Where is the learned information stored?

All extracted knowledge is saved locally in your project's .claude/learned/ directory, organized into subfolders like errors, debugging, and project-specific documentation.

What does the Learning skill actually do?

It analyzes your coding sessions to identify recurring patterns, bug fixes, and project-specific logic, then saves them as structured Markdown files for future reference by the AI.

Does it work automatically or do I need to trigger it?

It features automated hooks that evaluate sessions upon completion and observe tool usage in the background, though you can also manually trigger evaluations at the end of a session.

What is the Instinct System mentioned in the documentation?

The Instinct System tracks repeated observations with confidence scores. Once a pattern is observed multiple times, it can be evolved from a simple note into a formal skill, command, or rule.

Continuous Learning & Pattern Extraction

Name: Continuous Learning & Pattern Extraction
Author: xiaobei930

byxiaobei930

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Learning & Documentation

Automates the extraction of debugging insights, reusable code patterns, and project-specific knowledge into a structured knowledge base.

The Learning skill transforms every Claude Code session into a growth opportunity by identifying and documenting reusable patterns. It automatically captures error resolutions, debugging techniques, workarounds, and project-specific architecture details. By utilizing automated hooks to monitor tool usage and evaluate sessions, it builds a structured repository in the .claude/learned/ directory. This ensures that once a complex problem is solved, the solution is indexed and permanently available for future tasks, effectively turning Claude into a self-improving development partner that retains tribal knowledge.

Key Features

01Structured pattern recording for errors, workarounds, and project logic

02Instinct System for tracking and evolving repetitive developer behaviors

03Built-in knowledge base organization with categorized Markdown templates

0434 GitHub stars

05Automated session evaluation to capture debugging insights

06Node.js hooks for background observation and automated documentation

Use Cases

01Capturing edge-case workarounds for third-party libraries and APIs

02Building a local troubleshooting guide for complex project-specific bugs

03Documenting internal architectural patterns and authentication flows automatically

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add xiaobei930/cc-best learning

For use in Claude.ai and ChatGPT

Download Skill