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continuous-learning

Extract reusable patterns from Claude Code sessions into learned skills.

Updated Aug 27, 2026
Search Tags:#claude-code#session-analysis#pattern-extraction#learned-skills#continuous-learning#stop-hook
One-click install
npx skills add https://github.com/DarkCodePE/quipu --skill continuous-learning-darkcodepe
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: continuous-learning
Source: https://github.com/DarkCodePE/quipu/tree/main/docs/arquetipo/deliverables/skills/_optional/continuous-learning
Command: npx skills add https://github.com/DarkCodePE/quipu --skill continuous-learning-darkcodepe

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automatically identifies and saves reusable patterns from Claude Code sessions as learned skills for future reuse.

Core Features & Use Cases

  • End-of-session pattern extraction: analyzes transcripts to surface actionable patterns.
  • Learn and store: saves discovered patterns to ~/.claude/skills/learned/ for quick reuse.
  • Configurable workflow: tunable thresholds, minimum session length, and path customization to fit different workflows.

Quick Start

Run the Stop-hook workflow after a Claude Code session to extract patterns and save them to ~/.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?▼

You can extract reusable patterns from Claude Code sessions by running a Stop-hook workflow that analyzes session transcripts to identify error resolutions, user corrections, and debugging techniques, saving them as learned skills.

What is continuous learning in AI coding assistants?▼

Continuous learning for AI coding assistants involves analyzing long session transcripts to automatically identify and store workarounds and debugging techniques, enabling the assistant to apply past solutions to future projects.

Can I configure the extraction threshold for session pattern analysis?▼

Yes, you can configure session pattern analysis by editing a config.json file to adjust minimum session length, extraction threshold, patterns to detect, and the file path for saving learned skills.

Where are extracted coding patterns saved for future reuse?▼

Extracted coding patterns are saved as learned skills in the ~/.claude/skills/learned/ directory, making them immediately accessible for reuse across future Claude Code development projects.

Does session pattern extraction work with short Claude Code interactions?▼

Session pattern extraction requires a minimum session length to trigger analysis. You can adjust this threshold via config.json to prevent extracting patterns from brief or insignificant interactions.

What types of debugging techniques can be identified from Claude Code transcripts?▼

Pattern extraction from Claude Code transcripts can identify error resolutions, user corrections, workarounds, and debugging techniques, transforming them into structured learned skills for future reference.

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