stage1-icml-breakdown

To extract weaknesses and questions from ICML reviewer feedback into atomic items, you can use this skill to parse full reviews and map each concern to a granular, individually labeled issue while preserving the original quoted wording.

Breaking down a reviewer rebuttal into atomic issues involves splitting complex feedback into granular units. This skill identifies weaknesses and questions in ICML-style reviews, preserving quoted wording to maintain context for response drafting.

Yes, the atomic breakdown preserves the original wording for quoted items. This ensures that the extracted weaknesses and questions maintain their exact context, allowing you to map each concern directly to a response drafting template.

You can map extracted reviewer concerns to response drafting templates by first converting the feedback into structured atomic items. This skill outputs granular issues with clear labeling, creating a direct one-to-one mapping for your rebuttal templates.

You should avoid using an atomic breakdown approach when reviewer feedback is already highly summarized or lacks distinct weaknesses and questions. This skill is designed for detailed ICML-style reviews containing granular summaries and specific actionable concerns.