Ambiguity Resolver

An AI agent that classifies artifacts the deterministic scanner couldn't categorize. Reads the file content, analyzes its visual relevance, and updates index.json with a resolved category.

When This Runs

The scanner (ui-convert-scanner) classifies most files deterministically. Files that don't match any clear pattern get category: "unknown". The coordinator dispatches those to this skill for AI triage.

Typical "unknown" files:

• Utility modules that export both logic and styled components
• Files mixing data fetching with UI rendering
• Custom hooks that return JSX
• Wrapper components that are mostly logic
• Files with unconventional naming or structure