背景"]}, {"tier": 3, "r": "视频换脸/换背景成品，热门核心+教程多+精准", "q": ["视频AI换脸教程", "视频一键换背景换天空"]}, {"tier": 2, "r": "合成图换元素成立有价值，但教程混在合成里", "q": ["合成图换背景元素", "PS合成替换主体"]}, {"tier": 0, "r": "知识库无'替换'工序语义", "q": []}], [{"tier": 0, "r": "提示词是离散文本，无continuous微调语义", "q": []}, {"tier": 0, "r": "负向提示词非连续值，'调整'语义不成立", "q": []}, {"tier": 0, "r": "描述是文本，无连续微调含义", "q": []}, {"tier": 2, "r": "调CFG/采样步数/去噪强度是核心调参，教程多query准", "q": ["SD CFG怎么调最好", "采样步数和去噪强度怎么调"]}, {"tier": 1, "r": "调分辨率/比例成立但偏设定，手艺含量低", "q": ["SD出图分辨率怎么设", "调输出尺寸比例"]}, {"tier": 2, "r": "调LoRA权重是真实高频微调，教程较多", "q": ["LoRA权重调多少合适", "多个LoRA权重怎么配比"]}, {"tier": 0, "r": "评分是结论，无连续微调语义", "q": []}, {"tier": 0, "r": "评语是定性文字，'调整'不成立", "q": []}, {"tier": 1, "r": "微调工作流参数成立，但属泛操作教程散", "q": ["comfyui工作流参数调整", "微调pipeline配置"]}, {"tier": 0, "r": "批处理是执行配置，无连续微调语义", "q": []}, {"tier": 1, "r": "微调数字人参数(语速/口型)成立，教程稀少", "q": ["数字人语速口型调整", "数字人参数微调"]}, {"tier": 0, "r": "版式是骨架，无continuous属性可调", "q": []}, {"tier": 0, "r": "模板套用非连续微调，'调整模板'语义弱", "q": []}, {"tier": 1, "r": "调参考图权重/影响度成立，教程少", "q": ["垫图参考图权重怎么调", "ipadapter权重调整"]}, {"tier": 0, "r": "参考视频是范本，无连续属性微调含义", "q": []}, {"tier": 0, "r": "参考音频是范本样本，'调整'语义牵强", "q": []}, {"tier": 0, "r": "对标内容是研究样本，无微调语义", "q": []}, {"tier": 0, "r": "分镜图是设定图，无连续微调语义", "q": []}, {"tier": 1, "r": "调转场时长/强度成立，混在剪辑教程里", "q": ["剪映转场时长调整", "转场速度怎么调"]}, {"tier": 1, "r": "调蒙版羽化/边缘成立，教程偏专业小众", "q": ["蒙版羽化值调整", "mask边缘过渡调"]}, {"tier": 1, "r": "调控制图权重(controlnet强度)成立，教程中等", "q": ["controlnet权重怎么调", "控制图强度调整"]}, {"tier": 1, "r": "调运动轨迹幅度/速度成立，教程稀少", "q": ["motion brush幅度调整", "运动轨迹速度怎么调"]}, {"tier": 2, "r": "调滤镜强度/调色是核心微调，剪映/PS教程多", "q": ["剪映滤镜浓度调整", "LUT强度怎么调"]}, {"tier": 0, "r": "构图布局是离散方案，无连续微调语义", "q": []}, {"tier": 0, "r": "截图是采集产物，'调整'归调色等其他类型", "q": []}, {"tier": 1, "r": "调视频片段速度/时长成立，混在剪辑里", "q": ["剪映片段变速调整", "视频片段时长拉伸"]}, {"tier": 0, "r": "转场片段微调语义牵强，无专门内容", "q": []}, {"tier": 0, "r": "关键帧抽取产物，'调整'语义不清", "q": []}, {"tier": 1, "r": "调音效音量成立，混在音频教程里", "q": ["音效音量调整", "调音效大小"]}, {"tier": 1, "r": "调特效参数(强度/速度)成立，教程偏散", "q": ["剪映特效参数调整", "特效速度强度怎么调"]}, {"tier": 0, "r": "大纲是文字骨架，无连续微调语义", "q": []}, {"tier": 0, "r": 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