{
  "schemaVersion": "qmmit.observation.v1",
  "datasetVersion": "2026-09-18-v3.0",
  "rulesetVersion": "sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae",
  "scanDate": "2026-09-16",
  "observation": {
    "repo": "espressif/esp-idf",
    "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": "espressif/esp-idf",
      "canonicalRepo": "espressif/esp-idf",
      "canonicalGitHubUrl": "https://github.com/espressif/esp-idf",
      "defaultBranch": "master",
      "headShaAtResolution": "e25d7399e387f78a13903cfcded23ff721b6a449",
      "resolvedAt": "2026-09-16T12:09:27.525Z",
      "redirected": false
    },
    "agentSharePctFloor": 2.3,
    "humanSharePctCeiling": 97.7,
    "totals": {
      "commitsInHistory": 5525,
      "mergeCommitsExcluded": 2096,
      "ciBotCommitsExcluded": 0,
      "commitsConsidered": 3429,
      "agentAttributedCommits": 80,
      "humanAttributedCommits": 3349
    },
    "concentration": {
      "distinctAgentAuthors": 21,
      "topAuthorShareOfAgentCommits": 20,
      "adoptionPattern": "org-wide"
    },
    "mode": {
      "assistedCommits": 80,
      "autonomousCommits": 0,
      "assistedPct": 2.3,
      "autonomousPct": 0
    },
    "agents": [
      {
        "id": "cursor",
        "label": "Cursor Agent",
        "vendor": "Anysphere",
        "commits": 59,
        "sharePct": 1.7,
        "samples": [
          {
            "hash": "25a86c4608a390d98f5a8364f5786b178dc5952c",
            "subject": "feat(tsens): Load ESP32-H4 temperature calibration from eFuse",
            "date": "2026-09-14T19:13:29+08:00"
          },
          {
            "hash": "b63ecdc5a0d502495184a751615658a714d3fa62",
            "subject": "fix(i2s): use GPIO5 as wav_player default DOUT",
            "date": "2026-09-14T09:58:12+08:00"
          },
          {
            "hash": "d648b858bbb2440d0327054371e88bc040bfa324",
            "subject": "feat(tools): adopt esp-pylib for mcp-server logging and ports",
            "date": "2026-09-11T15:20:45+02:00"
          },
          {
            "hash": "3f005c8a4d419956e607491412757fa683de08d1",
            "subject": "feat(tools): mcp-server added monitor-device tool",
            "date": "2026-09-11T15:20:45+02:00"
          },
          {
            "hash": "b72f7a91ce9b4d649c291e9f45af3e58bd03dc9c",
            "subject": "fix(esp32s31): break clk_tree and RCC ABBA deadlock",
            "date": "2026-09-09T14:34:07+08:00"
          }
        ]
      },
      {
        "id": "claude-code",
        "label": "Claude Code",
        "vendor": "Anthropic",
        "commits": 14,
        "sharePct": 0.4,
        "samples": [
          {
            "hash": "db6b31044780124e41a8ad2f1179708a90b6ce3d",
            "subject": "feat(tools): add -j/--jobs option to idf.py",
            "date": "2026-07-22T16:02:52+01:00"
          },
          {
            "hash": "b3a0e166fe3209448b844f7e150b955937754203",
            "subject": "feat: add compile_options support to idf.py build-file",
            "date": "2026-07-21T22:04:41+02:00"
          },
          {
            "hash": "16275df0a180fff8d1de24c956c977fa1737feca",
            "subject": "feat: add idf.py build-file command for standalone C files",
            "date": "2026-07-21T22:04:41+02:00"
          },
          {
            "hash": "4c25d4e9ab31e4224228d210f7f02865a7f0df21",
            "subject": "docs(performance): mention LTO in the optimizing-for-size guide",
            "date": "2026-07-14T19:32:19+02:00"
          },
          {
            "hash": "5e192672a252b60422868bce87023dd82f571eda",
            "subject": "ci(system): add startup test config with LTO enabled",
            "date": "2026-07-14T19:32:19+02:00"
          }
        ]
      },
      {
        "id": "copilot",
        "label": "GitHub Copilot",
        "vendor": "GitHub",
        "commits": 7,
        "sharePct": 0.2,
        "samples": [
          {
            "hash": "e53eb6c1909b64eeabf347ca49a6754b79acb832",
            "subject": "ci(bootloader): fixed multiboot example flakey test-case",
            "date": "2026-05-07T15:28:09+08:00"
          },
          {
            "hash": "54c6851bf13341b8a42d0e98595dbabb3e1f296d",
            "subject": "test: align esp32s31 freertos perf limits",
            "date": "2026-04-08T14:46:25+08:00"
          },
          {
            "hash": "d59a70024b7413ca49a212cd75bdeb320241650b",
            "subject": "docs(examples): fix broken README links found by check_readme_links CI",
            "date": "2026-03-27T10:44:41+08:00"
          },
          {
            "hash": "8e66081ae3f71c413c3aa1f080290224e21207f4",
            "subject": "fix(esp_hw_support): guard CSR_PRV_MODE usage in esp_cpu_get_curr_privilege_level",
            "date": "2026-03-26T16:00:07+08:00"
          },
          {
            "hash": "4ab44312d4733ad9d8648ffa652ce736603b203e",
            "subject": "fix(esp_timer): enable systimer functional clock on ESP32-S31",
            "date": "2026-03-18T11:08:40+08:00"
          }
        ]
      }
    ],
    "timeline": [
      {
        "month": "2026-02",
        "total": 328,
        "agent": 1,
        "agentPct": 0.3
      },
      {
        "month": "2026-03",
        "total": 457,
        "agent": 6,
        "agentPct": 1.3
      },
      {
        "month": "2026-04",
        "total": 482,
        "agent": 2,
        "agentPct": 0.4
      },
      {
        "month": "2026-05",
        "total": 544,
        "agent": 10,
        "agentPct": 1.8
      },
      {
        "month": "2026-06",
        "total": 471,
        "agent": 19,
        "agentPct": 4
      },
      {
        "month": "2026-07",
        "total": 569,
        "agent": 25,
        "agentPct": 4.4
      },
      {
        "month": "2026-08",
        "total": 337,
        "agent": 6,
        "agentPct": 1.8
      },
      {
        "month": "2026-09",
        "total": 241,
        "agent": 11,
        "agentPct": 4.6
      }
    ],
    "lowActivity": false
  }
}