Continuous Learning V2

Capture recurring A-Team design patterns and user corrections as reusable instincts.

54|16|Updated Feb 2, 2026
One-click install
npx skills add https://github.com/chemistrywow31/A-Team --skill continuous-learning-v2-chemistrywow31
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Continuous Learning V2
Source: https://github.com/chemistrywow31/A-Team/tree/main/.agents/skills/continuous-learning-v2
Command: npx skills add https://github.com/chemistrywow31/A-Team --skill continuous-learning-v2-chemistrywow31

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps capture and formalize recurring design decisions and user corrections made during A-Team sessions, turning them into reusable "instincts" for future use.

Core Features & Use Cases

  • Pattern Recognition: Identifies repeated roles, workflow stages, validation failures, and naming conventions.
  • Instinct Creation: Allows users to log these patterns as structured instincts with confidence scores.
  • Use Case: After several team design sessions where users consistently requested a "feasibility reviewer" role for technical teams, this skill can capture that pattern as a reusable instinct to be suggested proactively in similar future designs.

Quick Start

Log the recurring pattern of adding a feasibility reviewer to technical teams as a new instinct.

Frequently Asked Questions about Continuous Learning V2

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I capture recurring design patterns as reusable instincts for future sessions?

You can capture recurring design patterns by manually logging repeated roles, workflow stages, and naming conventions into structured instincts for future team design sessions.

What is the best way to formalize user corrections into reusable design instincts?

The best way to formalize user corrections is to log them as structured instincts with confidence scores, allowing high-confidence patterns to be promoted into shared skills or coordinator guidance.

Can I use this approach to identify recurring validation failures in team design processes?

Yes, you can use this approach to identify recurring validation failures, along with repeated roles and workflow stages, capturing them as reusable instincts for future design processes.

Does capturing design instincts require manual logging of patterns?

Yes, capturing design instincts requires manual logging of patterns and assigning confidence scores to promote them into shared skills or coordinator guidance for team design processes.

When should I not use manual pattern logging for team design workflows?

You should avoid manual pattern logging when your team design workflows require fully automated pattern recognition, as this approach relies on manual logging and confidence score assignment.