{
  "schema_version": 1,
  "observed_at": "2026-09-10T05:05:47.657331+00:00",
  "scope": "Builder release engineering and offline checks; not course completion or realized financial ROI.",
  "measurements": {
    "bundled_skills": 28,
    "workflow_skills": 17,
    "native_skills": 11,
    "population_families": 11,
    "checkpoint_fields": 8,
    "installer_regression_checks": 94,
    "coverage_regression_checks": 50,
    "repeat_release_fetches": 0,
    "repeat_skill_copies": 0,
    "test_model_calls": 0,
    "test_factory_calls": 0
  },
  "sources": [
    {
      "path": "test_local_builder.py",
      "sha256": "bd81aa98153bdf0013cc17ce3975c99145833fdf571bfeeb87b4290f515a66e9",
      "url": "https://github.com/InceptTrilogy/ap-four-course-dashboard/blob/main/test_local_builder.py"
    },
    {
      "path": "test_coverage.py",
      "sha256": "8f123ccb2023626a3a72a805fde8e771332ce574c18aa24b6e18ff982c11ef93",
      "url": "https://github.com/InceptTrilogy/ap-four-course-dashboard/blob/main/test_coverage.py"
    },
    {
      "path": "course-runbook/manifest.json",
      "sha256": "f9ac7505927e74388afd5a8974415bc067cd29ef06175824171f890b7ff0b06d",
      "url": "https://github.com/InceptTrilogy/ap-four-course-dashboard/blob/main/course-runbook/manifest.json"
    },
    {
      "path": "course-runbook/factory/skills.json",
      "sha256": "4fa78cb0e42b9322f2b23c21e3018c18ef3915afba5cf6e5f08a09d2bc19c436",
      "url": "https://github.com/InceptTrilogy/ap-four-course-dashboard/blob/main/course-runbook/factory/skills.json"
    },
    {
      "path": "course-runbook/factory/native-manifest.json",
      "sha256": "eaef3fe0e8d3b8c0c195bf7adeb2396cdef7ac90e678c9f052deb2021e6c1738",
      "url": "https://github.com/InceptTrilogy/ap-four-course-dashboard/blob/main/course-runbook/factory/native-manifest.json"
    }
  ],
  "measurement_basis": "Offline installer tests on temporary macOS workspaces; full native distribution hashes; coverage/report fixtures. Reuse checks keep workspace/settings/custom skills and require no repeated release fetch or skill copy. Native services, authentication on a new account and human release decisions are separate.",
  "financial_method": "No appraised asset value, realized ROI or measured hours saved is claimed. Scenario values come only from user-entered assumptions."
}