Design for replacing PostgreSQL/TimescaleDB + OpenSearch with ClickHouse OSS. Covers table schemas, ingestion pipeline (ExecutionAccumulator), ngram search indexes, materialized views, multitenancy, and retention. Companion doc proposes append-only execution protocol for the agent repo. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>