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Batch Effect Variance Quantification

Agent skill
1 skill

Use when after running pycombat batch correction on multi-batch metabolomics feature tables when you need to validate that batch correction has successfully attenuated inter-batch intensity variance without altering the structural integrity (sample and feature counts) of the corrected table.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryGeneralStars0

About this skill

Use when after running pycombat batch correction on multi-batch metabolomics feature tables when you need to validate that batch correction has successfully attenuated inter-batch intensity variance without altering the structural integrity (sample and feature counts) of the corrected table.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
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This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

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Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 3af0b5ee2be7a7e0c5a63619b836acc4ddd6ff4262dcb8ed5012b983355690e2

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About this listing

Category
General
Reported license
Apache-2.0
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Batch Effect Variance Quantification | Agent Skills Atlas