{
  "schemaVersion": "qmmit.observation.v1",
  "datasetVersion": "2026-09-18-v3.0",
  "rulesetVersion": "sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae",
  "scanDate": "2026-09-16",
  "observation": {
    "repo": "assafelovic/gpt-researcher",
    "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": "assafelovic/gpt-researcher",
      "canonicalRepo": "assafelovic/gpt-researcher",
      "canonicalGitHubUrl": "https://github.com/assafelovic/gpt-researcher",
      "defaultBranch": "main",
      "headShaAtResolution": "6f998577d547b1e54ec662dac63583aa11e3b84b",
      "resolvedAt": "2026-09-16T12:09:27.525Z",
      "redirected": false
    },
    "agentSharePctFloor": 25.9,
    "humanSharePctCeiling": 74.1,
    "totals": {
      "commitsInHistory": 267,
      "mergeCommitsExcluded": 96,
      "ciBotCommitsExcluded": 1,
      "commitsConsidered": 170,
      "agentAttributedCommits": 44,
      "humanAttributedCommits": 126
    },
    "concentration": {
      "distinctAgentAuthors": 8,
      "topAuthorShareOfAgentCommits": 63.6,
      "adoptionPattern": "team"
    },
    "mode": {
      "assistedCommits": 44,
      "autonomousCommits": 0,
      "assistedPct": 25.9,
      "autonomousPct": 0
    },
    "agents": [
      {
        "id": "claude-code",
        "label": "Claude Code",
        "vendor": "Anthropic",
        "commits": 29,
        "sharePct": 17.1,
        "samples": [
          {
            "hash": "a167526848210753a8becfc52f711bffae012dcc",
            "subject": "feat(retrievers): declare whether results need scraping",
            "date": "2026-08-23T22:12:07+03:00"
          },
          {
            "hash": "ff79a8915bb377cde6d57a6441f799ac734b2e2a",
            "subject": "fix: make the empty-source-urls notification reachable",
            "date": "2026-08-23T21:15:58+03:00"
          },
          {
            "hash": "d95af0ec58c7f2fa05e541443aa4e71153f10d9f",
            "subject": "chore: remove the dead poetry dependency block, test the declared floor",
            "date": "2026-08-23T20:58:56+03:00"
          },
          {
            "hash": "e35d0bf6e6dbb3b267092e58bcfd84e421902002",
            "subject": "ci: warm the tiktoken cache before running the suite",
            "date": "2026-08-23T20:30:25+03:00"
          },
          {
            "hash": "4e533cfb485730667689f11225c422a18cc78244",
            "subject": "chore: drop two personal scripts that rode in with #1858",
            "date": "2026-08-23T20:20:32+03:00"
          }
        ]
      },
      {
        "id": "copilot",
        "label": "GitHub Copilot",
        "vendor": "GitHub",
        "commits": 8,
        "sharePct": 4.7,
        "samples": [
          {
            "hash": "26de2275b38f75825c4fb154e4a683fdf2b3e7cb",
            "subject": "docs(pr): add Brave snippet PR description",
            "date": "2026-05-21T15:05:02+02:00"
          },
          {
            "hash": "9901f94b60ed34e33db2f4eaedbc02a541094d67",
            "subject": "docs(pr): add Anthropics cost tracking PR description",
            "date": "2026-05-21T15:03:33+02:00"
          },
          {
            "hash": "563cae68620e1538cc0e4c030ec9374c89bd47cd",
            "subject": "feat(cost): track Anthropic usage metadata",
            "date": "2026-05-21T14:52:18+02:00"
          },
          {
            "hash": "f1e51ebe1ad6753289419d80e708cdd446b4d550",
            "subject": "fix(retrieval): send Brave snippets to scraper instead of classifying as full content",
            "date": "2026-05-19T20:22:57+02:00"
          },
          {
            "hash": "a9d6d2221652d5ac8c2f13960d55604ac78033b0",
            "subject": "docs(config): correct token limit defaults and document model-class recommendations",
            "date": "2026-05-16T14:24:20+02:00"
          }
        ]
      },
      {
        "id": "cursor",
        "label": "Cursor Agent",
        "vendor": "Anysphere",
        "commits": 7,
        "sharePct": 4.1,
        "samples": [
          {
            "hash": "6d0cf55af0eebf447649cf633c34ecd09c7965ae",
            "subject": "Track benchmark run artifacts and swap FRAMES for the report head-to-head",
            "date": "2026-07-05T17:51:28+03:00"
          },
          {
            "hash": "20bd9569e31ecabe598845a348eec547a786a4a2",
            "subject": "Headline the hybrid benchmark's 94% peak coverage instead of the range",
            "date": "2026-07-05T15:15:15+03:00"
          },
          {
            "hash": "456764645b4090394c30f03eba84e50acb63db0f",
            "subject": "Harden hybrid benchmark: realistic corpus and a DIY file-tools baseline arm",
            "date": "2026-07-05T14:45:22+03:00"
          },
          {
            "hash": "766861ac1e773c03ed91e141fa8ad267832d8a7a",
            "subject": "Add supporting benchmarks: Q&A accuracy parity and hybrid private-docs coverage",
            "date": "2026-07-05T14:04:35+03:00"
          },
          {
            "hash": "c58f50da3faf4b76b332528655548c91698b40a6",
            "subject": "Add DeepResearch Bench results: +89% verified citations over raw-search deep agent",
            "date": "2026-07-05T13:24:01+03:00"
          }
        ]
      }
    ],
    "timeline": [
      {
        "month": "2026-02",
        "total": 21,
        "agent": 5,
        "agentPct": 23.8
      },
      {
        "month": "2026-03",
        "total": 28,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-04",
        "total": 14,
        "agent": 1,
        "agentPct": 7.1
      },
      {
        "month": "2026-05",
        "total": 14,
        "agent": 8,
        "agentPct": 57.1
      },
      {
        "month": "2026-06",
        "total": 10,
        "agent": 3,
        "agentPct": 30
      },
      {
        "month": "2026-07",
        "total": 63,
        "agent": 9,
        "agentPct": 14.3
      },
      {
        "month": "2026-08",
        "total": 20,
        "agent": 18,
        "agentPct": 90
      }
    ],
    "lowActivity": false
  }
}