Atlas / Skills / brycewang-stanford / Response To Reviewers

Response To ReviewersSAFE

skills/brycewang-stanford/response-to-reviewers

🔬 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: response-to-reviewers
description: "Write effective point-by-point responses to peer reviewer comments for revisions"
metadata:
  openclaw:
    emoji: "✉️"
    category: "writing"
    subcategory: "composition"
    keywords: ["response to reviewers", "revision letter", "point-by-point response", "cover letter writing", "manuscript revision"]
    source: "wentor"
---

# Response to Reviewers Guide

A skill for crafting professional, thorough responses to peer reviewer comments during manuscript revision. Covers structure, tone, strategies for handling difficult comments, and templates for common revision scenarios.

## Response Document Structure

### Standard Format

```
Dear Editor,

Thank you for the opportunity to revise our manuscript entitled "[Title]"
(Manuscript ID: [ID]). We appreciate the constructive feedback from the
reviewers and have carefully addressed all comments. Below, we provide
a point-by-point response to each comment.

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

All changes in the revised manuscript are highlighted in blue.

---

REVIEWER 1

Comment 1.1: [Quote or paraphrase the reviewer's comment]

Response: [Your response]
[Reference to specific changes: "We have revised Section 3.2,
paragraph 2 (lines 145-158) to address this concern."]

Comment 1.2: ...

---

REVIEWER 2

Comment 2.1: ...

---

We believe these revisions have substantially strengthened the manuscript
and hope you find it suitable for publication in [Journal Name].

Sincerely,
[Authors]
```

## Response Strategy Framework

```python
def classify_reviewer_comment(comment: str) -> dict:
    """
    Classify a reviewer comment to determine the appropriate response strategy.

    Returns strategy recommendation for each comment type.
    """
    strategies = {
        'factual_error': {
            'description': 'Reviewer points out a genuine error',
            'strategy': 'Acknowledge, correct, and thank the reviewer',
            'template': 'We thank the reviewer for identifying this error. '
                       'We have corrected [specific change] in [location].',
            'tone': 'grateful'
        },
        'clarification_needed': {
            'description': 'Reviewer misunderstood due to unclear writing',
            'strategy': 'Rewrite the unclear section; do not blame the reviewer',
            'template': 'We appreciate this comment and recognize that our original '
                       'wording was unclear. We have revised [section] to clarify that...',
            'tone': 'constructive'
        },
        'additional_analysis': {
            'description': 'Reviewer requests new analyses or experiments',
            'strategy': 'Perform if feasible; explain limitations if not',
            'template': 'We have performed the requested analysis. [Results]. '
                       'These results are now presented in [Figure/Table X].',
            'tone': 'responsive'
        },
        'methodological_concern': {
            'description': 'Reviewer questions methodology',
            'strategy': 'Provide justification with references; add robustness checks',
            'template': 'This is an excellent point. Our methodological choice was based on '
                       '[rationale + citation]. As a robustness check, we have also...',
            'tone': 'scholarly'
        },
        'scope_expansion': {
            'description': 'Reviewer asks to expand beyond paper scope',
            'strategy': 'Acknowledge value; explain scope boundaries respectfully',
            'template': 'We agree this is an interesting direction. However, this analysis '
                       'is beyond the scope of the current study because [reason]. '
                       'We have added this as a direction for future research in the Discussion.',
            'tone': 'respectful_boundary'
        },
        'disagreement': {
            'description': 'You disagree with the reviewer substantively',
            'strategy': 'Present evidence-based counter-argument respectfully',
            'template': 'We appreciate this perspective. After careful consideration, '
                       'we respectfully maintain our original interpretation because [evidence]. '
                       'However, we have added a discussion of this alternative view in [section].',
            'tone': 'diplomatic'
        }
    }

    # Simple keyword-based classification
    comment_lower = comment.lower()
    if any(w in comment_lower for w in ['error', 'mistake', 'incorrect', 'wrong']):
        return strategies['factual_error']
    elif any(w in comment_lower for w in ['unclear', 'confusing', 'what do you mean']):
        return strategies['clarification_needed']
    elif any(w in comment_lower for w in ['additional', 'also analyze', 'please include']):
        return strategies['additional_analysis']
    elif any(w in comment_lower for w in ['method', 'approach', 'why did you']):
        return strategies['methodological_concern']
    elif any(w in comment_lower for w in ['beyond', 'also consider', 'broader']):
        return strategies['scope_expansion']
    else:
        return strategies['clarification_needed']  # default safe strategy
```

## Handling Difficult Situations

### When You Disagree with a Reviewer

Never dismiss a reviewer's concern outright. The formula:

```
1. Acknowledge the reviewer's point
   "We appreciate this thoughtful observation."

2. Present your reasoning with evidence
   "Our approach is supported by [Author, Year] who demonstrated..."

3. Show you have considered the alternative
   "We have added a paragraph discussing this alternative interpretation
    (Section 4.3, lines 312-325)."

4. Offer a compromise when possible
   "As a compromise, we have added a sensitivity analysis using the
    reviewer's suggested approach, which yields consistent results
    (Supplementary Table S3)."
```

### W
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__response-to-reviewers.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 Response To Reviewers 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 Response To Reviewers 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 Response To Reviewers access on my machine?

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

Which assistants does Response To Reviewers 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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