PUA Proactivity Engine FAQs

Question 1

What are the different 'flavors' mentioned in the skill?

Accepted Answer

The skill uses various management styles (Alibaba, ByteDance, Netflix, etc.) to apply different types of pressure and methodology, ensuring the AI remains focused on 'end-to-end' delivery.

Question 2

What is the primary purpose of the PUA skill?

Accepted Answer

It is designed to increase the AI's agency and persistence, preventing it from giving up prematurely or asking the user for help before it has exhausted all tool-based research and debugging options.

Question 3

How does it improve coding quality?

Accepted Answer

It enforces 'Owner Awareness,' requiring the AI to check for side effects, run validation commands (like build or test), and provide evidence of success rather than just word-of-mouth confirmation.

Question 4

When does the PUA skill trigger?

Accepted Answer

The skill triggers when a task fails twice, when the AI suggests the user do it manually, or when the AI shows passivity such as waiting for instructions instead of searching documentation.

Question 5

Can this skill be used for non-coding tasks?

Accepted Answer

Yes, the proactivity and exhaustive-search frameworks are applicable to research, documentation, planning, and any complex technical operations.

PUA Proactivity Engine

主要功能

使用场景

PUA Proactivity Engine

主要功能

使用场景