{
 "schema_version": 1,
 "generated": "2026-10-23",
 "id": "qkal-canny--audit-agent-session-after-the-fact",
 "repo": "qkal/Canny",
 "repo_url": "https://github.com/qkal/Canny",
 "repo_slug": "qkal-canny",
 "title": "Review what an agent actually did in a session",
 "page_title": "How to review what an agent actually did in a session with Canny",
 "summary": "Reads the ledger and re-derives every Stop verdict from the recorded facts.",
 "who": "A reviewer or team lead who needs to check an agent's claims on a finished task before merging its output.",
 "problem": "After an agent reports done, there is no record of which commands it ran or whether the checks passed.",
 "outcome": "A list of recorded events with exit codes and verdicts, plus confirmation that each Stop verdict replays to the same result.",
 "steps": [
  "Install Canny and run `node ~/.canny/src/dist/cli.js init` in the project.",
  "Complete an agent session on the task you want to review.",
  "Run `node ~/.canny/src/dist/cli.js status` to list recorded sessions and their events.",
  "Run `node ~/.canny/src/dist/cli.js replay` on the session to re-derive every Stop verdict and report any mismatch. (inferred, check the README)"
 ],
 "agent_prompt": "Using the Canny repository at https://github.com/qkal/canny installed in ~/.canny/src, run `node ~/.canny/src/dist/cli.js status` and then `node ~/.canny/src/dist/cli.js replay` for the most recent session in <project-path>, and report each Stop verdict and whether any mismatch was found.",
 "agents": [
  "claude-code",
  "codex"
 ],
 "difficulty": "Intermediate",
 "time": "30 minutes",
 "basis": "readme",
 "caveat": "The ledger stores only paths and outcomes, not file contents, so the review shows what happened but not the full text of every edit.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "typescript",
 "requirements": [
  "git installed",
  "Node.js 22 or newer",
  "Claude Code or Codex CLI installed in the project",
  "A terminal to run the install commands",
  "Repository is not on npm, so install is a git clone"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.8,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/qkal-canny/audit-agent-session-after-the-fact/",
 "md": "https://dedupedai.com/use-cases/qkal-canny/audit-agent-session-after-the-fact/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/qkal-canny--audit-agent-session-after-the-fact.json",
 "api_version": "v1"
}