Audit chat logs and PROBE reports to reconstruct agent actions and generate verdict reports.
npx skills add https://github.com/smartmarbles/helm --skill audit-chat-log
Please help me install this Agent Skill. Skill: audit-chat-log Source: https://github.com/smartmarbles/helm/tree/main/.github/skills/audit-chat-log Command: npx skills add https://github.com/smartmarbles/helm --skill audit-chat-log
Audit chat logs and PROBE reports to reconstruct agent actions, verify claims, detect behavioral violations, and generate standardized audit reports.
Invoke the audit-chat-log skill with a provided chat log JSON and the corresponding PROBE report to generate a full audit.
High-intent search queries and answers about installing and using this skill.
Auditing chat logs involves reconstructing agent call trees to verify claims and detect behavioral violations like impersonation or approval gate bypass. This skill processes chat log JSON and PROBE reports to generate standardized audit outputs including per-TC verdict tables and violation logs.
A PROBE report truthfulness summary verifies claims by anchoring every verdict to exact log evidence. It assesses report accuracy by reconstructing agent actions from chat transcripts and documenting UNVERIFIABLE entries with full search paths for complete traceability.
Generating per-TC verdict tables and session-level anomaly summaries requires applying audit modes like P1 and P3 to chat logs. This reconstructs agent call trees, tracks violations, and produces standardized reports ensuring every verdict cites exact log evidence.
Yes, this skill detects behavioral violations including memory scope mismatches and approval gate bypasses in LENS workflows. It applies session anomaly detection to chat logs and PROBE reports, producing violation logs and final truthfulness summaries with evidence anchoring.
Documenting UNVERIFIABLE entries requires recording full search paths used during verification. This skill reconstructs agent actions from chat logs and PROBE reports, ensuring unverified claims are documented with complete evidence trails for transparent auditing.
When PROBE reports are missing or incomplete, auditing chat logs may produce UNVERIFIABLE entries. The skill documents these entries with full search paths, but cannot generate complete truthfulness summaries or per-TC verdict tables without sufficient log evidence to anchor every claim.
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