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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.
Validate that written content accurately reflects source materials. LOAD THIS SKILL WHEN: User says "驗證", "validate", "檢查準確性", "核對" | after writing notes/reports | ensuring content accuracy. CAPABILITIES: Source-target comparison, citation verification, fact checking, consistency check.
Filter, validate and organize literature search results. LOAD THIS SKILL WHEN: User has search results and needs to "過濾", "篩選", "filter", "選擇文獻" | reviewing search results | narrowing down papers. CAPABILITIES: Relevance filtering, duplicate detection, inclusion/exclusion criteria, Zotero integration.
Complete literature retrieval capability combining search and filter skills. LOAD THIS SKILL WHEN: User needs "文獻檢索", "找文獻", "retrieve literature", "系統性搜尋" | starting systematic review | comprehensive literature search. CAPABILITIES: Multi-database search, MeSH expansion, quality filtering, PRISMA-compliant workflow. COMPOSITE SKILL: Combines literature-search + literature-filter.
Write structured notes from source materials following academic standards. LOAD THIS SKILL WHEN: User says "寫筆記", "write notes", "摘要", "summarize", "整理重點" | has source content to summarize | creating reading notes. CAPABILITIES: Structured summaries, key point extraction, citation formatting, template-based writing.
Read and extract content from PDF files using multiple methods. LOAD THIS SKILL WHEN: User says "讀取 PDF", "read PDF", "打開論文", "看這篇" | has PDF file path | needs to extract text from PDF. CAPABILITIES: PDF to markdown conversion, text extraction, figure detection, citation extraction.
Complete report writing capability combining reading, note-taking, validation, and formatting. LOAD THIS SKILL WHEN: User needs "寫報告", "write report", "整理成報告", "產出文件" | has source materials to summarize | creating academic document. CAPABILITIES: PDF reading, structured notes, content validation, format checking. COMPOSITE SKILL: Combines pdf-reader + note-writer + content-validator + report-formatter.
| name | literature-search |
| description | 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. |
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。
| 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 |
| 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 |
用戶提供關鍵字
↓
search_literature(query, limit=20)
↓
返回 PMID 清單 + 摘要
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
# 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
## 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 | ... | ... | ... | ... |
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")
literature-filter - 過濾與確認文獻literature-retrieval - 組合技能：搜尋 + 過濾