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…

Langue du texte source : anglais

release-prep

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

Langue du texte source : anglais

mcp-release-prep

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

Langue du texte source : anglais

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,…

Langue du texte source : anglais

data-quality

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

Langue du texte source : anglais

data-viz

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

Langue du texte source : anglais

genai-disclaimer

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

Langue du texte source : anglais

csv-wrangling

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

Langue du texte source : anglais

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.

Langue du texte source : anglais

csv-query

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

Langue du texte source : anglais

data-clean

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

Langue du texte source : anglais

data-convert

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

Langue du texte source : anglais

data-describe

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

Langue du texte source : anglais

data-join

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

Langue du texte source : anglais

data-profile

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

Langue du texte source : anglais

data-validate

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

Langue du texte source : anglais

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.

Langue du texte source : anglais

qsv-performance

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

Langue du texte source : anglais

reproducible-analysis

Machine-readable journal format for reproducible data analysis operations

Langue du texte source : anglais

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…

Langue du texte source : anglais