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Dev10x-skill-audit

Analyze session transcripts to audit skill invocations and compliance.

Updated Aug 23, 2026
Search Tags:#transcript#audit#compliance#session#skill#claude-code
One-click install
npx skills add https://github.com/Brave-Labs/dev10x --skill dev10x-skill-audit-brave-labs
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Dev10x-skill-audit
Source: https://github.com/Brave-Labs/dev10x/tree/main/codex-skills/dev10x-skill-audit
Command: npx skills add https://github.com/Brave-Labs/dev10x --skill dev10x-skill-audit-brave-labs

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Audit a Claude Code session's skill usage and compliance, extracting actionable lessons to improve skill definitions and reduce repeated corrections.

Core Features & Use Cases

  • Analyze session transcripts to detect missed skill invocations, user corrections, and decision points.
  • Produce a six-phase audit: Action inventory, Skill coverage, Compliance, Permission friction, Script extraction, and Lessons extraction.
  • Generate memory notes and improvement proposals for skills and rules.

Quick Start

Run Dev10x-skill-audit on a session JSONL file to produce a structured audit report and improvement recommendations.

Frequently Asked Questions about Dev10x-skill-audit

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

FAQPage Schema
How do I audit Claude Code session transcripts for skill compliance?▼

To audit Claude Code session transcripts for skill compliance, run this skill on a session JSONL file to map invocations, evaluate coverage, and generate a structured audit report with improvement recommendations.

What is the best way to find missed skill invocations in a session transcript?▼

Finding missed skill invocations in a session transcript requires mapping action inventories against documented workflows, which this skill achieves by extracting user corrections and decision points to flag deviations.

How do I generate memory notes from Claude Code session corrections?▼

Generating memory notes from Claude Code session corrections involves analyzing permission friction and extracting lessons, which this skill automates by producing improvement proposals for skills and rules.

Can I extract script improvements directly from a session JSONL file?▼

You can extract script improvements directly from a session JSONL file by running a six-phase audit that includes script extraction and compliance evaluation to generate actionable SKILL.md changes.

Does this skill audit require any external dependencies to process session files?▼

This skill audit requires no external dependencies to process session files, operating independently on JSONL transcripts to deliver embed-friendly audit paragraphs and recommended permission rule changes.

When should I run a compliance audit on my Claude Code sessions?▼

You should run a compliance audit on Claude Code sessions when repeated corrections occur, using the extracted action inventory to identify permission friction and update documented skill workflows.

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