chat-analysis

Analyze code session transcripts for failure patterns and instruction improvements.

2|1|Updated Apr 29, 2026
One-click install
npx skills add https://github.com/bogdanbaciu21/skills --skill chat-analysis
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: chat-analysis
Source: https://github.com/bogdanbaciu21/skills/tree/main/chat-analysis
Command: npx skills add https://github.com/bogdanbaciu21/skills --skill chat-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill analyzes Codex or Claude code session transcripts to identify failure patterns and suggest improvements to agent instructions.

Core Features & Use Cases

  • Transcript Analysis: Inspects session transcripts for failure patterns and rule violations.
  • Improvement Suggestions: Proposes changes to agent instructions based on the analysis.
  • Use Case: Use this Skill to analyze the last 50 sessions and identify common mistakes or areas for improvement in your code sessions.

Quick Start

Run the chat-analysis skill to analyze the last 50 sessions of your code interactions.

Frequently Asked Questions about chat-analysis

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

FAQPage Schema
How do I analyze code session transcripts for failure patterns?

Analyzing code session transcripts for failure patterns involves running a four-stage pipeline—parse, filter, label, and compile—to inspect interactions and propose improvements to agent instructions.

What is the best way to review code session transcripts for agent improvement?

Reviewing code session transcripts for agent improvement is best done by analyzing the last 50 sessions to identify common mistakes, rule violations, and failure patterns systematically.

Can I use transcript analysis to suggest changes to agent instructions?

Yes, transcript analysis can suggest changes to agent instructions by using a four-stage pipeline to detect rule violations and propose targeted improvements for code quality.

How does the four-stage pipeline work for code analysis?

The four-stage code analysis pipeline works by parsing transcripts, filtering relevant data, labeling failure patterns, and compiling the results to propose agent-instruction improvements.

Does this transcript analysis support both Codex and Claude code sessions?

Yes, transcript analysis supports both Codex and Claude code sessions, allowing you to inspect session interactions and identify areas for code quality improvement.