Can I choose what kind of patterns are saved?

Yes, the skill is fully configurable via a JSON file where you can define patterns to detect, such as debugging techniques or project-specific rules, and patterns to ignore.

Does this require manual approval for each learned skill?

You can toggle the auto_approve setting in the configuration to either review patterns before they are saved or let the skill automate the entire process.

What is the Continuous Learning skill for Claude Code?

It is a specialized plugin that analyzes your Claude Code sessions to identify and save reusable patterns, such as error fixes and coding conventions, for future use.

Where are the learned skills stored?

By default, the extracted insights are saved as new skill files in your local directory at ~/.claude/skills/learned/.

How does the skill capture information without slowing down my chat?

It utilizes a 'Stop hook' which only triggers after a session ends, ensuring there is zero latency added to your active coding conversation.

Continuous Learning & Pattern Extraction

Name: Continuous Learning & Pattern Extraction
Author: Nixdorfer

byNixdorfer

•

生産性とワークフロー

Automatically extracts reusable coding patterns and session insights to build a personalized AI knowledge base.

This skill enhances Claude Code by implementing an automated session-end evaluation process that identifies recurring patterns, successful debugging techniques, and project-specific conventions. By operating as a non-blocking 'Stop hook,' it analyzes the full transcript of your coding sessions to extract and save useful workarounds and error resolutions directly to your local skills directory. This ensures that Claude evolves with your codebase, becoming more context-aware and efficient with every interaction without adding latency to your active development workflow.

主な機能

01Categorized learning for error resolutions, workarounds, and conventions

021 GitHub stars

03Automated session-end pattern detection and analysis

04Non-blocking execution using lightweight CLI hooks

05Persistent local storage of learned skills in ~/.claude/skills/learned/

06Customizable extraction thresholds and minimum session lengths

ユースケース

01Building a repository of project-specific styling and architecture conventions

02Creating a personalized library of effective debugging approaches

03Capturing complex workarounds for framework-specific bugs or quirks

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add nixdorfer/claudecodetool continuous-learning

For use in Claude.ai and ChatGPT

Download Skill