AGENT SKILL

ponytail-review

Use when the user wants a code review focused exclusively on over-engineering — says "review for over-engineering", "what can we delete", "is this over-engineered", "simplify review", or invokes /ponytail-review. Complements correctness/security review; this one only hunts complexity in the current diff. Gated by the ponytail review_ponytail component.

使用场景代码审查
License 许可
MIT
最近更新
2026-11-09
Stars
★ 6
Forks
1

01 前言 Front Matter

name
ponytail-review
license
MIT
metadata
{ "author": "ai-playbook (ported from DietrichGebert/ponytail, MIT)", "version": "1.0" }
description
Use when the user wants a code review focused exclusively on over-engineering — says "review for over-engineering", "what can we delete", "is this over-engineered", "simplify review", or invokes /ponytail-review. Complements correctness/security review; this one only hunts complexity in the current diff. Gated by the ponytail review_ponytail component.

03 SKILL.md 正文

ponytail-review — over-engineering review of the current diff

Review the current changes for unnecessary complexity only. One line per finding: location, what to cut, what replaces it. The diff's best outcome is getting shorter.

When to fire

  • "review for over-engineering", "what can we delete", "is this over-engineered", "simplify review", or /ponytail-review.
  • After a ponytail (or any) coding session, as a complexity pass before commit.

Output contract

L<line>: <tag> <what>. <replacement>., or <file>:L<line>: ... for multi-file diffs.

Tags:

  • 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.
  • yagni: abstraction with one implementation, config nobody sets, layer with one caller.
  • shrink: same logic, fewer lines. Show the shorter form.

Examples

❌ "This EmailValidator class might be more complex than necessary, have you considered whether all these validation rules are needed at this stage?"

✅ L12-38: stdlib: 27-line validator class. "@" in email, 1 line — real validation is the confirmation mail.

✅ L4: native: moment.js imported for one format call. Intl.DateTimeFormat, 0 deps.

✅ repo.py:L88: yagni: AbstractRepository with one implementation. Inline it until a second one exists.

✅ L52-71: delete: retry wrapper around an idempotent local call. Nothing replaces it.

✅ L30-44: shrink: manual loop builds dict. dict(zip(keys, values)), 1 line.

Scoring

End with the only metric that matters: net: -<N> lines possible.

If there is nothing to cut, say Lean already. Ship. and stop.

Boundaries

Complexity only. Correctness bugs, security holes, and performance go to a normal review pass (/code-review), not this one. A single smoke test or assert-based self-check is the ponytail minimum, not bloat — never flag it for deletion. Lists findings; applies nothing. "stop ponytail-review" / "normal mode" reverts to verbose review style.

See also

04 同仓库更多 Skills

Wizarck
Wizarck/ai-playbook

sweep

Use when the user wants to find code that has quietly stopped being used — types /sweep, asks for a "dead code sweep", "repo entropy", "what can we delete", "orphan files", "unused code", or asks to review a sweep ledger. Adjudicates candidates a deterministic scanner already produced; it never deletes anything and never re-derives findings from raw source. Pairs with ponytail, which gates what gets written rather than what rots.

★ 6
Wizarck
Wizarck/ai-playbook

ponytail

Use when the user wants the laziest solution that actually works — types /ponytail, says "be lazy", "lazy mode", "simplest solution", "minimal solution", "yagni", "do less", or "shortest path", or complains about over-engineering, bloat, boilerplate, or unnecessary dependencies. Supports intensity levels lite, full, ultra (default). Pairs with caveman, which compresses prose, not code.

★ 6
Wizarck
Wizarck/ai-playbook

ponytail-debt

Use when the user wants to harvest every `ponytail:` comment in the codebase into a tracked debt ledger — says "ponytail debt", "/ponytail-debt", "what did ponytail defer", "list the shortcuts", "ponytail ledger", or "what did we mark to do later". One-shot report, changes nothing. Gated by the ponytail debt_ponytail component.

★ 6
Wizarck
Wizarck/ai-playbook

ponytail-audit

Use when the user wants a whole-repo audit for over-engineering — says "audit this codebase", "audit for over-engineering", "what can I delete from this repo", "find bloat", or invokes /ponytail-audit. Like ponytail-review but scans the entire tree, not a diff. One-shot report, applies no fixes. Gated by the ponytail audit_ponytail component.

★ 6
Wizarck
Wizarck/ai-playbook

openspec-propose

Propose a new change with all artifacts generated in one step. Use when the user wants to quickly describe what they want to build and get a complete proposal with design, specs, and tasks ready for implementation.

★ 6
Wizarck
Wizarck/ai-playbook

openspec-explore

Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use when the user wants to think through something before or during a change.

★ 6