{
  "schemaVersion": "qmmit.observation.v1",
  "datasetVersion": "2026-09-18-v3.0",
  "rulesetVersion": "sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae",
  "scanDate": "2026-09-16",
  "observation": {
    "repo": "ml-explore/mlx",
    "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": "ml-explore/mlx",
      "canonicalRepo": "ml-explore/mlx",
      "canonicalGitHubUrl": "https://github.com/ml-explore/mlx",
      "defaultBranch": "main",
      "headShaAtResolution": "7241f12e631440387a2156ec1018d1c9fe8e56b9",
      "resolvedAt": "2026-09-16T12:09:27.525Z",
      "redirected": false
    },
    "agentSharePctFloor": 1.3,
    "humanSharePctCeiling": 98.7,
    "totals": {
      "commitsInHistory": 636,
      "mergeCommitsExcluded": 0,
      "ciBotCommitsExcluded": 4,
      "commitsConsidered": 632,
      "agentAttributedCommits": 8,
      "humanAttributedCommits": 624
    },
    "concentration": {
      "distinctAgentAuthors": 6,
      "topAuthorShareOfAgentCommits": 37.5,
      "adoptionPattern": "team"
    },
    "mode": {
      "assistedCommits": 8,
      "autonomousCommits": 0,
      "assistedPct": 1.3,
      "autonomousPct": 0
    },
    "agents": [
      {
        "id": "claude-code",
        "label": "Claude Code",
        "vendor": "Anthropic",
        "commits": 8,
        "sharePct": 1.3,
        "samples": [
          {
            "hash": "2ddcb6f7232d051797928a3000ed76d1d3f1d717",
            "subject": "docs: Writing a Fast KV Cache (#4019)",
            "date": "2026-08-12T09:45:17+09:00"
          },
          {
            "hash": "fb0818fc3b38c7ddf6d59e9b7175e5fe2570143c",
            "subject": "docs: document softmax's `precise` argument (#4178)",
            "date": "2026-08-12T08:27:40+09:00"
          },
          {
            "hash": "f59b34dca3b28336c1ed5d1d8a2e6413e80a8dbb",
            "subject": "Check threadgroup size in the 1-pass sdpa_vector dispatch (#4018)",
            "date": "2026-08-06T12:48:32+09:00"
          },
          {
            "hash": "0b5e91f7949ef34ef15596f54d51787ab70d4d5f",
            "subject": "docs: document the reduced-precision float32 default and MLX_ENABLE_TF32 (#3894)",
            "date": "2026-08-04T15:16:13+09:00"
          },
          {
            "hash": "b5404c99d5125f7e36126966de7fec4603d59418",
            "subject": "Fix compiled kernel correctness for negative-strided inputs (#3720)",
            "date": "2026-07-07T15:52:51+09:00"
          }
        ]
      }
    ],
    "timeline": [
      {
        "month": "2026-02",
        "total": 41,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-03",
        "total": 65,
        "agent": 2,
        "agentPct": 3.1
      },
      {
        "month": "2026-04",
        "total": 46,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-05",
        "total": 40,
        "agent": 1,
        "agentPct": 2.5
      },
      {
        "month": "2026-06",
        "total": 81,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-07",
        "total": 46,
        "agent": 1,
        "agentPct": 2.2
      },
      {
        "month": "2026-08",
        "total": 277,
        "agent": 4,
        "agentPct": 1.4
      },
      {
        "month": "2026-09",
        "total": 36,
        "agent": 0,
        "agentPct": 0
      }
    ],
    "lowActivity": false
  }
}
