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continuous-learning

Extract reusable patterns from Claude Code transcripts at session end.

1|Updated Mar 31, 2026
Search Tags:#automation#claude-code#pattern-extraction#learned-skills#stop-hook#session-evaluation
One-click install
npx skills add https://github.com/aayushsoam/clawbot-plus --skill continuous-learning-aayushsoam
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: continuous-learning
Source: https://github.com/aayushsoam/clawbot-plus/tree/main/skills/continuous-learning
Command: npx skills add https://github.com/aayushsoam/clawbot-plus --skill continuous-learning-aayushsoam

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automatically evaluates Claude Code sessions at the end to extract reusable patterns that can be saved as learned skills for future use.

Core Features & Use Cases

  • Stop-hook based session end evaluation to identify patterns from Claude Code transcripts.
  • Saves extracted patterns to ~/.claude/skills/learned/ for future reuse and quick deployment.
  • Provides guidance on configuration and comparisons between v1 and v2 approaches for continuous learning.

Quick Start

Trigger a Claude Code session and ensure the Stop hook is enabled to automatically extract patterns to ~/.claude/skills/learned/ after the session.

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?▼

You can save learned skills automatically by configuring a Stop hook to trigger end-of-session evaluation. The skill extracts patterns from Claude Code transcripts and stores them directly in ~/.claude/skills/learned/ for future reuse.

What is a Stop hook for continuous learning in Claude Code?▼

A Stop hook for continuous learning triggers end-of-session evaluation of Claude Code transcripts to identify reusable patterns. It automatically saves these extracted patterns to ~/.claude/skills/learned/ for future deployment.

What configuration do I need to automate pattern extraction from Claude Code transcripts?▼

Automating pattern extraction requires a Stop hook configuration and a config.json file. The config.json must define min_session_length, learned_skills_path, and pattern lists to evaluate sessions and save extracted skills to the designated path.

Where are extracted patterns stored when using session evaluation hooks?▼

Extracted patterns are stored in the local directory ~/.claude/skills/learned/. This path is configured via the learned_skills_path setting in config.json and enables quick deployment and future reuse of the saved learned skills.

Can I use continuous learning to compare different approaches for extracting Claude Code patterns?▼

Continuous learning provides guidance on comparing v1 and v2 approaches for pattern extraction from Claude Code sessions. This helps you evaluate different strategies for discovering and saving learned skills effectively.

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