Skill UI

Automates ROC curve plotting tasks in ML training, guiding data prep, model training, tuning, tracking, and code generation for production-ready results.

Automated guidance for SQL transform helper tasks within data pipelines, covering ETL, data transformation, workflow orchestration, and streaming, while following best practices, generating production-ready code, and validating results.

BGPT Paper Search queries the remote MCP server to retrieve structured experimental data from full-text studies, returning methods, results, sample sizes, quality scores, and conclusions for efficient literature reviews and evidence synthesis.

PyDESeq2 brings DESeq2-style differential expression to Python, letting you load bulk RNA-seq counts, filter low-count genes, model single/multi-factor designs, run Wald tests with FDR correction, optionally shrink log-fold changes, and export results for pandas/AnnData workflows.

Processes machine learning experiment outputs to build comparison tables, compute statistics, and surface insights with recommendations for follow-up trials whenever users ask to analyze results or make comparisons.

Searches arXiv for topics or IDs, lists results with metadata, downloads PDFs into a local library, and summarizes titles, authors, categories, abstracts, and contributions for easy literature review.

Analyzes Excel and CSV uploads with DuckDB, inspecting schemas, running SQL, summarizing statistics, and exporting results so users can explore structured data efficiently.