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continuous-learning

Analyze Claude Code session transcripts and save reusable patterns as learned skills.

Updated Jan 9, 2026
Search Tags:#Claude#bash#jq#pattern-extraction#learned-skills#continuous-learning#session-evaluation
One-click install
npx skills add https://github.com/Jialong6/Cursor-OEM-backpack-factory --skill continuous-learning-jialong6
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: continuous-learning
Source: https://github.com/Jialong6/Cursor-OEM-backpack-factory/tree/main/skills/continuous-learning
Command: npx skills add https://github.com/Jialong6/Cursor-OEM-backpack-factory --skill continuous-learning-jialong6

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill automatically analyzes Claude Code sessions to identify reusable patterns and save them as learned skills for future reuse.

Core Features & Use Cases

  • Pattern extraction: detects recurring techniques from dialogue and code sessions.
  • Skill cataloging: stores extracted patterns under ~/.claude/skills/learned/ for quick reuse.
  • Use Case: after a complex debugging session, save the successful resolution as a reusable skill to reference later.

Quick Start

Activate the skill after a Claude session completes to automatically evaluate and save learned skills to your local directory.

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 extract reusable patterns from Claude Code sessions, this skill runs as a Stop hook at the end of each session, scanning transcripts to identify and save successful techniques as learned skills.

Can I automatically save learned skills from bash and jq transcripts?▼

Yes, you can automatically save learned skills from bash and jq transcripts by configuring this skill as a Stop hook, which evaluates session dialogue and persists extracted patterns to a local directory.

What is the best way to catalog recurring debugging techniques from Claude sessions?▼

The best way to catalog recurring debugging techniques from Claude sessions is to use this skill's pattern extraction mechanism, which analyzes session transcripts and stores them under ~/.claude/skills/learned/ for future reference.

Do I need jq and grep installed to run the continuous-learning skill?▼

Yes, you need jq and grep installed to run the continuous-learning skill, as it relies on these standard CLI tools to scan, parse, and extract patterns from the Claude transcript path.

Why does pattern extraction fail to save skills at the end of a session?▼

Pattern extraction may fail to save skills at the end of a session if the CLAUDE_TRANSCRIPT_PATH environment variable is not provided or if the configuration in config.json is missing or incorrect.

Does this skill work with other CLI tools or only Claude Code sessions?▼

This skill specifically works with Claude Code sessions, relying on the CLAUDE_TRANSCRIPT_PATH-provided transcript path to parse dialogue and code interactions using bash and jq, rather than supporting arbitrary CLI tools.

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