Build a Data Schematic with its Data Dictionary beside it — an interactive qsv viz smart dashboard driven by an LLM-inferred JSON Schema data dictionary, browsable in-page next to the charts. Use when the user asks for a Data Schematic, a visual data…
Prepare a qsv release by bumping versions across all files and updating changelog
Prepare an MCP server and plugin release by bumping versions across all files and updating changelog
Build an interactive HTML dashboard — a Data Schematic — with charts, filters, and tables. Use when creating a dashboard, an executive overview with KPI cards, turning query results into a shareable self-contained report, building a team monitoring snapshot,…
Quality dimensions quick reference and remediation decision tree for tabular data assessment
Create publication-quality visualizations from CSV/TSV/Excel data using Python
Standard disclaimer and attribution templates for AI-generated or AI-assisted data analysis outputs
Standard workflow order, tool selection matrix, and composition patterns for qsv CSV data wrangling