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Agent Skills package repeatable SourceMedium workflows (setup verification, SQL generation, result validation) as installable skills for coding agents. They are optional. An assistant connected over MCP does not need them.

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Quick Start (Copy/Paste)

Copy the block below into a coding agent that can install skills.

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Install

Most people start with the analyst skill and add the others when they need them. The dashboard builder and pipeline builder both assume BigQuery access is already working. The skills CLI installs into supported agent environments. If your agent does not support automatic install, copy the skill folder into that agent’s configured skills directory.

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Update

If you already installed these skills, update to the latest version before using the dashboard builder, the pipeline builder, or newer BigQuery helper scripts:

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Available Skills

SM BigQuery Analyst

Query SourceMedium BigQuery safely. Verifies setup, discovers tables and metrics, generates SELECT-only cost-guarded SQL, and returns auditable SQL receipts. Supports hybrid joins to your own warehouse tables.

SM Dashboard Builder

Build accurate BI dashboards from SourceMedium data. Defines metric contracts, validates SQL, and produces portable HTML dashboards with SQL receipts. Also handles Metabase handoff and BI tool queries.

SM Pipeline Builder

Build data pipelines you own that land in your own BigQuery datasets alongside SourceMedium data. Writes a validated pipeline spec first, then loads incrementally with checks that catch silent failures. For technical staff running their own infrastructure.

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After Installing

Ask your coding agent questions like:
For dashboards:
For pipelines you own:
Your agent will discover your data, generate correct SQL, and return auditable receipts, not guesses.

BigQuery Access Request Template

Copy/paste request for internal admins when you do not have BigQuery access yet.