fix(#2186): portrait_prompt智能回填+few-shot示例，服装发型还原增强 #2186
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merged 2 commits from 2026-10-05 01:03:16 +08:00
fix/portrait-prompt-smart-fallback into develop
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b21e8e1659 |
style: auto-format with black + isort + ruff + prettier [skip ci-format-check]
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xiaoxia
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5482efa045 |
fix(#2186): 智能回填portrait_prompt+few-shot示例,服装发型还原增强
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#2185后VLM仍省略hair/outfit四属性（只输出6个旧属性，连"无法判断"都不写），
worker兜底用通用值导致服装还原失败（翻领衬衫→浅米色针织上衣）。
双层增强：
1. 智能回填（worker）：
- outfit兜底不再固定"日常服装"，从product.name+features中匹配服装关键词
（衬衫/T恤/毛衣/针织/外套/西装/连衣裙/牛仔裤等30+类），提取前后短语作为具体服装描述
- hair兜底不再固定"自然发型"，从color标签中识别小面积发色（占比<0.3的黑/棕/金/栗等颜色）
自动填充发色+"头发"
- 回填后重新拼装_parts，保证portrait_prompt信息密度
- 回填不覆盖VLM正确输出的值，只补全缺失/通用值
2. few-shot示例（prompt）：
- image_analysis system prompt新增有人物场景的<people>完整10属性输出示例
- 明确"必须写全10个属性，禁止省略"
预期：原米色翻领衬衫人像→outfit回填为"米色翻领衬衫"、hair从颜色提取"黑色头发"
→Seedream t2i还原服装款式→整体人物相似度稳超85%且服装更准
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