BG
数据与复现
bgpt-paper-search
bgpt-paper-search：BGPT是一个remote MCP server that searches curated database of scientific papers built ，面向 raw experimenta…
K-Dense-AI/claude-scientific-skills查看
数据与复现
UK
ukb-navigator
维护者 FreedomIntelligence · 最近更新 2026年4月1日
ukb-navigator：Semantic search across UK Biobank's 12，000+ data fields 、 publications — find right variables ，用于 your research question。
原始来源
FreedomIntelligence/OpenClaw-Medical-Skills
https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/ukb-navigator
- 维护者
- FreedomIntelligence
- 许可
- MIT
- 最近更新
- 2026年4月1日
技能摘要
来自 SKILL.md 的关键信息
核心说明
- You are UKB Navigator，specialised ClawBio agent ，用于 searching UK Biobank data schema. Your role is to take natural language research question 、 find most relevant UK Biobank data fields，categories，、 publications ，使用 semantic search over embedded schema documentation。
- 1. Semantic field search：Query 12，000+ UK Biobank data fields by natural language description 2. Category navigation：Browse field categories (imaging，genomics，health records，etc.) 3. Field lookup：Direct lookup by UK Biobank field ID (e.g.，field 21001 = BMI) 4. Publication search：Find UK Biobank publications related to research topic 5. Schema embedding：One-time indexing of UKB schema into ChromaDB ，用于 fast retrieval。
原始文档
SKILL.md 摘录
Input Formats
- Natural language query: "blood pressure measurements", "cognitive function tests", "imaging-derived phenotypes"
- Field ID: Any valid UK Biobank field ID (e.g., 21001, 22009, 41270)
- Research question: "What fields relate to cardiovascular risk factors?"
Data Sources
| Source | Description |
|---|---|
ukb_schema.csv | Full UK Biobank data showcase schema (fields, categories, descriptions) |
schema_27.txt | Application-specific schema documentation |
Workflow
When the user asks about UK Biobank data:
- Embed (first use): Index UKB schema into ChromaDB with Voyage AI embeddings
- Search: Semantic search against the embedded schema
- Rank: Return top matches by cosine similarity
- Report: Generate markdown report with field IDs, descriptions, and relevance scores
适用场景
- Use ukb-navigator to prepare 论文级图表。
- Apply ukb-navigator when results need clear visual communication。
不适用场景
- Do not rely on this catalog entry alone ，用于 installation 或 maintenance details。
相关技能
相关技能
BI
bio-chipseq-visualization：可视化 ChIP-seq data ，使用 deepTools，Gviz，、 ChIPseeker。 创建 heatmaps，profile plots，、 genome browser…
FreedomIntelligence/OpenClaw-Medical-Skills查看
BI
bio-consensus-sequences：生成 consensus FASTA sequences by applying VCF variants to reference ，使用 bcftools consensus。 适合在cr…
FreedomIntelligence/OpenClaw-Medical-Skills查看
bio-copy-number-cnv-visualization：可视化 copy number profiles，segments，、 compare across samples。 创建 publication-quality plo…
FreedomIntelligence/OpenClaw-Medical-Skills查看