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Paper Rebuttal

A systematic approach to writing rebuttals after receiving peer review feedback. The goal is not to defend every point — it's to move scores by addressing the concerns that actually drive them.

When to Use This Skill

• User received reviewer comments and needs to write a rebuttal
• User asks how to respond to specific reviewer criticism
• User wants to analyze reviews strategically before responding
• User mentions "rebuttal", "reviewer comments", "review feedback", "respond to reviewers"

For pre-submission self-review and catching weaknesses before they become reviewer complaints, use the paper-review skill.

Step 1: Diagnose Reviews

Before writing a single word, answer: "Why did this reviewer give this exact score?" Not what they wrote — what drove the score. Most researchers skip this and address every comment equally. That is a mistake.

Score Diagnosis

For each reviewer, ask: "What would move this reviewer from their current score to acceptance?"

Color-Code Every Comment

Read through each review and mark every comment:

Identify the Invisible Question

Behind every reviewer comment is an unspoken question. A comment like "The baselines are outdated" really asks: "Is this method actually competitive with current approaches?" Address the invisible question, not just the surface request.

Step 2: Plan Response Strategy

Categorize Every Concern

Identify Common Themes

If multiple reviewers raise the same concern, it's almost certainly a real weakness. Consolidate these into a "Common Response" section — this saves word count and demonstrates that you understand the pattern.

Distinguish Actionable vs. Subjective

• Actionable : "Missing comparison with Method X" — you can do this
• Subjective : "The novelty is limited" — harder to address, but can be reframed with evidence

The Champion Strategy

Your rebuttal's real audience is not the negative reviewer — it's the positive one.

Your champion argues on your behalf in the AC discussion, often using your exact words. Write your rebuttal to arm them:

1. Make key arguments copy-pasteable — your champion will quote you directly
2. Highlight where reviewers agree with each other — consensus strengthens the champion's position
3. Flag contradictions between reviewers — if R1 says "limited novelty" but R2 says "interesting approach," your champion can use this
4. Lead with strengths before weaknesses — remind the AC what your paper does well

See references/rebuttal-tactics.md for the full 18 tactical rules.

Step 3: Write the Rebuttal

Structure

1. Opening : One line thanking reviewers (keep it short)
2. Common concerns : Address issues raised by multiple reviewers first — these are highest priority
3. Per-reviewer responses : Address remaining concerns in priority order (red → orange → gray), NOT in the order the reviewer wrote them

Per-Concern Format

For each concern, follow this three-part structure:

1. Acknowledge : Show you understand the concern (one sentence)
2. Respond : Provide your answer — evidence, clarification, new experiment results
3. Action : State what you changed in the revision (specific section/table/figure)

Use a fillable template at assets/rebuttal-template.md.

The Neutral Third-Party Test

Before submitting, have someone who hasn't read your paper read only the reviews and your rebuttal. Ask: "Can you tell whether the concerns were addressed?" If not, rewrite.

Counterintuitive Rebuttal Principles

1. Submit a rebuttal even with extreme scores. A paper with scores of 3/8/8 has better odds than you think. The negative reviewer may realize they are an outlier during discussion. But only if you submit a rebuttal — without one, the AC has nothing to work with.

2. Concede something small, win something big. Acknowledging a minor weakness ("We agree that Table 2 could include dataset X for completeness") makes your defense of major points more credible. Pure defense with zero concession reads as unobjective.

3. One new experiment beats three paragraphs of explanation. Reviewers are trained to be skeptical of arguments. They are not trained to be skeptical of data. A small new experiment that directly addresses a concern is worth more than any amount of reasoning.

4. The best rebuttal is written before submission. Draft responses to likely attacks while writing the paper ("prebuttal"). Two benefits: you often realize the attack is valid and fix the paper, and if the attack comes, you have a polished response ready.

5. Don't defend every point equally. Equal effort signals you don't know which points matter. Allocate your word budget according to the color-coding: 60% red, 30% orange, 10% gray. Reviewers notice when you nail the big issues.

Common Reviewer Concerns

Prepare responses for these frequent concerns. Having a prepared response doesn't mean copying it verbatim — adapt to your specific paper and the reviewer's specific framing.

Need to run new experiments for the rebuttal? Use the experiment-craft skill for targeted debugging, or experiment-pipeline for a full new experiment stage.

Handoff from Paper Review

This skill picks up where paper-review leaves off. If you used paper-review before submission, these artifacts are especially useful for rebuttal:

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