insight

Create, test, validate, and deploy Insight Connectors. Supports both nocode (declarative YAML) and CDK (Python) connector types. Commands: /connector create <name>, /connector test <name>, /connector schema <name>, /connector deploy <name>, /connector validate <name>.

Audit dbt models and connector configurations against the data-flow conventions defined in docs/domain/ingestion-data-flow/specs/. Verifies engine=ReplacingMergeTree, order_by=['unique_key'], silver delete+insert, read-time dedup of every RMT read (FINAL/QUALIFY/LIMIT 1 BY/union_by_tag), unique_key formula, bronze→RMT promotion, ephemeral usage for Rust-owned tables, and Airbyte append-only sync mode. Reports deviations with file paths and line numbers.

Author and validate declarative YAML tests for analytics metrics (src/ingestion/tests/e2e/metrics/*.test.yaml). Use when asked to write/scaffold/validate a test for a metric, seed bronze data for a test, add a fixture for a dashboard metric, or check a *.test.yaml. Covers schemas/, templates/, $ref+sibling composition, bronze records with duplicates, the batch endpoint POST /v1/metrics/queries, and expect rules (in / mongo-style find / equal subset / CEL assert).