ucsc-vlaa/visualclaw/visual-detail-matching

Match Visual Details Precisely Against Options

1. Extract specific visual elements: Identify concrete details from images—object types, colors, materials, tools, locations (sink, floor, cup, etc.).
2. Compare option-by-option: For each option, check if every stated detail appears in the visual evidence.
3. Flag contradictions: Mark options that describe actions or objects NOT visible in the frames.
4. Prioritize precision over plausibility: Choose based on what you see, not what sounds reasonable.
5. Verify descriptive claims: If an option makes a judgment (e.g., "professional," "efficient," "gracefully"), check if the visual evidence supports that characterization.

Example: In the woodworker scenario, option (D) states "few adjustments"—this requires observing actual adjustment attempts in the frames. Option (A) or (C) may sound professional but lack visual support.

Anti-pattern: Selecting an answer because it uses professional language or sounds logical without confirming visual evidence supports every claim.