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Agent skills

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8 resources
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Agent skill

clustering

Dimensionality reduction and clustering for single-cell RNA-seq using Seurat (R) and Scanpy (Python). Use for running PCA, computing neighbors, clustering with Leiden/Louvain algorithms, generating UMAP/tSNE embeddings, and visualizing clusters. Use when performing dimensionality reduction and cl...

ClaudeCodexOpenClawData & Analytics
GPTomics898
Agent skill · Reference

Bioinformatics Analysis

Agent skill for Researcher, Data Scientist, ML / AI Engineer, published by BioTender-max. Project details and file access are provided by the publisher.

ClaudeCursorChatGPTEducation & Research
BioTender-max
Not specifiedView resource
Agent skill

Batch Integration

Integrate multiple scRNA-seq samples/batches using Harmony, scVI, Seurat anchors, and fastMNN. Remove technical variation while preserving biological differences. Use when integrating multiple scRNA-seq batches or datasets.

ClaudeCodexOpenClawData & Analytics
GPTomics898
Agent skill

Multiome Pipeline

End-to-end multiome workflow for joint scRNA-seq + scATAC-seq analysis. Covers data loading, separate modality processing, and WNN integration with Seurat/Signac. Use when analyzing joint scRNA+scATAC data.

ClaudeCodexOpenClawData & Analytics
GPTomics898
Agent skill

Single-Cell Preprocessing

Quality control, filtering, and normalization for single-cell RNA-seq using Seurat (R) and Scanpy (Python). Use for calculating QC metrics, filtering cells and genes, normalizing counts, identifying highly variable genes, and scaling data. Use when filtering, normalizing, and selecting features i...

ClaudeCodexOpenClawData & Analytics
GPTomics898
Agent skill

CellChat — Cell-Cell Communication Analysis

Infer and visualize intercellular communication from scRNA-seq with CellChat (R). Build CellChat from Seurat/counts → subset CellChatDB ligand-receptor pairs → over-expressed genes per group → communication probabilities → pathway signaling → network centrality (senders/receivers/influencers) → c...

ClaudeCodexOpenClawData & Analytics
jaechang-hits199
Agent skill

Single-Cell Data I/O

Read, write, and create single-cell data objects using Seurat (R) and Scanpy (Python). Use for loading 10X Genomics data, importing/exporting h5ad and RDS files, creating Seurat objects and AnnData objects, and converting between formats. Use when loading, saving, or converting single-cell data f...

ClaudeCodexOpenClawData & Analytics
GPTomics898
Agent skill

COPYRIGHT NOTICE

End-to-end single-cell RNA-seq workflow from 10X Genomics data to annotated cell types. Covers QC, normalization, clustering, marker detection, and cell type annotation. Use when analyzing single-cell RNA-seq data.

ClaudeCodexOpenClawData & Analytics
GPTomics898

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