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Data & AI

Manages experiment execution on the TACC Vista HPC cluster. Handles SSH access verification, code synchronization via rsync or git, SLURM job submission, and result retrieval. Use when tasks require GPU or high-performance compute that cannot be run locally.

Data & AI

Supplies a comprehensive reference map for DataFusion and DeltaLake APIs, with strict rules to avoid guessing interfaces. Helps navigate local reference files and apply existing patterns in this repository when using these tools.

Data & AI

Domain expertise for planning offshore geotechnical analyses, including soil classification (USCS, CPT), foundation design method selection, pile and anchor capacity calculations, on-bottom stability, and scour prediction. Helps engineers select appropriate methods and standards (API, DNV, ISO) for geotechnical element sizing and parameter derivation from CPT or borehole data.

Data & AI

Interrogates OnlyFans data and analytics via the OnlyFansAPI.com platform. Retrieves revenue summaries across all models, identifies top performers, and analyzes conversion rates for free trial and tracking links. Helpful for agency owners or managers who need to monitor model performance and link effectiveness.

Data & AI

This skill calls protein-RNA binding site peaks from aligned CLIP-seq data using tools such as CLIPper, PureCLIP, or Piranha. It is used after read alignment to identify RBP binding regions before downstream analysis.

Data & AI

Expert in building scalable ML infrastructure and automation pipelines across cloud platforms. Covers the complete MLOps lifecycle including pipeline orchestration, experiment tracking, model versioning, and CI/CD for models. Useful for tasks involving production ML systems, model deployment, and workflow automation.

Data & AI

Generates bar, line, pie, scatter, and histogram charts from CSV, JSON, or query results. Supports inline data, file input, or piping from other commands, with options for titles and output file paths.

Data & AI

Provides data validation patterns for custom business rules, including validation functions, test assertions, and schema evolution. Useful for data engineers building validation pipelines with checks like duplicates, referential integrity, and date ranges.

Data & AI

Comprehensive executive intelligence for the manufacturing industry, covering automotive, aerospace, industrial equipment, and consumer goods. It supports C-suite decisions on strategy, operations, supply chain, and Industry 4.0 transformation.

Data & AI

Specialized in designing batch and streaming data pipelines, building data warehouses or lakehouses, and implementing data quality and governance. Use this skill when building scalable data infrastructure with tools like Apache Spark, dbt, Airflow, Kafka, and cloud-native services. It helps ensure reliable, performant, and cost-effective data solutions with proper monitoring and lineage.

Data & AI

Load, clean, and analyze datasets of various formats. Create visualizations, detect patterns, and build predictive models using statistical methods. Ideal for exploratory data analysis, time series forecasting, and generating professional reports.

Data & AI

CLI assistant to manage and query a local database of academic papers using the `papi` command. Supports listing, searching (exact text, BM25, hybrid), showing summaries/equations, and adding papers via arXiv ID or PDF. Use before MCP RAG tools for fast, low-cost lookups.