malue-ai/literature-reviewer
instances/xiaodazi/skills/literature-reviewer/SKILL.md
Compare and analyze multiple academic papers or documents. Generate literature review tables, identify research gaps, and summarize key findings.
$ install --global
skillsauthnpx skillsauth add malue-ai/dazee-small literature-reviewerInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Last scanned: Apr 6, 2026, 10:56 PM163.7s1 file scanned
SKILL.md
- name:
- literature-reviewer
- description:
- Compare and analyze multiple academic papers or documents. Generate literature review tables, identify research gaps, and summarize key findings.
- dependency_level:
- builtin
- os:
- [common]
- backend_type:
- local
- user_facing:
- true
多文献对比分析
对比分析多篇论文或文档，生成文献综述表格，发现研究空白。
使用场景
- 用户说「帮我对比一下这几篇论文」
- 用户需要写文献综述
- 用户想了解某个领域的研究现状
工作流程
输入方式
- 用户提供文本：直接粘贴论文摘要或全文
- 用户提供文件：PDF/Word 文件路径（配合 PDF 读取类 Skill）
- 用户提供论文标题/ID：配合 paper-search / arxiv-search 获取
分析流程
输入：2-10 篇论文/文档
↓
1. 提取每篇的核心信息
- 研究问题
- 方法/技术路线
- 主要发现/结论
- 数据集/实验规模
- 局限性
↓
2. 生成对比表格
↓
3. 分析共性与差异
↓
4. 发现研究空白
↓
5. 输出综述报告
输出格式
对比表格
## 文献对比
| 维度 | 论文 A | 论文 B | 论文 C |
|------|--------|--------|--------|
| 研究问题 | ... | ... | ... |
| 方法 | ... | ... | ... |
| 数据集 | ... | ... | ... |
| 主要发现 | ... | ... | ... |
| 局限性 | ... | ... | ... |
| 年份 | 2024 | 2025 | 2025 |
综述报告
## 文献综述
### 1. 研究现状
[共性总结]
### 2. 方法演进
[技术路线对比和演进关系]
### 3. 主要分歧
[不同论文的结论差异]
### 4. 研究空白
[现有研究未覆盖的领域]
### 5. 未来方向
[基于分析的研究建议]
时间线视图
## 研究时间线
2023.03 → 论文 A：首次提出 XXX 方法
2023.09 → 论文 B：在 A 基础上改进了 YYY
2024.02 → 论文 C：发现 A 和 B 的方法在 ZZZ 场景下失效
2024.11 → 论文 D：提出统一框架解决上述问题
输出规范
- 文献 ≤ 3 篇：直接生成对比表格 + 简要分析
- 文献 4-10 篇：先让用户确认分析维度，再生成
- 表格列宽自适应，内容简洁（每格不超过 30 字）
- 引用格式：[作者, 年份] 或 [论文简称]
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