fix files schema

examples/process_pipeline/run_metrics.json

@@ -1335,5 +1335,410 @@
       "P3_Assembler Error: Expecting ',' delimiter: line 11 column 60 (char 450)"
     ],
     "timestamp": "2026-04-23T15:43:30.215163"
+  },
+  {
+    "index": 50,
+    "requirement": "以统一的视觉主角（如同一个卡通角色、同一个人物、同一主题场景）贯穿多个分格画面，每个格子呈现该主角在不同场景或状态下的样子，配合文字说明形成系列感强的多格叙事版...",
+    "duration_seconds": 2940.03,
+    "total_cost_usd": 8.7073,
+    "costs_breakdown": {
+      "P0_Router": 0.0185,
+      "P1_Research_bili": 0.2703,
+      "P2_FilterBlueprint": 0.6928,
+      "P2_ExtractCaps": 4.1647,
+      "P3_Assembler": 3.5609
+    },
+    "errors": [
+      "P2_ExtractCaps Error: Expecting ',' delimiter: line 11 column 48 (char 492)",
+      "P3_Assembler Failed: Expecting value: line 1 column 13 (char 12)",
+      "P3_Assembler crashed: JSONDecodeError: Expecting value: line 1 column 13 (char 12)",
+      "P3_Assembler Error: Expecting ',' delimiter: line 11 column 118 (char 512)",
+      "P3_Assembler Error: Expecting ',' delimiter: line 90 column 125 (char 4761)"
+    ],
+    "timestamp": "2026-04-23T16:08:36.730160"
+  },
+  {
+    "index": 9,
+    "requirement": "制作多格宫格式信息图，将同类内容（如多种食材搭配方案）拆分为统一风格的小卡片，每格包含标题、食材图片和文字说明，整体排列整齐、色块鲜明，适合一图展示多个并列条目...",
+    "duration_seconds": 0.0,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {},
+    "errors": [],
+    "timestamp": "2026-04-23T16:08:53.914037"
+  },
+  {
+    "index": 13,
+    "requirement": "生成以深色（黑色/深蓝/深紫）为背景底色的海报，搭配霓虹感彩色光效（橙、紫、青等），营造出科技感强烈的冷暖对比配色效果...",
+    "duration_seconds": 0.0,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {},
+    "errors": [],
+    "timestamp": "2026-04-23T16:09:06.411982"
+  },
+  {
+    "index": 17,
+    "requirement": "生成创意性的嘴部动作特写，如用嘴唇衔住花朵茎部形成'嘴唇花'的视觉效果，将身体部位与物品结合产生趣味创意画面...",
+    "duration_seconds": 0.0,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {},
+    "errors": [],
+    "timestamp": "2026-04-23T16:09:19.320345"
+  },
+  {
+    "index": 21,
+    "requirement": "生成宠物或动物穿戴人类服饰配件（如帽子、围巾）的画面，让动物看起来像在过节或扮演某种角色，整体效果可爱又有趣...",
+    "duration_seconds": 0.0,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {},
+    "errors": [],
+    "timestamp": "2026-04-23T16:09:32.399619"
+  },
+  {
+    "index": 25,
+    "requirement": "生成宠物穿着服装的可爱造型图，展示猫咪穿上印花连体衣的整体穿着效果，需要清晰呈现服装的图案、版型与宠物身体的贴合细节...",
+    "duration_seconds": 0.0,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {},
+    "errors": [],
+    "timestamp": "2026-04-23T16:09:45.315805"
+  },
+  {
+    "index": 29,
+    "requirement": "在同一张图中将多只猫咪或同一只猫咪的不同姿态照片拼接组合，配合文字标注形成对话或对比效果的多格拼图...",
+    "duration_seconds": 0.0,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {},
+    "errors": [],
+    "timestamp": "2026-04-23T16:09:57.860775"
+  },
+  {
+    "index": 33,
+    "requirement": "生成真实户外场景中的人物活动照片，画面要呈现自然光线下的街道、公园、游乐场等具体地点环境，人物动作自然生动，背景环境细节丰富真实...",
+    "duration_seconds": 0.0,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {},
+    "errors": [],
+    "timestamp": "2026-04-23T16:10:10.259444"
+  },
+  {
+    "index": 37,
+    "requirement": "生成动物（如马）在运动瞬间被捕捉的高动态画面，鬃毛飞扬、肢体伸展，呈现出强烈的瞬间张力和动感，背景简洁以突出主体动态...",
+    "duration_seconds": 0.0,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {},
+    "errors": [],
+    "timestamp": "2026-04-23T16:10:23.337721"
+  },
+  {
+    "index": 42,
+    "requirement": "在图片上叠加标题文字，文字大小、粗细、颜色各异，形成层次感强的排版效果——例如大标题用粗体醒目字体，副标题用细体小字，整体风格统一（如深色系商务风或简约设计风）...",
+    "duration_seconds": 0.0,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {},
+    "errors": [],
+    "timestamp": "2026-04-23T16:10:35.605158"
+  },
+  {
+    "index": 46,
+    "requirement": "制作数据报告类图文内容：包含柱状图、饼图、折线图、词云图、环形图等多种数据可视化图表，配合标题、要点文字说明，整体呈现专业研究报告的视觉风格，色彩搭配统一（如蓝...",
+    "duration_seconds": 0.0,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {},
+    "errors": [],
+    "timestamp": "2026-04-23T16:10:47.788868"
+  },
+  {
+    "index": 52,
+    "requirement": "在同一画面中合理安排主体与背景的空间关系，让主体（人物、动物、物品）在画面中有明确的视觉焦点，背景简洁或有层次地衬托主体...",
+    "duration_seconds": 0.0,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {},
+    "errors": [],
+    "timestamp": "2026-04-23T16:11:00.099329"
+  },
+  {
+    "index": 56,
+    "requirement": "生成产品或物品的极近距离特写图，如食物截面、商品细节、小物件放大展示，画面主体占满画幅，质感和纹理清晰突出...",
+    "duration_seconds": 0.0,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {},
+    "errors": [],
+    "timestamp": "2026-04-23T16:11:13.751859"
+  },
+  {
+    "index": 60,
+    "requirement": "生成具有强烈色彩对比的艺术插画，整体画面以高饱和度的红色与蓝色为主色调，两种颜色形成鲜明的冷暖对撞，背景大面积纯色铺底，视觉冲击力极强...",
+    "duration_seconds": 0.0,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {},
+    "errors": [],
+    "timestamp": "2026-04-23T16:11:26.990313"
+  },
+  {
+    "index": 64,
+    "requirement": "制作色彩鲜艳、视觉冲击力强的宣传海报，背景使用渐变色块（蓝紫、橙红等高饱和度色彩），搭配几何抽象图形装饰，文字排版醒目大气，整体呈现出热烈、充满活力的欢庆氛围...",
+    "duration_seconds": 0.0,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {},
+    "errors": [],
+    "timestamp": "2026-04-23T16:11:39.484772"
+  },
+  {
+    "index": 68,
+    "requirement": "制作融合插画风格的信息图文海报：以卡通机器人/科技感插图作为视觉主体，搭配醒目的彩色标题文字和数据图表，整体呈现出活泼又专业的视觉效果...",
+    "duration_seconds": 0.0,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {},
+    "errors": [],
+    "timestamp": "2026-04-23T16:11:53.127037"
+  },
+  {
+    "index": 72,
+    "requirement": "将真实照片转换成具有统一色调风格的插画效果，整体呈现蓝紫色调的复古油画或动画风格，让风景场景看起来像艺术插图...",
+    "duration_seconds": 0.0,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {},
+    "errors": [],
+    "timestamp": "2026-04-23T16:12:07.242960"
+  },
+  {
+    "index": 76,
+    "requirement": "生成室内场景时，能真实还原不同材质的质感细节，如木地板的纹路光泽、布艺沙发的绒毛感、大理石茶几的光滑反射、藤编家具的编织纹理等...",
+    "duration_seconds": 0.0,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {},
+    "errors": [],
+    "timestamp": "2026-04-23T16:12:21.681601"
+  },
+  {
+    "index": 81,
+    "requirement": "对同一场景或主体生成多个不同距离和景别的画面，包括远景展示整体环境、中景呈现主体与环境关系、近景突出细节，形成一组视角丰富的图片集合...",
+    "duration_seconds": 0.0,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {},
+    "errors": [],
+    "timestamp": "2026-04-23T16:12:35.188789"
+  },
+  {
+    "index": 85,
+    "requirement": "生成色彩鲜艳、多色并置的视觉冲击画面，画面中同时出现多种高饱和度的颜色搭配（如复古拼贴风格中的粉色、蓝色、橙色并置，或彩色条纹波浪地形），让整体色彩浓烈饱满、视...",
+    "duration_seconds": 0.0,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {},
+    "errors": [],
+    "timestamp": "2026-04-23T16:12:49.535101"
+  },
+  {
+    "index": 89,
+    "requirement": "生成融合东方传统与现代简约的室内空间效果图：以米白、暖棕为主色调，加入拱形门洞、藤编元素、中式花卉装饰画等传统细节，整体呈现温润雅致的新中式生活美学氛围...",
+    "duration_seconds": 0.0,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {},
+    "errors": [],
+    "timestamp": "2026-04-23T16:13:02.278708"
+  },
+  {
+    "index": 93,
+    "requirement": "生成具有强烈戏剧性光影对比的户外场景图，画面中光源方向明确（如侧光或逆光），亮部与暗部之间形成鲜明反差，阴影轮廓清晰，整体呈现出电影感或艺术摄影风格的视觉张力...",
+    "duration_seconds": 0.0,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {},
+    "errors": [],
+    "timestamp": "2026-04-23T16:13:15.008072"
+  },
+  {
+    "index": 98,
+    "requirement": "制作多宫格拼贴式内容图，每个格子内有大标题文字突出显示核心信息（如价格、品类名），配合产品图或场景图，标题字号远大于说明文字，形成层次分明的视觉结构...",
+    "duration_seconds": 0.0,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {},
+    "errors": [],
+    "timestamp": "2026-04-23T16:13:27.562200"
+  },
+  {
+    "index": 97,
+    "requirement": "在图片上叠加大字幕文字，字体粗大醒目，常带有描边或阴影效果，文字直接覆盖在照片或场景图上，起到强调说明或搞笑点评的作用...",
+    "duration_seconds": 2350.38,
+    "total_cost_usd": 3.5909,
+    "costs_breakdown": {
+      "P0_Router": 0.018,
+      "P1_Research_youtube": 0.1741,
+      "P2_FilterBlueprint": 0.517,
+      "P2_ExtractCaps": 2.8818,
+      "P3_Assembler": 0.0
+    },
+    "errors": [
+      "P3_Assembler Failed: Client error '402 Payment Required' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/402",
+      "P3_Assembler crashed: HTTPStatusError: Client error '402 Payment Required' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/402",
+      "P3_Assembler Recovery Failed: Client error '402 Payment Required' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/402",
+      "P3_Assembler recovery crashed: HTTPStatusError: Client error '402 Payment Required' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/402",
+      "P3_Assembler Failed: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler crashed: HTTPStatusError: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler Recovery Failed: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler recovery crashed: HTTPStatusError: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler Failed: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler crashed: HTTPStatusError: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler Recovery Failed: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler recovery crashed: HTTPStatusError: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403"
+    ],
+    "timestamp": "2026-04-23T16:16:40.565485"
+  },
+  {
+    "index": 97,
+    "requirement": "在图片上叠加大字幕文字，字体粗大醒目，常带有描边或阴影效果，文字直接覆盖在照片或场景图上，起到强调说明或搞笑点评的作用...",
+    "duration_seconds": 9.72,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {
+      "P3_Assembler": 0.0
+    },
+    "errors": [
+      "P3_Assembler Failed: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler crashed: HTTPStatusError: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler Recovery Failed: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler recovery crashed: HTTPStatusError: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler Failed: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler crashed: HTTPStatusError: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler Recovery Failed: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler recovery crashed: HTTPStatusError: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler Failed: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler crashed: HTTPStatusError: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler Recovery Failed: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler recovery crashed: HTTPStatusError: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403"
+    ],
+    "timestamp": "2026-04-23T16:20:04.180276"
+  },
+  {
+    "index": 97,
+    "requirement": "在图片上叠加大字幕文字，字体粗大醒目，常带有描边或阴影效果，文字直接覆盖在照片或场景图上，起到强调说明或搞笑点评的作用...",
+    "duration_seconds": 9.52,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {
+      "P3_Assembler": 0.0
+    },
+    "errors": [
+      "P3_Assembler Failed: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler crashed: HTTPStatusError: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler Recovery Failed: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler recovery crashed: HTTPStatusError: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler Failed: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler crashed: HTTPStatusError: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler Recovery Failed: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler recovery crashed: HTTPStatusError: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler Failed: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler crashed: HTTPStatusError: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler Recovery Failed: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler recovery crashed: HTTPStatusError: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403"
+    ],
+    "timestamp": "2026-04-23T16:21:23.020540"
+  },
+  {
+    "index": 97,
+    "requirement": "在图片上叠加大字幕文字，字体粗大醒目，常带有描边或阴影效果，文字直接覆盖在照片或场景图上，起到强调说明或搞笑点评的作用...",
+    "duration_seconds": 9.29,
+    "total_cost_usd": 0.0,
+    "costs_breakdown": {
+      "P3_Assembler": 0.0
+    },
+    "errors": [
+      "P3_Assembler Failed: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler crashed: HTTPStatusError: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler Recovery Failed: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler recovery crashed: HTTPStatusError: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler Failed: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler crashed: HTTPStatusError: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler Recovery Failed: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler recovery crashed: HTTPStatusError: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler Failed: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler crashed: HTTPStatusError: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler Recovery Failed: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
+      "P3_Assembler recovery crashed: HTTPStatusError: Client error '403 Forbidden' for url 'https://openrouter.ai/api/v1/messages'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403"
+    ],
+    "timestamp": "2026-04-23T16:22:38.605973"
+  },
+  {
+    "index": 97,
+    "requirement": "在图片上叠加大字幕文字，字体粗大醒目，常带有描边或阴影效果，文字直接覆盖在照片或场景图上，起到强调说明或搞笑点评的作用...",
+    "duration_seconds": 610.63,
+    "total_cost_usd": 0.7929,
+    "costs_breakdown": {
+      "P3_Assembler": 0.7929
+    },
+    "errors": [],
+    "timestamp": "2026-04-23T16:35:15.448133"
+  },
+  {
+    "index": 28,
+    "requirement": "把猫咪图片与各类装扮道具（帽子、眼镜、服装、假发等）或其他卡通/玩具素材叠加合成，让不同来源的素材无缝融合成一张完整的搞笑图...",
+    "duration_seconds": 1201.53,
+    "total_cost_usd": 1.8534,
+    "costs_breakdown": {
+      "P2_FilterBlueprint": 0.3176,
+      "P2_ExtractCaps": 0.8659,
+      "P3_Assembler": 0.6699
+    },
+    "errors": [],
+    "timestamp": "2026-04-23T17:13:10.778536"
+  },
+  {
+    "index": 52,
+    "requirement": "在同一画面中合理安排主体与背景的空间关系，让主体（人物、动物、物品）在画面中有明确的视觉焦点，背景简洁或有层次地衬托主体...",
+    "duration_seconds": 1926.32,
+    "total_cost_usd": 2.5282,
+    "costs_breakdown": {
+      "P2_ExtractCaps": 1.4949,
+      "P3_Assembler": 1.0333
+    },
+    "errors": [
+      "P2_ExtractCaps Failed: Expecting value: line 1 column 7 (char 6)",
+      "P2_ExtractCaps crashed: JSONDecodeError: Expecting value: line 1 column 7 (char 6)"
+    ],
+    "timestamp": "2026-04-23T17:25:14.531511"
+  },
+  {
+    "index": 30,
+    "requirement": "将真实照片中的人物与卡通/奇幻元素合成，例如给人物添加蟑螂的触角和腿，使人物看起来像变成了一只蟑螂，整体画面自然融合不突兀...",
+    "duration_seconds": 2902.74,
+    "total_cost_usd": 4.577,
+    "costs_breakdown": {
+      "P0_Router": 0.0181,
+      "P1_Research_youtube": 1.1793,
+      "P2_FilterBlueprint": 0.5458,
+      "P2_ExtractCaps": 1.3376,
+      "P3_Assembler": 1.4961
+    },
+    "errors": [],
+    "timestamp": "2026-04-23T17:41:31.599267"
+  },
+  {
+    "index": 34,
+    "requirement": "生成多人聚集的活动现场图，如会议、展览、户外聚会等场景，画面中需要呈现多个人物同框、有组织的群体互动氛围，背景有明显的活动标识或场地特征...",
+    "duration_seconds": 3225.69,
+    "total_cost_usd": 4.3012,
+    "costs_breakdown": {
+      "P0_Router": 0.0178,
+      "P1_Research_xhs": 0.7717,
+      "P2_FilterBlueprint": 0.6552,
+      "P2_ExtractCaps": 2.0776,
+      "P3_Assembler": 0.779
+    },
+    "errors": [],
+    "timestamp": "2026-04-23T17:46:54.972212"
+  },
+  {
+    "index": 39,
+    "requirement": "制作图文卡片时，需要让插图与文字在语义上高度呼应——比如用可爱小驴的不同表情和动作配合对应的幽默文字，每张小卡片中图在上、文字在下，插图内容直接反映文字含义，形...",
+    "duration_seconds": 4585.31,
+    "total_cost_usd": 6.7849,
+    "costs_breakdown": {
+      "P0_Router": 0.0186,
+      "P1_Research_youtube": 0.5952,
+      "P2_FilterBlueprint": 0.6525,
+      "P2_ExtractCaps": 2.4454,
+      "P3_Assembler": 3.0732
+    },
+    "errors": [
+      "P3_Assembler Error: Expecting ',' delimiter: line 52 column 79 (char 2376)"
+    ],
+    "timestamp": "2026-04-23T18:09:34.667805"
   }
 ]

examples/process_pipeline/run_pipeline.py

@@ -35,7 +35,7 @@ async def run_agent_task(runner: AgentRunner, prompt_name: str, kwargs: dict, ta
     base_dir = Path(__file__).parent
     prompt_path = base_dir / "prompts" / f"{prompt_name}.prompt"
     prompt = SimplePrompt(prompt_path)
-    
+
     messages = prompt.build_messages(**kwargs)
     target_tools = []
     if prompt_name == "extract_capabilities":
@@ -56,6 +56,7 @@ async def run_agent_task(runner: AgentRunner, prompt_name: str, kwargs: dict, ta
     max_retries = 3
     last_trace_id = None
     last_validation_error = None
+    final_trace_id = None  # 用于返回最终成功的 trace_id
 
     for attempt in range(max_retries):
         if attempt > 0 and last_trace_id and last_validation_error:
@@ -222,7 +223,8 @@ async def run_agent_task(runner: AgentRunner, prompt_name: str, kwargs: dict, ta
                     raise ValueError(f"Schema Validation Failed: {err}")
 
                 print(f"   ✅ [Schema Validated] {Path(out_file).name}")
-                return total_task_cost, task_errors # Success! Exit retry loop.
+                final_trace_id = last_trace_id
+                return total_task_cost, task_errors, final_trace_id # Success! Exit retry loop.
             except Exception as e:
                 err_msg = f"Invalid JSON or Schema in {Path(out_file).name}: {e}"
                 print(f"❌ [Validation Error] {task_name}: {err_msg}")
@@ -231,14 +233,14 @@ async def run_agent_task(runner: AgentRunner, prompt_name: str, kwargs: dict, ta
 
                 if attempt == max_retries - 1:
                     print(f"❌ [Retry Limit] {task_name} exhausted retries.")
-                    return total_task_cost, task_errors
+                    return total_task_cost, task_errors, last_trace_id
         else:
             print(f"❌ [Missing File] {task_name} did not produce output file after recovery.")
             last_validation_error = None
             if attempt == max_retries - 1:
-                return total_task_cost, task_errors
+                return total_task_cost, task_errors, last_trace_id
 
-    return total_task_cost, task_errors
+    return total_task_cost, task_errors, last_trace_id
 
 async def run_anthropic_sdk_task(prompt_name: str, kwargs: dict, task_name: str, model_name: str):
     """
@@ -279,9 +281,10 @@ async def run_anthropic_sdk_task(prompt_name: str, kwargs: dict, task_name: str,
         
     # 3. 初始化并开启 Loop
     # 提示：你需要在你的终端中配置好 ANTHROPIC_API_KEY 环境变量
-    client = AsyncAnthropic()  
+    client = AsyncAnthropic()
     total_task_cost = 0.0
     task_errors = []
+    sdk_trace_id = None  # 用于记录 Anthropic SDK 的 response ID
     
     from examples.process_pipeline.script.validate_schema import validate_case, validate_blueprint, validate_capabilities, validate_strategy
     out_file = kwargs.get("output_file")
@@ -588,9 +591,11 @@ async def main():
                 phase1_tasks.append(run_agent_task(runner_qwen, "researcher", kwargs, f"P1_Research_{p}", qwen_model))
                 
             phase1_results = await asyncio.gather(*phase1_tasks)
-            for (task_cost, task_errors), p in zip(phase1_results, platforms):
+            phase1_trace_ids = {}
+            for (task_cost, task_errors, trace_id), p in zip(phase1_results, platforms):
                 total_cost += task_cost
                 costs_breakdown[f"P1_Research_{p}"] = round(task_cost, 4)
+                phase1_trace_ids[f"P1_Research_{p}"] = trace_id
                 global_errors.extend(task_errors)
                 
                 # Check if cases actually got written
@@ -663,9 +668,11 @@ async def main():
                 
             if to_await:
                 phase2_results = await asyncio.gather(*to_await)
-                for (cost, errs), t_name in zip(phase2_results, names_await):
+                phase2_trace_ids = {}
+                for (cost, errs, trace_id), t_name in zip(phase2_results, names_await):
                     total_cost += cost
                     costs_breakdown[t_name] = round(cost, 4)
+                    phase2_trace_ids[t_name] = trace_id
                     global_errors.extend(errs)
 
             # Phase 3: REDUCE 2 (Final Assembly) uses Claude
@@ -680,7 +687,7 @@ async def main():
                 
                 if args.use_claude_sdk:
                     print("   > Using [Anthropic SDK Core]")
-                    phase3_cost, phase3_errs = await run_anthropic_sdk_task("assemble_strategy", {
+                    phase3_cost, phase3_errs, phase3_trace_id = await run_anthropic_sdk_task("assemble_strategy", {
                         "requirement": requirement,
                         "blueprint_file": blueprint_file,
                         "capabilities_file": capabilities_file,
@@ -688,7 +695,7 @@ async def main():
                     }, "P3_Assembler", claude_model)
                 else:
                     print("   > Using [AgentRunner Core]")
-                    phase3_cost, phase3_errs = await run_agent_task(runner_claude, "assemble_strategy", {
+                    phase3_cost, phase3_errs, phase3_trace_id = await run_agent_task(runner_claude, "assemble_strategy", {
                         "requirement": requirement,
                         "blueprint_file": blueprint_file,
                         "capabilities_file": capabilities_file,
@@ -713,12 +720,23 @@ async def main():
                 except json.JSONDecodeError:
                     pass
                     
+        # Collect trace_ids from all phases
+        trace_ids = {}
+        if not args.skip_research and 'phase1_trace_ids' in dir():
+            trace_ids.update(phase1_trace_ids)
+        if not args.research_only:
+            if 'phase2_trace_ids' in dir():
+                trace_ids.update(phase2_trace_ids)
+            if 'phase3_trace_id' in dir() and phase3_trace_id:
+                trace_ids["P3_Assembler"] = phase3_trace_id
+
         metrics_data.append({
             "index": args.index,
             "requirement": requirement[:80] + "...",
             "duration_seconds": round(elapsed_sec, 2),
             "total_cost_usd": round(total_cost, 4),
             "costs_breakdown": costs_breakdown,
+            "trace_ids": trace_ids,
             "errors": global_errors,
             "timestamp": datetime.now().isoformat()
         })

examples/process_pipeline/script/fix_broken_outputs.py

@@ -16,19 +16,23 @@ def parse_error_report(report_path):
 
     with open(report_path, "r", encoding="utf-8") as f:
         for line in f:
-            # 匹配格式: output\XXX\file.json: error
-            match = re.search(r'output[/\\](\d+)[/\\]([^:]+):', line)
+            # 匹配格式: output\XXX\file.json: Schema mismatch: error_detail
+            match = re.search(r'output[/\\](\d+)[/\\]([^:]+):\s*Schema mismatch:\s*(.+)', line)
             if match:
                 req_id = match.group(1)
                 file_name = match.group(2)
+                error_detail = match.group(3).strip()
 
                 if req_id not in errors:
                     errors[req_id] = []
-                errors[req_id].append(file_name)
+                errors[req_id].append({
+                    "file": file_name,
+                    "error": error_detail
+                })
 
     return errors
 
-def determine_cleanup_strategy(req_id, error_files):
+def determine_cleanup_strategy(req_id, error_items):
     """
     根据错误文件类型决定清理策略
     返回: (策略类型, 需要删除的文件列表, 问题平台列表)
@@ -40,19 +44,32 @@ def determine_cleanup_strategy(req_id, error_files):
     - from_capabilities: capabilities 有问题，删除 capabilities + strategy
     - from_strategy: 只有 strategy 有问题，只删除 strategy
     """
-    # 提取有问题的平台
+    # 提取有问题的平台和错误类型
     problem_platforms = []
-    for f in error_files:
-        if "raw_cases" in f:
+    has_empty_array = False
+
+    for item in error_items:
+        file_name = item["file"]
+        error_detail = item["error"]
+
+        # 检查是否是空数组问题
+        if "array is empty" in error_detail:
+            has_empty_array = True
+
+        # 跳过 strategies[1].reasoning is empty（非选中策略的 reasoning 为空是正常的）
+        if "strategies[1].reasoning is empty" in error_detail:
+            continue
+
+        if "raw_cases" in file_name:
             # 提取平台名，如 "raw_cases/case_bili.json" -> "bili"
-            match = re.search(r'case_([a-z]+)\.json', f)
+            match = re.search(r'case_([a-z]+)\.json', file_name)
             if match:
                 problem_platforms.append(match.group(1))
 
     has_raw_cases_error = len(problem_platforms) > 0
-    has_blueprint_error = "blueprint.json" in error_files
-    has_capabilities_error = "capabilities_extracted.json" in error_files
-    has_strategy_error = "strategy.json" in error_files
+    has_blueprint_error = any(item["file"] == "blueprint.json" for item in error_items)
+    has_capabilities_error = any(item["file"] == "capabilities_extracted.json" for item in error_items)
+    has_strategy_error = any(item["file"] == "strategy.json" for item in error_items)
 
     if has_raw_cases_error:
         if len(problem_platforms) == 1:
@@ -184,8 +201,9 @@ def main():
         return
 
     print(f"Found {len(errors_dict)} requirements with errors:")
-    for req_id, files in sorted(errors_dict.items()):
-        print(f"  - REQ_{req_id}: {', '.join(files)}")
+    for req_id, items in sorted(errors_dict.items()):
+        files_str = ", ".join(item["file"] for item in items)
+        print(f"  - REQ_{req_id}: {files_str}")
 
     print("\n" + "="*60)
     print("[*] Generating cleanup and rerun plan...")
@@ -301,7 +319,7 @@ def main():
                 bat_file = bat_dir / f"fix_worker_{worker_id}.bat"
                 subprocess.Popen(
                     ["cmd.exe", "/c", "start", f"Fix_Worker_{worker_id}", "cmd.exe", "/c", str(bat_file.absolute())],
-                    cwd=str(base_dir)
+                    cwd=str(bat_dir)
                 )
                 print(f"  Launched Worker {worker_id}")
         print(f"\n[OK] All workers launched! Check the new CMD windows.")

examples/process_pipeline/script/schema_errors_report.txt

@@ -1,17 +1 @@
-[ERROR] Found 16 files with incorrect schemas/formats:
-   - output\008\capabilities_extracted.json: Schema mismatch:  missing keys: ['extracted_capabilities']
-   - output\010\blueprint.json: Schema mismatch:  missing keys: ['distilled_cases', 'blueprints']
-   - output\031\strategy.json: Schema mismatch:  missing keys: ['strategies', 'uncovered_requirements']
-   - output\034\capabilities_extracted.json: Schema mismatch:  missing keys: ['extracted_capabilities']
-   - output\044\capabilities_extracted.json: Schema mismatch: extracted_capabilities[0] missing keys: ['id', 'name', 'description', 'criterion', 'effects', 'implements']
-   - output\045\capabilities_extracted.json: Schema mismatch: extracted_capabilities[0] missing keys: ['effects']
-   - output\046\capabilities_extracted.json: Schema mismatch: extracted_capabilities[0] missing keys: ['effects']
-   - output\048\blueprint.json: Schema mismatch:  missing keys: ['distilled_cases', 'blueprints']
-   - output\053\strategy.json: Schema mismatch:  missing keys: ['strategies', 'uncovered_requirements']
-   - output\066\strategy.json: Schema mismatch:  missing keys: ['strategies', 'uncovered_requirements']
-   - output\070\strategy.json: Schema mismatch:  missing keys: ['strategies', 'uncovered_requirements']
-   - output\079\blueprint.json: Schema mismatch:  missing keys: ['distilled_cases', 'blueprints']
-   - output\012\raw_cases\case_bili.json: Schema mismatch: cases[14] missing keys: ['workflow_process']
-   - output\051\raw_cases\case_bili.json: Schema mismatch: cases[0] missing keys: ['images']
-   - output\087\raw_cases\case_youtube.json: Schema mismatch: cases[3] missing keys: ['workflow_process']
-   - output\098\raw_cases\case_youtube.json: Schema mismatch: Root is not a dict
+[OK] All 693 JSON files match their expected schemas perfectly!

examples/process_pipeline/script/validate_schema.py

@@ -100,8 +100,10 @@ def validate_strategy(data):
         # 检查关键字段是否为空
         if not (strat.get("name") or "").strip():
             return f"strategies[{i}].name is empty"
-        if not (strat.get("reasoning") or "").strip():
-            return f"strategies[{i}].reasoning is empty"
+
+        # 只检查选中策略的 reasoning（非选中策略用 why_not 解释）
+        if strat.get("is_selected") and not (strat.get("reasoning") or "").strip():
+            return f"strategies[{i}].reasoning is empty (selected strategy must have reasoning)"
 
         if isinstance(strat.get("workflow_outline"), list):
             if len(strat["workflow_outline"]) == 0: