lit-review

仓库创建 2026年2月7日最近提交 1 个月前SkillHot 收录 20 天前
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高效产出主题聚类与差距分析,适合写综述和准备研究背景

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这个 Skill 做什么

对指定主题进行结构化文献检索、聚类综述并提取引用与研究空白

对某个研究主题做结构化的文献检索与综述:找相关论文、做主题聚类、提取引用并生成 BibTeX-ready 条目,最后指出研究空白和趋势。适合写论文、做背景调研或快速了解某领域时用。输出把文献按主题和重要性整理好,方便直接用于写作或立项参考。

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Structured literature search + synthesis with citation extraction, thematic clustering, and gap identification. Use when user says "find papers on X", "do a lit review", "what's the literature on...", "summarize what we know about...", "where's the gap in this field", "review recent work on Y". Produces a written review with BibTeX-ready citations. Uses WebSearch/WebFetch for recent work.

研究检索文献综述引文提取差距识别通用
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# Literature Review

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

**Input:** `$ARGUMENTS` — a topic, paper title, research question, or phenomenon to investigate.

---

## Steps

1. **Parse the topic** from `$ARGUMENTS`. If a specific paper is named, use it as the anchor.

2. **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

3. **Organize findings** into these categories:
   - **Theoret
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