bio-machine-learning-atlas-mapping
Maps query single-cell data to reference atlases using scArches transfer learning with scVI and scANVI models. Transfers cell type labels without retraining on combined data. Use when annotating new single-cell datasets using pre-trained reference models.
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Install this skill
Run this command in your terminal. No account required — it auto-detects your AI tool and installs the skill file.
npx @skills-hub-ai/cli install openclaw-medical-bio-machine-learning-atlas-mappingSetup by platform
Install
One-click setup for your editorRun in your project root
npx @skills-hub-ai/cli install openclaw-medical-bio-machine-learning-atlas-mapping --target claude-codeInstructions
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Frequently asked questions about bio-machine-learning-atlas-mapping
What does the bio-machine-learning-atlas-mapping skill do?
Maps query single-cell data to reference atlases using scArches transfer learning with scVI and scANVI models. Transfers cell type labels without retraining on combined data. Use when annotating new single-cell datasets using pre-trained reference models. It's a reusable SKILL.md instruction set that loads into your AI coding assistant on demand, no prompt engineering, no copy-pasting every session.
How do I install the bio-machine-learning-atlas-mapping skill?
Run `npx @skills-hub-ai/cli install openclaw-medical-bio-machine-learning-atlas-mapping` from your terminal. The CLI writes the SKILL.md to the correct location for your AI tool (e.g. ~/.claude/skills/openclaw-medical-bio-machine-learning-atlas-mapping/ for Claude Code or ~/.cursor/skills/ for Cursor with --target cursor) and adds it to your project's .skills.json lockfile.
Which AI tools does bio-machine-learning-atlas-mapping work with?
bio-machine-learning-atlas-mapping runs in Claude Code. It follows the open Agent Skills standard (SKILL.md), so the same skill works in every supported tool without modification.
Is the bio-machine-learning-atlas-mapping skill free?
Yes. Every skill on skills-hub.ai is free and open-source. There are no premium tiers, paywalls, or usage limits. You only pay for whatever AI assistant you're already using.
How do I use bio-machine-learning-atlas-mapping after installing it?
In Claude Code, type `/openclaw-medical-bio-machine-learning-atlas-mapping` (or whatever slash command the skill registers) and the AI follows the skill's instructions immediately. You can also reference it by name in natural language, your AI loads the skill into context when relevant.
Can I share the bio-machine-learning-atlas-mapping skill with my team?
Yes. Commit your project's .skills.json lockfile and teammates run `npx @skills-hub-ai/cli install` (no args) to install every skill at the exact version you pinned. Organization-scoped installs work via skills-hub.ai organizations.