Standard workflow order, tool selection matrix, and composition patterns for qsv CSV data wrangling
Respond to all pending review comments on the current PR — fetch comments, apply fixes, verify accuracy, test, commit, and reply. Use when addressing Copilot reviews, GitHub PR reviews, or any batch of review feedback.
Prepare an MCP server and plugin release by bumping versions across all files and updating changelog
Run SQL queries against CSV/TSV/Excel files using Polars SQL engine
Clean a CSV/TSV/Excel file - fix headers, trim whitespace, remove duplicates, validate
Convert between CSV, TSV, Excel, JSONL, Parquet, and other tabular formats
Generate AI-powered Data Dictionary, Description, and Tags for a CSV/TSV/Excel file
Join two datasets with automatic strategy selection (joinp vs join vs sqlp)