Agent skill · writing content · affaan-m
continuous-learning
[DEPRECATED - use continuous-learning-v2] Legacy v1 stop-hook skill extractor. v2 is a strict superset with instinct-based, project-scoped, hook-reliable learning. Do not invoke v1: when continuous learning, session learning, or pattern extraction is requested, route to continuous-learning-v2 instead.
Why this skill is useful
Codifies a specific pattern extraction process from Claude Code sessions that the AI could infer but now doesn't have to guess.
What it needs
About 2k tokens when loaded. Last updated 2026-08-06. 238,342 stars on the source repository.
What this skill does
Continuous Learning Skill - DEPRECATED DEPRECATED 2026-04-28. Use continuous-learning-v2 instead. v2 is a strict superset: stop-hook observation becomes PreToolUse/PostToolUse observation, full skills become atomic instincts with confidence scoring, and global-only storage becomes project-scoped plus global promotion. This file is kept for archival reference and backward compatibility with existing installs. --- Original v1 Documentation (archival) Automatically evaluates Claude Code sessions on end to extract reusable patterns that can be saved as learned skills. When to Activate Setting up automatic pattern extraction from Claude Code sessions Configuring the Stop hook for session evaluation Reviewing or curating learned skills in ~/.claude/skills/learned/ Adjusting extraction thresholds or pattern categories Comparing v1 (this) vs v2 (instinct-based) approaches Status This v1 skill is still supported, but continuous-learning-v2 is the preferred path for new installs. Keep v1 when you explicitly want the simpler Stop-hook extraction flow or need compatibility with older learned-skill workflows. How It Works This skill runs as a Stop hook at the end of each session: 1. Session Evaluation: Checks if session has enough messages (default: 10+) 2. Pattern Detection: Identifies extractable patterns from the session 3. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills affaan-m/continuous-learning--4d237e