{
 "schema_version": 1,
 "generated": "2026-10-24",
 "repo": "DietrichGebert/ponytail",
 "name": "ponytail",
 "owner": "DietrichGebert",
 "slug": "dietrichgebert-ponytail",
 "github": "https://github.com/DietrichGebert/ponytail",
 "what": "Ponytail is a prompt and skill set that makes AI coding agents write less code and review changes for bugs, security, and missing tests.",
 "why": "171k stars",
 "language": "JavaScript",
 "requirements": [
  "Claude Code or Codex installed",
  "A git repository with a project to work on",
  "Permission to install a plugin into your agent"
 ],
 "audience_note": "Written for developers and engineering leads who use AI coding agents and want smaller, reviewed changes.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Software and DevOps",
 "url": "https://dedupedai.com/use-cases/dietrichgebert-ponytail/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "dietrichgebert-ponytail--review-agent-changes-before-merge",
   "title": "Review agent-written changes before merging",
   "best": true,
   "url": "https://dedupedai.com/use-cases/dietrichgebert-ponytail/review-agent-changes-before-merge/",
   "json": "https://dedupedai.com/use-cases/u/dietrichgebert-ponytail/review-agent-changes-before-merge.json"
  },
  {
   "id": "dietrichgebert-ponytail--audit-whole-repo-priorities",
   "title": "Rank fixes across a whole repo",
   "best": false,
   "url": "https://dedupedai.com/use-cases/dietrichgebert-ponytail/audit-whole-repo-priorities/",
   "json": "https://dedupedai.com/use-cases/u/dietrichgebert-ponytail/audit-whole-repo-priorities.json"
  },
  {
   "id": "dietrichgebert-ponytail--turn-deferred-shortcuts-into-ledger",
   "title": "Track deferred shortcuts in a debt ledger",
   "best": false,
   "url": "https://dedupedai.com/use-cases/dietrichgebert-ponytail/turn-deferred-shortcuts-into-ledger/",
   "json": "https://dedupedai.com/use-cases/u/dietrichgebert-ponytail/turn-deferred-shortcuts-into-ledger.json"
  },
  {
   "id": "dietrichgebert-ponytail--add-ponytail-rules-to-any-agent",
   "title": "Add Ponytail rules to any coding agent",
   "best": false,
   "url": "https://dedupedai.com/use-cases/dietrichgebert-ponytail/add-ponytail-rules-to-any-agent/",
   "json": "https://dedupedai.com/use-cases/u/dietrichgebert-ponytail/add-ponytail-rules-to-any-agent.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}