{
 "schema_version": 1,
 "generated": "2026-10-19",
 "repo": "ifixai-ai/iFixAi",
 "name": "iFixAi",
 "owner": "ifixai-ai",
 "slug": "ifixai-ai-ifixai",
 "github": "https://github.com/ifixai-ai/iFixAi",
 "what": "An auditing tool that checks whether an AI agent is doing what it is supposed to do.",
 "why": "+6,854 stars this week, 30k total",
 "language": "Python",
 "requirements": [
  "Python 3.10+",
  "An API key for the model provider you want to test or to act as judge (the engine is free, model calls cost extra)",
  "An agent or model endpoint to audit (any supported provider, or your agent's own HTTP endpoint)",
  "Optional: uv, only for the zero-install skill route"
 ],
 "audience_note": "For teams and solo builders who have an AI agent running or about to ship and want an independent check that it follows business rules, roles and permissions, not only that its answers look right.",
 "risk": "none",
 "section": "weekly",
 "weekly_rank": 10,
 "category": "Software & DevOps",
 "url": "https://dedupedai.com/use-cases/ifixai-ai-ifixai/",
 "use_case_count": 8,
 "use_cases": [
  {
   "id": "ifixai-ai-ifixai--use-independent-judge-model",
   "title": "Have a different vendor's model judge your agent's behavior",
   "best": true,
   "url": "https://dedupedai.com/use-cases/ifixai-ai-ifixai/use-independent-judge-model/",
   "json": "https://dedupedai.com/use-cases/u/ifixai-ai-ifixai/use-independent-judge-model.json"
  },
  {
   "id": "ifixai-ai-ifixai--audit-agent-before-launch",
   "title": "Grade a new AI agent against your business rules before launch",
   "best": false,
   "url": "https://dedupedai.com/use-cases/ifixai-ai-ifixai/audit-agent-before-launch/",
   "json": "https://dedupedai.com/use-cases/u/ifixai-ai-ifixai/audit-agent-before-launch.json"
  },
  {
   "id": "ifixai-ai-ifixai--audit-from-claude-code-plugin",
   "title": "Let Claude Code or Codex run the audit and explain the results",
   "best": false,
   "url": "https://dedupedai.com/use-cases/ifixai-ai-ifixai/audit-from-claude-code-plugin/",
   "json": "https://dedupedai.com/use-cases/u/ifixai-ai-ifixai/audit-from-claude-code-plugin.json"
  },
  {
   "id": "ifixai-ai-ifixai--audit-coding-agent-quick-grade",
   "title": "Quickly grade a coding agent on whether it does the job it should",
   "best": false,
   "url": "https://dedupedai.com/use-cases/ifixai-ai-ifixai/audit-coding-agent-quick-grade/",
   "json": "https://dedupedai.com/use-cases/u/ifixai-ai-ifixai/audit-coding-agent-quick-grade.json"
  },
  {
   "id": "ifixai-ai-ifixai--check-permissions-before-delete-rights",
   "title": "Test an agent's permission boundaries before granting it delete access",
   "best": false,
   "url": "https://dedupedai.com/use-cases/ifixai-ai-ifixai/check-permissions-before-delete-rights/",
   "json": "https://dedupedai.com/use-cases/u/ifixai-ai-ifixai/check-permissions-before-delete-rights.json"
  },
  {
   "id": "ifixai-ai-ifixai--scaffold-audit-skill-in-any-agent",
   "title": "Add an audit slash command to Cursor, Gemini or Zed in one step",
   "best": false,
   "url": "https://dedupedai.com/use-cases/ifixai-ai-ifixai/scaffold-audit-skill-in-any-agent/",
   "json": "https://dedupedai.com/use-cases/u/ifixai-ai-ifixai/scaffold-audit-skill-in-any-agent.json"
  },
  {
   "id": "ifixai-ai-ifixai--gate-ci-on-agent-audit",
   "title": "Fail your CI build when an agent audit regresses",
   "best": false,
   "url": "https://dedupedai.com/use-cases/ifixai-ai-ifixai/gate-ci-on-agent-audit/",
   "json": "https://dedupedai.com/use-cases/u/ifixai-ai-ifixai/gate-ci-on-agent-audit.json"
  },
  {
   "id": "ifixai-ai-ifixai--find-harmful-action-sequences-policy-lab",
   "title": "Find harmful chains of allowed actions with Policy Lab",
   "best": false,
   "url": "https://dedupedai.com/use-cases/ifixai-ai-ifixai/find-harmful-action-sequences-policy-lab/",
   "json": "https://dedupedai.com/use-cases/u/ifixai-ai-ifixai/find-harmful-action-sequences-policy-lab.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."
}