{
  "schemaVersion": "qmmit.observation.v1",
  "datasetVersion": "2026-09-18-v3.0",
  "rulesetVersion": "sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae",
  "scanDate": "2026-09-16",
  "observation": {
    "repo": "microsoft/agent-lightning",
    "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": "microsoft/agent-lightning",
      "canonicalRepo": "microsoft/agent-lightning",
      "canonicalGitHubUrl": "https://github.com/microsoft/agent-lightning",
      "defaultBranch": "main",
      "headShaAtResolution": "736dc6ab6867c3a720942c43c3d8d39bff299a9a",
      "resolvedAt": "2026-09-16T12:09:27.525Z",
      "redirected": false
    },
    "agentSharePctFloor": 3.5,
    "humanSharePctCeiling": 96.5,
    "totals": {
      "commitsInHistory": 411,
      "mergeCommitsExcluded": 15,
      "ciBotCommitsExcluded": 0,
      "commitsConsidered": 396,
      "agentAttributedCommits": 14,
      "humanAttributedCommits": 382
    },
    "concentration": {
      "distinctAgentAuthors": 8,
      "topAuthorShareOfAgentCommits": 35.7,
      "adoptionPattern": "team"
    },
    "mode": {
      "assistedCommits": 14,
      "autonomousCommits": 0,
      "assistedPct": 3.5,
      "autonomousPct": 0
    },
    "agents": [
      {
        "id": "claude-code",
        "label": "Claude Code",
        "vendor": "Anthropic",
        "commits": 9,
        "sharePct": 2.3,
        "samples": [
          {
            "hash": "1a2ef8a592cfff0f1baf746d5972196a14337012",
            "subject": "fix(verl): make request aborts take effect on vLLM < 0.9 (pooling_output compat shim) (#590)",
            "date": "2026-09-14T12:44:23+08:00"
          },
          {
            "hash": "65df6ab599eca54a396953067a285d4279b71802",
            "subject": "Rewrite the skills README around how the skill works (#552)",
            "date": "2026-08-24T16:50:57+08:00"
          },
          {
            "hash": "c632d8dd804103bd421c65208bc501952689039f",
            "subject": "Restore Python lint checks and extend them to the verl subtree (#553)",
            "date": "2026-08-22T10:08:06+08:00"
          },
          {
            "hash": "07c4ce894d7de01469fba1425e43de9225c55446",
            "subject": "Correct the release skill's tag-trigger model and commands (#550)",
            "date": "2026-08-21T20:30:00+08:00"
          },
          {
            "hash": "4123f0c3bfb9ca48daaae8f8465200b57ac87035",
            "subject": "Validate every skill, including .agents/skills, in CI (#551)",
            "date": "2026-08-21T16:58:38+08:00"
          }
        ]
      },
      {
        "id": "copilot",
        "label": "GitHub Copilot",
        "vendor": "GitHub",
        "commits": 7,
        "sharePct": 1.8,
        "samples": [
          {
            "hash": "5518551e293052ae9450233b181d4d3b262f91a7",
            "subject": "Clarify stable docs release verification (#563)",
            "date": "2026-08-27T17:29:24+08:00"
          },
          {
            "hash": "4a610aee277fc9e2feab00fcb783dc52c10a4e26",
            "subject": "feat(async_swe_smith): online GRPO training example for SWE-smith (#34)",
            "date": "2026-07-16T16:28:53+08:00"
          },
          {
            "hash": "9fcb436b1a10246f234c941146ec5081bb5511f3",
            "subject": "Update Search-R1 Llama 3 defaults (#32)",
            "date": "2026-06-05T11:48:04+08:00"
          },
          {
            "hash": "ee707b662617d52fc46be2a04d2a716a3eb0a521",
            "subject": "feat: add search_r1 example (#30)",
            "date": "2026-06-04T11:49:48+08:00"
          },
          {
            "hash": "eca8429228ffbfa46bc55b661a303a420dc200bb",
            "subject": "fix(async_rollout): reset vLLM engine state on val→train boundary",
            "date": "2026-05-27T08:40:24+00:00"
          }
        ]
      }
    ],
    "timeline": [
      {
        "month": "2026-02",
        "total": 5,
        "agent": 1,
        "agentPct": 20
      },
      {
        "month": "2026-03",
        "total": 219,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-04",
        "total": 98,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-05",
        "total": 15,
        "agent": 3,
        "agentPct": 20
      },
      {
        "month": "2026-06",
        "total": 15,
        "agent": 3,
        "agentPct": 20
      },
      {
        "month": "2026-07",
        "total": 5,
        "agent": 1,
        "agentPct": 20
      },
      {
        "month": "2026-08",
        "total": 30,
        "agent": 5,
        "agentPct": 16.7
      },
      {
        "month": "2026-09",
        "total": 9,
        "agent": 1,
        "agentPct": 11.1
      }
    ],
    "lowActivity": false
  }
}