{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "XiantingWu/VeriRepro",
 "name": "VeriRepro",
 "owner": "XiantingWu",
 "slug": "xiantingwu-verirepro",
 "github": "https://github.com/XiantingWu/VeriRepro",
 "what": "VeriRepro is a Python package that checks whether a computational paper's claims are backed by its repository, environment, and execution evidence, and writes a PASS, FAIL, or PARTIAL reproduction report.",
 "why": "",
 "language": "Python",
 "requirements": [
  "Python with pip to install the verirepro package from PyPI",
  "A pinned arXiv ID, DOI, PDF URL, or local PDF of the paper",
  "Docker, only if you want third-party experiment code to execute",
  "An OpenAI-compatible model endpoint, only if you want model-assisted analysis"
 ],
 "audience_note": "Researchers and reviewers who need to check whether a paper's reported results were actually reproduced, not just whether its code ran.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Research",
 "url": "https://dedupedai.com/use-cases/xiantingwu-verirepro/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "xiantingwu-verirepro--plan-paper-reproduction-without-running-code",
   "title": "Plan a paper's reproduction without running its code",
   "best": true,
   "url": "https://dedupedai.com/use-cases/xiantingwu-verirepro/plan-paper-reproduction-without-running-code/",
   "json": "https://dedupedai.com/use-cases/u/xiantingwu-verirepro/plan-paper-reproduction-without-running-code.json"
  },
  {
   "id": "xiantingwu-verirepro--verify-paper-metrics-in-sandbox",
   "title": "Verify a paper's metrics by running its code in a sandbox",
   "best": false,
   "url": "https://dedupedai.com/use-cases/xiantingwu-verirepro/verify-paper-metrics-in-sandbox/",
   "json": "https://dedupedai.com/use-cases/u/xiantingwu-verirepro/verify-paper-metrics-in-sandbox.json"
  },
  {
   "id": "xiantingwu-verirepro--validate-paper-discovery-with-smoke-gate",
   "title": "Check paper discovery against the 15-paper smoke corpus",
   "best": false,
   "url": "https://dedupedai.com/use-cases/xiantingwu-verirepro/validate-paper-discovery-with-smoke-gate/",
   "json": "https://dedupedai.com/use-cases/u/xiantingwu-verirepro/validate-paper-discovery-with-smoke-gate.json"
  },
  {
   "id": "xiantingwu-verirepro--score-agent-reproduction-tasks-reprobench",
   "title": "Score agent reproduction runs with the ReproBench adapter",
   "best": false,
   "url": "https://dedupedai.com/use-cases/xiantingwu-verirepro/score-agent-reproduction-tasks-reprobench/",
   "json": "https://dedupedai.com/use-cases/u/xiantingwu-verirepro/score-agent-reproduction-tasks-reprobench.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."
}