majiayu000/claude-arsenal
xiaohongshu
xiaohongshu
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文獻搜尋技能 (Literature Search)
literature-search
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 r...
SKILL.md
Full skill instructions
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")
相關技能
literature-filter- 過濾與確認文獻literature-retrieval- 組合技能：搜尋 + 過濾
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