{
  "schemaVersion": 2,
  "snapshotDate": "2026-11-02",
  "sourceCommit": "5b75f3ca81d6e65031771002bfe6ab2381ec2ebe",
  "productUrl": "https://apps.apple.com/us/app/triviapot/id6783994272",
  "sourceAccess": "The source repository and retained session records are private. This export contains aggregates and paraphrased examples, with no source code or transcripts.",
  "learningRetrieval": {
    "archive": "A only",
    "cohortPRs": 302,
    "parentSessions": 299,
    "successfulReadOperations": 2219,
    "distinctDocumentPaths": 502,
    "parentSessionsWithSuccessfulReads": 192,
    "definition": "Explicit reads of learning files with corresponding successful tool results, including subagents attached to the cohort parent sessions. Repeated reads count separately; paths are normalized before deduplication.",
    "limitations": "Retrieval is not application. The second archive has a broader read definition and lacks the per-read paths and outcomes needed to combine it with these counts. The learning-reuse example establishes application separately."
  },
  "repository": {
    "pullRequests": 2353,
    "merged": 2298,
    "closedUnmerged": 55,
    "issues": 2665,
    "issuesClosed": 2497,
    "issuesOpen": 168,
    "issuesCompleted": 2283,
    "issuesNotPlanned": 214,
    "peakOpenPRs": 18,
    "peakOpenPRsAt": "2026-06-03T18:17:29Z",
    "peakOpenIssues": 802,
    "peakOpenIssuesAt": "2026-06-01T06:41:33Z",
    "launchWindow": {
      "start": "2026-04-01",
      "endInclusive": "2026-09-03",
      "createdPRs": 2117,
      "mergedPRs": 2074
    },
    "scope": "Complete repository history, including work before May 2026 and the owner-confirmed fully autonomous prototype period from May onward. Counts are PR records, not run counts.",
    "issueClosureDefinition": "Current closed state, distinguishing completed from not planned. The chart reconstructs creation, close and reopen events, including 12 reopened issues.",
    "testInventory": {
      "preApril": {
        "date": "2026-03-31",
        "files": 209
      },
      "launch": {
        "date": "2026-09-03",
        "files": 1598
      },
      "current": {
        "date": "2026-11-01",
        "files": 1607
      }
    },
    "learningDocumentsAtSnapshot": 653
  },
  "coverage": {
    "issuesReceived": 2665,
    "issuesExpected": 2665,
    "pullRequestsReceived": 2353,
    "pullRequestsExpected": 2353,
    "truncatedConnections": 0,
    "connections": "The November 1 full census paginated issue comments, PR reviews and review threads, general comments and closing-issue links. A November 2 metadata refresh added the final PR to the output counts; no new session, review or diff metrics were inferred from that metadata.",
    "historicalTestResults": "The examples distinguish committed tests from historical reports of their execution. This census did not rerun the product test suites.",
    "outputCountRefreshAt": "2026-11-02T03:45:05.772788+00:00",
    "detailedReviewAndDiffSnapshotDate": "2026-11-01"
  },
  "unavailable": [
    "A complete prototype attempt ledger across every host and date",
    "Reliable prototype costs or a causal estimate of human time saved",
    "Continuous execution duration or simultaneous agent execution",
    "Proof that every retrieved learning was applied or every resolved review thread was fixed"
  ],
  "inventorySourceCommit": "a43e9267b56c07c490a509be92aad74890ab77c7",
  "prototypePeriod": {
    "startInclusive": "2026-05-01T00:00:00Z",
    "endInclusive": "2026-11-02T00:21:01Z",
    "timezone": "UTC",
    "createdPRs": 2117,
    "mergedPRs": 2076,
    "createdPRsMerged": 2074,
    "createdPRsClosedUnmerged": 43,
    "createdPRsOpen": 0,
    "mergedPRsCreatedBeforePeriod": 2,
    "firstCreatedAt": "2026-05-01T18:34:06Z",
    "firstMergedAt": "2026-05-01T17:33:32Z",
    "lastCreatedAt": "2026-11-02T00:08:12Z",
    "lastMergedAt": "2026-11-02T00:21:01Z",
    "dateConvention": "Count PR creation and merge events separately at or after May 1, 2026 00:00:00 UTC, through the last recorded PR event. Merge totals include two PRs opened before May.",
    "attribution": "Tim Layton, the founder and operator, confirms that all TriviaPot development from May 2026 onward was performed fully autonomously by the Descant research prototype. GitHub supplies the event counts; retained session records independently trace a subset.",
    "scope": "Full owner-confirmed autonomous prototype period, including later September and November work. PR counts are output records, not runs or continuous execution duration."
  },
  "retainedSessionCohort": {
    "pullRequests": 358,
    "parentSessions": 352,
    "merged": 354,
    "closedUnmerged": 4,
    "firstCreatedAt": "2026-06-10T23:35:46Z",
    "lastCreatedAt": "2026-08-28T01:30:28Z",
    "lastMergedAt": "2026-08-28T03:54:31Z",
    "attribution": "A successful PR-creation tool result identifies the exact product repository and PR. The retained parent session explicitly invokes the prototype development workflow. The second archive also requires a preceding stage from that workflow. Records are deduplicated by repository/PR, parent-session identity and creation-call identity.",
    "sources": [
      {
        "archive": "A",
        "pullRequests": 302,
        "parentSessions": 299,
        "evidence": "Direct retained session records"
      },
      {
        "archive": "B",
        "pullRequests": 56,
        "parentSessions": 53,
        "evidence": "Derived session metadata joined to repository records"
      }
    ],
    "mergedDiffsMapped": 354,
    "mergedPRsChangingTests": 300,
    "distinctTestPathsChanged": 590,
    "mergedPRsChangingLearnings": 32,
    "distinctLearningPathsChanged": 36,
    "testDefinition": "A changed source path ending in .test or .spec followed by a ts, tsx, js, jsx, mjs or cjs extension. Counts measure file changes, not tests added, run or passed.",
    "learningChangeDefinition": "A changed Markdown document in the repository learning directory. File changes do not by themselves establish retrieval or application.",
    "prsWithVisibleReviewThreads": 119,
    "visibleReviewThreads": 590,
    "reviewRecords": 537,
    "generalPRComments": 1060,
    "reviewDefinition": "Visible repository records only. Thread counts are not unique defects, review rounds or verified fixes; internal session reviews may not produce a public review thread.",
    "peakOpenPRs": 7,
    "peakOpenPRsAt": "2026-06-19T03:53:04Z",
    "closedUnmergedContext": "All four closed-unmerged PRs have closure comments describing duplicate, overlapping or superseded work.",
    "limitations": "This is a retained-session subset of the full autonomous prototype output, not the total prototype output or a complete ledger of attempts. Its merge proportion is not a run success rate. Open PR overlap is not simultaneous agent execution."
  }
}