Go from zero to a working POC with any Snowflake guide, blog post, doc link, social post, GitHub repo, or topic name. Deep-dives the content, extracts a full demo spec, finds matching data in your account, and builds a working POC interactively. Use when: poc builder, build this, build a poc, zero to poc, try this, teach me, walk me through, prototype this, implement this guide, follow along, run this guide, quickstart guide.
Multi-framework data quality suite. Sets up quality checks, gates, and monitoring across Snowflake DMFs, dbt tests, Great Expectations, Soda Core, Snowpark pipelines, and PySpark pipelines. Use when: data quality, quality checks, quality gates, dq suite, test suite, gx, great expectations, soda core, soda checks, dbt tests, dbt schema tests, quality framework, monitor my data, check my data, add quality checks, quality gate pipeline, null checks, freshness checks, row count checks, feature quality, pipeline quality, quality suite.
Automatically generate dbt dimensional models from raw Snowflake tables. Use when: user wants to generate dbt models, shift left data modeling, automate dimensional modeling, create facts and dimensions from raw data, build a star schema from raw tables, or auto-generate dbt code. Triggers: generate dbt models, shift left, dimensional model, auto model, star schema from raw, dbt from iceberg, dbt from raw, one big table, OBT, wide table.
Research what real developers are saying about a topic on Reddit and community forums, then synthesize into a narrative talk track or content brief grounded in practitioner quotes. Use when: building talk tracks, researching community sentiment, preparing for a talk or blog, competitive analysis, understanding developer pain points, creating feature narratives. Triggers: developer voice, community pulse, reddit research, practitioner sentiment, talk track, field research, community intel, what are developers saying, pain points, feature narrative.
Discover data you already have access to in a Snowflake account, understand what it contains, and map it to your roles. Use when: searching for data, exploring your account, understanding available tables, what data do I have, what can I query, data discovery, know my data, explore my account, what tables exist, help me find data. Triggers: know your data, know my data, find data, data discovery, explore account, what data, what tables, what can I access, discover data, search tables.