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continuous-learning

Extract reusable patterns from Claude Code sessions into learned skills.

Updated Mar 21, 2026
Search Tags:#automation#learning#patterns#claude-code#transcripts#learned-skills#stop-hook
One-click install
npx skills add https://github.com/hieuck/Pro5ChromeManager --skill continuous-learning-hieuck
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: continuous-learning
Source: https://github.com/hieuck/Pro5ChromeManager/tree/main/skills/continuous-learning
Command: npx skills add https://github.com/hieuck/Pro5ChromeManager --skill continuous-learning-hieuck

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires jq.

What problem does it solve?

Automatically extracts reusable patterns from Claude Code sessions and saves them as learned skills for future use.

Core Features & Use Cases

  • Stop-hook driven evaluation at the end of each session checks for sufficient context, detects actionable patterns, and stores them in the learned skills directory.
  • Configurable thresholds, paths, and pattern categories to tailor extraction for teams and projects.
  • Use Case: Data scientists and developers build a growing library of proven techniques to accelerate Claude Code workflows.

Quick Start

Configure the Stop hook and place evaluate-session.sh in your workflow to automatically extract patterns after Claude Code sessions.

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 reusable patterns from Claude Code sessions?▼

You can automatically extract reusable patterns by configuring a Stop hook to evaluate Claude Code session transcripts, detect actionable patterns, and save them directly to a learned skills directory for future use.

What is a Stop hook driven workflow for saving learned skills?▼

A Stop hook driven workflow triggers an evaluation script at the end of each Claude Code session to check for sufficient context and automatically store detected patterns as learned skills.

Do I need jq to extract patterns from Claude Code transcripts?▼

Yes, jq is required as a dependency to parse and evaluate Claude Code session transcripts when extracting actionable patterns during the Stop hook execution.

How do I configure extraction thresholds for Claude Code pattern detection?▼

You can configure extraction thresholds, minimum session length, auto-approve settings, and the learned skills path to tailor pattern detection for your specific team and project workflows.

What's the best way to build a library of proven Claude Code techniques?▼

Using an automated Stop hook to evaluate session transcripts and extract patterns allows developers to continuously build a growing library of proven techniques to accelerate Claude Code workflows.

Why are my Claude Code patterns not being saved to the learned directory?▼

Patterns may not save if the session length is below the configured minimum, the extraction threshold is not met, or the learned skills path is incorrectly configured in your workflow.

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