{
 "schema_version": 1,
 "generated": "2026-10-19",
 "id": "ifixai-ai-ifixai--audit-coding-agent-quick-grade",
 "repo": "ifixai-ai/iFixAi",
 "repo_url": "https://github.com/ifixai-ai/iFixAi",
 "repo_slug": "ifixai-ai-ifixai",
 "title": "Quickly grade a coding agent on whether it does the job it should",
 "page_title": "How to quickly grade a coding agent on whether it does the job it should with iFixAi",
 "summary": "Run the short default suite on a coding agent to get a fast pass/fail picture in about two minutes.",
 "who": "Engineering manager evaluating whether a coding agent is safe to trust with team repos",
 "problem": "You can't tell from demos whether the agent silently fails, fakes tool use or falls for injected instructions.",
 "outcome": "A quick graded scorecard covering checks like prompt injection, fake tool use and silent failures.",
 "steps": [
  "Install your provider extra: pip install \"ifixai[anthropic]\"",
  "Run the wizard: ifixai setup",
  "Run the default 10-inspection suite: ifixai run",
  "Read which categories lost points and decide what to fix first"
 ],
 "agent_prompt": "Use ifixai-ai/iFixAi to run the default audit on my coding agent <agent or model name>. Summarize the grade and the three weakest categories. Verify the run used the default suite and not a full run by checking the report.",
 "agents": [
  "any"
 ],
 "difficulty": "Beginner",
 "time": "30 minutes",
 "basis": "field",
 "caveat": "The default run covers 10 inspections; a full run of all 60 takes longer and costs more in model calls.",
 "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": 0.691,
 "evidence": [
  {
   "platform": "x",
   "url": "https://x.com/i/web/status/2111729447426486672",
   "posted": "2026-10-18"
  },
  {
   "platform": "x",
   "url": "https://x.com/i/web/status/2110626308019659207",
   "posted": "2026-10-15"
  }
 ],
 "url": "https://dedupedai.com/use-cases/ifixai-ai-ifixai/audit-coding-agent-quick-grade/",
 "md": "https://dedupedai.com/use-cases/ifixai-ai-ifixai/audit-coding-agent-quick-grade/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."
}