apache/magpie · skills/audit-finding-fix/SKILL.md

magpie-audit-finding-fix skillA

magpie-audit-finding-fix is agent-read markdown (skill) from apache/magpie: For a batch of findings from a non-security audit tool (`<audit-tool>` — ruff / flake8 / mypy / pylint / CodeQL / Apache Verum / Apache Caer / equivalent; full list in the body) against `<upstream>`, draft the smallest fix for each finding. Re-runs the tool after each batch to confirm the findings are cleared. Produces a commit and a hand-back artefact; never opens a PR on autopilot or merges..

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 apache/magpie/magpie-audit-finding-fix@git:20260910.d7c9d6c
Exact content
mdr add apache/magpie/magpie-audit-finding-fix@sha256:ec0ec27a9bbefdbd

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_ktbk7236gjs5yff5.svg)](https://markdownregistry.com/a/art_ktbk7236gjs5yff5)

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Versions

versioncommittedcommitsizeaudit
git:20260910.d7c9d6c latest2026-09-10 d7c9d6c 19,942 BA view · diff
git:20260910.227fcba2026-09-10 227fcba 19,950 BA view · diff
git:20260712.17384af2026-07-12 17384af 17,595 BA view · diff
git:20260711.e3963f62026-07-11 e3963f6 17,457 BA view · diff
git:20260707.f2a34db2026-07-07 f2a34db 17,437 BA view · diff
git:20260629.5905ef72026-06-29 5905ef7 17,353 BA view · diff
git:20260627.6b728d02026-06-27 6b728d0 17,345 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 (19942 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

apache/magpie · 91 stars · license Apache-2.0 · pushed 2026-09-11 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ktbk7236gjs5yff5
GET https://markdownregistry.com/api/v1/resolve?ref=apache/magpie/magpie-audit-finding-fix
GET https://markdownregistry.com/api/v1/blob/ec0ec27a9bbefdbd5c0e63816cbfb0c3856b2ead0f9a1f04f636d47d26d3208c