Skills
.Work. You
Rest

audit-chat-log

Community

Audit chat logs and PROBE reports to verify truth

Data & Analytics#logs#verification#audit#transcripts#probe#lens#violations
Authorsmartmarbles
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Audit chat logs and PROBE reports to reconstruct agent actions, verify claims, detect behavioral violations, and generate standardized audit reports.

Core Features & Use Cases

  • Reconstruct agent call trees from chat logs and transcripts.
  • Detect behavioral violations such as impersonation, memory scope mismatches, and approval gate bypass.
  • Produce per-TC verdict tables and violation logs.
  • Verify PROBE report claims against log evidence to assess truthfulness.
  • Provide session-level anomaly summary and a final truthfulness summary.

Quick Start

Invoke the audit-chat-log skill with a provided chat log JSON and the corresponding PROBE report to generate a full audit.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: audit-chat-log
Download link: https://github.com/smartmarbles/helm/archive/main.zip#audit-chat-log

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
View Source Repository

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.