pubmed-quick-search
Quick literature search using unified_search. Triggers: 搜尋, 找論文, search papers, find articles, PubMed, 文獻搜尋, 快速搜尋
Best use case
pubmed-quick-search is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Quick literature search using unified_search. Triggers: 搜尋, 找論文, search papers, find articles, PubMed, 文獻搜尋, 快速搜尋
Teams using pubmed-quick-search should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/pubmed-quick-search/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How pubmed-quick-search Compares
| Feature / Agent | pubmed-quick-search | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Quick literature search using unified_search. Triggers: 搜尋, 找論文, search papers, find articles, PubMed, 文獻搜尋, 快速搜尋
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# 快速文獻搜尋
## 描述
用 unified_search 做第一輪文獻探索。它會自動分析查詢、選擇來源、合併去重,適合快速確認某個主題是否有研究、有哪些代表性文章,以及是否值得進一步做系統性搜尋。
## 觸發條件
- 「幫我找...的論文」
- 「有沒有關於...的文章」
- 「先快速搜尋一下...」
- 「search papers about...」
- 「find articles on...」
---
## 核心工具
```python
unified_search(
query="remimazolam ICU sedation",
limit=10,
ranking="balanced",
output_format="markdown"
)
```
### 參數重點
- `query`: 自然語言、Boolean 查詢、或包含 ICD 代碼的查詢都可以
- `limit`: 每個來源最多取回幾篇
- `sources`: 可指定 `pubmed,openalex,semantic_scholar,europe_pmc,crossref`
- `ranking`: `balanced`, `impact`, `recency`, `quality`
- `filters`: 以逗號分隔的篩選條件
- `options`: 額外旗標,例如預印本、是否深搜等
> 快速搜尋時,優先使用自然語言 + `filters`。只有在需要精細組裝查詢時,才切到系統性搜尋 skill。
---
## 最常用範例
### 1. 一般主題搜尋
```python
unified_search(query="remimazolam ICU sedation", limit=10)
```
### 2. 最近幾年的臨床研究
```python
unified_search(
query="diabetes treatment",
limit=20,
ranking="quality",
filters="year:2020-2025, species:humans, clinical:therapy"
)
```
### 3. 看最新研究
```python
unified_search(
query="lung cancer liquid biopsy",
limit=15,
ranking="recency"
)
```
### 4. 看高影響力文獻
```python
unified_search(
query="CAR-T therapy lymphoma",
limit=15,
ranking="impact"
)
```
### 5. 限定來源
```python
unified_search(
query="CRISPR gene therapy",
sources="pubmed,openalex,europe_pmc",
limit=20
)
```
### 6. 納入預印本
```python
unified_search(
query="COVID-19 vaccine efficacy",
limit=20,
options="preprints"
)
```
---
## `filters` 速查
```python
filters="year:2020-2025, age:aged, sex:female, species:humans, lang:english, clinical:therapy"
```
### 可用欄位
- `year`: `2020-2025`, `2020-`, `-2025`, `2024`
- `age`: `newborn`, `infant`, `preschool`, `child`, `adolescent`, `young_adult`, `adult`, `middle_aged`, `aged`, `aged_80`
- `sex`: `male`, `female`
- `species`: `humans`, `animals`
- `lang`: `english`, `chinese` 等
- `clinical`: `therapy`, `therapy_narrow`, `diagnosis`, `diagnosis_narrow`, `prognosis`, `etiology` 等
---
## `options` 速查
```python
options="preprints, shallow"
```
### 常用旗標
- `preprints`: 納入 arXiv、medRxiv、bioRxiv
- `all_types`: 放寬 peer-reviewed 限制
- `no_oa`: 不做 OA 連結補強
- `no_analysis`: 不顯示查詢分析
- `no_scores`: 不顯示分數
- `no_relax`: 關閉零結果時的自動放寬
- `shallow`: 關閉深搜,速度較快
---
## 查詢不確定時
先分析,不要直接盲搜:
```python
analyze_search_query(query="remimazolam vs propofol for ICU sedation")
```
如果需要 MeSH、同義詞、建議查詢,再用:
```python
generate_search_queries(topic="remimazolam ICU sedation")
```
---
## 搜尋後常見下一步
1. 讀細節:`fetch_article_details(pmids="12345678")`
2. 找相似研究:`find_related_articles(pmid="12345678")`
3. 看誰引用它:`find_citing_articles(pmid="12345678")`
4. 抓全文:`get_fulltext(pmid="12345678")`
5. 匯出引用:`prepare_export(pmids="last", format="ris")`
---
## 什麼時候不要停在這個 skill
- 需要 MeSH 與同義詞完整展開:改用 `pubmed-systematic-search`
- 是臨床比較問題:改用 `pubmed-pico-search`
- 需要全文、圖表、PDF:改用 `pubmed-fulltext-access`Related Skills
pubmed-search-mcp-harness
Cline harness for PubMed Search MCP. Triggers: pubmed search, literature search, unified_search, pipeline, fulltext, release checklist, Cline.
pubmed-systematic-search
Comprehensive search using generate_search_queries and unified_search. Triggers: 系統性搜尋, 完整搜尋, 文獻回顧, systematic search, comprehensive, MeSH expansion, 同義詞
pubmed-pico-search
Agent-guided PICO clinical question search using parse_pico handoff and unified_search. Triggers: PICO, 臨床問題, A比B好嗎, treatment comparison, clinical question, 療效比較
pubmed-paper-exploration
Deep exploration from a key paper using related, citing, reference, and citation tree tools. Triggers: 這篇論文的相關研究, 誰引用這篇, 類似文章, related articles, citation tree, paper exploration
pubmed-multi-source-search
Cross-database search using unified_search across academic sources. Triggers: 跨資料庫, multi-source, Semantic Scholar, OpenAlex, CORE, Europe PMC, 綜合搜尋
pubmed-mcp-tools-reference
Complete reference for all 46 PubMed Search MCP tools. Triggers: 工具列表, all tools, 完整功能, tool reference, 有哪些工具
pubmed-gene-drug-research
Gene, compound, and variant research using search_gene, search_compound, and search_clinvar. Triggers: 基因, gene, 藥物, drug, compound, PubChem, ClinVar, 變異, variant, 臨床意義
pubmed-fulltext-access
Full text access using get_fulltext, figure extraction, and institutional link tools. Triggers: 全文, fulltext, PDF, open access, 免費下載, PMC, 開放取用
academic-figure-drawing-harness
Codex drawing harness integration. Triggers: 繪圖, draw, figure, chart, plot, mermaid, SVG, Gemini, graph, 生成圖表.
zotero-keeper-harness
Cline harness for Zotero Keeper and the bundled VS Code extension. Triggers: zotero keeper, zotero mcp, full check, release checklist, workflow, vsix, Cline.
llm-wiki-builder
Build or refresh Foam-compatible LLM wikis from Zotero, PubMed, documents, and local Markdown notes using a multi-tool workflow.
asset-aware-mcp-harness
Cline harness for this repo (rules + workflows + checks). Triggers: cline harness, full check, release checklist, workflow, 文檔工作流, DFM, citation-ready.