{
  "schemaVersion": "qmmit.observation.v1",
  "datasetVersion": "2026-09-18-v3.0",
  "rulesetVersion": "sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae",
  "scanDate": "2026-09-16",
  "observation": {
    "repo": "karpathy/autoresearch",
    "datasetVersion": "2026-09-18-v3.0",
    "rulesetVersion": "sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae",
    "scanDate": "2026-09-16",
    "window": {
      "since": "2026-02-01",
      "untilExclusive": "2026-09-16",
      "label": "February–September 15, 2026"
    },
    "repository": {
      "sourceRepo": "karpathy/autoresearch",
      "canonicalRepo": "karpathy/autoresearch",
      "canonicalGitHubUrl": "https://github.com/karpathy/autoresearch",
      "defaultBranch": "master",
      "headShaAtResolution": "228791fb499afffb54b46200aca536f79142f117",
      "resolvedAt": "2026-09-16T12:09:27.525Z",
      "redirected": false
    },
    "agentSharePctFloor": 10.3,
    "humanSharePctCeiling": 89.7,
    "totals": {
      "commitsInHistory": 36,
      "mergeCommitsExcluded": 7,
      "ciBotCommitsExcluded": 0,
      "commitsConsidered": 29,
      "agentAttributedCommits": 3,
      "humanAttributedCommits": 26
    },
    "concentration": {
      "distinctAgentAuthors": 3,
      "topAuthorShareOfAgentCommits": 33.3,
      "adoptionPattern": "individual"
    },
    "mode": {
      "assistedCommits": 3,
      "autonomousCommits": 0,
      "assistedPct": 10.3,
      "autonomousPct": 0
    },
    "agents": [
      {
        "id": "claude-code",
        "label": "Claude Code",
        "vendor": "Anthropic",
        "commits": 3,
        "sharePct": 10.3,
        "samples": [
          {
            "hash": "09ebea439db47bf08f925fc1654dc30415a58c64",
            "subject": "Guard against infinite loop when no training shards exist, fix README typo",
            "date": "2026-03-10T21:34:40-06:00"
          },
          {
            "hash": "b5ba8ac00d64d38fd5b69714fe398b61c56d8160",
            "subject": "fix NaN loss not caught by fast-fail check",
            "date": "2026-03-09T23:51:02+08:00"
          },
          {
            "hash": "ae81d559043d2692ac085b733d32bcbe172cf57b",
            "subject": "remove spawn.sh reference from README (file was deleted)",
            "date": "2026-03-06T22:08:45+00:00"
          }
        ]
      }
    ],
    "timeline": [
      {
        "month": "2026-03",
        "total": 29,
        "agent": 3,
        "agentPct": 10.3
      }
    ],
    "lowActivity": true
  }
}
