lessons-learned-harvester SKILL.md skillA
lessons-learned-harvester from kesslernity/awesome-copilot-cowork-bots is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add kesslernity/awesome-copilot-cowork-bots/lessons-learned-harvester@git:20261104.da4984fPins git:20261104.da4984f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- kesslernity/awesome-copilot-cowork-bots
- Path
packs/projects/lessons-learned-harvester/skill/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261104.da4984f, committed Nov 4, 2026
- First version recorded
- Nov 4, 2026
- Size
- 3,271 bytes
- Repository stars
- 9
- License
- MIT
Pulls recurring problems out of close-out reports, retrospectives and project correspondence into a themed register showing which lesson keeps repeating across projects. Use when the user asks for lessons learned, what keeps going wrong, to prepare a close-out, or whether a problem has happened before.
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
# Lessons Learned Harvester Finds the lesson that has now been learned four times, which is the only kind worth acting on. ## Inputs - **Enterprise Search** across close-out reports, retrospectives and project folders - **Email** for the correspondence where problems were actually discussed - `references/config.md` for the project list, the theme taxonomy and the lookback ## Procedure 1. **Gather** close-out and retrospective material across the configured projects and lookback. 2. **Extract individual lessons**, one per row, each with: the project, the date, what happened, what was recommended, and the source link. 3. **Theme them** against the config taxonomy. A lesson that fits no theme goes in `Unthemed` rather than being forced into the nearest one. Unthemed items are where new themes come from. 4. **Count recurrence per theme across projects**, which is the whole point: a lesson recorded once is an anecdote, the same lesson in four close-outs is a systemic finding. 5. **Rank themes by distinct project count**, not by total mentions. Ten mentions on one project is one project's problem. …
Read the whole file at its exact version.
How to install
mdr add kesslernity/awesome-copilot-cowork-bots/lessons-learned-harvester@sha256:a096c18dd2aa48f3The line at the top of this page pins the label git:20261104.da4984f, 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.
[](https://markdownregistry.com/a/art_n2zhmrnylv2owhkn)
0 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on Nov 4, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261104.da4984f latest | 2026-11-04 | da4984f | 3,271 B | A | view · diff |
| git:20261104.4860813 | 2026-11-04 | 4860813 | 3,271 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3271 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
kesslernity/awesome-copilot-cowork-bots · 9 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_n2zhmrnylv2owhkn GET https://markdownregistry.com/api/v1/resolve?ref=kesslernity/awesome-copilot-cowork-bots/lessons-learned-harvester GET https://markdownregistry.com/api/v1/blob/a096c18dd2aa48f3322cdea427ff9104de54ae3d5fc0a5465d50dce9cd47a863
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.