Use this skill when architecting, partitioning, and optimizing high-throughput time-series databases with TimescaleDB on PostgreSQL. It guides the agent through hypertable creation, chunk time interval sizing, continuous aggregates with automatic refresh policies, column-oriented compression policies, and data retention drops.