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Expert-level guidance for designing ClickHouse architectures, ingestion patterns, and workload-specific system designs.
This skill enables agents to provide workload-aware architectural recommendations for ClickHouse. It goes beyond basic best practices by applying decision frameworks to specific scenarios like observability, SIEM, product analytics, and IoT.
Use this skill when designing new ClickHouse clusters, selecting ingestion strategies (real-time vs. batch), defining time-series retention policies, or optimizing join and enrichment patterns.
Any professional LLM agent (Claude, GPT, Gemini) supporting complex architectural reasoning and tool-use for documentation retrieval.
This skill has not been reviewed by our automated audit pipeline yet.
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