dbt agents

lightdash/lightdash

Agent

This is a multi-context repository.

lightdash/lightdash

Agent

Use the repository label whenever a skill mentions the canonical role.

edwinweber/dbt_duckdb_demo_public

Agent Claude Code

Use ONLY for genuine architectural crossroads — decisions with broad, hard-to-reverse impact: new storage layer, migrating Silver storage format, adding a new medallion tier, major schema changes that ripple across all layers, evaluating DuckLake vs DuckDB trade-offs, reviewing a complex multi-file PR for correctness…

edwinweber/dbt_duckdb_demo_public

Agent Claude Code

Default agent for all implementation work — Python modules, dbt SQL and macros, Dagster assets/jobs/schedules/sensors, dlt pipelines, configuration changes, and pytest tests. Use this for any task that results in a code commit. Only escalate to the architect agent when facing a genuine architectural crossroads (new…

edwinweber/dbt_duckdb_demo_public

Agent Claude Code

Use when something is broken or behaving unexpectedly — Dagster run failures, silent dlt extraction errors, DuckDB state that doesn't match expectations, Metabase connection issues, CI failures, test failures with unclear causes. Read-only mindset: diagnose first, propose fixes second. Do not use for greenfield…

adityawrk/analytics-with-claude-code

Agent Claude Code

Maps data sources, discovers relationships, documents tribal knowledge, and generates a complete Data Team Handbook. Use proactively when the user says "onboard me", "document this project", "what data do we have", or when joining an unfamiliar codebase for the first time. Produces a comprehensive handbook a new…

adityawrk/analytics-with-claude-code

Agent Claude Code

Reviews analytical work for correctness, rigor, and reliability. Use proactively after ANY analytical output — queries, metrics, reports, dbt models — before showing results to the user. Checks for hallucinated references, join fan-out, wrong aggregation grain, NULL handling, metric definition mismatches, and sanity…

adityawrk/analytics-with-claude-code

Agent Claude Code

Builds and maintains dbt data transformation pipelines. Use proactively when the user asks to create dbt models, add data sources, build staging/intermediate/mart layers, write dbt tests, or restructure the transformation layer. Any task involving dbt files, schema.yml, or model materialization should go to this agent.

typedef-ai/ade-bench-plugin

Agent

Scans a dbt project directory and returns a structured analysis of its models, sources, dependencies, database type, and complexity. Read-only — does not modify any files.