lit-review

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🇺🇸

Original

English

🇨🇳

Translation

Chinese

Literature Review

文献综述

Conduct a structured literature search and synthesis on the given topic.

Input:

$ARGUMENTS

— a topic, paper title, research question, or phenomenon to investigate.

针对给定主题进行结构化的文献检索与综述。

输入：

$ARGUMENTS

— 需研究的主题、论文标题、研究问题或现象。

Steps

步骤

Parse the topic from
```
$ARGUMENTS
```
. If a specific paper is named, use it as the anchor.
Search for related work using available tools:
- Check
```
master_supporting_docs/supporting_papers/
```
  for uploaded papers
- Use
```
WebSearch
```
  to find recent publications (if available)
- Use
```
WebFetch
```
  to access working paper repositories (if available)
- Read any existing
```
.bib
```
  file for papers already in the project
Organize findings into these categories:
- Theoretical contributions — models, frameworks, mechanisms
- Empirical findings — key results, effect sizes, data sources
- Methodological innovations — new estimators, identification strategies, inference methods
- Open debates — unresolved disagreements in the literature
Identify gaps and opportunities:
- What questions remain unanswered?
- What data or methods could address them?
- Where do findings conflict?
Extract citations in BibTeX format for all papers discussed.

Save the report to

quality_reports/lit_review_[sanitized_topic].md

解析主题：从
```
$ARGUMENTS
```
中提取研究主题。若指定了特定论文，则将其作为核心参考。
检索相关研究：使用可用工具进行检索：
- 查看
```
master_supporting_docs/supporting_papers/
```
  目录下的已上传论文
- 使用
```
WebSearch
```
  查找近期发表的文献（若可用）
- 使用
```
WebFetch
```
  访问预印本论文库（若可用）
- 读取项目中已有的
```
.bib
```
  文件获取已收录的论文
整理研究结果：将发现归类为以下类别：
- 理论贡献 — 模型、框架、机制
- 实证发现 — 关键结果、效应量、数据来源
- 方法创新 — 新估计方法、识别策略、推断方法
- 争议问题 — 文献中尚未解决的分歧
识别研究缺口与机会：
- 哪些问题仍未得到解答？
- 哪些数据或方法可以解决这些问题？
- 研究结果存在哪些冲突？
提取引文：以BibTeX格式提取所有讨论过的论文的引文信息。

保存报告：将报告保存至

quality_reports/lit_review_[sanitized_topic].md

Output Format

输出格式

markdown

undefined

markdown

undefined

Literature Review: [Topic]

文献综述: [主题]

Date: [YYYY-MM-DD] Query: [Original query from user]

日期: [YYYY-MM-DD] 查询词: [用户原始查询内容]

Summary

综述摘要

[2-3 paragraph overview of the state of the literature]

[2-3段关于文献现状的概述]

Key Papers

重点论文

[Author (Year)] — [Short Title]

[作者（年份）] — [简短标题]

Main contribution: [1-2 sentences]
Method: [Identification strategy / data]
Key finding: [Result with effect size if available]
Relevance: [Why it matters for our research]

[Repeat for 5-15 papers, ordered by relevance]

核心贡献: [1-2句话]
研究方法: [识别策略/数据来源]
关键发现: [结果，如有效应量请注明]
相关性: [为何与本研究相关]

[按相关性排序，重复此格式展示5-15篇论文]

Thematic Organization

主题分类整理

Theoretical Contributions

理论贡献

[Grouped discussion]

[分组讨论内容]

Empirical Findings

实证发现

[Grouped discussion with comparison across studies]

[分组讨论，对比不同研究结果]

Methodological Innovations

方法创新

[Methods relevant to the topic]

[与主题相关的研究方法]

Gaps and Opportunities

研究缺口与机会

[Gap 1 — what's missing and why it matters]
[Gap 2]
[Gap 3]

[缺口1 — 缺失内容及其重要性]
[缺口2]
[缺口3]

Suggested Next Steps

建议下一步行动

[Concrete actions: papers to read, data to obtain, methods to consider]

[具体行动：需阅读的论文、需获取的数据、需考虑的方法]

BibTeX Entries

BibTeX 引文

bibtex

@article{...}

---

bibtex

@article{...}

---

Important

注意事项

Be honest about uncertainty. If you cannot verify a citation, say so.
Prioritize recent work (last 5-10 years) unless seminal papers are older.
Note working papers vs published papers — working papers may change.
Do NOT fabricate citations. If you're unsure about a paper's details, flag it for the user to verify.

如实说明不确定性：若无法验证某一引文，请明确说明。
优先近期研究（近5-10年），除非是经典的开创性论文。
区分预印本与已发表论文 — 预印本内容可能会发生变化。
禁止伪造引文：若不确定某篇论文的细节，请标记出来供用户核实。