swe:capture-knowledge SKILL.md skillA

swe:capture-knowledge from ckorhonen/swe-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add ckorhonen/swe-skills/swe:capture-knowledge@git:20260404.50aa7e9

Pins git:20260404.50aa7e9 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
ckorhonen/swe-skills
Path
skills/capture-knowledge/SKILL.md
Versions recorded
2
Latest version
git:20260404.50aa7e9, committed Apr 4, 2026
First version recorded
Apr 4, 2026
Size
6,490 bytes
Repository stars
3
License
MIT

Audits a repository's code and docs to find important conventions, workflows, and architectural decisions that are missing from agent-facing guidance, then drafts review-ready updates. Use when a user says `capture repo knowledge`, `document implicit conventions`, `turn repo patterns into agent rules`, or asks what future agents should remember about a codebase. Do NOT use for a generic repo tour, onboarding walkthrough, or architecture summary that does not need reusable guidance updates.

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

# SWE Capture Knowledge

## What This Skill Does

Use this skill to convert implicit repo knowledge into explicit guidance that
future agents can follow reliably.

The job is not to summarize the repo. The job is to compare:

- What the repo actually does
- What the existing agent guidance already says
- What high-signal guidance is still missing

Then draft the missing entries and stop for review before writing anything.

## When To Use

Use this skill when the user wants to:

- Capture undocumented repo conventions
- Turn repeated implementation patterns into reusable agent guidance
- Find what current rules or skills are missing
- Draft agent-facing guidance updates before saving them

## Do Not Use

Do not use this skill for:

- A general repo orientation report with no writing goal
- A broad architecture review that will not produce guidance updates
- A documentation audit for human-facing docs only
- Automatic write-back without an explicit review step

## Inputs To Confirm

Before doing deep work, confirm or infer:

- The repo or paths in scope
- Which guidance files count as agent-facing guidance
- Whether the user wants draft-only output or draft-plus-write after approval
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add ckorhonen/swe-skills/swe:capture-knowledge@sha256:28e573426a7a34dd

The line at the top of this page pins the label git:20260404.50aa7e9, 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_3myatorkrylvw5b3.svg)](https://markdownregistry.com/a/art_3myatorkrylvw5b3)

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

Versions

The registry has recorded 2 versions of this file, all committed on Apr 4, 2026.

versioncommittedcommitsizeaudit
git:20260404.50aa7e9 latest2026-04-04 50aa7e9 6,490 BA view · diff
git:20260404.f3a9e332026-04-04 f3a9e33 4,376 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 (6490 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

ckorhonen/swe-skills · 3 stars · license MIT · pushed 2026-09-26 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3myatorkrylvw5b3
GET https://markdownregistry.com/api/v1/resolve?ref=ckorhonen/swe-skills/swe:capture-knowledge
GET https://markdownregistry.com/api/v1/blob/28e573426a7a34dd4b6ac422950afef1cb3883308efe6beb8baa8e6d3fab7cbf

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.

More from ckorhonen/swe-skills

AGENTS.md AGENTS.md file
ckorhonen/swe-skills · AGENTS.md
git:20260926.6d46883 · audit A · 3 stars
CLAUDE.md CLAUDE.md file
ckorhonen/swe-skills · CLAUDE.md
git:20260404.6b07118 · audit B · 3 stars
swe:babysit-pr SKILL.md skill
ckorhonen/swe-skills · skills/babysit-pr/SKILL.md · Babysits an open pull request end-to-end by polling every minute, triaging new comments and reviews, handling CI…
git:20260405.3fb0184 · audit A · 3 stars
swe:change-validation-planner SKILL.md skill
ckorhonen/swe-skills · skills/change-validation-planner/SKILL.md · Plans the narrowest trustworthy validation path for a scoped code change or diff. Use when a user asks what to run…
git:20260404.9370c32 · audit A · 3 stars
swe:create-skill SKILL.md skill
ckorhonen/swe-skills · skills/create-skill/SKILL.md · Creates or revises `swe:` skills for this repository using a repeatable authoring workflow: define concrete use cases…
git:20260404.9370c32 · audit A · 3 stars
swe:docs-drift-audit SKILL.md skill
ckorhonen/swe-skills · skills/docs-drift-audit/SKILL.md · Audits a repository for human-facing or operational documentation that drifted from code, config, interfaces…
git:20260404.9370c32 · audit A · 3 stars
swe:incident-followup-audit SKILL.md skill
ckorhonen/swe-skills · skills/incident-followup-audit/SKILL.md · Audits post-incident engineering follow-through after a sev or incident to verify whether the durable follow-up…
git:20260404.9370c32 · audit A · 3 stars
swe:init SKILL.md skill
ckorhonen/swe-skills · skills/init/SKILL.md · Initializes an optional repo-local agent collaboration preference file at `.ai/swe.json` by running a short interview…
git:20260405.b3aed37 · audit A · 3 stars
swe:merged-pr-monitoring SKILL.md skill
ckorhonen/swe-skills · skills/merged-pr-monitoring/SKILL.md · Reviews recently merged pull requests, confirms whether they reached production, compares pre- and post-deploy signals…
git:20260404.50aa7e9 · audit A · 3 stars
swe:observability-gap-hunt SKILL.md skill
ckorhonen/swe-skills · skills/observability-gap-hunt/SKILL.md · Inspects services, jobs, and code paths for missing or weak logs, metrics, traces, alerts, dashboards, or…
git:20260404.9370c32 · audit A · 3 stars
swe:ownership-risk-map SKILL.md skill
ckorhonen/swe-skills · skills/ownership-risk-map/SKILL.md · Maps engineering ownership risk in a repository using repo evidence such as git history, churn, bus factor, CODEOWNERS…
git:20260404.9370c32 · audit A · 3 stars
swe:performance-hunt SKILL.md skill
ckorhonen/swe-skills · skills/performance-hunt/SKILL.md · Hunts for concrete performance bottlenecks in a scoped repository surface using profiler output, benchmarks, query…
git:20260404.775ef0a · audit A · 3 stars

Every file in ckorhonen/swe-skills

Browse by kind, by grade A, or by owner.