ponytail-review
Skill1 starsChanged 10 days agoMITView on GitHub
Read-only 6-dimension code review ordered by Correctness -> Safety -> Scale -> Tests -> Speed -> Simplicity.
78 other projects use a version of this.
Adopted by
Most recently taken up by
- ezmichaely/make-it-ezytheir own version, first seen Nov 15, 2026
- gladosAagman/ponytailtheir own version, first seen Nov 15, 2026
- GabrieleDattile/agent-superpowerstheir own version, first seen Nov 15, 2026
- mintunitish/tandemtheir own version, first seen Nov 15, 2026
- ZerroDevs/AgentsHub-Desktoptheir own version, first seen Nov 15, 2026
- kortix-ai/sunatheir own version, first seen Nov 15, 2026
Used with
Projects with it also use caveman-explore, migration and 10 more.
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Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
JuliusBrusseeSkillcaveman-explore
Read-only repository explorer for cold-start orientation, broad cross-file localization, or when a direct search failed. Skip it when the exact file or symbol is already named. Returns path:line citations only; its reads stay out of main context.
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ryu111Skillmigration
Migration planning expertise. Use when replacing tools/frameworks, upgrading versions, migrating databases, or planning transitions. Contains strategies, compatibility analysis methods, and rollback planning.
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surgical-patch
Fix bugs and small behavior changes at the narrowest responsible layer. Use when regression proof, preserved surrounding behavior, and task-relevant tests matter.
Also in 3 projects that use this
huangzidaSkillcaveman-help
Quick-reference card for all caveman modes, skills, and commands. One-shot display, not a persistent mode. Trigger: /caveman-help, "caveman help", "what caveman commands", "how do I use caveman".
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Compress natural language memory files (CLAUDE.md, todos, preferences) into caveman format to save input tokens. Preserves all technical substance, code, URLs, and structure. Compressed version overwrites the original file. Human-readable backup saved as FILE.original.md. Trigger: /caveman:compress <filepath> or "compress memory file"
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jaydubya818Skillthermo-nuclear-code-quality-review
Use when the user requests an intentionally strict maintainability review.
Also in 5 projects that use this
- +2 more from JuliusBrussee
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Other versions78 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 78
- DietrichGebert/ponytail★ 182ksame name
- kortix-ai/CompanyOS★ 21ksame name
- kortix-ai/suna★ 21ksame name
- marmelab/atomic-crm★ 1.4ksame name
- Cygnux-Labs/Tracekit★ 602same name
- mezotv/notra★ 256same name
- usenotra/notra★ 256same name
- engasnm111/lnwjud★ 209same name
- jacred-fdb/jacred★ 139same name
- Wenaixi/dsh-ponytail★ 36same name
68 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository45 other files it gives its agents.
- ask-mattSkill
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- implement-specSkill
- improve-codebase-architectureSkill
- karpathy-guidelinesSkill
- mcp-builderSkill
- ponytail-auditSkill
- ponytail-debtSkill
- ponytail-gainSkill
- ponytail-helpSkill
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- postgres-best-practicesSkill
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The file
Files
/ponytail-review — 六维精简与正确性审查
审查顺序与要求
- 声明真实负载假设（单人脚本 vs. 并发服务）。
- 按
Bug → 安全风险 → 真实负载规模 → 缺失测试 → 性能回退 → 可删减冗余代码顺序审查 Diff 及上下游调用链。 - 每个 Finding 必须附带可触发的具体反例与最小修复方案，末尾汇总
⚠️ 风险与遗留。
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