Iterate Lessons Log

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

作者 product-on-purpose1cef1a9eae10017389863d51e289e0ae41e17fcbApache-2.0收录于 2026年10月9日更新于 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 生成的概览

为组织记忆撰写结构化的经验教训条目,适用于项目、事故或重要学习之后。

功能
该技能指导创建可供未来团队使用的持久经验教训日志条目。它依次引导选择便于检索的标题、提供背景、描述经过、提炼可执行的教训、提出建议、界定适用范围并添加标签。输出遵循 references/TEMPLATE.md 中的模板,填满从元数据、摘要到支持证据与评审更新的各个部分。它仅提供说明,产出的是文字条目而非文件。
适用场景
适用于完成重要项目或计划之后、发生重大事故或失败之后,或需要保存反复出现的模式与重要认识时。也适合在资深成员离职时或复盘过程中沉淀知识。它与主持复盘会议不同,后者由其他技能负责。
运行要求
无需脚本或特殊工具,仅依赖智能体以及随附的 references/TEMPLATE.md 和 references/EXAMPLE.md 参考文件。
<!-- 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.

来源与署名

来源:product-on-purpose/pm-skills位于skills/iterate-lessons-log提交1cef1a9

许可证: Apache-2.0

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