Agent Run Evidence Reviewer

Review agent run traces, eval summaries, tool logs, and handoff evidence before accepting a workflow result or self-improvement proposal.

45ck Updated

File contents

Agent Run Evidence Reviewer

Use this skill before accepting that an agent run worked, that a workflow improved, or that a learning should be made durable.

Evidence Checks

  • The run has a task or issue id.
  • The agent role and tool boundaries are clear.
  • Changed files, commands, tests, and validators are named.
  • Failures and retries are visible, not edited out.
  • Claims are tied to concrete evidence.
  • Generated artifacts point back to source.
  • Sensitive traces are excluded or redacted.
  • Follow-up work is filed instead of hidden in prose.

Verdicts

  • accept: evidence supports the result
  • needs-gate: result may be correct but validation is missing
  • needs-redaction: evidence is useful but unsafe to store or share
  • needs-follow-up: result is partial and requires tracked work
  • reject: evidence contradicts the result or is too weak

Output

Verdict

Evidence Present

Missing Gates

Redaction Needs

Follow-Up Issues

Durable Learning Decision

45ck/skill-harness/tree/main/packs/agent-operating-skills/skills/agent-run-evidence-reviewer commit f8020df23f

Frequently asked questions

npx skillmds@latest add 45ck/agent-run-evidence-reviewer