Scientific Lipidomics

Lipidomics

Lipidomics skill. Lipid species identification, quantification, lipid class profiling, lipidome-wide association, and lipidomics pathway analysis.

Use This Skill When

• Lipid species identification.
• Quantification.
• Lipid class profiling.
• Lipidome-wide association.
• Lipidomics pathway analysis.

Required Inputs

• Research objective, decision target, or hypothesis.
• Available data, source constraints, and domain assumptions.
• Required outputs, success metrics, and deadline or reproducibility constraints.

Workflow

1. Confirm scope, assumptions, and the exact artifact set to save.
2. Apply the narrowest domain method that answers the request with defensible evidence.
3. Save code, tables, figures, and intermediate outputs to files instead of chat-only output.