continuous-learning

Name: continuous-learning
Availability: InStock
Author: flag3

Extract reusable patterns from Claude Code session transcripts and save them to ~/.claude/skills/learned/.

1|Updated Mar 20, 2024

Search Tags:#automation #session-analysis #Claude-Code #pattern-extraction #learned-skills #continuous-learning

Ready to run

npx skills add https://github.com/flag3/dotfiles --skill continuous-learning-flag3

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: continuous-learning
Source: https://github.com/flag3/dotfiles/tree/main/.claude/skills/continuous-learning
Command: npx skills add https://github.com/flag3/dotfiles --skill continuous-learning-flag3

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automatically identifies and saves reusable patterns from Claude Code sessions, turning them into learned skills for reuse.

Core Features & Use Cases

Pattern evaluation: Analyzes session transcripts to surface meaningful patterns.
Pattern extraction: Detects recurring strategies and best practices.
Skill storage: Persists learned patterns to a local directory for future reuse.

Quick Start

After a Claude Code session ends, let the continuous-learning skill evaluate the transcript and store any detected patterns into ~/.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?▼

Pattern extraction from Claude Code sessions identifies recurring strategies and best practices in your transcript, then saves them as learned skills to ~/.claude/skills/learned/ for future reuse after each session ends.

What patterns does continuous learning detect from session transcripts?▼

Session analysis surfaces meaningful patterns by evaluating transcript content to detect recurring strategies, decision-making approaches, and best practices that recur across workflows, converting them into reusable skill artifacts.

How do I configure where learned patterns are stored?▼

A minimal configuration file controls thresholds and paths for pattern storage. Learned patterns persist to ~/.claude/skills/learned/ by default, with configurable directories and evaluation thresholds to refine what qualifies as reusable.

Can I use pattern extraction across multiple Claude Code sessions?▼

Yes. The skill requires a Stop hook mechanism and session transcript access, enabling continuous pattern evaluation across sessions so learned patterns accumulate and remain available for reuse in future workflows.

What do I need to start saving learned patterns from my sessions?▼

You need Claude Code session transcript access, a Stop hook mechanism to trigger pattern evaluation at session end, and a configuration file specifying thresholds and storage paths—no external dependencies required.