Iterate Lessons Log

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

by product-on-purpose1cef1a9eae10017389863d51e289e0ae41e17fcbApache-2.0Listed Oct 9, 2026Updated Oct 9, 2026

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.

Instructions onlyProductivity & Workflow
AI-generated overview

Writes a structured lessons-learned entry for organizational memory after projects, incidents, or significant learnings.

What it does
This skill guides the creation of a durable lessons log entry that captures knowledge for future teams. It walks through choosing a searchable title, providing context, describing what happened, extracting an actionable lesson, formulating recommendations, defining applicability, and adding tags. The output follows the template in references/TEMPLATE.md and fills every section, from metadata and summary through supporting evidence and review notes. It is instructions only and produces a written entry rather than a file.
When to use it
Use it after completing a significant project or initiative, following a major incident or failure, or when a recurring pattern or important realization should be preserved. It is also suited to capturing knowledge when experienced team members leave or during post-mortems. It is distinct from facilitating a retrospective ceremony, which is handled elsewhere.
Requirements
No scripts or special tooling; it relies on the agent and the bundled reference files references/TEMPLATE.md and references/EXAMPLE.md.
<!-- 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.

Source and attribution

Source:product-on-purpose/pm-skillsinskills/iterate-lessons-logat commit1cef1a9

License: Apache-2.0

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