Manage annotated data matrices for single-cell genomics using the AnnData Python package.
npx skills add https://github.com/yf8578/clawomics --skill anndata-yf8578
Please help me install this Agent Skill. Skill: anndata Source: https://github.com/yf8578/clawomics/tree/main/skills/anndata Command: npx skills add https://github.com/yf8578/clawomics --skill anndata-yf8578
This Skill provides a standardized and efficient way to handle annotated data matrices, particularly for single-cell genomics, enabling seamless data manipulation and integration within the scverse ecosystem.
Load the AnnData object from 'data.h5ad' and print its shape.
High-intent search queries and answers about installing and using this skill.
Single-cell genomics data is stored using an annotated data matrix structure that holds experimental measurements in X alongside observation (obs) and variable (var) metadata for integrated analysis.
Yes, you can read and write large single-cell datasets in formats like h5ad and zarr. It supports a backed mode to efficiently handle large-scale experimental data without loading everything into memory.
The best way to filter and normalize single-cell RNA-seq data is by using annotated data matrices to subset cells based on quality metrics, transform counts, and save processed results.
Yes, this annotated data matrix format integrates seamlessly with the scverse ecosystem, including Scanpy, enabling smooth transitions to downstream analysis workflows like normalization and clustering.
Supported file formats for importing and exporting annotated data matrices include h5ad, zarr, and CSV, providing flexible I/O operations for single-cell genomics experimental data.
You can concatenate multiple single-cell datasets by using annotated data matrix manipulation functions to merge observations, variables, and layers across different experimental batches.
AgentPMTParse CSV, HTML, JSON, ICS, spreadsheets, PDFs, and RTF into structured JSON.
ilove323Filter low-quality cells in single-cell RNA-seq data using MAD-based thresholds.
jackspaceManage annotated data matrices with AnnData for single-cell genomics analysis.
Estrella-231Load and manage annotated data matrices from h5ad and zarr files.
