cyberneticlibrary

Build Snowflake data pipelines

snowflake-developmentskillsetup L317,464
alirezarezvani/claude-skills
What it does

Write Snowflake SQL, build data pipelines, and use Cortex AI

Best for

Build low-latency data transformations and AI-powered agents on Snowflake without external orchestration

Inputs
  • · SQL queries or DDL
  • · Data pipeline type (Dynamic Tables, Streams+Tasks, Snowpipe)
  • · Cortex AI function specs
Outputs
  • · Snowflake SQL definitions
  • · Dynamic Table with incremental refresh
  • · Stream+Task pipeline
  • · Cortex Agent spec JSON
Requires
  • · Snowflake account
  • · Snowpark Python (optional)
  • · dbt for Snowflake (optional)
Preconditions

Snowflake credentials; warehouse provisioned; data available in tables

Failure modes

Colon-prefix missing in procedures (invalid identifier error); Dynamic Table schema changes break incremental; Cortex API errors

Trust signals
  • · Covers critical Snowflake quirks (colon-prefix rule, VARIANT handling)
  • · Snowpark Python + dbt integration documented
  • · Cortex Agents spec patterns included