{
  "title": "Multi-Agent Code Review Panel | Build and verify",
  "recordedAt": "2026-09-28T19:23:02Z",
  "records": [
    {
      "command": [
        "python3.12",
        "scripts/project_test.py",
        "multi-agent-code-review-panel",
        "--init",
        "/var/folders/sm/xdl0smbd691_f1nqt5d5r5vm0000gn/T/project-demo-learner-08ahx07f"
      ],
      "cwd": "/private/tmp/aiefs-projects",
      "exitCode": 0,
      "output": "workspace  /private/var/folders/sm/xdl0smbd691_f1nqt5d5r5vm0000gn/T/project-demo-learner-08ahx07f\n  created  cli.ts\n  created  main.ts\n  created  package.json\n  created  samples/pr-snapshot.json\n  created  samples/review.json\n  created  stage-1.md\n  created  stage-2.md\n  created  stage-3.md\n  created  stage-4.md\nnext: python3 scripts/project_test.py multi-agent-code-review-panel --stage 1 --path /private/var/folders/sm/xdl0smbd691_f1nqt5d5r5vm0000gn/T/project-demo-learner-08ahx07f\n",
      "durationMs": 52
    },
    {
      "command": [
        "python3.12",
        "scripts/project_test.py",
        "multi-agent-code-review-panel",
        "--stage",
        "1",
        "--path",
        "/var/folders/sm/xdl0smbd691_f1nqt5d5r5vm0000gn/T/project-demo-learner-08ahx07f"
      ],
      "cwd": "/private/tmp/aiefs-projects",
      "exitCode": 1,
      "output": "Multi-Agent Code Review Panel: grading learner\n  FAIL stage 1: Validate reviewer evidence (6 tests)\n       tests failed; rerun with --verbose\n",
      "durationMs": 278
    },
    {
      "command": [
        "python3.12",
        "scripts/project_test.py",
        "multi-agent-code-review-panel",
        "--all",
        "--solution",
        "--strict"
      ],
      "cwd": "/private/tmp/aiefs-projects",
      "exitCode": 0,
      "output": "Multi-Agent Code Review Panel: grading solution\n  PASS stage 1: Validate reviewer evidence (6 tests)\n  PASS stage 2: Aggregate independent support (6 tests)\n  PASS stage 3: Reserve costs and enforce deadlines (7 tests)\n  PASS stage 4: Measure panel precision and recall (11 tests)\n",
      "durationMs": 1574
    }
  ]
}