iterate-lessons-log SKILL.md skillA

iterate-lessons-log from product-on-purpose/pm-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add product-on-purpose/pm-skills/iterate-lessons-log@v2.1.0

Pins v2.1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
product-on-purpose/pm-skills
Path
skills/iterate-lessons-log/SKILL.md
Versions recorded
5
Latest version
v2.1.0, committed Jun 11, 2026
First version recorded
Mar 25, 2026
Size
3,980 bytes
Repository stars
790
License
Apache-2.0

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.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

<!-- 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
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add product-on-purpose/pm-skills/iterate-lessons-log@sha256:be066e6bcc8c8930

The line at the top of this page pins the label v2.1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_lcjbdrrf7kq37yt3.svg)](https://markdownregistry.com/a/art_lcjbdrrf7kq37yt3)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Mar 25, 2026 and Jun 11, 2026, about one every 19 days.

versioncommittedcommitsizeaudit
v2.1.0 latest2026-06-11 9b5dbf9 3,980 BA view · diff
v2.0.12026-06-10 b8ccff6 3,318 BA view · diff
v2.0.02026-05-20 be1352b 3,169 BA view · diff
v2.0.02026-04-23 8ab0f81 3,163 BA view · diff
v2.0.02026-03-25 0ab0a60 3,169 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (3980 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

product-on-purpose/pm-skills · 790 stars · license Apache-2.0 · pushed 2026-11-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_lcjbdrrf7kq37yt3
GET https://markdownregistry.com/api/v1/resolve?ref=product-on-purpose/pm-skills/iterate-lessons-log
GET https://markdownregistry.com/api/v1/blob/be066e6bcc8c8930344191119f0477d50882d7dcec10db2d5d2d7ee7765d6aff

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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