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continuous-learning

Extract reusable patterns from Claude Code sessions at stop-hook.

Updated Apr 13, 2026
Search Tags:#claude#backward-compatibility#pattern-extraction#learned-skills#continuous-learning#stop-hook
One-click install
npx skills add https://github.com/sakamoto-family-smile/agent_monorepo --skill continuous-learning-sakamoto-family-smile
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: continuous-learning
Source: https://github.com/sakamoto-family-smile/agent_monorepo/tree/main/.claude/skills/ecc/continuous-learning
Command: npx skills add https://github.com/sakamoto-family-smile/agent_monorepo --skill continuous-learning-sakamoto-family-smile

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires jq.

What problem does it solve?

Legacy v1 stop-hook skill extractor for Claude Code sessions is deprecated; you should route learning tasks to continuous-learning-v2 for instinct-based, project-scoped learning.

Core Features & Use Cases

  • Stop-hook based evaluation to identify reusable patterns from Claude Code sessions.
  • Stores learned patterns to ~/.claude/skills/learned/ for quick reuse.
  • Maintains backward compatibility by providing archival reference while directing new installs to v2.

Quick Start

Activate the legacy v1 stop-hook extractor for Claude Code sessions and route learning requests to continuous-learning-v2.

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 extract reusable patterns from Claude Code sessions by using a stop-hook to analyze session data and save discovered patterns to the ~/.claude/skills/learned/ directory for later reuse.

What is continuous learning in Claude Code and how does it work?▼

Continuous learning in Claude Code works by evaluating stop-hook events to identify reusable patterns from your sessions and storing them locally in ~/.claude/skills/learned/ for future reference.

Do I need jq installed to use the continuous learning stop-hook extractor?▼

Yes, you need jq installed as a dependency to run the continuous learning stop-hook extractor, as it relies on jq to process and analyze Claude Code session data.

Can I customize the pattern extraction thresholds and storage paths for learned skills?▼

Yes, you can customize pattern extraction thresholds, patterns, and file paths by modifying the config.json file to match your specific continuous learning requirements.

Why should I use continuous-learning-v2 instead of this legacy pattern extractor?▼

This legacy v1 stop-hook extractor is deprecated and only maintained for backward compatibility; you should route new learning tasks to continuous-learning-v2 for instinct-based, project-scoped learning.

What are the limitations of using a deprecated stop-hook extractor for learned skills?▼

The main limitation is that this v1 stop-hook extractor is deprecated and lacks the instinct-based, project-scoped learning capabilities found in the recommended continuous-learning-v2 implementation.

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