SKILL

ponytail-audit

Quality audit of a whole repo: bugs, security holes, what breaks under real load, risky code without tests, slow paths, and what to delete, merge or split. Ranked, each finding explained in plain English. One-shot report, changes nothing. Use for "audit this codebase", "review the whole repo", "find bloat", "what can I delete", /ponytail-audit.

Target: Cloud, operations & security. Automatically collected · unverified.

Excerpt from the author’s documentation

Extracted from a fixed version of SKILL.md in its original language. This is the author’s documentation; installation, compatibility and runtime results have not been verified by this site.

Read the original English text

Topics in the source

  • 1. Map first
  • 2. Look for
  • 3. Check before you report
  • 4. Output

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. 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. 1. Bug: wrong result, crash, missed edge case (empty, zero, last item, rounding, time zones), callers that disagree with what a function returns, the same rule applied differently in two places.

This is an excerpt. Refer to the complete source and its current requirements.

Source repository
mixocreative/cia
Source file
tests/harness/arms/ponytail-audit/SKILL.md
Fixed revision
6ad198df0501f0c9a85944a306e574d961cc7a1f
Read the complete original documentation ↗

Sources and evidence

This record was collected automatically. Its documentation, suitability and runtime behavior have not been manually verified.

Author: mixocreative/cia · original repository metadata. Documentation review: Not reviewed. Last source check: 2026-11-10T07:01:03.598Z.

Categories are inferred from names, descriptions and paths. They do not establish compatibility.

License and attribution

MIT. Third-party content and copyright remain with their authors. Refer to the original license and terms.

Original license ↗

Synchronization, copying and user-reported success do not mark a resource as runtime-tested.

Limitations and notes

  • Collecting metadata does not mean this site has installed, adapted, runtime-tested or security-reviewed the resource.