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渐进式研究当前产品，并把已经稳定、可追溯的产品认知增量写入根目录 SOUL.md。首次接入产品代码、原型或线上 URL，需要确认产品形态与已有能力，或某个增长 loop 在执行中发现新的产品事实、用户场景、问题与价值证据时使用。不得一次性臆造完整产品画像，也不得仅凭代码功能推断用户、问题或价值。

collectors/research-product/SKILL.md

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# 渐进式产品研究

目标不是完成一份产品报告，而是让 Agent 在真实执行中逐步认识产品。每次只研究当前任务需要的部分，并更新能够跨轮次复用的稳定认知。

## 证据层级

按以下顺序区分，不得混写：

1. **已观察事实**：代码、配置、路由、界面、公开页面、真实数据或用户明确陈述直接支持。
2. **暂定解释**：多条事实共同支持，但仍需要使用或市场证据验证。
3. **工作假设**：为了推进当前 loop 提出的可能用户、问题、场景或价值，必须写明验证方式。
4. **未知**：没有证据时保留“未知”，不为了填满 SOUL 而补齐。

代码通常只能直接证明产品形态、组成和可见能力。不得从“存在某功能”直接推断“用户最需要它”“它解决了某个核心问题”或“这是产品差异化”。