continuous-learning

Extract reusable patterns from Claude Code sessions into learned skills.

8|Updated Apr 9, 2026
One-click install
npx skills add https://github.com/D0NMEGA/donnyclaude --skill continuous-learning-d0nmega
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: continuous-learning
Source: https://github.com/D0NMEGA/donnyclaude/tree/main/packages/_archived-skills/continuous-learning
Command: npx skills add https://github.com/D0NMEGA/donnyclaude --skill continuous-learning-d0nmega

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the discovery and preservation of repeatable patterns from Claude Code sessions by extracting them into reusable learned skills for future automation.

Core Features & Use Cases

  • End-of-session evaluation to identify actionable patterns such as error resolutions, user corrections, and best practices.
  • Saves extracted patterns to the standard learned-skills path at ~/.claude/skills/learned/ for easy reuse and sharing.
  • Supports configuration through a config.json to tune thresholds and enable or disable automation.

Quick Start

Configure the Stop hook in your Claude settings to trigger the evaluation script after each 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?

To automate pattern extraction from Claude Code sessions, configure a Stop hook in your settings to trigger an end-of-session evaluation that captures error resolutions and best practices into reusable learned skills.

What are learned skills in workflow automation and how do they work?

Learned skills are repeatable patterns extracted from Claude Code sessions, such as error resolutions and best practices, saved to a designated directory at ~/.claude/skills/learned/ for future reuse across coding projects.

Do I need a config.json to control pattern extraction thresholds?

Yes, a config.json file is required to tune thresholds and enable or disable the automation behavior that controls how actionable patterns are identified and saved from your coding sessions.

Can I capture error resolutions and user corrections from debugging sessions automatically?

Yes, you can automatically capture error resolutions and user corrections from debugging sessions by applying an end-of-session evaluation script that extracts these actionable patterns into reusable learned skills.

Where are extracted coding patterns and best practices saved?

Extracted coding patterns and best practices are saved to the standard learned-skills directory at ~/.claude/skills/learned/ to ensure easy reuse and sharing across future coding projects and workflow automation tasks.

When should I not use end-of-session evaluation for workflow automation?

You should avoid end-of-session evaluation for workflow automation if your coding sessions are highly exploratory without repeatable patterns, or if you lack the required Stop hook trigger and config.json thresholds to control extraction behavior.