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continuous-learning

Extract reusable patterns from Claude Code sessions into learned skills.

1|Updated Jan 23, 2026
Search Tags:#automation#patterns#claude-code#learned-skills#continuous-learning#stop-hook#session-evaluation
One-click install
npx skills add https://github.com/Mark393295827/house-maint-ai --skill continuous-learning-mark393295827
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: continuous-learning
Source: https://github.com/Mark393295827/house-maint-ai/tree/main/skills/continuous-learning
Command: npx skills add https://github.com/Mark393295827/house-maint-ai --skill continuous-learning-mark393295827

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires jq, and includes scripts (resource) components.

What problem does it solve?

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

Core Features & Use Cases

  • Automatically evaluates Claude Code sessions on end to extract reusable patterns.
  • Saves extracted patterns to ~/.claude/skills/learned/ for quick reuse across sessions.
  • Configurable via config.json to tailor min session length, detection thresholds, and pattern categories.

Quick Start

Enable the Stop hook and run Claude Code sessions to automatically extract patterns and save them 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 extract reusable patterns from Claude Code sessions automatically?▼

You can extract reusable patterns by enabling a Stop hook that evaluates Claude Code sessions on end and saves captured error resolutions and workarounds to ~/.claude/skills/learned/.

Does the continuous learning Stop hook require jq to process session evaluations?▼

Yes, the Stop hook requires jq installed as a dependency to parse session data and automate the extraction of debugging techniques into learned skills.

Can I configure minimum session length and detection thresholds for pattern extraction?▼

Yes, you can configure minimum session length, detection thresholds, and pattern categories by modifying the config.json file to tailor the automated extraction behavior.

What types of project-specific patterns can be saved as learned skills from Claude Code?▼

The skill captures error resolutions, user corrections, workarounds, debugging techniques, and project-specific patterns, writing them as reusable skills to the ~/.claude/skills/learned/ directory.

How do I start automating learned skills extraction from Claude Code sessions?▼

To start automating extraction, enable the Stop hook component and run your Claude Code sessions; patterns are evaluated and saved automatically without manual intervention.

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