Continuous Learning v2 FAQs

Question 1

What does the /evolve command do?

Accepted Answer

The /evolve command analyzes your collection of individual instincts to find related clusters, merging them into more robust and permanent skills, commands, or specialized agents.

Question 2

Are my coding sessions private with this skill?

Accepted Answer

Yes. All observations and learned instincts are stored locally on your machine. Data is only shared if you explicitly use the export command to share instincts with others.

Question 3

What is an atomic instinct in this system?

Accepted Answer

An atomic instinct is a small, specific learned behavior consisting of a single trigger and action, supported by observation evidence and a confidence score that dictates how strictly it is applied.

Question 4

How does confidence scoring work?

Accepted Answer

Confidence starts low (0.3) for new patterns and increases as the behavior is repeatedly observed or accepted. It decreases if you explicitly correct Claude's behavior or if the pattern is no longer seen.

Question 5

How does version 2 differ from the original version?

Accepted Answer

V2 moves from probabilistic skill-based observation to 100% reliable deterministic hooks, uses a background agent for analysis, and introduces a sophisticated confidence-weighting and evolution model.

Continuous Learning v2

主要功能

使用场景

Continuous Learning v2

主要功能

使用场景