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continuous-learning

Extract actionable patterns from Claude Code sessions into reusable learned skills.

Updated Feb 11, 2026
Search Tags:#knowledge-management#process-improvement#session-analysis#pattern-extraction#learned-skills#ai-workflow#continuous-learning
One-click install
npx skills add https://github.com/shygoly/sapbase --skill continuous-learning-shygoly
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: continuous-learning
Source: https://github.com/shygoly/sapbase/tree/main/docs/zh-CN/skills/continuous-learning
Command: npx skills add https://github.com/shygoly/sapbase --skill continuous-learning-shygoly

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automatically identify recurring patterns in Claude Code sessions and save them as reusable learned skills for faster future workflows.

Core Features & Use Cases

  • Pattern detection across session transcripts, enabling rapid capture of debugging approaches, workarounds, and project conventions.
  • Automatic storage of learned skills to ~/.claude/skills/learned/ for cross-session reuse.
  • Configurable thresholds and storage paths to tailor extraction rules and persistence.

Quick Start

Enable the stop-hook to evaluate each session end and save detected patterns to your learned-skills 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?▼

You can extract reusable session patterns by configuring a stop-hook at session end, which automatically identifies actionable workflows and debugging approaches to save into a learned skills library.

What is continuous learning for AI workflow refinement?▼

Continuous learning automatically identifies recurring patterns across AI session transcripts and persists them as learned skills, enabling cross-session knowledge management and workflow refinement.

How do I automatically save learned skills to a specific directory?▼

To save learned skills automatically, configure the stop-hook to trigger pattern extraction at session end and persist the captured skills directly to the ~/.claude/skills/learned/ directory.

Can I adjust the thresholds for pattern extraction in Claude Code?▼

Yes, you can tailor pattern extraction rules by adjusting configurable thresholds and storage paths, allowing you to control what recurring session patterns are captured and where they are saved.

Does this pattern extraction approach work for project-specific debugging?▼

Yes, pattern extraction applies directly to debugging approaches, workarounds, and project conventions, capturing project-specific improvements across multiple sessions for faster future workflows.

What do I need to set up before extracting session patterns?▼

You need a configured stop-hook at session end to evaluate transcripts and trigger automatic persistence, along with optionally customized thresholds and paths for the learned skills storage.

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