Agent skill

pubmed-systematic-search

使用 MeSH 詞彙擴展和同義詞來執行完整的系統性搜尋,適合文獻回顧或需要全面涵蓋的研究。

majiayu000534★ · 1 repos on radarProfile →
claude-codeMIT
Install
npx skills add majiayu000/claude-skill-registry --skill pubmed-systematic-search --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 2
SKILL.md size: 5 KB
Bundled scripts: none
Path: skills/analysis/pubmed-systematic-search/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 534
Language: HTML

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

--- name: pubmed-systematic-search description: Comprehensive systematic search using MeSH and synonyms. Triggers: 系統性搜尋, 完整搜尋, 文獻回顧, systematic search, comprehensive, MeSH expansion, 同義詞 --- # 系統性文獻搜尋 ## 描述 使用 MeSH 詞彙擴展和同義詞來執行完整的系統性搜尋,適合文獻回顧或需要全面涵蓋的研究。 ## 觸發條件 - 「系統性搜尋」、「完整搜尋」、「文獻回顧」 - 「找所有關於...的論文」 - 「comprehensive search」、「systematic review」 - 提到 MeSH、同義詞、專業搜尋策略 --- ## 工作流程 ``` ┌─────────────────────────────────────────────────────────────┐ │ Step 1: generate_search_queries(topic) │ │ → 取得 MeSH 詞彙 + 同義詞 + 建議查詢 │ └─────────────────────────┬───────────────────────────────────┘ │ ┌─────────────────────────▼───────────────────────────────────┐ │ Step 2: search_literature() × N (並行執行多個策略) │ │ → 標題搜尋、標題/摘要、MeSH、同義詞搜尋 │ └─────────────────────────┬───────────────────────────────────┘ │ ┌─────────────────────────▼───────────────────────────────────┐ │ Step 3: merge_search_results() │ │ → 合併 + 去重 + 標記高相關性文章 │ └─────────────────────────────────────────────────────────────┘ ``` --- ## Step 1: 產生搜尋素材 ```python generate_search_queries(topic="remimazolam ICU sedation") ``` ### 回傳內容: ```json { "corrected_topic": "remimazolam icu sedation", // 拼字校正後 "mesh_terms": [ { "input": "remimazolam", "pre

What's inside
Steps it walks through
  1. 描述
  2. 觸發條件
  3. 工作流程
  4. Step 1: 產生搜尋素材
  5. 回傳內容:
  6. Step 2: 並行執行搜尋
  7. Step 3: 合併結果
  8. MeSH 擴展的價值
  9. 為什麼需要 MeSH?
  10. Query Analysis 的價值
  11. 搜尋策略選項
  12. 進階臨床篩選 (Phase 2.1 新功能)
  13. 可用的進階篩選
  14. 完整範例
Ships with 1 file
  • metadata.json
More from claude-skill-registry
All skills →
About this skill
What does the pubmed-systematic-search skill do?

使用 MeSH 詞彙擴展和同義詞來執行完整的系統性搜尋,適合文獻回顧或需要全面涵蓋的研究。

How do I install it?

Run `npx skills add majiayu000/claude-skill-registry --skill pubmed-systematic-search --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going