europepmc-search SKILL.md skillA
europepmc-search from ethanyoq/skill-hub is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ethanyoq/skill-hub/europepmc-search@git:20260912.c74de71Pins git:20260912.c74de71 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ethanyoq/skill-hub
- Path
archives/user-installed-skills/europepmc-search/92dc3a06bb453e44/europepmc-search/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260912.c74de71, committed Sep 12, 2026
- Size
- 15,435 bytes
- Repository stars
- 11
- License
- MIT
Europe PMC RESTful Web Service 多源文献聚合检索原子 skill。**使用本 skill 进行医学文献广召回 / RAG 知识库构建 / 跨库聚合 / 预印本扫描 / 全文链接发现**。一次调用同时召回 PubMed (MED) + PMC + AGRICOLA + CABI + 预印本(bioRxiv / medRxiv / ChemRxiv / Research Square)+ NCBI Bookshelf + 专利,自动按 PMID/PMCID/DOI 三级去重,返回完整元数据(全文 OA 链接、citations、grants 资助信息)。**定位:广召回 · 多源 · RAG 友好**(与 pubmed-eutils 互补 — 后者做单源精准官方检索 + Clinical Queries;本 skill 做"撒网"式多源聚合)。触发词:Europe PMC / EuropePMC / 多源文献聚合 / 广召回 / RAG 召回 / RAG 知识库 / 预印本搜索 / preprint search / bioRxiv / medRxiv /…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# europepmc-search Europe PMC RESTful Web Service 的薄封装。**一次请求 = 多源召回**:PubMed(MED)、PubMed Central(PMC)、AGRICOLA(AGR)、CABI(CBA)、预印本(PPR,涵盖 bioRxiv/medRxiv/ChemRxiv/arXiv 生命科学子集/Research Square/SSRN/Preprints.org)、专利(PAT)、NCBI Bookshelf(NBK)、ETHOS 论文集等。 跨平台 Python(Windows / macOS / Linux 均可),无需 Anaconda 锁定环境。 ## 1. 何时使用本 skill | 场景 | 用本 skill | 应改用 | |------|-----------|------| | RAG 知识库构建,需"撒网"式广召回 | ✅ | — | | 同时要 PubMed + 预印本 | ✅ | — | | 拿 DOI 反查全文 OA 链接 | ✅ | — | | 找特定基金(NIH/NSFC/Wellcome)资助的研究 | ✅(`grant_id`) | — | | 只要 PubMed 官方源 + Clinical Queries | ❌ | `pubmed-eutils` | | 抽取已知 PMCID 的全文 XML / 段落 | ❌ | `bioc-fulltext-fetch` | | 临床试验注册号检索 | ❌ | `clinical-trials-v2` | | 实体(基因/疾病/化合物)关联 | ❌ | `pubtator-entity-search` | | 给文献排 GRADE 等级 | ❌ | `medical-evidence-grading` | | 报告 Appendix C 终态参考文献 | ❌ | `evidence-appendix-sync` | **与 pubmed-eutils 的差异化(必读)**: - pubmed-eutils:PubMed **单源** · Clinical Queries · MeSH 精准 · PubDate 严格范围 → **高精准** - europepmc-search:**多源聚合** + 自动去重 + 全文链接 + citations metadata → **高召回** …
Read the whole file at its exact version.
How to install
mdr add ethanyoq/skill-hub/europepmc-search@sha256:c2312cf567babbbdThe line at the top of this page pins the label git:20260912.c74de71, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_w3iwso6pt2zgurpy)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 12, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (15435 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
ethanyoq/skill-hub · 11 stars · license MIT · pushed 2026-11-07 · branch mine
API
GET https://markdownregistry.com/api/v1/artifacts/art_w3iwso6pt2zgurpy GET https://markdownregistry.com/api/v1/resolve?ref=ethanyoq/skill-hub/europepmc-search GET https://markdownregistry.com/api/v1/blob/c2312cf567babbbd6f475ab0b83827b83685ee21b2143ac9ffc3fe6a7f41d63a
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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