clickhouse-best-practices

Apply ClickHouse best-practice rules for primary key planning and partitioning strategies to structure schema design, requiring citations to specific rules and cross-referencing official documentation to ensure production performance.

ClickHouse query optimization involves applying atomic rules that enforce best practices for joining strategies and materialized views, requiring formal citations to specific rules before giving recommendations.

Avoiding ClickHouse mutations is enforced by atomic best-practice rules because they are heavy background operations, and this skill requires citing specific rules to maintain consistency and correctness across production deployments.

Configure ClickHouse data types and ingestion by applying rule-based checks from the insert and schema categories, ensuring data type selection aligns with official Best Practices documentation before generating recommendations.

Yes, you can use the 28 atomic rules organized into schema, query, and insert categories to perform formal ClickHouse schema reviews, requiring citations to specific rules and cross-referencing official docs.

The limitation is that this framework enforces strict rule-based checks and requires citations to specific rules and official documentation, meaning recommendations cannot bypass the 28 atomic rules governing schema, query, and insert configurations.