What problem does it solve?
This Skill helps you learn from past Claude Code sessions so you can reduce repeated permission prompts, avoid recurring mistakes, and improve your setup with better skills and CLAUDE.md guidance.
Core Features & Use Cases
- Session diagnostics: Measure compactions, interruptions, and continuation patterns to understand why a session became inefficient.
- Configuration improvement: Identify tools that should be pre-granted, skills worth creating, and rules that belong in CLAUDE.md.
- Scripted analysis: Use the included Python utilities to summarize tool usage, extract user messages, and generate optimization recommendations from JSONL session files.
- Example use case: A long Claude Code project keeps asking for the same permissions and repeating the same investigation path; this Skill pinpoints the pattern and suggests concrete configuration fixes.
Quick Start
Ask Claude to analyze a Claude Code session JSONL file and summarize the repeated permissions, corrections, and investigation patterns that should inform better tool access, new skills, or CLAUDE.md rules.