Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/mineugene-ponytail-review
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Reviews
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Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/ponytail-review
What's inside
- Skill name
ponytail-review- Description
- Code review focused exclusively on over-engineering. Finds what to delete: reinvented standard library, unneeded dependencies, speculative abstractions, dead flexibility. One line per finding: location, what to cut, what replaces it. Use when the user says "review for over-engineering", "what can we delete", "is this over-engineered", or "simplify review". Complements correctness-focused review; this one only hunts complexity.
- License
- MIT
- Instructions
- 32 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Ponytail Review Review the diff for unnecessary complexity. ## Format - Single-file diff: `L<line>: <tag> <what>. <replacement>.` - Multi-file diff: `<file>:L<line>: <tag> <what>. <replacement>.` ## Tags - `delete:` dead code, unused flexibility, speculative feature. Replacement: nothing. - `stdlib:` hand-rolled code the standard library ships. Name the function. - `native:` a dependency or code doing what the platform already does. Name the feature. - `yagni:` an abstraction with one implementation, configuration nobody sets, or a layer with one caller. - `shrink:` the same logic in fewer lines. Show the shorter form. ## Output 1. One line per finding. 2. End with `net: -<N> lines possible.` 3. If no finding exists: `Lean already. Ship.` ## Exclusions - Scope is over-engineering and complexity only. Correctness bugs, security holes, and performance are out of scope; route them to a normal review. - A single smoke test or `assert`-based self-check is the required minimum, not bloat. Do not flag it. - Apply no fixes. - Do not change the Ponytail runtime mode.
From mineugene/pi-dev-config, MIT.
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Enforce the smallest working scope with existing code, standard libraries, and native features.
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ponytail-audit
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Whole-repo audit for over-engineering.
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ponytail-debt
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Harvest existing shortcut comments in the codebase into a debt ledger, so deliberate shortcuts and deferrals get tracked instead of becoming permanent.
SkillAFreshness: A★ 1Claude Code +9 - 0.584score
ponytail-gain
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Show ponytail's measured impact as a compact scoreboard: less code, less cost, more speed, from the benchmark medians.
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implement-spec
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Implement a specification and its tickets in code on one integration branch.
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ponytail-help
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Quick-reference card for Ponytail modes, skills, and commands.
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implement
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Implement the work described by a specification or set of tickets.
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Signals
- Stars
- 1
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Oct 22, 2026 (8 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/mineugene/pi-dev-config
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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SkillAFreshness: A★ 1Claude Code +9 - 0.587score
architecture-design
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Design or reshape architecture for a feature, subsystem, API, or refactor while preserving repository philosophy.
SkillAFreshness: A★ 1Claude Code +9 - 0.587score
graphify
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Build, update, or query a persistent knowledge graph for a codebase or mixed corpus.
SkillAFreshness: A★ 1Claude Code +9 - 0.587score
grill-with-docs
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Interview before implementing an underspecified feature or design, and record resolved domain language and durable decisions.
SkillAFreshness: A★ 1Claude Code +9 - 0.587score
grilling
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Stress-test a plan, decision, or idea with an interview.
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ponytail
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Enforce the smallest working scope with existing code, standard libraries, and native features.
SkillAFreshness: A★ 1Claude Code +9
Cite this page
ponytail-review skill. Agent Mart. https://agentmart.dev/skills/mineugene-ponytail-review (last updated 2026-10-24)