{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "r1c7-cluxmate--audit-an-agent-session-from-its-log",
 "repo": "r1c7/CluxMate",
 "repo_url": "https://github.com/r1c7/CluxMate",
 "repo_slug": "r1c7-cluxmate",
 "title": "Audit an agent's claims against its session log",
 "page_title": "How to audit an agent's claims against its session log with Clux Mate",
 "summary": "Check whether an agent's 'done' matches the tool calls that actually ran.",
 "who": "A reviewer or team lead who needs to confirm that an agent's summary of its work is backed by real tool calls and file changes.",
 "problem": "An agent's final message describes what it believes happened, which may not match the commands and writes that actually ran.",
 "outcome": "You can locate the completion audit outcome in the turn's log entry and confirm the claims against the filesystem.",
 "steps": [
  "Run a task in the TUI with `cluxmate`, or in one shot with `cluxmate -p \"<prompt>\"`. (inferred, check the README)",
  "Open the session's append-only `.jsonl` event log.",
  "Find the `turn/end` event for the turn and read its `reason.completion_audit` field.",
  "For each claim that files changed, check the filesystem and the `git diff` yourself. (inferred, check the README)"
 ],
 "agent_prompt": "Use the CluxMate repo (r1c7/CluxMate) to run the task <task> and then inspect its session .jsonl log. Expected output: the turn/end entry with completion_audit and a list of claims checked. Verify that every claimed file change appears in git diff.",
 "agents": [
  "any"
 ],
 "difficulty": "Advanced",
 "time": "1 hour",
 "basis": "readme",
 "caveat": "The README excerpt describes the log events but not where session files are stored, so locate the session directory from the full README or the app before starting.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "python",
 "requirements": [
  "A CluxMate install (install steps are not in the README excerpt provided, so follow the README's install section)",
  "An OpenAI-compatible API endpoint, its base_url, and an API key",
  "A git repository for the project you want the agent to work on"
 ],
 "risk": "sensitive",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.8,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/r1c7-cluxmate/audit-an-agent-session-from-its-log/",
 "md": "https://dedupedai.com/use-cases/r1c7-cluxmate/audit-an-agent-session-from-its-log/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/r1c7-cluxmate--audit-an-agent-session-from-its-log.json",
 "api_version": "v1"
}