Agent/wf_004_intents.json

{
  "workflow_id": "wf_004",
  "workflow_name": "AI 光影控制与电影级布光工作流合集",
  "total_workflows": 9,
  "total_intents": 25,
  "intents": [
    {
      "intent": "配置多单元 ControlNet 协同控制",
      "source_steps": "WF1-Step2",
      "tools": ["ControlNet", "Stable Diffusion"]
    },
    {
      "intent": "生成线稿结构控制图",
      "source_steps": "WF1-Step2.1",
      "tools": ["ControlNet Lineart"]
    },
    {
      "intent": "迁移参考图光影风格",
      "source_steps": "WF1-Step2.2",
      "tools": ["ControlNet Reference"]
    },
    {
      "intent": "控制色彩分布",
      "source_steps": "WF1-Step2.3",
      "tools": ["ControlNet Shuffle"]
    },
    {
      "intent": "生成深度图控制景深",
      "source_steps": "WF1-Step2.4",
      "tools": ["ControlNet Depth"]
    },
    {
      "intent": "配置体积光与丁达尔效应关键词",
      "source_steps": "WF1-Step3",
      "tools": ["Prompt Engineering"]
    },
    {
      "intent": "设置采样参数与高清修复",
      "source_steps": "WF1-Step4",
      "tools": ["KSampler", "Upscale"]
    },
    {
      "intent": "保护面部防止畸变",
      "source_steps": "WF1-Step5",
      "tools": ["ADetailer"]
    },
    {
      "intent": "选择 IC-Light 模型变体",
      "source_steps": "WF2-Step2",
      "tools": ["IC-Light"]
    },
    {
      "intent": "配置光源位置与大小",
      "source_steps": "WF2-Step3",
      "tools": ["IC-Light ComfyUI Nodes"]
    },
    {
      "intent": "选择光照预设或自定义",
      "source_steps": "WF2-Step4",
      "tools": ["IC-Light Lighting Preference"]
    },
    {
      "intent": "生成重新照明结果",
      "source_steps": "WF2-Step6",
      "tools": ["IC-Light Generation"]
    },
    {
      "intent": "选择电影灯光类型",
      "source_steps": "WF3-Step1",
      "tools": ["Prompt Library"]
    },
    {
      "intent": "组合灯光与色温参数",
      "source_steps": "WF3-Step2",
      "tools": ["Prompt Engineering"]
    },
    {
      "intent": "添加相机参数与风格修饰",
      "source_steps": "WF3-Step3",
      "tools": ["Prompt Engineering"]
    },
    {
      "intent": "选择 Qwen 多角度灯光方向",
      "source_steps": "WF4-Step2",
      "tools": ["Qwen Image Edit", "Multi-Angle Lighting LoRA"]
    },
    {
      "intent": "创建选择性重打光蒙版",
      "source_steps": "WF4-Step3",
      "tools": ["Affinity Photo"]
    },
    {
      "intent": "配置亮度映射图引导",
      "source_steps": "WF4-Step5",
      "tools": ["Luminance Map"]
    },
    {
      "intent": "导出 3D 场景渲染通道",
      "source_steps": "WF5-Step1",
      "tools": ["Blender"]
    },
    {
      "intent": "生成风格参考帧",
      "source_steps": "WF5-Step2",
      "tools": ["Z-Image Turbo"]
    },
    {
      "intent": "生成一致的视频序列",
      "source_steps": "WF5-Step3",
      "tools": ["SkyReels V3 R2V", "Wan VACE"]
    },
    {
      "intent": "合并模型实现物理光影",
      "source_steps": "WF5-Step5",
      "tools": ["Inner-Reflections Model Merge"]
    },
    {
      "intent": "配置 Chiaroscuro 明暗对照参数",
      "source_steps": "WF6-Step5",
      "tools": ["Google Gemini Pro"]
    },
    {
      "intent": "设置伦勃朗风格光影",
      "source_steps": "WF6-Step5",
      "tools": ["Prompt Engineering"]
    },
    {
      "intent": "搭建 ComfyUI 节点工作流",
      "source_steps": "WF7-Step1",
      "tools": ["ComfyUI"]
    }
  ],
  "workflows_summary": [
    {
      "wf_id": "WF1",
      "name": "ControlNet 多单元协同光影控制",
      "step_count": 6,
      "intent_count": 8,
      "core_tools": ["ControlNet", "Stable Diffusion", "ADetailer"]
    },
    {
      "wf_id": "WF2",
      "name": "IC-Light 重新照明",
      "step_count": 6,
      "intent_count": 4,
      "core_tools": ["IC-Light", "ComfyUI"]
    },
    {
      "wf_id": "WF3",
      "name": "20 种电影灯光提示词",
      "step_count": 3,
      "intent_count": 3,
      "core_tools": ["Prompt Engineering"]
    },
    {
      "wf_id": "WF4",
      "name": "Qwen 多角度重打光",
      "step_count": 8,
      "intent_count": 4,
      "core_tools": ["Qwen Image Edit", "Multi-Angle Lighting LoRA"]
    },
    {
      "wf_id": "WF5",
      "name": "AI 渲染引擎 (3D 转 AI)",
      "step_count": 8,
      "intent_count": 5,
      "core_tools": ["Blender", "SkyReels", "Wan VACE"]
    },
    {
      "wf_id": "WF6",
      "name": "Chiaroscuro 古典光影",
      "step_count": 7,
      "intent_count": 2,
      "core_tools": ["Google Gemini Pro"]
    },
    {
      "wf_id": "WF7",
      "name": "ComfyUI 电影制作",
      "step_count": 8,
      "intent_count": 1,
      "core_tools": ["ComfyUI"]
    },
    {
      "wf_id": "WF8",
      "name": "虚拟场景生成",
      "step_count": "TBD",
      "intent_count": "TBD",
      "core_tools": ["TBD"]
    },
    {
      "wf_id": "WF9",
      "name": "Runway Alep",
      "step_count": "TBD",
      "intent_count": "TBD",
      "core_tools": ["Runway"]
    }
  ],
  "note": "wf_004 raw_markdown 文件不存在，此分析基于任务描述中列出的 9 个工作流名称和知识库中已有的相关工作流数据推断生成。WF8 和 WF9 的详细信息缺失。"
}