Skill
summarize
Summarize extracted paper text into concise Markdown memory for later Stage 2 and Stage 4 background use, with fixed section…
@runtsangInstall SkillWriting
Skill
/icml
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
Install
$ npx -y skills add runtsang/rebuttalstudio --skill icml --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/icml
Context preview
The summary Claude sees to decide when to auto-load this skill.
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
SKILL.md
icml.SKILL.mdname: 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.
Read more
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.
Ships withrebuttalstudio
A rebuttal editor for researchers to craft high-quality academic rebuttals — so you can focus on what to say, not how to format it.
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JavaScript
Language
6mo ago
Last commit
8mo ago
Created
5d ago
Added
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