Implements defense-in-depth validation patterns for ClickHouse + Kafka data pipelines. Covers producer validation (msgspec schemas), consumer validation (anti-corruption layers), ClickHouse error stre
skills/validating-clickhouse-kafka-pipelines/SKILL.md(main)