Continuous Learning Skill

SkillDev tools

Automatically extract reusable patterns from coding sessions and save them as learned skills for future use.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Continuous Learning Skill skill

What this skill tells your AI

The instructions your AI receives, as published by luohaothu/everything-codex in skills/continuous-learning/SKILL.md and read by ahel’s review.

Evaluates coding sessions to extract reusable patterns that can be saved as learned skills.

How It Works

Run /learn at the end of a session or after solving a non-trivial problem:

  1. Session Evaluation: Checks if session has enough substance
  2. Pattern Detection: Identifies extractable patterns
  3. Skill Extraction: Saves useful patterns to ~/.codex/skills/learned/

Pattern Types

PatternDescription
error_resolutionHow specific errors were resolved
user_correctionsPatterns from user corrections
workaroundsSolutions to framework/library quirks
debugging_techniquesEffective debugging approaches
project_specificProject-specific conventions

Related

  • /learn skill - Manual pattern extraction mid-session
  • continuous-learning-v2 - Advanced instinct-based learning system

Signals

GitHub stars
24
Forks
5
Last commit
Aug 2026
Advanced
Catalog kind
skill
Gateway key
continuous-learning-luohaothu
Source
github.com/luohaothu/everything-codex