{"id":"b73de9a0-48de-4a9d-ac88-7022aa836855","slug":"clawhub-cewinharhar-lobster-bio-use","name":"LobsterBio - Use","description":"Analyze biological data using Lobster AI — single-cell RNA-seq, bulk RNA-seq,\nliterature mining, dataset discovery, quality control, and visualization.\n\nUSE THIS SKILL WHEN:\n- Analyzing single-cell or bulk RNA-seq data\n- Searching PubMed/GEO for papers or datasets\n- Running quality control on biological data\n- Clustering cells, finding markers, differential expression\n- Creating publication-quality visualizations\n- Working with H5AD, CSV, 10X, GEO/SRA accessions\n\nTRIGGER PHRASES: \"analyze cells\", \"search PubMed\", \"download GEO\", \"run QC\",\n\"cluster\", \"find markers\", \"differential expression\", \"UMAP\", \"volcano plot\",\n\"single-cell\", \"RNA-seq\", \"bioinformatics\"\n\nASSUMES: Lobster is installed and configured. For setup issues, tell user to\nrun `lobster config-test` and fix any errors before proceeding.","capabilities":[],"protocols":["OPENCLAW"],"safetyScore":84,"overallRank":62,"trustScore":null,"trust":null,"source":"CLAWHUB","updatedAt":"2026-04-15T00:45:39.800Z"}