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
This project uses a `.venv` virtualenv. Never invoke bare `python` or
`python3` — the system interpreter won't have skillsaw installed. Use:
- `.venv/bin/skillsaw` to run the linter directly
- `.venv/bin/python3` when you need the project's interpreter
- `make` targets when they exist (`make test`, `make lint`, `make format`)
The line at the top of this page pins the label git:20260509.434f5a9, 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.
GET https://markdownregistry.com/api/v1/artifacts/art_gd3ezlam2pz7mwnf
GET https://markdownregistry.com/api/v1/resolve?ref=stbenjam/skillsaw/.cursor/rules/python.mdc
GET https://markdownregistry.com/api/v1/blob/84e5983a3da5d8447ac186dbc2dd79af30ecb66446e29f66c635097d9ed39ad4
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.
stbenjam/skillsaw · .agents/skills/skillsaw-issue-solver/SKILL.md · Pick up open GitHub issues from collaborators and create PRs to solve them. Use when triaging and resolving reported…
stbenjam/skillsaw · .agents/skills/skillsaw-issue/SKILL.md · Use when skillsaw reports a likely false positive, misses an edge case, behaves incorrectly, or needs an RFE. Gather a…
stbenjam/skillsaw · .agents/skills/skillsaw-lint/SKILL.md · Use when modifying agentic contextual building blocks like skills (SKILL.md), slash commands, agents, hooks, plugins…
stbenjam/skillsaw · .agents/skills/skillsaw-onboard/SKILL.md · Onboard a repository to skillsaw — run the linter, triage the findings by rule, apply autofixes, manually fix what…
stbenjam/skillsaw · .agents/skills/skillsaw-pr-followup/SKILL.md · Follow up on open PRs in skillsaw — fix failing CI, address reviewer feedback, push updates, and validate backward…
stbenjam/skillsaw · .agents/skills/skillsaw-release-ready/SKILL.md · Audit skillsaw for release readiness — test new rules against real repositories, audit core architectural dimensions…
stbenjam/skillsaw · .agents/skills/skillsaw-release/SKILL.md · Bump the version, generate release notes, and publish a new skillsaw release to PyPI. Use when cutting a new release.
jnpiyush/agentx · .github/skills/languages/python/SKILL.md · Write production-ready Python code following modern best practices. Use when building Python applications, adding type…
sparq-org/sparq · skills/python/SKILL.md · Use the sparq RDF + SPARQL engine from Python (PyPI distribution `sparq-rdf`; `import sparq`). Reach for this when an…
