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.
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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.
What LobsterBio - Use can do for your AI workflow
Biological data using lobster directly from your Claude conversation
Works across Claude, Cursor, OpenClaw β install once, use everywhere
Trusted by 1,169+ developers worldwide
One-command installation β no complex setup required
Combine with other skills to build powerful multi-step AI workflows
Try these prompts with your AI agent after installing LobsterBio - Use
Help me get started with LobsterBio - Use
Explains what LobsterBio - Use does, walks through the setup, and runs a quick demo based on your current project
Use LobsterBio - Use to analyze biological data using Lobster AI β single-cell RNA-seq, bul...
Invokes LobsterBio - Use with the right parameters and returns the result directly in the conversation
What can I do with LobsterBio - Use in my data & analytics workflow?
Lists the top use cases for LobsterBio - Use, with example commands for each scenario
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LobsterBio - Use extends your AI assistant with the ability to 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. Rather than leaving your conversation to handle this manually, you can ask your Claude agent directly β and it will take care of the task end-to-end, using LobsterBio - Use as its underlying capability.
LobsterBio - Use works across Claude, Cursor, OpenClaw through the Model Context Protocol (MCP) β an open standard that lets AI clients share tools and skills without lock-in. Because MCP is platform-agnostic by design, you install LobsterBio - Use once and it becomes available across all your AI clients. Whether you're working in Claude for focused sessions or Cursor for integrated workflows, the skill behaves consistently.
To install LobsterBio - Use, copy the skill folder to `~/.claude/skills/lobster-bio-use/` for use across all your projects, or `.claude/skills/lobster-bio-use/` for a single project. Restart Claude and the skill is immediately active β invoke it with `/lobster-bio-use` or just describe your goal and the AI will pick it up automatically.
LobsterBio - Use has been installed 1,169 times, making it one of the more actively used skills in the Data & Analytics category. The install rate suggests it solves a real, recurring need rather than a niche edge case. The source code is open on GitHub β you can inspect it, contribute fixes, or fork it to adapt the skill for your specific setup. Like all skills on DiscoverAISkills, it is free to install and use. The broader AI skills ecosystem continues to expand as developers contribute new capabilities across categories like developer tools, data analysis, writing, automation, and more.
Place the skill folder at ~/.claude/skills/lobster-bio-use/ for personal use (all projects), or .claude/skills/lobster-bio-use/ for project-specific use. Restart your AI client, then invoke with /lobster-bio-use or let the AI discover it automatically.
LobsterBio - Use supports Claude, Cursor, OpenClaw. It integrates seamlessly with these AI platforms to extend their capabilities.
LobsterBio - Use is free to install. Check the repository for licensing information.
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.
Lobster
Lobster workflow runtime for deterministic pipelines with approval gates. Use when: (1) Running multi-step automations that need human approval before side effects, (2) Monitoring PRs/issues for changes, (3) Processing data through typed JSON pipelines, (4) Email triage or batch operations, (5) Any workflow that should halt and ask before acting. Lobster saves tokens by running deterministic pipelines instead of re-planning each step.
Lobster Workflows
Transform OpenClaw cron jobs into Lobster workflows. Analyze, inspect, and validate job migrations. Use when converting automations to deterministic, approval-gated workflows with resume capabilities.
lobsterpot
Category
πData & AnalyticsLinks
Automate my data & analytics tasks using LobsterBio - Use
Identifies repetitive steps in your workflow and sets up LobsterBio - Use to handle them automatically
LobsterBio - Use is categorized under Data & Analytics. These skills help AI agents perform specialized tasks in this domain.
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