Match Loop

Run a generator ↔ visual analyst loop.

This skill is for vibe-coding where one-shot generation is not enough. The core pattern is:

• one sub-agent codes/builds the thing
• one sub-agent analyzes the code and previews the live UI like a human
• the analyst gives concrete feedback
• the generator revises
• the loop continues until the analyst accepts the result, progress stalls, a blocker appears, or the user says stop

The defining feature: the analyst must visually inspect the frontend whenever a frontend exists. It should not only read code or logs. It should open the app in a browser, take screenshots or otherwise inspect the rendered UI, interact with it, and verify that it looks and behaves correctly.

Roles

1. Generator agent

Responsible for:

• implementing the requested app, feature, page, or artifact