What problem does it solve?
This Skill helps turn scattered biomedical data files into a structured, discoverable data package ready for agent-based standardization and alignment, without modifying the source file contents.
Core Features & Use Cases
- File Discovery and Download: Locate and download supported files from sources such as GEO, including supplementary datasets and metadata.
- Data Classification: Organize files as observations, variables, matrices, libraries, or other informational resources, with feature spaces assigned where appropriate.
- Collection Assembly: Create datasets and collections, coalesce files into a consistent directory layout, and write a manifest that records the package structure.
- Use Case: Prepare a GEO single-cell experiment by downloading its data, extracting observation and variable tables from an AnnData file, adding publication metadata, and packaging everything for downstream harmonization.
Quick Start
Provide a dataset URL or local path and ask the skill to download the relevant files, organize them into datasets with appropriate tags, and create the collection manifest.