ahgraber/skills · skills/python/SKILL.md

python skillA

python is agent-read markdown (skill) from ahgraber/skills: 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..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add ahgraber/skills/python@git:20260819.209d97b
Exact content
mdr add ahgraber/skills/python@sha256:977d54c15168adfa

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_po7rkccbymp7blyb.svg)](https://markdownregistry.com/a/art_po7rkccbymp7blyb)

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Versions

versioncommittedcommitsizeaudit
git:20260819.209d97b latest2026-08-19 209d97b 12,815 BA view · diff
git:20260819.e83ef882026-08-19 e83ef88 12,611 BA view · diff
git:20260322.58866792026-03-22 5886679 2,366 BA view · diff
git:20260207.e28ccf52026-02-07 e28ccf5 2,361 BA view · diff
git:20260207.45c621c2026-02-07 45c621c 1,902 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (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

GitHub

ahgraber/skills · 5 stars · license CC0-1.0 · pushed 2026-09-10 · 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

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.