stage1-icml-breakdown

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Break down full ICML reviewer responses into structured rebuttal units. Use when input contains reviewer summary/presentation/contribution/strength/weakness/question text and the goal is to split weaknesses/questions into granular R-style response items while preserving original wording for quoted issues.

runtsang By runtsang schedule Updated 3/1/2026

name: stage1-icml-breakdown description: Break down full ICML reviewer responses into structured rebuttal units. Use when input contains reviewer summary/presentation/contribution/strength/weakness/question text and the goal is to split weaknesses/questions into granular R-style response items while preserving original wording for quoted issues.

Stage 1 · ICML Breakdown Skill (Template Extension)

Apply the shared template first:

  • skills/stage1/template/SKILL.md

Then apply only the ICML-specific overrides below.

ICML overrides

Score mapping (required keys)

Extract exactly these six keys (numbers only):

  • rating <- Overall Recommendation
  • confidence <- Confidence
  • soundness <- Soundness
  • presentation <- Presentation
  • significance <- Significance
  • originality <- Originality

Preserved section mapping

  • summary <- Summary
  • strength <- Limitations (keep compatibility with shared output key naming)

Atomic issue source mapping

  • weakness-type source <- Strengths And Weaknesses (extract only concern/criticism parts)
  • question-type source <- Key Questions For Authors

Output header and score block

  • Header must be exactly: # Stage1 ICML Breakdown
  • ## Scores must contain exactly the six keys above.

ICML note

If "Strengths And Weaknesses" mixes praise and criticism in one bullet, keep praise in preserved context and split only actionable weakness concerns into atomic issues.

Install via CLI
npx skills add https://github.com/runtsang/RebuttalStudio --skill stage1-icml-breakdown
Repository Details
star Stars 200
call_split Forks 2
navigation Branch main
article Path SKILL.md
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