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.

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适用对象:云服务、运维与安全。自动收录 · 待核查。

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原文涵盖的主题

  • 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.

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来源仓库
mixocreative/cia
源文件
tests/harness/arms/ponytail-audit/SKILL.md
固定版本
6ad198df0501f0c9a85944a306e574d961cc7a1f
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原作者:mixocreative/cia · 原作者仓库元数据。文档核查:未核查。最近来源检查:2026-11-10T07:01:03.598Z。

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