发现和使用优秀的技能扩展
使用Lobster AI分析生物数据——单细胞RNA测序、批量RNA测序、文献挖掘、数据集发现、质量控制和可视化。
当出现以下情况时使用此技能:
- 分析单细胞或批量RNA测序数据
- 搜索PubMed/GEO数据库中的论文或数据集
- 对生物数据进行质量控制
- 细胞聚类、寻找标记物、差异表达分析
- 创建符合发表质量的可视化图表
- 处理H5AD、CSV、10X、GEO/SRA登录号
触发短语:“分析细胞”、“搜索PubMed”、“下载GEO”、“运行QC”、“聚类”、“寻找标记物”、“差异表达”、“UMAP”、“火山图”、“单细胞”、“RNA测序”、“生物信息学”
前提条件:已安装并配置Lobster。若遇到设置问题,请告诉用户运行`lobster config-test`并修复所有错误后再继续。
Analyze biological data using Lobster AI — single-cell RNA-seq, bulk RNA-seq,
literature mining, dataset discovery, quality control, and visualization.
USE THIS SKILL WHEN:
- Analyzing single-cell or bulk RNA-seq data
- Searching PubMed/GEO for papers or datasets
- Running quality control on biological data
- Clustering cells, finding markers, differential expression
- Creating publication-quality visualizations
- Working with H5AD, CSV, 10X, GEO/SRA accessions
TRIGGER PHRASES: "analyze cells", "search PubMed", "download GEO", "run QC",
"cluster", "find markers", "differential expression", "UMAP", "volcano plot",
"single-cell", "RNA-seq", "bioinformatics"
ASSUMES: Lobster is installed and configured. For setup issues, tell user to
run `lobster config-test` and fix any errors before proceeding.