{
  "schemaVersion": "qmmit.observation.v1",
  "datasetVersion": "2026-09-18-v3.0",
  "rulesetVersion": "sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae",
  "scanDate": "2026-09-16",
  "observation": {
    "repo": "mozilla-ai/llamafile",
    "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": "mozilla-ai/llamafile",
      "canonicalRepo": "mozilla-ai/llamafile",
      "canonicalGitHubUrl": "https://github.com/mozilla-ai/llamafile",
      "defaultBranch": "main",
      "headShaAtResolution": "4a9be84a8d788cbd7784f815e825c641f9bf869a",
      "resolvedAt": "2026-09-16T12:09:27.525Z",
      "redirected": false
    },
    "agentSharePctFloor": 23.5,
    "humanSharePctCeiling": 76.5,
    "totals": {
      "commitsInHistory": 68,
      "mergeCommitsExcluded": 0,
      "ciBotCommitsExcluded": 0,
      "commitsConsidered": 68,
      "agentAttributedCommits": 16,
      "humanAttributedCommits": 52
    },
    "concentration": {
      "distinctAgentAuthors": 2,
      "topAuthorShareOfAgentCommits": 81.3,
      "adoptionPattern": "individual"
    },
    "mode": {
      "assistedCommits": 16,
      "autonomousCommits": 0,
      "assistedPct": 23.5,
      "autonomousPct": 0
    },
    "agents": [
      {
        "id": "claude-code",
        "label": "Claude Code",
        "vendor": "Anthropic",
        "commits": 15,
        "sharePct": 22.1,
        "samples": [
          {
            "hash": "0ce2b877b22346ac11315425daf47448f73f3283",
            "subject": "Update llama.cpp to b10103 (c588c4f) (#1030)",
            "date": "2026-07-24T22:40:02+01:00"
          },
          {
            "hash": "5838c863cfc2fff01d0680b7f95479a50d81dc6f",
            "subject": "Update llama.cpp to b10083 (846e991) (#1026)",
            "date": "2026-07-22T14:39:13+01:00"
          },
          {
            "hash": "3693f691e9d3955b6da9734689f3c98ed5f28725",
            "subject": "Update llama.cpp to b10052 (b2dd28a) (#1021)",
            "date": "2026-07-20T15:32:54+01:00"
          },
          {
            "hash": "9ff770c7172fa56695f5f8fffdff66fd338b5d5d",
            "subject": "vulkan: clearer message when --gpu vulkan is explicitly unavailable (#1006)",
            "date": "2026-06-29T16:28:32+01:00"
          },
          {
            "hash": "92174c7a7386dc5175e47ecbdc4cca0709905817",
            "subject": "CPU / GPU fixes + harness for upstream ggml's test-backend-ops (#1004)",
            "date": "2026-06-28T20:41:50+01:00"
          }
        ]
      },
      {
        "id": "copilot",
        "label": "GitHub Copilot",
        "vendor": "GitHub",
        "commits": 2,
        "sharePct": 2.9,
        "samples": [
          {
            "hash": "5e9b21948d3cf1de88ece96b08ddc6a4591e80ac",
            "subject": "docs: Add docs for cli args and tools (#1037)",
            "date": "2026-07-31T11:14:55+01:00"
          },
          {
            "hash": "92174c7a7386dc5175e47ecbdc4cca0709905817",
            "subject": "CPU / GPU fixes + harness for upstream ggml's test-backend-ops (#1004)",
            "date": "2026-06-28T20:41:50+01:00"
          }
        ]
      }
    ],
    "timeline": [
      {
        "month": "2026-02",
        "total": 1,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-03",
        "total": 7,
        "agent": 1,
        "agentPct": 14.3
      },
      {
        "month": "2026-04",
        "total": 9,
        "agent": 3,
        "agentPct": 33.3
      },
      {
        "month": "2026-05",
        "total": 13,
        "agent": 3,
        "agentPct": 23.1
      },
      {
        "month": "2026-06",
        "total": 12,
        "agent": 5,
        "agentPct": 41.7
      },
      {
        "month": "2026-07",
        "total": 18,
        "agent": 4,
        "agentPct": 22.2
      },
      {
        "month": "2026-08",
        "total": 1,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-09",
        "total": 7,
        "agent": 0,
        "agentPct": 0
      }
    ],
    "lowActivity": true
  }
}
