GUI Agent Code Review

A specialized code review skill for GUI automation projects that applies domain-specific criteria across five key areas: LLM prompts, execution debugging, context optimization, action design, and screenshot/coordinate handling.

When to Use

Apply this skill when reviewing:

• Changes to core agent logic (main orchestrator, context manager)
• LLM prompt modifications (system prompts, planning prompts)
• New action types or input controller changes
• Screenshot handling or coordinate system changes
• Context management or token optimization code
• Any pull request to a GUI automation project

Review Process

1. Identify Changed Domains

First, categorize the changes by domain: