Atlas / Skills / brycewang-stanford / Rebuttal Writing Guide

Rebuttal Writing GuideSAFE

skills/brycewang-stanford/rebuttal-writing-guide

🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
1 documented
License
NOASSERTION
Stars
4,537
01

Overview

🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.

Read from source at commit e1ba289846fdOBSERVED · 2026-10-08
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
openclawmentioned
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: rebuttal-writing-guide
description: "Write effective rebuttals to reviewer comments for journal submissions"
metadata:
  openclaw:
    emoji: "📝"
    category: "research"
    subcategory: "paper-review"
    keywords: ["rebuttal letter", "reviewer response", "revision", "peer review", "manuscript revision", "author response"]
    source: "wentor-research-plugins"
---

# Rebuttal Writing Guide

A skill for writing effective, professional responses to reviewer comments during the peer review revision process. Covers response letter structure, strategies for addressing criticism constructively, handling unfair reviews, and organizing major revisions.

## Response Letter Structure

### Standard Format

```
Response Letter Template:

Dear Editor and Reviewers,

Thank you for your thoughtful review of our manuscript
"[Title]" (Manuscript ID: [ID]). We appreciate the
constructive feedback and have carefully addressed all
comments. Below, we provide point-by-point responses.

Major changes include:
  - [Summary of change 1]
  - [Summary of change 2]
  - [Summary of change 3]

In the revised manuscript, all changes are highlighted in blue.

---

RESPONSE TO REVIEWER 1

Comment R1.1: [Exact quote of reviewer comment]

Response: [Your response]

Changes made: [Description of what was changed and where]

---

Comment R1.2: [Next comment]
...

RESPONSE TO REVIEWER 2
...
```

### Formatting Best Practices

```python
def format_response(reviewer_num: int, comment_num: int,
                    comment: str, response: str,
                    changes: str = None) -> str:
    """
    Format a single reviewer response entry.

    Args:
        reviewer_num: Reviewer number (1, 2, 3...)
        comment_num: Comment number within this reviewer
        comment: The reviewer's original comment (verbatim)
        response: Your response
        changes: Description of manuscript changes made
    """
    entry = (
        f"**Comment R{reviewer_num}.{comment_num}:**\n"
        f"*{comment}*\n\n"
        f"**Response:**\n{response}\n"
    )

    if changes:
        entry += f"\n**Changes made:** {changes}\n"

    return entry
```

## Response Strategies

### Handling Different Comment Types

```
Agreement (easiest -- just do it):
  Reviewer: "Table 2 should include confidence intervals."
  Response: "We agree. We have added 95% confidence intervals to
            Table 2 (see revised manuscript, p. 12)."

Partial agreement (do what you can, explain what you cannot):
  Reviewer: "The authors should include 5 additional control variables."
  Response: "We appreciate this suggestion. We have added controls for
            age and income, which are theoretically motivated (p. 15).
            We could not include education, occupation, and region
            because [specific reason]. However, we now discuss this
            limitation in Section 5.2."

Respectful disagreement (provide evidence):
  Reviewer: "The sample is too small to draw any conclusions."
  Response: "We understand this concern. However, our power analysis
            (now included as Supplementary Table S1) shows that our
            sample of N=85 provides 80% power to detect a medium
            effect (d=0.5) at alpha=0.05. Furthermore, our primary
            effect sizes were large (d=0.8-1.2), well above the
            detectable threshold. We have added this justification
            to Section 3.1 (p. 8)."
```

### Golden Rules for Rebuttals

```
DO:
  - Thank reviewers (sincerely, not sarcastically)
  - Address EVERY comment, even minor ones
  - Quote the reviewer's comment verbatim before responding
  - Be specific about what changed and where (page/section numbers)
  - Provide evidence for disagreements (citations, analyses, data)
  - Run additional analyses when requested if feasible
  - Use a respectful, professional tone throughout
  - Keep responses concise but thorough

DO NOT:
  - Ignore any comment (even if trivial)
  - Be defensive or dismissive
  - Argue from authority ("We are experts in this area")
  - Lie about changes you did not actually make
  - Attack the reviewer's competence
  - Submit essentially the same manuscript with a new cover letter
```

## Handling Difficult Reviews

### When a Reviewer Is Wrong

```
Situation: The reviewer misunderstood your method.
Strategy: Clarify without blaming the reviewer.

Bad: "The reviewer clearly did not read our paper carefully."

Good: "We appreciate this comment and recognize that our
      description of the method may not have been sufficiently
      clear. We have rewritten Section 3.2 to clarify that
      [explanation]. The key distinction is [point], which we
      now make explicit on p. 10."
```

### When a Reviewer Requests Impossible Changes

```
Situation: The reviewer asks for data you do not have.
Strategy: Acknowledge, explain constraints, offer alternatives.

Response: "This is an excellent suggestion that would strengthen
          the study. Unfortunately, our dataset does not include
          [variable] because [reason]. As an alternative, we have
          [what you did instead]. We have also added this as a
          limitation and future direction (Section 5.3, p. 18)."
```

## Organizing a Major Revision

### Workflow for Revision

```
1. Read ALL reviews completely before making any changes
2. Create a spreadsheet categorizing each comment:
   - Reviewer, comment number, category, difficulty, action
3. Address easy changes first (typos, formatting, missing refs)
4. Tackle substantive comments in order of importance
5. Run any new analyses requested by reviewers
6. Revise the manuscript with tracked changes
7. Write the response letter point by point
8. Have a co-author review both the response and revised manuscript
9. Submit within the deadline (ask for extension if needed)
```

## Cover Letter for Resubmission

The cover letter to the editor should briefly summarize the major changes, highlight the most significant improvements, and note any 
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-08 · audit v0.4.1 · source sha e1ba289846fdfull audit observations/trust-audit/skill/brycewang-stanford__rebuttal-writing-guide.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-08e1ba289846fdSAFEB89first audit
06

Questions

What does the Rebuttal Writing Guide skill do?

🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.

Is Rebuttal Writing Guide safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Rebuttal Writing Guide access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does Rebuttal Writing Guide work with?

Its documentation mentions openclaw. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (e1ba289846fd), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.

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