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…
edwinweber/dbt_duckdb_demo_public
Agent Claude Code
Use for writing or updating documentation (markdown in documentation/, CLAUDE.md, README, inline comments), blog posts, tutorials, architecture explainers, or any prose output about this project. Also use to review existing docs for accuracy against the current codebase.
edwinweber/dbt_duckdb_demo_public
Command Claude Code
Analyse the following task, identify ALL agents from the project team in .claude/agents/ whose expertise is relevant, spawn them, and synthesise their outputs into a single cohesive answer for the user.
edwinweber/dbt_duckdb_demo_public
Instructions file
Instructions for edwinweber/dbt_duckdb_demo_public, covering claude.md — project context for ai assistants, project overview, tech stack, architecture and directory structure.