What happens if I already have a CLAUDE.md file?

The skill intelligently reads your existing file and uses an 'Edit' tool to insert new insights into the most semantically appropriate section rather than just appending to the end.

Does it save everything automatically without my consent?

No. The skill follows a strict user confirmation flow where it presents a summary of findings, allowing you to select exactly which items to persist or skip.

Where does the auto-extract skill save my information?

It persists data to three layers: Project CLAUDE.md for repository rules, User CLAUDE.md for global preferences, and Memory MCP for situational knowledge recall.

How does it decide between project-specific and user-level info?

It uses a logical decision tree: toolchain or architectural info goes to the project layer, identity and high-frequency preferences go to the user layer, and situational experiences go to Memory MCP.

Session Learning Auto-Extract

Name: Session Learning Auto-Extract
Author: cuipengfei

bycuipengfei

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生産性とワークフロー

Analyzes AI sessions to automatically extract and persist key insights, project rules, and user preferences across multiple storage layers.

The Session Learning Auto-Extract skill transforms Claude from a stateless assistant into an evolving development partner by capturing valuable session data. It systematically reviews interactions to identify successful solutions, user preferences, and project-specific constraints. By intelligently categorizing information into project-level CLAUDE.md files, global user settings, or the long-term Memory MCP, it ensures that lessons learned in one session are seamlessly carried forward, significantly reducing repetitive instructions and improving contextual accuracy over time.

主な機能

01Intelligent decision tree for automated insight categorization

025 GitHub stars

03Structured memory cleanup and graph maintenance checklist

04Three-tier storage architecture (Project, User, and Memory MCP)

05Interactive user confirmation workflow for data persistence

06Seamless merging with existing CLAUDE.md documentation structures

ユースケース

01Capturing project-specific architectural decisions and toolchain configurations

02Persisting user-specific coding styles and communication preferences across all projects

03Documenting complex bug fixes and situational 'gotchas' for future recall

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add cuipengfei/prompts auto-extract

For use in Claude.ai and ChatGPT

Download Skill