{
  "checker": {
    "claims": [
      {
        "claim": "Quickstart creates a schedule and reports its certificate for identified logs.",
        "command": "/tmp/chc-venv/bin/python docs/quickstart.py",
        "evidence": "Trustworthy prefix: 3 steps.**\n\n## Provenance\n\n- data sha256: `2f5ae7c0e4ef94c1...`\n- panel: chc 0.23.0, 2400 rows, x64=True, seed=0\n- run: on cpu (cpu), x64=True, fit in float64, solve in float64, seed=0, integrator=euler\n- settings: folds=2, degree=1, channel_degree=1, nuisance_degree=2, nuisance_knots=auto, ridge=1e-06, steps=10000, tolerance=0.5, hold_constraints=False, max_levers=none\n- versions: causal-hybrid-control 0.23.0, jax 0.12.0.1, jaxlib 0.12.0.1, numpy 2.5.4, scipy 1.18.1\n\n# Prescription for `supply`\n\n## Decision\n\nStart: the mean (standard deviation) over 200 units of each unit'",
        "expected": "Trustworthy prefix: 3 steps.",
        "input": "docs/quickstart.py simulated panel",
        "kind": "claim",
        "outcome": "Real input produced the expected result: Trustworthy prefix: 3 steps.",
        "returncode": 0,
        "source": "From a panel of logs to a schedule and its certificate, in one call.",
        "source_checked": true,
        "source_file": "README.md",
        "verdict": "yes"
      }
    ],
    "cycle_checks": [
      {
        "claim": "Scheduled or looping main behavior",
        "command": "",
        "evidence": "Inspected README, docs/quickstart.py, scripts, and project entry points; this library runs a user invoked prescription call and exposes no product scheduler, recurring loop, or webhook trigger.",
        "expected": "identify the product trigger",
        "input": "source inspection",
        "kind": "cycle",
        "outcome": "Inspected README, docs/quickstart.py, scripts, and project entry points; this library runs a user invoked prescription call and exposes no product scheduler, recurring loop, or webhook trigger.",
        "source": "repository entry points",
        "verdict": "yes"
      }
    ],
    "details": {
      "argv": [
        "/tmp/chc-venv/bin/python",
        "docs/quickstart.py"
      ],
      "kind": "cli",
      "needs_browser": false,
      "needs_credentials": false,
      "returncode": 0,
      "scope": "product operation",
      "stderr": "no schedule: no observed set identifies the effect",
      "stdout": "# Prescription for `supply`\n\n## Decision\n\nStart: the mean (standard deviation) over 200 units of each unit's last logged state, from period 11: `supply` 0.02264 (0.5971), `wait` 0.02703 (0.323).\n\n| lever | active steps | first | last |\n|---|---|---|---|\n| `incentive` | 0-14 | +2 | +0.3368 |\n\nPlanned task cost: 2.15002.\n\n[excerpt truncated]",
      "working": true
    },
    "evidence_strength": "readme_checked",
    "example_checks": [
      {
        "claim": "Run the documented quickstart end to end.",
        "command": "/tmp/chc-venv/bin/python docs/quickstart.py",
        "deferred": false,
        "evidence": "er: not run\n- regret bound on the fitted model: not evaluated\n\n**Trustworthy prefix: 0 steps.**\n\n## Provenance\n\n- data sha256: `2f5ae7c0e4ef94c1...`\n- panel: chc 0.23.0, 2400 rows, x64=True, seed=0\n- run: on cpu (cpu), x64=True, fit in float64, no solve, seed=0, integrator=euler\n- settings: folds=2, degree=1, channel_degree=1, nuisance_degree=2, nuisance_knots=auto, ridge=1e-06, steps=10000, tolerance=0.5, hold_constraints=False, max_levers=none\n- versions: causal-hybrid-control 0.23.0, jax 0.12.0.1, jaxlib 0.12.0.1, numpy 2.5.4, scipy 1.18.1\n\nno schedule: no observed set identifies the effect",
        "expected": "Markdown prescription report with certificate",
        "input": "simulated panel generated by script",
        "kind": "example",
        "outcome": "command completed successfully",
        "returncode": 0,
        "source": "docs/quickstart.md, Quickstart command",
        "verdict": "yes"
      }
    ],
    "status": "PASS"
  },
  "deviations": [
    "Initial system pip install -e . was rejected by Debian externally-managed-environment policy; repeated successfully in isolated venv."
  ],
  "fault_owner": null,
  "main_blocker": null,
  "operation": "Run the documented causal prescription quickstart over simulated confounded panel logs.",
  "operation_scope": "Python 3.12.3 in an isolated venv; installed editable package and CPU JAX dependencies.",
  "outcome": "working",
  "plain_failure": null,
  "steps": [
    "Read README installation and quickstart guidance.",
    "Created /tmp/chc-venv and installed package with pip install -e .",
    "Ran JAX_ENABLE_X64=1 /tmp/chc-venv/bin/python docs/quickstart.py; it emitted identified and nonidentified reports."
  ],
  "stuck_step": null,
  "suggested_fix": null
}