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npx versuz@latest install freedomintelligence-openclaw-medical-skills-skills-compbioagent-explorergit clone https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.gitcp OpenClaw-Medical-Skills/SKILL.MD ~/.claude/skills/freedomintelligence-openclaw-medical-skills-skills-compbioagent-explorer/SKILL.md<!-- # COPYRIGHT NOTICE # This file is part of the "Universal Biomedical Skills" project. # Copyright (c) 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu> # All Rights Reserved. # # This code is proprietary and confidential. # Unauthorized copying of this file, via any medium is strictly prohibited. # # Provenance: Authenticated by MD BABU MIA --> --- name: compbioagent-explorer description: scRNA-seq Explorer keywords: - single-cell - visualization - web-app - cellxgene - exploration measurable_outcome: Launch a local web instance for interactive scRNA-seq exploration and generate 3+ custom visualizations per session. license: MIT metadata: author: CompBioAgent Team version: "1.0.0" compatibility: - system: Python 3.9+ allowed-tools: - run_shell_command - web_fetch --- # CompBioAgent (Single-Cell Explorer) An LLM-powered web application for single-cell RNA-seq data exploration, integrating with CellDepot and Cellxgene VIP. ## When to Use * **Interactive Exploration**: When you need to visually explore a dataset without writing code. * **Hypothesis Generation**: Quickly checking expression of specific markers across clusters. * **Sharing**: Presenting data to non-computational collaborators. ## Core Capabilities 1. **Natural Language Querying**: "Show me the expression of TP53 in the B-cell cluster." 2. **Cellxgene Integration**: Leverages robust visualization tools. 3. **Data Integration**: Connects with CellDepot for dataset retrieval. ## Workflow 1. **Setup**: `pip install compbioagent`. 2. **Launch**: `compbioagent start --data ./data.h5ad`. 3. **Interact**: Open the local URL (e.g., http://localhost:8050) and chat with the agent to generate plots. ## Example Usage **User**: "Launch the explorer for my kidney dataset." **Agent Action**: ```bash compbioagent launch --port 8080 --data ./kidney_atlas.h5ad ``` <!-- AUTHOR_SIGNATURE: 9a7f3c2e-MD-BABU-MIA-2026-MSSM-SECURE -->