continuous-learning

Automates extraction of reusable behavioral patterns from Claude Code sessions into a Skill directory for future use.

6|Updated Mar 25, 2023

Search Tags:#automation #workflow #Claude Code #pattern extraction #continuous-learning #stop-hook #learned skills

Ready to run

npx skills add https://github.com/songkg7/dotfiles --skill continuous-learning-songkg7

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: continuous-learning
Source: https://github.com/songkg7/dotfiles/tree/main/dot_claude/skills/continuous-learning
Command: npx skills add https://github.com/songkg7/dotfiles --skill continuous-learning-songkg7

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill automates the extraction of reusable behavioral patterns from Claude Code sessions and stores them as learned skills for future reuse.

Core Features & Use Cases

Stop-hook evaluation at session end to ensure patterns are captured when there are enough messages.
Pattern detection and extraction that converts sessions into reusable skill components.
Persistence of learned skills to ~/.claude/skills/learned/ for quick deployment in new sessions.

Quick Start

After wiring Claude Code to use the provided Stop hook, run a complete session. The skill will automatically evaluate the transcript and save new learned skills to the configured path. You can review or import these learned skills in future sessions.

Frequently Asked Questions about continuous-learning

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

FAQPage Schema

How do I extract reusable patterns from Claude Code sessions automatically?▼

A Stop hook evaluates your Claude Code transcript at session end, automatically detecting actionable behavioral patterns and persisting them as reusable skill files to ~/.claude/skills/learned/.

Can I configure when pattern extraction triggers during a Claude Code workflow?▼

Pattern extraction triggers via configurable thresholds in config.json, ensuring the Stop hook only evaluates and saves learned skills when a Claude Code session contains enough messages.

What is the process for saving learned skills for future Claude Code deployments?▼

An executable integration script drives the workflow, processing detected session patterns and storing them in ~/.claude/skills/learned/ for quick review and import in future deployments.

Does continuous learning require manual transcript review to capture workflow patterns?▼

No, this approach eliminates manual transcript review by using a Stop hook to automatically detect behavioral patterns at session end and persist them directly to a configured learned skills directory.

How do I integrate extracted skills back into a new Claude Code session?▼

You integrate extracted skills by accessing the saved files in ~/.claude/skills/learned/ generated by the Stop hook, allowing you to review and import them directly into new Claude Code sessions.