dathere/qsv

visual-data-dictionary

Build a Visual Data Dictionary — an interactive qsv viz smart dashboard (a Data Schematic) driven by an LLM-inferred JSON Schema data dictionary, with the dictionary browsable beside the charts. Use when the user asks for a visual data dictionary, a…

原文语言：英语

release-prep

Prepare a qsv release by bumping versions across all files and updating changelog

原文语言：英语

mcp-release-prep

Prepare an MCP server and plugin release by bumping versions across all files and updating changelog

原文语言：英语

build-dashboard

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,…

原文语言：英语

data-quality

Quality dimensions quick reference and remediation decision tree for tabular data assessment

原文语言：英语

data-viz

Create publication-quality visualizations from CSV/TSV/Excel data using Python

原文语言：英语

genai-disclaimer

Standard disclaimer and attribution templates for AI-generated or AI-assisted data analysis outputs

原文语言：英语

csv-wrangling

Standard workflow order, tool selection matrix, and composition patterns for qsv CSV data wrangling

原文语言：英语

review-respond

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.

原文语言：英语

csv-query

Run SQL queries against CSV/TSV/Excel files using Polars SQL engine

原文语言：英语

data-clean

Clean a CSV/TSV/Excel file - fix headers, trim whitespace, remove duplicates, validate

原文语言：英语

data-convert

Convert between CSV, TSV, Excel, JSONL, Parquet, and other tabular formats

原文语言：英语

data-describe

Generate AI-powered Data Dictionary, Description, and Tags for a CSV/TSV/Excel file

原文语言：英语

data-join

Join two datasets with automatic strategy selection (joinp vs join vs sqlp)

原文语言：英语

data-profile

Profile a CSV/TSV/Excel file - detect format, compute statistics, show value distributions

原文语言：英语

data-validate

Validate data and analysis before sharing - methodology, accuracy, bias, and data quality checks

原文语言：英语

infer-ontology

Infer a semantic ontology from all files in the working directory - entities, attributes, relationships, domain taxonomy, and cross-file join paths. Outputs ONTOLOGY.md.

原文语言：英语

qsv-performance

Performance guide covering index files, stats cache, and frequency cache accelerators for qsv

原文语言：英语

reproducible-analysis

Machine-readable journal format for reproducible data analysis operations

原文语言：英语

bls-query

Queries U.S. Bureau of Labor Statistics data using the BLS MCP server. Use when user asks about CPI, inflation, unemployment, employment, wages, jobs, labor statistics, producer prices, or any economic indicator tracked by BLS. Maps natural language to…

原文语言：英语