Tag: data-processing
Statistical Data Analysis and Insight Generation
This skill loads and inspects datasets to compute comprehensive statistics, identifying patterns, anomalies, and summarizing key findings. It ensures data integrity by validating types and explicitly handling missing values.
Structured asynchronous workflow builder with Upstash
This skill provides a robust, three-layer architecture for implementing resilient asynchronous workflows using Upstash and QStash. It enforces best practices like dry-run modes, fan-out patterns, and single-item execution to manage rate lim…
Pipeline Operational Context Loader
This skill loads comprehensive operational context, including architectural rules, model selection guidelines, and critical constraints for complex data pipelines involving OCR, translation, and Lambda workers. It ensures developers are awa…
CLI Tool for Advanced Excel Automation
This tool provides a robust command-line interface for automating complex Excel operations on Windows. It supports advanced features like Power Query, DAX, and batch processing, making it ideal for CI/CD pipelines and unattended data workfl…