Use Case
Stop doing repetitive data & analytics tasks manually. LobsterBio - Use lets your AI agent handle them automatically through natural conversation. Analyze biological data using Lobster AI β 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. This guide shows practical examples of using LobsterBio - Use to automate common data & analytics workflows and save hours every week.
Install LobsterBio - Use: npx clawhub@latest --dir ~/.claude/skills install lobster-bio-use
Identify the repetitive data & analytics tasks you want to automate
Describe the task to your AI in plain English
LobsterBio - Use will execute the task and return results directly in the chat
Chain multiple tasks: ask your AI to run a sequence of operations
Copy these prompts and use them with your AI agent after installing LobsterBio - Use
Automate my data & analytics tasks using LobsterBio - Use
What repetitive tasks can LobsterBio - Use handle for me?
Set up a workflow that runs LobsterBio - Use every morning
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install lobster-bio-useOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install lobster-bio-useβ οΈ Requires Node.js 18+. No Node? Use Option 2 below to download the ZIP instead. Install Node.js β
Option 2: Manual install (no Node required)
Download the ZIP, extract it, and place the folder at the path below. Restart your agent to activate.
Install path
~/.claude/skills/lobster-bio-use/π‘Extract and place the folder at the path above, then restart your agent.