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dathere

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• 23 skills
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• 7 hours ago last updated

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   CSV Query · dathere

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

   Bump version, commit, tag, and create a GitHub release
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   Bench Compare · dathere

   Run before/after benchmarks comparing current branch against master
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   Scaffold Statistic · dathere

   Generate boilerplate for a new statistic following library conventions
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   Release Prep · dathere

   Prepare a qsv release by bumping versions across all files and updating changelog
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   Review Respond · dathere

   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.
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   Build Dashboard · dathere

   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, or needing multiple charts with filters in one browser-openable file.
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   Data Viz · dathere

   Create publication-quality visualizations from CSV/TSV/Excel data using Python
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   MCP Release Prep · dathere

   Prepare an MCP server and plugin release by bumping versions across all files and updating changelog
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    Bls Query · dathere bundle

    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 correct series IDs and tools. Copied from https://github.com/larasrinath/bls_mcp
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    Data Join · dathere

    Join two datasets with automatic strategy selection (joinp vs join vs sqlp)
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    Data Clean · dathere

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

    Convert between CSV, TSV, Excel, JSONL, Parquet, and other tabular formats
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    Data Profile · dathere

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

    Quality dimensions quick reference and remediation decision tree for tabular data assessment
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    CSV Wrangling · dathere

    Standard workflow order, tool selection matrix, and composition patterns for qsv CSV data wrangling
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    Data Describe · dathere

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

    Validate data and analysis before sharing - methodology, accuracy, bias, and data quality checks
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    Infer Ontology · dathere

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

    Performance guide covering index files, stats cache, and frequency cache accelerators for qsv
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    Visual Data Dictionary · dathere bundle

    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 dictionary, a documented dashboard or a dictionary-driven dashboard, or wants to explore and document a CSV at the same time. Optionally bins rows into GeoJSON regions.
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    Genai Disclaimer · dathere

    Standard disclaimer and attribution templates for AI-generated or AI-assisted data analysis outputs
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    Reproducible Analysis · dathere

    Machine-readable journal format for reproducible data analysis operations
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