{
 "schema_version": 1,
 "generated": "2026-10-19",
 "id": "ifixai-ai-ifixai--audit-agent-before-launch",
 "repo": "ifixai-ai/iFixAi",
 "repo_url": "https://github.com/ifixai-ai/iFixAi",
 "repo_slug": "ifixai-ai-ifixai",
 "title": "Grade a new AI agent against your business rules before launch",
 "page_title": "How to grade a new AI agent against your business rules before launch with iFixAi",
 "summary": "Run a short audit that scores whether your agent follows your roles, policies and permissions.",
 "who": "Founder or engineer about to put a support or ops agent in front of real customers",
 "problem": "Your tests check that answers look good, but nobody has checked whether the agent stays inside the rules it was given.",
 "outcome": "A graded scorecard (A to F, broken down by category) that shows where the agent breaks policy before users find out.",
 "steps": [
  "Install the package with the extra for the provider you test: pip install \"ifixai[openai]\"",
  "Run the guided wizard: ifixai setup",
  "Run the audit with no flags: ifixai run",
  "Open the reports in ./ifixai-results/ and read the scorecard by category"
 ],
 "agent_prompt": "Use the ifixai-ai/iFixAi repo to audit my agent at <agent endpoint or provider and model>. Run the guided setup, then a default run, and summarize the scorecard by category. Verify the report files were written to ./ifixai-results/ before you report results.",
 "agents": [
  "any"
 ],
 "difficulty": "Beginner",
 "time": "30 minutes",
 "basis": "field",
 "caveat": "The engine is free but every check makes paid model calls, so use --dry-run first to see the estimated call count.",
 "category": "Software & DevOps",
 "tags": [
  "Software & DevOps"
 ],
 "lang": "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"
 ],
 "risk": "none",
 "seen_in_the_wild": true,
 "best": false,
 "score": 0.759,
 "evidence": [
  {
   "platform": "x",
   "url": "https://x.com/i/web/status/2111897900028674049",
   "posted": "2026-10-18"
  },
  {
   "platform": "x",
   "url": "https://x.com/i/web/status/2110506583478120875",
   "posted": "2026-10-14"
  },
  {
   "platform": "x",
   "url": "https://x.com/i/web/status/2110392965147283848",
   "posted": "2026-10-14"
  }
 ],
 "url": "https://dedupedai.com/use-cases/ifixai-ai-ifixai/audit-agent-before-launch/",
 "md": "https://dedupedai.com/use-cases/ifixai-ai-ifixai/audit-agent-before-launch/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly."
}