Skill UI

Implement Great Expectations, dbt tests, and data contracts to validate critical datasets, automate CI/CD checks, and guard production pipelines with orchestrated monitoring and remediation.

Turns raw analytics into structured narratives with storytelling and visualization frameworks for executive briefings, quarterly reviews, investor decks, and non-technical audiences, guiding insights to actionable recommendations.

LaminDB is an open-source biology data framework that keeps scRNA-seq, spatial, flow cytometry, and other datasets queryable, traceable, and FAIR; it versions artifacts, tracks workflow lineage, validates schemas, links ontologies, and plugs into Nextflow, MLflow, and W&B for reproducible research.

Assess scientific claims by reviewing study design, statistical validity, and bias using GRADE and Cochrane frameworks, helping researchers or reviewers grade evidence quality and spot methodological flaws before drawing conclusions.