init: 知识库/原子库/README.md
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# 原子库
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> 灵感来自 dbskill `知识库/原子库/atoms.jsonl`
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每一条是从 Gingiris 运营实战（发文、投流、访谈、对手复盘）里提炼的一条可复用知识点。
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## 字段说明
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```json
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{
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"id": "2026Q2_001",
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"knowledge": "canonical 合并后 3-7 天排名才反应，不要当天就判失败",
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"source": "https://github.com/Gingiris/growth-tools",
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"date": "2026-04-14",
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"topics": ["seo", "canonical"],
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"skills": ["gr-seo-patrol", "gr-blog-post"],
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"type": "lesson",
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"confidence": "high"
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}
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```
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## 字段
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| 字段 | 说明 |
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|---|---|
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| `id` | `{YYYYQx}_{NNN}` 季度 + 编号 |
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| `knowledge` | 提炼后的 1 句话 |
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| `source` | 原始来源 URL（博客、截图、访谈） |
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| `topics` | seo / geo / ph / oss / aso / blog / b2b / i18n |
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| `skills` | 关联的 gr-* skill |
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| `type` | `principle` / `method` / `lesson` / `anti-pattern` / `case` |
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| `confidence` | `high` / `medium` / `low` |
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## 使用方式
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1. **给 AI 做 RAG**：`atoms.jsonl` 导向量库
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2. **给 Skill 运行时参考**：运行 `gr-*` 时按 skill 过滤
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3. **给人读**：过滤 `topics` 或 `type` 自己翻
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---
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## 增量规则
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每周一 `weekly-growth-tools-update` scheduled task 自动从上周的运营日志提炼 3-10 条新原子，PR 到 `atoms.jsonl`。
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