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SkillHub ClubAnalyze Data & AIData / AI

single-cell-preprocessing-with-omicverse

This skill provides step-by-step instructions for preprocessing single-cell RNA-seq data using the omicverse library. It covers QC, normalization, HVG selection, and embedding generation across CPU, mixed CPU-GPU, and GPU environments. Includes defensive checks for clustering and batch-aware HVG selection patterns.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
875
Hot score
99
Updated
March 20, 2026
Overall rating
A8.2
Composite score
6.7
Best-practice grade
N/A

Install command

npx @skill-hub/cli install starlitnightly-omicverse-single-preprocessing
single-cell-analysisbioinformaticsdata-preprocessinggpu-accelerationpython

Repository

Starlitnightly/omicverse

Skill path: .claude/skills/single-preprocessing

This skill provides step-by-step instructions for preprocessing single-cell RNA-seq data using the omicverse library. It covers QC, normalization, HVG selection, and embedding generation across CPU, mixed CPU-GPU, and GPU environments. Includes defensive checks for clustering and batch-aware HVG selection patterns.

Open repository

Best for

Primary workflow: Analyze Data & AI.

Technical facets: Data / AI.

Target audience: AI/ML teams looking for install-ready agent workflows..

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: Starlitnightly.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install single-cell-preprocessing-with-omicverse into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/Starlitnightly/omicverse before adding single-cell-preprocessing-with-omicverse to shared team environments
  • Use single-cell-preprocessing-with-omicverse for ai/ml workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

single-cell-preprocessing-with-omicverse | SkillHub