bruin

Create, update, render, and visually verify polished Bruin CLI terminal demos with VHS. Use when recording a terminal walkthrough, adding or editing a .tape file, exporting a demo video or GIF, improving terminal-demo styling or readability, or reproducing a Bruin command sequence for documentation or social media.

Use when duplicate rows, unstable primary keys, repeated ingestion, or failed uniqueness checks appear in a Bruin asset.

Use when data is stale, a scheduled run is missing, or freshness checks fail.

Use after a diagnosis skill has identified a likely fix and the repository owner wants to define a controlled action.

Use when a Bruin pipeline, asset, or command fails and the cause is not yet clear.

Use when a Bruin quality check fails or starts warning unexpectedly.

Use when a pipeline fails because source, destination, or declared asset columns may have changed.

Use when creating, editing, reviewing, or troubleshooting Bruin semantic layer models, semantic query CLI usage, metric and dimension definitions, joins, segments, filters, windows, or semantic-layer tests and docs in a Bruin repository.

Add Bruin CLI support for a new ingestr source. Use when a task asks to implement a new ingestr connection/source type, wire that source into Bruin ingestr assets, update available source tables, add ingestion docs or example assets, regenerate connection schema expectations, or address review feedback for a newly added ingestr source.

Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, passive voice, negative parallelisms, and filler phrases.

Run an extremely strict maintainability review for abstraction quality, giant files, and spaghetti-condition growth. Use for a thermo-nuclear code quality review, thermonuclear review, deep code quality audit, or especially harsh maintainability review.