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Ponytail Audit

ASecurity

Audit the whole repo for over-engineering. A ranked list of what to delete, simplify, or replace with stdlib or native features.

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  • Added August 31, 2026
ai-agentsgitsecurityperformance

Security analysis

A100/100

Scanned October 5, 2026

npx -y skills add DietrichGebert/ponytail --skill ponytail-audit --agent claude-code

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SKILL.md
---
name: ponytail-audit
description: "Audit the whole repo for over-engineering. A ranked list of what to delete, simplify, or replace with stdlib or native features."
homepage: https://github.com/DietrichGebert/ponytail
license: MIT
---

ponytail-review, repo-wide. Scan the whole tree instead of a diff. Rank
findings biggest cut first.

## Tags

Same as ponytail-review:

- `delete:` dead code, unused flexibility, speculative feature. Replacement: nothing.
- `stdlib:` hand-rolled thing the standard library ships. Name the function.
- `native:` dependency or code doing what the platform already does. Name the feature.
- `reuse:` equivalent helper, util, or pattern already in this repo. Name the path.
- `yagni:` abstraction with one implementation, config nobody sets, layer with one caller.
- `shrink:` same logic, fewer lines. Show the shorter form.

## Hunt

Deps the stdlib or platform already ships, single-implementation interfaces,
factories with one product, wrappers that only delegate, files exporting one
thing, dead flags and config, hand-rolled stdlib, helpers duplicating an
equivalent that already lives in this repo.
Before emitting `delete:`, grep the whole tree for the symbol, including tests,
fixtures and string or dynamic references.

## Output

One line per finding, numbered and ranked: `<N>. <tag> <what to cut>. <replacement>. [path]`,
so the user can say "fix 2 and 5".
End with `net: -<N> lines, -<M> deps possible.` Nothing to cut: `Lean already. Ship.`

## Boundaries

Scope: over-engineering and complexity only. Correctness bugs, security holes,
and performance are explicitly out of scope. Route them to a normal review
pass. Lists findings, applies nothing. One-shot.
"stop ponytail-audit" or "normal mode" to revert.

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