chat-audit

Analyze Cursor chat exports for rule violations and redundant tool calls.

1|Updated Mar 24, 2026
One-click install
npx skills add https://github.com/EdgeApp/edge-dev-agents --skill chat-audit
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: chat-audit
Source: https://github.com/EdgeApp/edge-dev-agents/tree/main/.cursor/skills/chat-audit
Command: npx skills add https://github.com/EdgeApp/edge-dev-agents --skill chat-audit

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires node, and includes scripts (resource) components.

What problem does it solve?

This Skill identifies inefficiencies, rule violations, and wasted tool calls in Cursor chat sessions, helping developers refine their agent-assisted workflows.

Core Features & Use Cases

  • Workflow Analysis: Parses chat exports to detect deviations from prescribed command rules and steps.
  • Efficiency Auditing: Flags redundant tool calls, avoidable errors, and unnecessary context consumption.
  • Use Case: If an agent repeatedly fails to use a required companion script or performs redundant file reads, this Skill generates a report to help you update your command definitions for better performance.

Quick Start

Run the chat-audit skill by providing the path to your exported chat JSON file to receive a detailed efficiency report.

Frequently Asked Questions about chat-audit

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

FAQPage Schema
How do I audit Cursor chat workflows for redundant tool calls and inefficiencies?

You can audit Cursor chat workflows by analyzing exported conversation logs to detect redundant tool calls, rule violations, and workflow inefficiencies. This process generates actionable feedback to help refine your agent-assisted development command definitions.

What is the best way to analyze agent chat exports for rule violations?

The best way to analyze agent chat exports for rule violations is to process conversation sequences against defined command standards. This flags deviations from prescribed steps and highlights avoidable errors in your agent-assisted development sessions.

Do I need Node.js to extract and process Cursor conversation logs?

Yes, you need Node.js to execute the extraction script and process the conversation sequence. The script handles data extraction from your chat JSON files to prepare them for the workflow efficiency analysis.

How do I find out why my Cursor agent keeps making unnecessary context consumption errors?

To find out why your Cursor agent makes unnecessary context consumption errors, run an efficiency audit on your exported chat data. This flags avoidable errors and redundant file reads, helping you update command definitions for better performance.

Can I detect if a Cursor agent repeatedly fails to use a required companion script?

Yes, you can detect if an agent fails to use a required companion script by auditing exported chat JSON data. The analysis identifies workflow inefficiencies and rule deviations, generating a report to help you correct your command definitions.

What format does my chat data need to be in for a workflow efficiency analysis?

Your chat data needs to be in an exported JSON file format for workflow efficiency analysis. Providing the file path to the extraction script allows it to parse conversation logs and detect unnecessary context consumption and rule violations.