SkillsAdd

u9401066/med-paper-assistant

parallel-search

Run multiple complementary literature searches and merge results for broad coverage. Triggers include parallel search, 並行搜尋, 廣泛搜尋.

First seen Jan 26, 2026

Installation

$ npx skills add u9401066/med-paper-assistant --skill parallel-search
View on skills.sh ↗ GitHub repository ↗

Similar popular skills

Related neighbors and high-traction skills in the same topics — useful to compare before installing.

parallel-deep-research Similar name
parallel-web/parallel-agent-skills

ONLY use when user explicitly says 'deep research', 'exhaustive', 'comprehensive report', or 't…

14K installs
parallel-web-search Similar name
parallel-web/parallel-agent-skills

DEFAULT for all research and web queries. Use for any lookup, research, investigation, or quest…

12.9K installs
parallel-web-extract Similar name
parallel-web/parallel-agent-skills

URL content extraction. Use for fetching any URL - webpages, articles, PDFs, JavaScript-heavy s…

12.1K installs
parallel-data-enrichment Similar name
parallel-web/parallel-agent-skills

Bulk data enrichment. Adds web-sourced fields (CEO names, funding, contact info) to lists of co…

12K installs
parallel-monitor Similar name
parallel-web/parallel-agent-skills

Continuously track the web for changes on a recurring cadence.

10.8K installs
parallel-findall Similar name
parallel-web/parallel-agent-skills

Discover entities (companies, people, products, etc.) matching a natural-language description.

10.8K installs

Also in this package

Other skills from u9401066/med-paper-assistant · top by installs.

npx skills add u9401066/med-paper-assistant
draft-writing 30 literature-review 29 roadmap-updater 25 project-management 25 memory-updater 25 test-generator 24 changelog-updater 23 code-reviewer 23 ddd-architect 23 readme-updater 23

Browse all from u9401066/med-paper-assistant

More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Not declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Repository health

Stars 11
License LICENSE
Default branch master
Open issues 0
Status Active

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 2,104 B
  • docs SUMMARY.md 169 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 3 installs

SKILL.md

Parallel Search Skill

觸發：並行搜尋、parallel search、批量搜尋、多組搜尋、廣泛搜尋、comprehensive search

使用 pubmed-search MCP 多次搜尋 + 合併結果，提高覆蓋率。

工具

階段 Tool 說明
搜尋 unified_search(query, limit) 每組關鍵字獨立搜尋
結果 read_session(action="pmids") 取回 PMID + 去重
Session getsessionlog() 列出搜尋歷史
儲存 savereferencemcp(pmid) 存入專案（永遠優先）

工作流

  1. 拆分關鍵字：同一主題拆 3-5 組變體（同義詞、MeSH、縮寫）
  2. 並行搜尋：每組 unified_search() 各取 20-30 篇
  3. 合併去重：read_session(action="pmids") 取回 PMID 後，以 PMID/DOI 手動比對去重
  4. 篩選：review title/abstract，標記 relevant
  5. 儲存：savereferencemcp(pmid) 存入專案
  6. 不足時擴展：選擇下方擴展策略

擴展策略

類型 適用 方法
broaden 結果太少 移除限制詞、用上位概念
narrow 結果太多 加 AND 條件、限制 study type
lateral 結果偏離 換同義詞、相關但不同角度
temporal 需歷史脈絡 分年代搜尋
citation 找到核心文獻 findrelatedarticles / findcitingarticles

Session 提示

  • search_index=-1 = 最近一次搜尋
  • query_filter="keyword" = 篩選特定搜尋
  • 搜尋結果自動暫存，用 getsessionpmids() 取回