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Ponytail Review

DietrichGebert/ponytail
326 installs19.3k starsMIT
Summary

A code review that hunts complexity instead of correctness. It flags reinvented standard library, unneeded dependencies, speculative abstractions, and dead flexibility, with one line per finding: where it is, what to cut, and what replaces it. Built to run alongside a normal correctness review, not to replace it.

Install to Claude Code

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

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
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AppSignal
AppSignal
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Vibe Prospecting MCPVibe Prospecting MCP
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Connect Claude to +800M contacts, +150M companies. Find & Enrich leads in chat.
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Context.devContext.dev
Context.dev
Integrate web data into your AI product. One API to scrape website & brand data.
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CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Make money from your Skills
Make money from your Skills
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Vibe Prospecting MCPVibe Prospecting MCP
Vibe Prospecting MCP
Connect Claude to +800M contacts, +150M companies. Find & Enrich leads in chat.
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Context.devContext.dev
Context.dev
Integrate web data into your AI product. One API to scrape website & brand data.
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Files
SKILL.mdView on GitHub

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

Format

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, not this one. A single smoke test or assert-based self-check is the ponytail minimum, not bloat, never flag it for deletion. Does not apply the fixes, only lists them. "stop ponytail-review" or "normal mode": revert to verbose review style.

Featured
CodeRabbit
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AI writes the code. CodeRabbit catches the slop.
Try For Free →
Make your agent a DeFi expert
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Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Make money from your Skills
Make money from your Skills
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
AppSignal
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Monitor with ease. Code with confidence.
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Categories
Git & Pull RequestsCode Review & Quality
First SeenJun 16, 2026
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