{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "nealbridges/VulnHunter",
 "name": "VulnHunter",
 "owner": "nealbridges",
 "slug": "nealbridges-vulnhunter",
 "github": "https://github.com/nealbridges/VulnHunter",
 "what": "VulnHunter is an open-source agentic AI security scanner that traces attacker-reachable entry points to exploitable flaws, proves them with proof-of-concept tests, and proposes test-first fixes.",
 "why": "",
 "language": "Python",
 "requirements": [
  "Source code you own or are authorized to audit",
  "Your own model access, using the most capable reasoning model your agent harness offers",
  "An agent harness with a skills directory and subagent support",
  "Python and git installed locally"
 ],
 "audience_note": "Security engineers and application developers who are authorized to audit their own code and want an agent-driven scan, fix, and verify loop.",
 "risk": "dual-use",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Security and science",
 "url": "https://dedupedai.com/use-cases/nealbridges-vulnhunter/",
 "use_case_count": 5,
 "use_cases": [
  {
   "id": "nealbridges-vulnhunter--hunt-exploitable-flaws-in-your-code",
   "title": "Hunt exploitable flaws in your own codebase",
   "best": true,
   "url": "https://dedupedai.com/use-cases/nealbridges-vulnhunter/hunt-exploitable-flaws-in-your-code/",
   "json": "https://dedupedai.com/use-cases/u/nealbridges-vulnhunter/hunt-exploitable-flaws-in-your-code.json"
  },
  {
   "id": "nealbridges-vulnhunter--fix-a-confirmed-finding-test-first",
   "title": "Fix a confirmed finding with a failing test first",
   "best": false,
   "url": "https://dedupedai.com/use-cases/nealbridges-vulnhunter/fix-a-confirmed-finding-test-first/",
   "json": "https://dedupedai.com/use-cases/u/nealbridges-vulnhunter/fix-a-confirmed-finding-test-first.json"
  },
  {
   "id": "nealbridges-vulnhunter--verify-that-a-fix-really-works",
   "title": "Verify that a security fix really closes the finding",
   "best": false,
   "url": "https://dedupedai.com/use-cases/nealbridges-vulnhunter/verify-that-a-fix-really-works/",
   "json": "https://dedupedai.com/use-cases/u/nealbridges-vulnhunter/verify-that-a-fix-really-works.json"
  },
  {
   "id": "nealbridges-vulnhunter--run-scheduled-scans-across-repos",
   "title": "Run unattended scans across several repositories",
   "best": false,
   "url": "https://dedupedai.com/use-cases/nealbridges-vulnhunter/run-scheduled-scans-across-repos/",
   "json": "https://dedupedai.com/use-cases/u/nealbridges-vulnhunter/run-scheduled-scans-across-repos.json"
  },
  {
   "id": "nealbridges-vulnhunter--port-the-skills-to-your-agent-harness",
   "title": "Port the skills to a harness you already run",
   "best": false,
   "url": "https://dedupedai.com/use-cases/nealbridges-vulnhunter/port-the-skills-to-your-agent-harness/",
   "json": "https://dedupedai.com/use-cases/u/nealbridges-vulnhunter/port-the-skills-to-your-agent-harness.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."
}