Dados e Análise

Goalie-specific analysis for NHL: leaderboard rankings, workload tracking, starter identification, tandem splits, and matchup history. Includes xG-adjusted metrics -- GSAA, xSV%, HDSA% -- that predict future performance. Use when user asks about goalie stats, save percentage, GAA, quality starts, goalie fatigue, back-to-back starts, or which goalie is starting tonight. Do not use for skater stats

Use when the user asks to describe, summarize, analyze, compare, explain, or report on something (text, data, events, systems) without asking for recommendations or next steps.

SDK do Azure Cosmos DB para Rust (API NoSQL). Use para operações CRUD de documentos, consultas, contêineres e dados distribuídos globalmente.

Analyze spatial transcriptomics data to map gene expression in tissue architecture. Supports 10x Visium, MERFISH, seqFISH, Slide-seq, and imaging-based platforms. Performs spatial clustering, domain identification, cell-cell proximity analysis, spatial gene expression patterns, tissue architecture mapping, and integration with single-cell data. Use when analyzing spatial transcriptomics datasets,

Publication-quality visualizations for biomedical and genomics data. Use when creating volcano plots, heatmaps, UMAP plots, dot plots, survival curves, forest plots, or multi-panel figures. Includes scanpy, matplotlib, seaborn, plotly workflows with journal-ready aesthetics and proper statistical annotations.

AI-powered codebase security scanner that reasons about code like a security researcher — tracing data flows, understanding component interactions, and catching vulnerabilities that pattern-matching tools miss. Use this skill when asked to scan code for security vulnerabilities, find bugs, check for SQL injection, XSS, command injection, exposed API keys, hardcoded secrets, insecure dependencies,

Consulte moléculas bioativas ChEMBL e dados de descoberta de medicamentos. Pesquise compostos por estrutura/propriedades, recupere dados de bioatividade (IC50, Ki) e realize estudos de SAR para química medicinal.

Uma biblioteca Python abrangente para astronomia e astrofísica. Utilize-a para trabalhar com dados astronômicos, incluindo transformações de coordenadas, conversões de unidades, manipulação de arquivos FITS e cálculos cosmológicos.

Reviews SQL queries and DataFrame operations for optimization opportunities including predicate pushdown, partition pruning, column projection, and join ordering. Activates when users write DataFusion queries or experience slow query performance.

This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working with temporal data, sequential patterns, or time-indexed observations requiring specialized algorithms beyond standard ML approaches. Particularly suited for univariate and multivariate time series a

Aplique uma metodologia de ciência de dados disciplinada, tratando-a como um processo. Use esta skill para qualquer tarefa de ciência de dados, como EDA, limpeza, engenharia de features, modelagem, previsões, classificação, forecasting, pipelines de ML, ou quando Python/pandas/scikit forem mencionados.

Migrate editor setup from Cursor to VS Code. Cleans old VS Code data, copies settings/keybindings from Cursor, removes Cursor-specific config keys, and installs all extensions fresh. Use when switching from Cursor to VS Code.