Stage 1 · ICLR Breakdown Skill (Template Extension)

SkillDev tools

Break down full ICLR 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.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Stage 1 · ICLR Breakdown Skill (Template Extension) skill

What this skill tells your AI

The instructions your AI receives, as published by runtsang/rebuttalstudio in skills/stage1/iclr/SKILL.md and read by ahel’s review.

Apply the shared template first:

  • skills/stage1/template/SKILL.md

Then apply only the ICLR-specific overrides below.

ICLR overrides

Score mapping (required keys)

Extract exactly these five keys (numbers only):

  • rating <- ICLR rating
  • confidence <- ICLR confidence
  • soundness <- ICLR soundness
  • presentation <- ICLR presentation
  • contribution <- ICLR contribution

Preserved section mapping

  • summary <- summary
  • strength <- strength

Atomic issue source mapping

  • weakness-type source <- weakness
  • question-type source <- question

Output header and score block

  • Header must be exactly: # Stage1 ICLR Breakdown
  • ## Scores must contain exactly the five keys above.

ICLR note

If reviewer text mixes free-form paragraphs and bullets, keep template splitting rules unchanged and split only by independent concerns.

Signals

GitHub stars
216
Forks
2
Last commit
Apr 2026
Advanced
Catalog kind
skill
Gateway key
stage1-iclr-breakdown
Source
github.com/runtsang/rebuttalstudio