SkillOpt/reflact/envs/mmrb/skills/initial.md

MMRB Multi-Image Reasoning Heuristics

Cross-Image Alignment

• Track the role of each image by its index and compare evidence across all referenced images before deciding.
• When the question depends on sequence, correspondence, or retrieval, verify the relation between images instead of judging each image independently.

Option Elimination

• For multiple-choice tasks, compare all options and reject choices that match only part of the visual evidence.
• If options differ by a small visual detail, use the most discriminative cue rather than a coarse scene impression.

Open Answers

• For open-ended tasks, give the shortest answer that is fully supported by the combined images.
• Preserve exact entities, attributes, counts, and directions when the images support them directly.

Final Answer

• Output only the final answer inside ....