session-audit

Analyze Claude session logs with blind experts to detect behavioral and compliance patterns.

Updated Apr 20, 2026
One-click install
npx skills add https://github.com/hjung3113/vocpage --skill session-audit-hjung3113
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: session-audit
Source: https://github.com/hjung3113/vocpage/tree/main/.claude/skills/session-audit
Command: npx skills add https://github.com/hjung3113/vocpage --skill session-audit-hjung3113

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill enables detailed analysis of Claude session logs by engaging multiple blind experts to identify behavior and rule violation patterns, helping improve process safety and quality.

Core Features & Use Cases

  • Pattern Detection: Analyzes session data with four blind experts to detect recurring behaviors, costs, and violations.
  • Session Management: Allows re-analysis of sessions to maintain data integrity and review historical patterns.
  • Use Case: After completing a session, run this Skill to identify potential improvements or rule violations in a controlled, audit trail, aiding in iterative model tuning or safety assessments.

Quick Start

Use the session-audit skill to analyze the most recent session by typing /session-audit or specify a session ID for targeted review.

Frequently Asked Questions about session-audit

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze Claude session logs for AI safety compliance?

To analyze Claude session logs for AI safety compliance, you can use multiple blind experts to detect behavioral patterns and rule violations. This process supports safety audits by identifying recurring behaviors and compliance issues within your session data.

What is the best way to audit AI session patterns for rule violations?

Auditing AI session patterns for rule violations is best handled by engaging multiple blind experts to review session data. This approach detects recurring behaviors, costs, and violations while maintaining data integrity through delta updates and version control.

Can I re-analyze historical session logs to maintain data integrity?

Yes, you can re-analyze historical session logs to maintain data integrity. The session management feature allows targeted reviews of specific sessions using a session ID, ensuring historical patterns are preserved and data consistency is tracked through delta updates.

Do I need a Python environment to run session log analysis?

Yes, you need a Python environment with relevant scripts installed to run session log analysis. This setup is required to execute the expert analysis scripts that detect behavioral and compliance patterns in your Claude session data.

When should I run a session audit in my AI development workflow?

You should run a session audit after completing a Claude session to identify potential improvements or rule violations. This aids in iterative model tuning, quality control, and ongoing safety assessments within your AI development workflow.