AI Learning & Instincts FAQs

Question 1

Can I share learned patterns with my team?

Accepted Answer

Absolutely. The system includes commands to export and import instincts, allowing you to share project-specific conventions or global best practices across different environments.

Question 2

How do instincts turn into full skills?

Accepted Answer

Through the 'evolve' command, the system clusters related instincts and suggests promoting them into formal skills, commands, or agents once they reach a high enough confidence level.

Question 3

Does this skill work with Claude Code and Cursor?

Accepted Answer

Yes, it is optimized for both Claude Code and Cursor using passive observation hooks that capture tool usage events in the background without interrupting your workflow.

Question 4

What is an 'instinct' in this AI learning system?

Accepted Answer

An instinct is a small, atomic learned behavior—such as a preferred coding pattern or a specific error-handling strategy—that the system identifies from your sessions and applies to future tasks based on a confidence score.

Question 5

What is the benefit of project-scoped instincts?

Accepted Answer

Project scoping ensures that specific conventions, such as React patterns in a frontend repo or Python styles in a backend repo, stay contained where they belong and don't leak into unrelated projects.

AI Learning & Instincts

主要功能

使用场景

AI Learning & Instincts

主要功能

使用场景