{
  "schemaVersion": "qmmit.observation.v1",
  "datasetVersion": "2026-09-18-v3.0",
  "rulesetVersion": "sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae",
  "scanDate": "2026-09-16",
  "observation": {
    "repo": "reflex-dev/reflex",
    "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": "reflex-dev/reflex",
      "canonicalRepo": "reflex-dev/reflex",
      "canonicalGitHubUrl": "https://github.com/reflex-dev/reflex",
      "defaultBranch": "main",
      "headShaAtResolution": "856c0a750d6f0ed8059f99fea9de4f48b47ebbde",
      "resolvedAt": "2026-09-16T12:09:27.525Z",
      "redirected": false
    },
    "agentSharePctFloor": 26.9,
    "humanSharePctCeiling": 73.1,
    "totals": {
      "commitsInHistory": 591,
      "mergeCommitsExcluded": 0,
      "ciBotCommitsExcluded": 8,
      "commitsConsidered": 583,
      "agentAttributedCommits": 157,
      "humanAttributedCommits": 426
    },
    "concentration": {
      "distinctAgentAuthors": 17,
      "topAuthorShareOfAgentCommits": 59.9,
      "adoptionPattern": "team"
    },
    "mode": {
      "assistedCommits": 154,
      "autonomousCommits": 3,
      "assistedPct": 26.4,
      "autonomousPct": 0.5
    },
    "agents": [
      {
        "id": "claude-code",
        "label": "Claude Code",
        "vendor": "Anthropic",
        "commits": 157,
        "sharePct": 26.9,
        "samples": [
          {
            "hash": "8e69e9c3435ca4c274940052e82414c0e873bfc0",
            "subject": "fix(app): keep local/git package specifiers whole when resolving installs (#7150)",
            "date": "2026-09-15T12:35:40-07:00"
          },
          {
            "hash": "6479e2e44829dabc15e0c8d3fabce80f0211e997",
            "subject": "Add click_element utility for robust element clicking in tests (#6968)",
            "date": "2026-09-15T21:14:42+05:00"
          },
          {
            "hash": "2f63cb342150116b0625f2355c95f364a4cf7812",
            "subject": "Wrap Recharts Sankey chart (#6708)",
            "date": "2026-09-14T16:43:29-07:00"
          },
          {
            "hash": "de63f5dc7aa154ba8c68bc27c91d49f4896073e7",
            "subject": "Fix RecursionError in event processor for deep self-chaining handlers (#7145)",
            "date": "2026-09-14T15:29:41-07:00"
          },
          {
            "hash": "bae7294119a8ffa2b3177a0a0f0063d76b616d86",
            "subject": "feat(otel): browser tracing plugin with traceparent propagation, web vitals and render timing (#6901)",
            "date": "2026-09-10T01:45:17-07:00"
          }
        ]
      },
      {
        "id": "copilot",
        "label": "GitHub Copilot",
        "vendor": "GitHub",
        "commits": 1,
        "sharePct": 0.2,
        "samples": [
          {
            "hash": "dfb4ef0db13edd5f8291a33556f5339ccef57390",
            "subject": "feat(cloud): add `reflex cloud whoami` and `reflex cloud token` (#6918)",
            "date": "2026-08-26T12:03:49-07:00"
          }
        ]
      }
    ],
    "timeline": [
      {
        "month": "2026-02",
        "total": 10,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-03",
        "total": 33,
        "agent": 4,
        "agentPct": 12.1
      },
      {
        "month": "2026-04",
        "total": 103,
        "agent": 10,
        "agentPct": 9.7
      },
      {
        "month": "2026-05",
        "total": 97,
        "agent": 13,
        "agentPct": 13.4
      },
      {
        "month": "2026-06",
        "total": 73,
        "agent": 23,
        "agentPct": 31.5
      },
      {
        "month": "2026-07",
        "total": 74,
        "agent": 30,
        "agentPct": 40.5
      },
      {
        "month": "2026-08",
        "total": 112,
        "agent": 53,
        "agentPct": 47.3
      },
      {
        "month": "2026-09",
        "total": 81,
        "agent": 24,
        "agentPct": 29.6
      }
    ],
    "lowActivity": false
  }
}