Stage 1 · ICML Breakdown Skill (Template Extension)
SkillDev toolsBreak 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.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Stage 1 · ICML Breakdown Skill (Template Extension) skill
What this skill tells your AI
The instructions your AI receives, as published by runtsang/rebuttalstudio in skills/stage1/icml/SKILL.md and read by ahel’s review.
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 Recommendationconfidence<-Confidencesoundness<-Soundnesspresentation<-Presentationsignificance<-Significanceoriginality<-Originality
Preserved section mapping
summary<-Summarystrength<-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 ## Scoresmust 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.
Signals
- GitHub stars
- 216
- Forks
- 2
- Last commit
- Apr 2026
Advanced
- Catalog kind
- skill
- Gateway key
stage1-icml-breakdown- Source
- github.com/runtsang/rebuttalstudio