{
  "schemaVersion": "qmmit.observation.v1",
  "datasetVersion": "2026-09-18-v3.0",
  "rulesetVersion": "sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae",
  "scanDate": "2026-09-16",
  "observation": {
    "repo": "jpillora/chisel",
    "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": "jpillora/chisel",
      "canonicalRepo": "jpillora/chisel",
      "canonicalGitHubUrl": "https://github.com/jpillora/chisel",
      "defaultBranch": "master",
      "headShaAtResolution": "3c00f04ca15472cf6e308227ec24c88c8f5d4ab3",
      "resolvedAt": "2026-09-16T12:09:27.525Z",
      "redirected": false
    },
    "agentSharePctFloor": 75,
    "humanSharePctCeiling": 25,
    "totals": {
      "commitsInHistory": 17,
      "mergeCommitsExcluded": 0,
      "ciBotCommitsExcluded": 1,
      "commitsConsidered": 16,
      "agentAttributedCommits": 12,
      "humanAttributedCommits": 4
    },
    "concentration": {
      "distinctAgentAuthors": 2,
      "topAuthorShareOfAgentCommits": 58.3,
      "adoptionPattern": "individual"
    },
    "mode": {
      "assistedCommits": 12,
      "autonomousCommits": 0,
      "assistedPct": 75,
      "autonomousPct": 0
    },
    "agents": [
      {
        "id": "claude-code",
        "label": "Claude Code",
        "vendor": "Anthropic",
        "commits": 7,
        "sharePct": 43.8,
        "samples": [
          {
            "hash": "016edaae00d6761bfe67ce184c5f27e6965a301d",
            "subject": "fix(ci): bump goreleaser to v2.17.0, verify archive integrity (#611)",
            "date": "2026-07-19T00:19:00+10:00"
          },
          {
            "hash": "e588d2163eaad1c55a24089a491a48dd9ca0f890",
            "subject": "1.12: reliability & security pass (#609)",
            "date": "2026-07-18T01:10:50+10:00"
          },
          {
            "hash": "927abde999974eb07f471ccff9ff296d0bf26b38",
            "subject": "Improve SOCKS auth: enforce per-user ACL on socks channels (#591)",
            "date": "2026-06-27T23:02:05+10:00"
          },
          {
            "hash": "b9d12191f6346c0a2ecd359b21a2f5f2c51dbfdd",
            "subject": "Fix race in tunnel waitGroup causing negative counter panic (#586)",
            "date": "2026-05-01T08:14:30+10:00"
          },
          {
            "hash": "44310b65667a97901874ffdf4815b3732c22eaa3",
            "subject": "Enforce auth ACL on tunnel channels",
            "date": "2026-03-09T20:47:37+11:00"
          }
        ]
      },
      {
        "id": "codex",
        "label": "OpenAI Codex",
        "vendor": "OpenAI",
        "commits": 5,
        "sharePct": 31.3,
        "samples": [
          {
            "hash": "3c00f04ca15472cf6e308227ec24c88c8f5d4ab3",
            "subject": "fix(tunnel): restrict reverse UDP return peers",
            "date": "2026-09-01T20:44:13+10:00"
          },
          {
            "hash": "fe4f4fe7e6a849b4aa6d1b8ee47037e16033f42a",
            "subject": "fix(release): preserve all ko image platforms",
            "date": "2026-08-29T22:29:09+10:00"
          },
          {
            "hash": "7333825bf36f6022438a406e1b0913830199efb8",
            "subject": "docs(release): prepare v1.12.0 notes",
            "date": "2026-08-29T22:23:19+10:00"
          },
          {
            "hash": "e0b5ec2514490b3caacfdcaa751305b86cb513fa",
            "subject": "ci(release): publish container images with ko",
            "date": "2026-08-29T22:23:14+10:00"
          },
          {
            "hash": "cea8e53826f49098caaa3f09294f714cf1bb9fb3",
            "subject": "fix(deps): update SSH security dependencies",
            "date": "2026-08-29T22:23:08+10:00"
          }
        ]
      }
    ],
    "timeline": [
      {
        "month": "2026-02",
        "total": 2,
        "agent": 2,
        "agentPct": 100
      },
      {
        "month": "2026-03",
        "total": 1,
        "agent": 1,
        "agentPct": 100
      },
      {
        "month": "2026-05",
        "total": 1,
        "agent": 1,
        "agentPct": 100
      },
      {
        "month": "2026-06",
        "total": 1,
        "agent": 1,
        "agentPct": 100
      },
      {
        "month": "2026-07",
        "total": 2,
        "agent": 2,
        "agentPct": 100
      },
      {
        "month": "2026-08",
        "total": 8,
        "agent": 4,
        "agentPct": 50
      },
      {
        "month": "2026-09",
        "total": 1,
        "agent": 1,
        "agentPct": 100
      }
    ],
    "lowActivity": true
  }
}
