Iterate Lessons Log

product-on-purpose/pm-skills/skills/iterate-lessons-log

作者 product-on-purpose1cef1a9eae10017389863d51e289e0ae41e17fcbApache-2.0收錄於 2026年10月9日更新於 2026年10月9日

Creates a structured lessons learned entry for organizational memory. Use after an incident, a completed project, or a significant learning to record knowledge for future teams and initiatives. Distinct from iterate-retrospective, which facilitates the team ceremony; this skill writes the durable lessons entry that outlives it.

AI 產生的概覽

為組織記憶撰寫結構化的經驗教訓條目,適用於專案、事故或重要學習之後。

功能
此技能引導建立可供未來團隊使用的持久經驗教訓日誌條目。它依序引導選擇易於搜尋的標題、提供背景、描述經過、萃取出可執行的教訓、提出建議、界定適用範圍並加入標籤。輸出遵循 references/TEMPLATE.md 中的範本,填滿從中繼資料、摘要到支持證據與檢閱更新的各個部分。它僅提供指示,產出的是文字條目而非檔案。
適用情境
適用於完成重要專案或計畫之後、發生重大事故或失敗之後,或需要保存反覆出現的模式與重要體認時。也適合在資深成員離開時或事後檢討過程中沉澱知識。它與主持檢討會議不同,後者由其他技能負責。
執行需求
無需指令碼或特殊工具,僅依賴代理以及隨附的 references/TEMPLATE.md 和 references/EXAMPLE.md 參考檔案。
<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->

Lessons Log

A lessons log entry captures significant learning from projects, incidents, or experiences in a format that's useful to future teams who weren't there. Unlike retrospectives (which focus on team improvement), lessons logs focus on organizational knowledge that transcends individual teams.patterns, anti-patterns, and hard-won wisdom.

When to Use

  • After completing a significant project or initiative
  • Following a major incident, outage, or failure
  • When you realize something important that others should know
  • After discovering a pattern that keeps recurring
  • When experienced team members leave (capture their knowledge)
  • During post-mortems to preserve learnings

When NOT to Use

  • You are facilitating the team ceremony itself -> use iterate-retrospective; this skill banks the durable entry that outlives it
  • You are deciding whether to change direction based on results -> use iterate-pivot-decision
  • The learning is an experiment readout -> use measure-experiment-results first, then bank the transferable lesson here
  • You are updating stakeholders on what was learned -> use foundation-stakeholder-update

Instructions

When asked to create a lessons log entry, follow these steps:

  1. Choose a Descriptive Title Write a title that someone searching for this topic would find. Include keywords that describe the situation and the learning. Avoid generic titles like "Project X lessons."

  2. Provide Context Explain the situation fully enough that someone who wasn't there can understand it. Include the project, timeline, team, and any relevant constraints. Future readers need this context to assess applicability.

  3. Describe What Happened Write a factual account of what occurred. Be specific about actions taken, decisions made, and outcomes observed. Avoid blame.focus on events and systems.

  4. Extract the Lesson Articulate what you learned clearly. The lesson should be actionable.something others can apply. Distinguish between what you observed and your interpretation of why it matters.

  5. Formulate Recommendations Provide specific guidance for future teams facing similar situations. What should they do? What should they avoid? What questions should they ask?

  6. Define Applicability Help readers know when this lesson applies. What situations trigger relevance? What context makes it more or less applicable?

  7. Add Tags for Searchability Include keywords and categories that will help future searchers find this entry. Think about what someone would search for when facing a similar situation.

Output Format

Use the template in references/TEMPLATE.md to structure the output. A complete entry fills every template section: Metadata; Summary; Context; What Happened; The Lesson; Recommendations; Applicability; Supporting Evidence; Tags and Categories; and Review and Updates.

Quality Checklist

Before finalizing, verify:

  • Title is descriptive and searchable
  • Context is complete enough for someone who wasn't there
  • Lesson is clearly articulated and actionable
  • Recommendations are specific, not vague
  • Entry stands alone (doesn't require external context)
  • Tags enable future discovery

Examples

See references/EXAMPLE.md for a completed example.

來源與署名

來源:product-on-purpose/pm-skills位於skills/iterate-lessons-log提交1cef1a9

授權條款: Apache-2.0

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