continuous-learning

Extract reusable patterns from conversation transcripts and save them as new skill units.

19|5|Updated Jan 4, 2026
One-click install
npx skills add https://github.com/edwinhu/workflows --skill continuous-learning-edwinhu
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: continuous-learning
Source: https://github.com/edwinhu/workflows/tree/main/skills/continuous-learning
Command: npx skills add https://github.com/edwinhu/workflows --skill continuous-learning-edwinhu

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This skill addresses the challenge of losing valuable insights and solutions discovered during a conversation, preventing the need to re-solve recurring problems.

Core Features & Use Cases

  • Pattern Extraction: Identifies and extracts reusable patterns like error resolutions, workarounds, and debugging techniques from conversation transcripts.
  • Skill Generation: Saves extracted patterns as new, self-contained skills in a specified directory for future use.
  • Use Case: After a lengthy debugging session where a complex issue was resolved, use this skill to capture the solution as a new skill, ensuring it's readily available if the same problem arises again.

Quick Start

Invoke the continuous-learning skill to save the key learnings from this session.

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 a debugging session?

You can extract reusable patterns from a debugging session by analyzing conversation transcripts to identify error resolutions and workarounds, then saving them as new skill units. This prevents losing valuable insights and re-solving recurring problems.

What is the best way to capture knowledge from a conversation transcript?

The best way to capture knowledge from a conversation transcript is by identifying reusable patterns like debugging techniques and project-specific conventions, then persisting them as self-contained skills in a specified directory for immediate future use.

Can I save project-specific conventions as a new skill?

Yes, you can save project-specific conventions as a new skill by analyzing session transcripts to extract these conventions and adhering to a defined skill structure to persist the captured knowledge for future application.

How does pattern extraction work for documenting error resolutions?

Pattern extraction for documenting error resolutions works by analyzing session transcripts to identify successful workarounds and debugging techniques, then structuring these extracted patterns into independent skill units saved to a directory for future retrieval.

Do I need a specific directory structure to save extracted skills?

You need a specified directory to save extracted skills, as the skill generation process requires adhering to a defined skill structure for persistence, ensuring newly captured patterns are saved as self-contained units in your target directory.