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Sprint 的 Quality Gate 通过后触发。把本 Sprint 学到的提炼为结构化条目追加 lessons.md，供下次 R₀ 读取。
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Read SKILL.md and any companion files shown by SkillsMP before deciding whether to install.
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Showing SKILL.md
Based on SOC occupation classification
| name | compound |
| effort | xhigh |
| description | Sprint 的 Quality Gate 通过后触发。把本 Sprint 学到的提炼为结构化条目追加 lessons.md，供下次 R₀ 读取。 |
Gate PASS 后触发 (或用户显式调用 /compound)。
从以上输入里找真实发现，不写仪式性废话。每 Sprint 0-N 条不强制。
没发现可提炼的 → 不写，直接告知用户 "no new lesson"。不允许编造。
追加到 .ai_state/lessons.md (append-only, 不修改历史)。
格式见 templates/lessons.md。
写入后读回验证:
写完告知用户: "Lessons updated. Next sprint R₀ 会自动读取。"
