{
  "checker": {
    "claims": [
      {
        "claim": "Converts agent session JSONL to clean LTF v1.0 markdown and redacts emails and private IP addresses.",
        "command": "python3 ltf/ltf_converter.py <guest-path> --out <guest-path>",
        "evidence": "[REDACTED-EMAIL]\"\ncreated: \"sample\"\nupdated: \"sample\"\nplatform: \"hermes-agent\"\nlanguage: \"zh-TW\"\nproject: \"Personal\"\nproject_id: \"personal\"\nkind: \"conversation\"\nstatus: \"archived\"\nsource: \"export\"\nvisibility: \"private\"\nx_session_id: \"sample\"\ntags: [\"general\"]\nx_tool_calls: 0\nx_tool_definitions: 0\n---\n## Conversation\n\n**Human:**\nhello [REDACTED-EMAIL]\n\n",
        "expected": "LTF markdown containing redaction markers",
        "input": "user session with email and private IP",
        "kind": "claim",
        "outcome": "Real input produced the expected result: [REDACTED-EMAIL]",
        "returncode": 0,
        "source": "- **Converts** agent session JSONL to clean LTF v1.0 markdown (redacts secrets and incidental private IPs, MACs, and emails; elides inline base64 images; summarizes tool output per LTF spec \u00a75.2)",
        "source_checked": true,
        "source_file": "README.md",
        "verdict": "yes"
      }
    ],
    "cycle_checks": [
      {
        "claim": "Scheduled or looping main behavior",
        "command": "",
        "evidence": "The repository provides a cron template that schedules scripts/backup.sh; it has no product scheduler. Backup requires a configured GBrain CLI, backup Git repository, and push credentials.",
        "expected": "identify the product trigger",
        "input": "source inspection",
        "kind": "cycle",
        "outcome": "The repository provides a cron template that schedules scripts/backup.sh; it has no product scheduler. Backup requires a configured GBrain CLI, backup Git repository, and push credentials.",
        "source": "repository entry points",
        "verdict": "yes"
      }
    ],
    "details": {
      "argv": [
        "python3",
        "ltf/ltf_converter.py",
        "<guest-path>",
        "--out",
        "<guest-path>"
      ],
      "expected_file": "<guest-path>",
      "file_checked": true,
      "file_excerpt": "[REDACTED-IP]\"\ncreated: \"sample\"\nupdated: \"sample\"\nplatform: \"hermes-agent\"\nlanguage: \"zh-TW\"\nproject: \"Personal\"\nproject_id: \"personal\"\nkind: \"conversation\"\nstatus: \"archived\"\nsource: \"export\"\nvisibility: \"private\"\nx_session_id: \"sample\"\ntags: [\"general\"]\nx_tool_calls: 0\nx_tool_definitions: 0\n---\n## Conversation\n\n**Human:**\nhello from [REDACTED-IP]\n\n",
      "kind": "cli",
      "needs_browser": false,
      "needs_credentials": false,
      "returncode": 0,
      "scope": "product operation",
      "stderr": "",
      "stdout": "written=1 skipped_unchanged=0 skipped_empty=0 blocked=0 stale_removed=0",
      "working": true
    },
    "evidence_strength": "readme_checked",
    "example_checks": [
      {
        "claim": "Convert session JSONL to LTF markdown",
        "command": "python3 ltf/ltf_converter.py <guest-path> --out <guest-path>",
        "deferred": false,
        "evidence": "written=1 skipped_unchanged=0 skipped_empty=0 blocked=0 stale_removed=0",
        "expected": "LTF markdown output",
        "input": "sample session JSONL",
        "kind": "example",
        "outcome": "command completed successfully",
        "returncode": 0,
        "source": "README.md \u2014 Adapters; ltf/ltf_converter.py CLI",
        "verdict": "yes"
      }
    ],
    "status": "PASS"
  },
  "deviations": [
    "Installed python3-pip because the guest initially had no pip; installed pytest as documented."
  ],
  "fault_owner": null,
  "main_blocker": null,
  "operation": "Convert agent session JSONL into LTF markdown with privacy redaction",
  "operation_scope": "README converter; Python 3.10+ standard library; pytest installed for documented checks",
  "outcome": "working",
  "plain_failure": null,
  "steps": [
    "Checked Python 3.12.3 meets README requirement",
    "Installed README development prerequisite with python3 -m pip install -r requirements-dev.txt",
    "Ran python3 ltf/ltf_converter.py on a session containing an email and private IP",
    "Ran python3 -m pytest: 27 passed",
    "Ran shellcheck scripts/backup.sh scripts/restore.sh",
    "Validated and replayed .coldpass evidence successfully"
  ],
  "stuck_step": null,
  "suggested_fix": null
}