ponytail-audit SKILL.md skillA

ponytail-audit from dietrichgebert/ponytail is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add dietrichgebert/ponytail/ponytail-audit@git:20261008.2a1fe84

Pins git:20261008.2a1fe84 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
dietrichgebert/ponytail
Path
.openclaw/skills/ponytail-audit/SKILL.md
Versions recorded
9
Latest version
git:20261008.2a1fe84, committed Oct 8, 2026
First version recorded
Jun 16, 2026
Size
5,250 bytes
Repository stars
182,080
License
MIT

Quality audit of the whole repo: bugs, security, real load, missing tests, speed, and what to delete. Most important first.

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

Audit the whole repo like the senior developer who just inherited it and
will be paged when it breaks. Order of importance: correct, safe, holds under
load, tested, fast, lean. Lean still matters: every extra line must be read,
tested and fixed later. This is a report the user asked for, so give it in full.

## 1. Map first

- Audit what the user names: a folder, a package, or the whole repo.
  Nothing named: the whole repo.
- Read the README, the deploy and build config, the dependency list, the
  entry points (main, routes, handlers, jobs, CLI commands) and the tests.
- Find the expected load: one person running a script, or many users and
  processes at once. Judge scale against that, and say which load you assumed.
- Trace the main flows end to end: where data comes in, what is stored,
  what goes out. Read those paths fully: input from users, money, auth,
  data writes, background jobs, anything shared between processes.
- Big repo: go deep where a mistake costs the most, not file by file. Say
  which parts you did not read.

## 2. Look for

1. **Bug:** wrong result, crash, missed edge case (empty, zero, last item,
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add dietrichgebert/ponytail/ponytail-audit@sha256:3dc1c18ec325632d

The line at the top of this page pins the label git:20261008.2a1fe84, 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_7zw5tf2yd7wcq7cf.svg)](https://markdownregistry.com/a/art_7zw5tf2yd7wcq7cf)

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

Versions

The registry has recorded 9 versions of this file, between Jun 16, 2026 and Oct 8, 2026, about one every 14 days.

versioncommittedcommitsizeaudit
git:20261008.2a1fe84 latest2026-10-08 2a1fe84 5,250 BA view · diff
git:20261008.01cbf812026-10-08 01cbf81 5,227 BA view · diff
git:20261005.1b1a0c52026-10-05 1b1a0c5 1,761 BA view · diff
git:20261003.003cd402026-10-03 003cd40 1,708 BA view · diff
git:20261003.446e4ad2026-10-03 446e4ad 1,795 BA view · diff
git:20261003.6f7a5702026-10-03 6f7a570 1,557 BA view · diff
git:20260619.bd6176a2026-06-19 bd6176a 1,434 BA view · diff
git:20260618.b0c58202026-06-18 b0c5820 1,437 BA view · diff
git:20260616.41d6c2f2026-06-16 41d6c2f 1,369 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 (5250 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

dietrichgebert/ponytail · 182,080 stars · license MIT · pushed 2026-10-29 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_7zw5tf2yd7wcq7cf
GET https://markdownregistry.com/api/v1/resolve?ref=dietrichgebert/ponytail/ponytail-audit
GET https://markdownregistry.com/api/v1/blob/3dc1c18ec325632db297f2c34d03e6f4b3fe5f50a8eaee727f02d223b1ee3d4b

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.

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AGENTS.md AGENTS.md file
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Every file in dietrichgebert/ponytail

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