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.
EnglishStandard workflow order, tool selection matrix, and composition patterns for qsv CSV data…
EnglishStandard disclaimer and attribution templates for AI-generated or AI-assisted data analysis…
EnglishInfer a semantic ontology from all files in the working directory - entities, attributes, relationships, domain taxonomy, and cross-file join paths. Outputs ONTOLOGY.md.
EnglishPrepare an MCP server and plugin release by bumping versions across all files and updating…
Englishqsv is a high-performance command-line toolkit for querying, transforming, validating, and analyzing CSV and tabular data. Written in Rust, it provides over 50 commands for data wrangling tasks and supports Excel, Parquet, JSON, and other formats.
EnglishPerformance guide covering index files, stats cache, and frequency cache accelerators for…
EnglishUse when the user asks to 'address review comments', 'respond to review', 'reply to reviews', 'fix review feedback', 'handle PR feedback', 'address code review', 'review suggestions', 'mark as fixed', 'resolve review comments', 'reply to copilot', 'reply to sourcery', or needs to apply changes, reply to, or resolve PR/MR review comments.
EnglishBuild a Visual Data Dictionary — an interactive qsv viz smart dashboard 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 documented dashboard, a dictionary-driven dashboard, or wants to explore and document a CSV at the same time. Optionally bins rows into GeoJSON regions.
EnglishIncludes CSV Wrangling, Data Convert, Data Describe, and other workflows.
Supported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
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 correct series IDs and tools. Copied from https://github.com/larasrinath/blsmcp
CSV Wrangling
Standard workflow order, tool selection matrix, and composition patterns for qsv CSV data wrangling
Data Convert
Convert between CSV, TSV, Excel, JSONL, Parquet, and other tabular formats
Data Describe
Generate AI-powered Data Dictionary, Description, and Tags for a CSV/TSV/Excel file
Data Join
Join two datasets with automatic strategy selection (joinp vs join vs sqlp)
Data Profile
Profile a CSV/TSV/Excel file - detect format, compute statistics, show value distributions
Genai Disclaimer
Standard disclaimer and attribution templates for AI-generated or AI-assisted data analysis outputs
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.
MCP Release Prep
Prepare an MCP server and plugin release by bumping versions across all files and updating changelog
Qsv Blazing Fast CSV Data Wrangling Toolkit
qsv is a high-performance command-line toolkit for querying, transforming, validating, and analyzing CSV and tabular data. Written in Rust, it provides over 50 commands for data wrangling tasks and supports Excel, Parquet, JSON, and other formats.
Qsv Performance
Performance guide covering index files, stats cache, and frequency cache accelerators for qsv
Review Respond
Use when the user asks to 'address review comments', 'respond to review', 'reply to reviews', 'fix review feedback', 'handle PR feedback', 'address code review', 'review suggestions', 'mark as fixed', 'resolve review comments', 'reply to copilot', 'reply to sourcery', or needs to apply changes, reply to, or resolve PR/MR review comments.
Visual Data Dictionary
Build a Visual Data Dictionary — an interactive qsv viz smart dashboard 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 documented dashboard, a dictionary-driven dashboard, or wants to explore and document a CSV at the same time. Optionally bins rows into GeoJSON regions.
CSV Query
Run SQL queries against CSV/TSV/Excel files using Polars SQL engine
Data Clean
Clean a CSV/TSV/Excel file - fix headers, trim whitespace, remove duplicates, validate
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Bls Query skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
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- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- License details are not provided in these listings. Check the author’s terms before using the skills.