{
  "checker": {
    "details": {
      "argv": [
        "/tmp/agentl-venv/bin/agentl",
        "run",
        "examples/quickstart.yaml"
      ],
      "kind": "cli",
      "needs_browser": false,
      "needs_credentials": false,
      "returncode": 0,
      "scope": "product operation",
      "stderr": "",
      "stdout": "run.started {\"steps\": 5}\nstep.started [invoices] {\"kind\": \"use\"}\nstep.started [customers] {\"kind\": \"use\"}\nstep.succeeded [invoices] {\"records\": 3, \"seconds\": 0.033}\nstep.succeeded [customers] {\"records\": 2, \"seconds\": 0.047}\nstep.started [matched] {\"kind\": \"use\"}\nstep.succeeded [matched] {\"records\": 3, \"seconds\": 0.023}\nstep.started [classify] {\"kind\": \"agent\"}\nstep.succeeded [classify] {\"records\": 3, \"seconds\": 0.104, \"input_tokens\": 0, \"output_tokens\": 0, \"cache_read_tokens\": 0, \"llm_calls\": 3, \"tool_calls\": 0, \"cost_usd\": 0.0, \"model\": \"claude-opus-5-5\", \"cache_hits\": 0, \"models\": {\"claude-opus-5-5\": {\"llm_calls\": 3, \"input_tokens\": 0, \"output_tokens\": 0, \"cost_usd\": 0.0}}, \"answered_by\": {\"default\": 3}}\nstep.started [save] {\"kind\": \"use\"}\nstep.succeeded [save] {\"records\": 3, \"written\": 3, \"seconds\": 0.022}\nrun.succeeded {\"outcome\": \"success\", \"seconds\": 0.473, \"input_tokens\": 0, \"output_tokens\": 0, \"cost_usd\": 0.0, \"rejected\": 0}",
      "working": true
    },
    "status": "PASS"
  },
  "deviations": [
    "README 'pip install agentl-etl' failed because python3 -m venv lacked ensurepip; ran 'sudo apt-get install python3.12-venv' then created venv at /tmp/agentl-venv and installed there.",
    "Installed from PyPI (agentl-etl 0.12.0) rather than the pinned checkout source, since README documents the PyPI install; the checkout's own version is beta 0.10 per README badge text."
  ],
  "main_blocker": null,
  "operation": "agentl run examples/quickstart.yaml (offline echo provider): CSV + JSON read, join, agent classify over 3 records, json.write to out/invoices.json",
  "operation_scope": "Offline echo LLM provider; no Anthropic API key needed or used. Real-model classification not exercised. Full unit/lint suites not run per task instructions.",
  "outcome": "working",
  "steps": [
    "pip install agentl-etl into /tmp/agentl-venv (venv needed sudo apt install python3.12-venv first)",
    "/tmp/agentl-venv/bin/agentl --version -> agentl 0.12.0",
    "agentl run examples/quickstart.yaml -> run.succeeded, rc=0, 3 records written"
  ],
  "stuck_step": null,
  "suggested_fix": null
}