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continuous-learning

Extract reusable patterns from Claude Code sessions via stop-hook evaluation.

Updated Mar 1, 2026
Search Tags:#automation#claude-code#pattern-detection#learned-skills#continuous-learning#local-storage#stop-hook
One-click install
npx skills add https://github.com/derekhu0002/ai4pb-orchestrator --skill continuous-learning-derekhu0002
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: continuous-learning
Source: https://github.com/derekhu0002/ai4pb-orchestrator/tree/main/skills/continuous-learning
Command: npx skills add https://github.com/derekhu0002/ai4pb-orchestrator --skill continuous-learning-derekhu0002

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automatically extract reusable patterns from Claude Code sessions at the end of each session.

Core Features & Use Cases

  • Stop-hook based evaluation triggers pattern detection and persistence of learned skills to the local path ~/.claude/skills/learned/.
  • Configurable thresholds and pattern categories via a lightweight config.json to tailor extraction.
  • Use Case: Imagine a developer reviews Claude Code transcripts and builds a personal library of repeatable solutions.

Quick Start

Enable the Stop hook in Claude Code and ensure learned skills are saved to ~/.claude/skills/learned/.

Frequently Asked Questions about continuous-learning

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

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

You can automatically extract patterns from Claude Code sessions by enabling a stop-hook evaluation that triggers pattern detection at the end of each session, saving the learned skills locally for future reuse.

Where are extracted skills saved when using stop-hooks in Claude Code?▼

Extracted skills are saved as persistent files to the local path ~/.claude/skills/learned/ when the stop-hook evaluation triggers at the end of a Claude Code session.

Can I configure extraction thresholds for Claude Code session patterns?▼

Yes, you can configure extraction thresholds and pattern categories by modifying a lightweight config.json file to tailor pattern detection to your specific workflow requirements.

What is the minimum session length needed to save learned skills locally?▼

You can customize the minimum session length required to trigger pattern extraction by adjusting the min_session_length parameter within the config.json file.

Does this pattern detection tool work without external dependencies?▼

Yes, the continuous-learning pattern detection tool operates without external dependencies, relying entirely on local storage and native stop-hook evaluations to process and save skills.

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