{
  "schemaVersion": "qmmit.observation.v1",
  "datasetVersion": "2026-09-18-v3.0",
  "rulesetVersion": "sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae",
  "scanDate": "2026-09-16",
  "observation": {
    "repo": "github/github-mcp-server",
    "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": "github/github-mcp-server",
      "canonicalRepo": "github/github-mcp-server",
      "canonicalGitHubUrl": "https://github.com/github/github-mcp-server",
      "defaultBranch": "main",
      "headShaAtResolution": "85598ba6e1256f7ebf4867b95d63b833c4549264",
      "resolvedAt": "2026-09-16T12:09:27.525Z",
      "redirected": false
    },
    "agentSharePctFloor": 55.6,
    "humanSharePctCeiling": 44.4,
    "totals": {
      "commitsInHistory": 464,
      "mergeCommitsExcluded": 0,
      "ciBotCommitsExcluded": 97,
      "commitsConsidered": 367,
      "agentAttributedCommits": 204,
      "humanAttributedCommits": 163
    },
    "concentration": {
      "distinctAgentAuthors": 50,
      "topAuthorShareOfAgentCommits": 26.5,
      "adoptionPattern": "org-wide"
    },
    "mode": {
      "assistedCommits": 189,
      "autonomousCommits": 15,
      "assistedPct": 51.5,
      "autonomousPct": 4.1
    },
    "agents": [
      {
        "id": "copilot",
        "label": "GitHub Copilot",
        "vendor": "GitHub",
        "commits": 199,
        "sharePct": 54.2,
        "samples": [
          {
            "hash": "7d13a7ad6f2a17f351a6d77ce280c85ae1821f4d",
            "subject": "fix(oauth): advertise only default scopes in protected resource metadata (#3251)",
            "date": "2026-09-08T20:58:41+02:00"
          },
          {
            "hash": "9205304fedf10540c33ae41fcf6352fa97dcc9be",
            "subject": "fix: restore sanitizer content boundaries (#3219)",
            "date": "2026-09-03T15:56:57+02:00"
          },
          {
            "hash": "f2cbc12e58b838fc6e75944143c707d43a90f380",
            "subject": "fix(sanitize): preserve plain-text title characters (#3216)",
            "date": "2026-09-03T15:14:58+02:00"
          },
          {
            "hash": "c30039fedc8d6c4b23a306050a1d1a5c77d76e2c",
            "subject": "feat(governance): add custom properties tools (#2992)",
            "date": "2026-09-03T15:13:37+02:00"
          },
          {
            "hash": "51e45e23610b9b8a2e3769a376d75b27e125fbe5",
            "subject": "feat(governance): add repository ruleset tools with multi-level scope challenge (#2991)",
            "date": "2026-09-03T15:04:26+02:00"
          }
        ]
      },
      {
        "id": "claude-code",
        "label": "Claude Code",
        "vendor": "Anthropic",
        "commits": 3,
        "sharePct": 0.8,
        "samples": [
          {
            "hash": "9cfe97e20a79c8690c9863fd91f80edccfffc884",
            "subject": "fix(issues): allow delete:false in issue_write issue_fields",
            "date": "2026-08-19T13:08:25+02:00"
          },
          {
            "hash": "3a4c660033187435c838a46147d9346a35ac5952",
            "subject": "fix: restore thread id in get_review_comments response",
            "date": "2026-05-30T11:00:03+02:00"
          },
          {
            "hash": "f93e5260a23384a6ff59929ea3f63660ce3ce6d8",
            "subject": "feat: add resolve/unresolve review thread methods",
            "date": "2026-03-13T17:30:46+01:00"
          }
        ]
      },
      {
        "id": "codex",
        "label": "OpenAI Codex",
        "vendor": "OpenAI",
        "commits": 1,
        "sharePct": 0.3,
        "samples": [
          {
            "hash": "a718d37f6208ac0b18afc4b29a40a89735c92072",
            "subject": "Add README community resource links (#2848)",
            "date": "2026-07-10T09:48:03+01:00"
          }
        ]
      },
      {
        "id": "cursor",
        "label": "Cursor Agent",
        "vendor": "Anysphere",
        "commits": 1,
        "sharePct": 0.3,
        "samples": [
          {
            "hash": "5aa8ed36df7cb1c21e04c7bf8f48256cc68ba829",
            "subject": "fix(pull_requests): validate required params in add_comment_to_pending_review (#2770)",
            "date": "2026-06-26T15:21:43+02:00"
          }
        ]
      }
    ],
    "timeline": [
      {
        "month": "2026-02",
        "total": 57,
        "agent": 16,
        "agentPct": 28.1
      },
      {
        "month": "2026-03",
        "total": 17,
        "agent": 8,
        "agentPct": 47.1
      },
      {
        "month": "2026-04",
        "total": 24,
        "agent": 15,
        "agentPct": 62.5
      },
      {
        "month": "2026-05",
        "total": 87,
        "agent": 47,
        "agentPct": 54
      },
      {
        "month": "2026-06",
        "total": 34,
        "agent": 21,
        "agentPct": 61.8
      },
      {
        "month": "2026-07",
        "total": 39,
        "agent": 24,
        "agentPct": 61.5
      },
      {
        "month": "2026-08",
        "total": 89,
        "agent": 58,
        "agentPct": 65.2
      },
      {
        "month": "2026-09",
        "total": 20,
        "agent": 15,
        "agentPct": 75
      }
    ],
    "lowActivity": false
  }
}