{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "liyingze07-svg/EffectiveAutoResearch-EAR-",
 "name": "EffectiveAutoResearch-EAR-",
 "owner": "liyingze07-svg",
 "slug": "liyingze07-svg-effectiveautoresearch-ear",
 "github": "https://github.com/liyingze07-svg/EffectiveAutoResearch-EAR-",
 "what": "EAR is an open Python research workbench that helps with idea discovery, autonomous mathematical research, and evidence-linked reviewer responses.",
 "why": "",
 "language": "Python",
 "requirements": [
  "Python 3.10 or newer",
  "git, to clone the repository",
  "For live research only: an authenticated Codex or Claude setup and the module dependencies described in docs/getting-started.md"
 ],
 "audience_note": "Researchers and AI agents who need to test a research direction, work on a math question, or draft rebuttals to reviewer comments.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Research",
 "url": "https://dedupedai.com/use-cases/liyingze07-svg-effectiveautoresearch-ear/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "liyingze07-svg-effectiveautoresearch-ear--explore-ear-demo-in-browser",
   "title": "Explore the EAR demo in a local browser studio",
   "best": true,
   "url": "https://dedupedai.com/use-cases/liyingze07-svg-effectiveautoresearch-ear/explore-ear-demo-in-browser/",
   "json": "https://dedupedai.com/use-cases/u/liyingze07-svg-effectiveautoresearch-ear/explore-ear-demo-in-browser.json"
  },
  {
   "id": "liyingze07-svg-effectiveautoresearch-ear--turn-research-direction-into-ranked-proposal",
   "title": "Turn a research direction into a ranked proposal",
   "best": false,
   "url": "https://dedupedai.com/use-cases/liyingze07-svg-effectiveautoresearch-ear/turn-research-direction-into-ranked-proposal/",
   "json": "https://dedupedai.com/use-cases/u/liyingze07-svg-effectiveautoresearch-ear/turn-research-direction-into-ranked-proposal.json"
  },
  {
   "id": "liyingze07-svg-effectiveautoresearch-ear--inspect-offline-math-proof-artifacts",
   "title": "Inspect saved proof artifacts from the offline math run",
   "best": false,
   "url": "https://dedupedai.com/use-cases/liyingze07-svg-effectiveautoresearch-ear/inspect-offline-math-proof-artifacts/",
   "json": "https://dedupedai.com/use-cases/u/liyingze07-svg-effectiveautoresearch-ear/inspect-offline-math-proof-artifacts.json"
  },
  {
   "id": "liyingze07-svg-effectiveautoresearch-ear--draft-evidence-linked-rebuttal",
   "title": "Draft evidence-linked replies to reviewer comments",
   "best": false,
   "url": "https://dedupedai.com/use-cases/liyingze07-svg-effectiveautoresearch-ear/draft-evidence-linked-rebuttal/",
   "json": "https://dedupedai.com/use-cases/u/liyingze07-svg-effectiveautoresearch-ear/draft-evidence-linked-rebuttal.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."
}