When should I use literature-search?

literature-search is useful in the following scenarios: • Systematic Literature Reviews: Conduct comprehensive, high-precision searches using MeSH term expansion and multi-strategy merging to ensure exhaustive coverage of a research topic. • Evidence-Based Research: Quickly identify high-impact clinical or scientific studies by sorting results based on the Relative Citation Ratio (RCR) and other citation metrics. • Reference Management Automation: Seamlessly bridge the gap between discovery and organization by batch importing discovered articles directly into Zotero collections. • Academic Trend Monitoring: Efficiently track new publications in specific fields like anesthesiology or AI by performing targeted, automated searches with customized filters.

literature-search

from u9401066

Search and retrieve academic literature from multiple databases.LOAD THIS SKILL WHEN: User says "搜尋文獻", "search literature", "find papers", "PubMed", "學術搜尋" | needs to find research articles | starting literature review.CAPABILITIES: PubMed search, MeSH term expansion, citation metrics, batch retrieval.

⭐0stars🔀0forks📁View on GitHub🕐Updated Dec 23, 2025

When & Why to Use This Skill

This Claude skill automates the discovery and retrieval of academic literature from major databases like PubMed. It empowers researchers with advanced capabilities such as MeSH (Medical Subject Headings) term expansion for precise querying, citation metric analysis (RCR) for quality assessment, and direct integration with Zotero for streamlined reference management and bibliography organization.

Use Cases

Systematic Literature Reviews: Conduct comprehensive, high-precision searches using MeSH term expansion and multi-strategy merging to ensure exhaustive coverage of a research topic.
Evidence-Based Research: Quickly identify high-impact clinical or scientific studies by sorting results based on the Relative Citation Ratio (RCR) and other citation metrics.
Reference Management Automation: Seamlessly bridge the gap between discovery and organization by batch importing discovered articles directly into Zotero collections.
Academic Trend Monitoring: Efficiently track new publications in specific fields like anesthesiology or AI by performing targeted, automated searches with customized filters.

name	literature-search
description	\|
LOAD THIS SKILL WHEN	User says "搜尋文獻", "search literature", "find papers", "PubMed", "學術搜尋" \| needs to find research articles \| starting literature review.
CAPABILITIES	PubMed search, MeSH term expansion, citation metrics, batch retrieval.

name

literature-search

description

LOAD THIS SKILL WHEN

User says "搜尋文獻", "search literature", "find papers", "PubMed", "學術搜尋" | needs to find research articles | starting literature review.

CAPABILITIES

PubMed search, MeSH term expansion, citation metrics, batch retrieval.

文獻搜尋技能 (Literature Search)

描述

使用多種 MCP Tools 搜尋學術文獻，支援關鍵字搜尋、MeSH 詞彙擴展、引用指標排序。

觸發條件

「搜尋文獻」「找論文」「PubMed 搜尋」
"search papers", "find articles", "literature search"
開始文獻回顧或系統性評讀

可用 Tools

MCP Tools (pubmed-search)

Tool	用途	參數
`search_literature`	基本搜尋	query, limit, min_year, article_type
`generate_search_queries`	MeSH 詞彙擴展	topic
`merge_search_results`	合併多次搜尋結果	results_json
`get_citation_metrics`	取得引用指標 (RCR)	pmids, sort_by
`fetch_article_details`	取得文章詳細資訊	pmids

MCP Tools (zotero-keeper)

Tool	用途	參數
`check_articles_owned`	檢查是否已收藏	pmids
`batch_import_from_pubmed`	批次匯入到 Zotero	pmids, collection_name

執行流程

1. 快速搜尋模式

用戶提供關鍵字
    ↓
search_literature(query, limit=20)
    ↓
返回 PMID 清單 + 摘要

2. 精確搜尋模式 (推薦用於系統性回顧)

用戶提供主題
    ↓
generate_search_queries(topic)  ← 取得 MeSH 詞彙
    ↓
選擇最佳搜尋策略
    ↓
search_literature(query=MeSH_query)
    ↓
get_citation_metrics(pmids, sort_by="relative_citation_ratio")
    ↓
返回按 RCR 排序的結果

3. 多策略合併模式

# 並行執行多個搜尋策略
results = []
results.append(search_literature(query="keyword1"))
results.append(search_literature(query="keyword2"))
results.append(search_literature(query="MeSH[Mesh]"))

# 合併並去重
merged = merge_search_results(results)
# high_relevance_pmids = 出現在多個搜尋結果中的文章

輸出格式

## 搜尋結果摘要

- **搜尋策略**: [描述使用的策略]
- **總筆數**: N 篇
- **高相關性**: M 篇 (出現在多個搜尋中)

### 文獻清單

| # | PMID | 標題 | 年份 | RCR | 
|---|------|------|------|-----|
| 1 | 12345678 | Title... | 2024 | 2.5 |
| 2 | ... | ... | ... | ... |

使用範例

範例 1：快速搜尋

用戶：「搜尋 remimazolam 在 ICU 的應用」
執行：search_literature(query="remimazolam ICU", limit=15)

範例 2：精確搜尋

用戶：「我要做 AI 麻醉的系統性回顧」
執行：
1. generate_search_queries("artificial intelligence anesthesiology")
2. search_literature(query='"Artificial Intelligence"[MeSH] AND "Anesthesiology"[MeSH]')
3. get_citation_metrics(pmids="last", sort_by="relative_citation_ratio")