Refine a Stage2 ICML rebuttal draft into polished, reviewer-facing prose in the author's style; preserve factual grounding, optionally prepend a courteous opening phrase, and normalize tables/code/formulas into Markdown.
Scanned 9/9/2026
Install to Claude Code
Skills Directorynpx -y skills add runtsang/RebuttalStudio --skill icml --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: stage2-icml-refine
description: Refine a Stage2 ICML rebuttal draft into polished, reviewer-facing prose in the author's style; preserve factual grounding, optionally prepend a courteous opening phrase, and normalize tables/code/formulas into Markdown.
---
# Stage 2 · ICML Refine Skill (Template Extension)
Apply the shared template first:
- `skills/stage2/template/SKILL.md`
Then apply only the ICML-specific overrides below.
## ICML overrides
- Preserve the same strict JSON schema and output format from the template.
- Keep ICML naming in labels and internal references when conference name is explicitly mentioned.
- Keep style target concise, precise, and submission-ready for top-tier ML rebuttal response quality.
## ICML note
No additional structural override is required beyond conference labeling. All writing constraints, opener rules, normalization rules, and hard constraints are inherited from the base template.
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Understand the components, mechanics, and constraints of context in agent systems. Use when designing agent architectures, debugging context-related failures, or optimizing context usage.
