single-cell-rna-qc
About
This skill performs automated quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse/scanpy best practices. It applies MAD-based filtering to remove low-quality cells and generates comprehensive QC visualizations and metrics. Use it when developers need to assess data quality, filter cells, or follow standard single-cell analysis workflows.
Quick Install
Claude Code
Recommendednpx skills add NeverSight/skills_feed -a claude-code/plugin add https://github.com/NeverSight/skills_feedgit clone https://github.com/NeverSight/skills_feed.git ~/.claude/skills/single-cell-rna-qcCopy and paste this command in Claude Code to install this skill
GitHub Repository
Frequently asked questions
What is the single-cell-rna-qc skill?
single-cell-rna-qc is a Claude Skill by NeverSight. Skills package instructions and resources that Claude loads on demand, so Claude can perform single-cell-rna-qc-related tasks without extra prompting.
How do I install single-cell-rna-qc?
Use the install commands on this page: add single-cell-rna-qc to Claude Code as a plugin, or clone its repository into your skills directory, then restart Claude so it picks up the skill.
What category does single-cell-rna-qc belong to?
single-cell-rna-qc is in the Design category, tagged design and data.
Is single-cell-rna-qc free to use?
Yes. single-cell-rna-qc is listed on AIMCP and free to install. It runs inside Claude, so no separate service account is required to use the skill itself.
Related Skills
Use the executing-plans skill when you have a complete implementation plan to execute in controlled batches with review checkpoints. It loads and critically reviews the plan, then executes tasks in small batches (default 3 tasks) while reporting progress between each batch for architect review. This ensures systematic implementation with built-in quality control checkpoints.
This skill dispatches a code-reviewer subagent to analyze code changes against requirements before proceeding. It should be used after completing tasks, implementing major features, or before merging to main. The review helps catch issues early by comparing the current implementation with the original plan.
This skill provides a comprehensive guide for developers to connect MCP servers to Claude Code using HTTP, stdio, or SSE transports. It covers installation, configuration, authentication, and security for integrating external services like GitHub, Notion, and custom APIs. Use it when setting up MCP integrations, configuring external tools, or working with Claude's Model Context Protocol.
This skill helps developers choose between Claude Code Web and CLI interfaces based on task analysis, then enables seamless session teleportation between these environments. It optimizes workflow by managing session state and context when switching between web, CLI, or mobile. Use it for complex projects requiring different tools at various stages.