Query and explore databases via MCP. Use when the user asks to inspect schemas, run SQL, browse tables, analyze data quality, generate ER diagrams, or work with PostgreSQL, MySQL, MariaDB, TiDB, SQLite, MongoDB, Redis, ClickHouse, Elasticsearch, or DuckDB.
Convert natural language questions into SQL queries. Activates when users ask data questions in plain English like "show me users who signed up last week" or "find orders over $100".
Help design database schemas, create tables, and plan data models. Activates when users ask to create tables, design schemas, or model data relationships.
Author a new medallion node (gold mart, silver dim, or additive column) when the live gold layer AND the content pack both cannot serve a business need. Takes the user's business logic, inspects the Fusion PVO SOURCE schema (not bronze) for available raw fields, and authors the lowest-cost, additive, non-destructive…
Draft a content-pack overlay extending the starter pack's variation-point candidate lists when aidp-fusion-autopilot bootstrap fails AIDPF-2010 / AIDPF-2011. Reads diagnostic artifacts under .aidp/diagnostics/ /, proposes new candidates from the observed bronze schema, presents a draft overlay for operator approval…