python SKILL.md skillA
python from ahgraber/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ahgraber/skills/python@git:20260819.209d97bPins git:20260819.209d97b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ahgraber/skills
- Path
skills/python/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260819.209d97b, committed Aug 19, 2026
- First version recorded
- Feb 7, 2026
- Size
- 12,815 bytes
- Repository stars
- 6
- License
- CC0-1.0
Use when a Python change is about to be called done (before commit or PR) and whenever asked to review, audit, sanity-check, or clean up Python code or judge whether it meets standards. Also use at decision points the defaults cover: choosing retry/timeout/idempotency policy, config loading, pydantic placement, module boundaries, or a concurrency model.
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
# Python House Style Audit ## Overview House style for Python, framed as an audit: rather than carrying a rulebook while writing code, sweep the target (a diff, file, package, or repo) for violations and report them. The audit has two tiers: mechanical checks delegated to ruff, and judgment checks no linter can express. Frontier coding agents already write reasonable Python, so the checks below are limited to the residual house preferences worth checking. Every default below is a preferred starting point. If a default conflicts with project constraints or worsens the outcome, follow the project and state the tradeoff and compensating controls (tests, observability, migration, rollback). ## When to Use - A Python change is complete and about to be committed or shipped: audit the diff as part of wrapping up. - Asked to review, audit, sanity-check, or clean up Python code, or whether it meets standards. - Choosing among reliability, configuration, typing/validation, boundary, or concurrency approaches: the matching tier 2 section is the house default. - Deciding which validation checks a Python change needs. …
Read the whole file at its exact version.
How to install
mdr add ahgraber/skills/python@sha256:977d54c15168adfaThe line at the top of this page pins the label git:20260819.209d97b, 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_po7rkccbymp7blyb)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Feb 7, 2026 and Aug 19, 2026, about one every 48 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260819.209d97b latest | 2026-08-19 | 209d97b | 12,815 B | A | view · diff |
| git:20260819.e83ef88 | 2026-08-19 | e83ef88 | 12,611 B | A | view · diff |
| git:20260322.5886679 | 2026-03-22 | 5886679 | 2,366 B | A | view · diff |
| git:20260207.e28ccf5 | 2026-02-07 | e28ccf5 | 2,361 B | A | view · diff |
| git:20260207.45c621c | 2026-02-07 | 45c621c | 1,902 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 (12815 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
ahgraber/skills · 6 stars · license CC0-1.0 · pushed 2026-10-29 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_po7rkccbymp7blyb GET https://markdownregistry.com/api/v1/resolve?ref=ahgraber/skills/python GET https://markdownregistry.com/api/v1/blob/977d54c15168adfa0e0a9d6f1ece5a1c57a72ec2ced7b6698cb6e930bcd93f45
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.