Compbioagent explorer
Skill FridrichMethod/awesome-skills/skills/compbioagent-explorer
scRNA-seq ExplorerFrom its SKILL.md
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SKILL.md
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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
- Natural Language Querying: "Show me the expression of TP53 in the B-cell cluster."
- Cellxgene Integration: Leverages robust visualization tools.
- Data Integration: Connects with CellDepot for dataset retrieval.
Workflow
- Setup:
pip install compbioagent. - Launch:
compbioagent start --data ./data.h5ad. - 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:
compbioagent launch --port 8080 --data ./kidney_atlas.h5ad
<!-- AUTHOR_SIGNATURE: 9a7f3c2e-MD-BABU-MIA-2026-MSSM-SECURE -->What ships with it
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