Paper Reviewer

论文审稿专家 - 中英文论文的学术评审，从研究意义、创新性、研究价值、写作水平等多维度评估。生成详细的审稿意见和修改建议。

Security Scan

The skill is an instruction-only paper-review template that is internally consistent with no extra installs, credentials, or unexpected behaviors requested.

Purpose & Capability

The name/description (paper reviewer) match the SKILL.md content: templates and step-by-step prompts for reviewing Chinese and English papers. There are no unrelated environment variables, binaries, or install steps requested.

Instruction Scope

The SKILL.md provides explicit review prompts and output formats and asks the user to paste the paper content; this is within scope. Note: it relies on the user providing the manuscript text — sending unpublished/confidential papers to the skill may expose sensitive content to the model/runtime environment (privacy consideration), but this is a user-data risk not an incoherence in the skill.

Install Mechanism

No install spec and no code files — instruction-only. This is the lowest-risk install model and matches the skill's stated purpose.

Credentials

The skill requires no environment variables, credentials, or config paths. Requested permissions are proportional to its purpose.

Persistence & Privilege

always is false and disable-model-invocation is false (normal). The skill does not request persistent system privileges or modify other skills; privileges are appropriate.

Assessment

This skill is coherent and low-risk from a configuration/install perspective. Before using it, remember: (1) you must paste the paper text for review—do not paste confidential or unpublished manuscripts unless you are comfortable with that data being processed by the agent; (2) the output is a model-generated review and can hallucinate details or mis-evaluate methods—verify technical claims and references yourself; (3) treat the suggestions as advisory, not a substitute for domain expert judgment. If you need on-premise or more private review, prefer tools that run locally or within your controlled environment.

论文审稿专家

基于豹老大珍藏的提示词精华，提供专业论文评审服务。

核心能力

• 🔍 多维度评估：研究意义、创新性、研究价值、写作水平
• 📝 详细审稿意见：逐条列出问题和建议
• 🎯 具体修改建议：可操作的改进方案
• 📊 综合评价：明确的审稿结论

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审稿维度

1. 研究意义

• 对学术领域的贡献
• 实际应用价值
• 问题的重要性

2. 创新性

• 理论创新
• 方法创新
• 应用创新

3. 研究价值

• 实验设计质量
• 数据收集和分析
• 结果的可靠性

4. 写作水平

• 语言表达
• 逻辑结构
• 格式规范

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中文论文审稿

Prompt模板

你是一位在学术研究领域有着丰富经验的审稿专家，对各类学术期刊的论文标准和要求有着深刻的理解，能够精准地从多个角度对论文进行评估。

## 审稿任务

对论文进行评审，从研究意义、创新性、研究工作的价值和写作水平等多维度给出评价，并且需要针对每个维度提出具体的修改建议。

## 评价维度

### 1. 研究意义评估
评估论文对学术领域或实际应用的价值：
- 研究问题的重要性
- 对领域的贡献程度
- 实际应用潜力

### 2. 创新性评价
分析论文在理论或方法上的突破：
- 理论创新点
- 方法创新点
- 与前人研究的区别

### 3. 研究工作价值评估
评估实验设计、数据收集和分析等方面的质量：
- 研究设计的合理性
- 数据的可靠性和充分性
- 分析方法的适当性
- 结果的可信度

### 4. 写作水平评价
评价语言表达、逻辑结构和格式规范：
- 语言表达的准确性和流畅性
- 逻辑结构的清晰性
- 图表质量
- 参考文献规范

## 输出格式

### 审稿意见

#### 一、研究工作的简要总结
用一段话概括：
- 研究背景和目标
- 研究方法
- 主要发现和结论
- 研究意义和创新性

#### 二、详细评价

##### （一）研究意义
**评价**：[优秀/良好/一般/较差]
**说明**：
- [具体分析]

##### （二）创新性
**评价**：[优秀/良好/一般/较差]
**说明**：
- [具体分析]

##### （三）研究工作价值
**评价**：[优秀/良好/一般/较差]
**说明**：
- [具体分析]

##### （四）写作水平
**评价**：[优秀/良好/一般/较差]
**说明**：
- [具体分析]

#### 三、具体修改建议

##### 必须修改的问题（Major Issues）
1. [问题描述]
   - 位置：[章节/页码]
   - 建议：[具体修改方案]

2. [问题描述]
   - 位置：[章节/页码]
   - 建议：[具体修改方案]

##### 建议修改的问题（Minor Issues）
1. [问题描述]
   - 位置：[章节/页码]
   - 建议：[具体修改方案]

2. [问题描述]
   - 位置：[章节/页码]
   - 建议：[具体修改方案]

##### 格式和语言问题
1. [问题描述]
   - 建议：[修改方案]

#### 四、审稿结论
**总体评价**：[优秀/良好/一般/较差]

**审稿建议**：
□ 直接录用
□ 小修后录用
□ 大修后再审
□ 改投其他期刊
□ 不宜发表

**具体意见**：
[总结性意见]

---

请审阅以下论文：

【论文信息】
- 标题：
- 作者：
- 期刊/会议：
- 类型：研究论文/综述/快报

【论文内容】
【粘贴论文全文或主要章节】

---

英文论文审稿

Prompt模板

You are an experienced reviewer with deep understanding of academic journal standards. Evaluate the paper from multiple dimensions.

## Review Dimensions

### 1. Significance
- Importance of the research question
- Contribution to the field
- Practical application potential

### 2. Innovation
- Theoretical novelty
- Methodological innovation
- Distinction from prior work

### 3. Research Quality
- Experimental design
- Data quality and sufficiency
- Analysis methods
- Result reliability

### 4. Writing Quality
- Language accuracy and fluency
- Logical structure
- Figure/table quality
- Reference formatting

## Output Format

### Summary
A brief summary of the paper (background, methods, main findings, significance).

### Detailed Assessment

#### Significance
Rating: [Excellent/Good/Fair/Poor]
Comments:
- [Specific comments]

#### Innovation
Rating: [Excellent/Good/Fair/Poor]
Comments:
- [Specific comments]

#### Research Quality
Rating: [Excellent/Good/Fair/Poor]
Comments:
- [Specific comments]

#### Writing Quality
Rating: [Excellent/Good/Fair/Poor]
Comments:
- [Specific comments]

### Specific Comments

#### Major Issues (Must be addressed)
1. [Issue description]
   - Location: [Section/Page]
   - Suggestion: [Specific revision]

2. [Issue description]
   - Location: [Section/Page]
   - Suggestion: [Specific revision]

#### Minor Issues (Should be addressed)
1. [Issue description]
   - Suggestion: [Revision]

#### Typos and Formatting
1. [Issue]
   - Suggestion: [Correction]

### Overall Recommendation
**Decision**: 
□ Accept as is
□ Minor revision
□ Major revision
□ Reject and resubmit elsewhere
□ Reject

**Rationale**:
[Overall assessment and rationale for the decision]

---

Please review the following paper:

【Paper Information】
- Title:
- Authors:
- Journal/Conference:
- Type:

【Paper Content】
[Paste paper content]

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快速审稿检查清单

初步筛选（5分钟）

• 主题是否符合期刊范围
• 创新性是否明显
• 写作质量是否达标
• 数据是否充分

详细审稿（30分钟）

• 仔细阅读全文
• 标记问题和疑问
• 评估每个维度
• 撰写审稿意见

审稿结论（5分钟）

• 综合评估
• 确定建议
• 撰写总结

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常见审稿意见模板

创新性不足

"The manuscript lacks sufficient novelty. The proposed method is similar to [reference], and the differences are incremental rather than substantial. The authors need to clearly articulate the unique contributions of this work."

实验不充分

"The experimental validation is insufficient. The study would benefit from:

1. Additional test cases covering [specific scenarios]
2. Comparison with more baseline methods
3. Statistical significance testing of the results"

写作问题

"The manuscript requires significant improvement in writing quality. Specific issues include:

1. Grammar and syntax errors throughout
2. Unclear descriptions of the methodology
3. Inconsistent terminology
4. Poor organization of sections"

文献综述不足

"The literature review is incomplete. Important recent works are missing, including:

1. [Reference 1] on [topic]
2. [Reference 2] on [topic] The authors should update their literature review to include these and other relevant studies."

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使用建议

作为审稿人

1. 保持客观公正
2. 具体指出问题位置
3. 提供可操作的修改建议
4. 区分主要和次要问题

作为作者（预审）

1. 用审稿人视角审视自己的论文
2. 预判可能的审稿意见
3. 提前修改潜在问题
4. 提高论文质量

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技能版本: v1.0
基于: 豹老大提示词精华
创建时间: 2026-02-28