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continuous-learning

Extract reusable patterns from Claude Code sessions into ~/.claude/skills/learned/.

Updated Aug 23, 2026
Search Tags:#automation#claude-code#pattern-extraction#learned-skills#continuous-learning#session-evaluation
One-click install
npx skills add https://github.com/robinxin/AIFlomo --skill continuous-learning-robinxin
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: continuous-learning
Source: https://github.com/robinxin/AIFlomo/tree/main/.claude/skills/continuous-learning
Command: npx skills add https://github.com/robinxin/AIFlomo --skill continuous-learning-robinxin

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires jq.

What problem does it solve?

Extract actionable patterns from Claude Code sessions to build a library of reusable skills that improve future interactions and code work.

Core Features & Use Cases

  • Stop-hook driven evaluation at session end to surface patterns such as error_resolution, user_corrections, and debugging_techniques.
  • Saves discovered learned skills to the path ~/.claude/skills/learned/ for reuse in future sessions.
  • Provides configurable thresholds and a learning pipeline enabling rapid pattern extraction.

Quick Start

Start a Claude Code session and let the Stop hook capture the transcript to generate learned skills automatically.

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?▼

Extracting reusable patterns from Claude Code sessions requires a stop-hook workflow that evaluates transcript data, identifies debugging techniques, and saves results to ~/.claude/skills/learned/.

What is continuous learning in Claude Code for?▼

Continuous learning in Claude Code captures user corrections and debugging techniques from sessions to build a library of learned skills that improve future code interactions and automate pattern extraction.

Can I configure thresholds for pattern extraction in Claude Code?▼

Yes, pattern extraction supports configurable thresholds within the learning pipeline to control which session patterns are saved as learned skills.

Do I need jq installed to use continuous learning with Claude Code?▼

Yes, you need jq installed to use this skill, as it depends on jq for parsing configuration data required during the session evaluation and learned skill persistence workflow.

Where are learned skills from Claude Code sessions stored?▼

Learned skills extracted from Claude Code sessions are stored as files in the ~/.claude/skills/learned/ directory, enabling path-based persistence for future session reuse.

When should I not use stop-hook session evaluation for pattern extraction?▼

You should avoid stop-hook session evaluation when your Claude Code session lacks meaningful debugging interactions or user corrections, as the pattern extraction pipeline relies on actionable session transcript data.

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