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This skill provides standardized patterns for handling Clay's API constraints, ensuring your applications remain stable and compliant with tier-specific limits. It equips Claude with the logic to implement exponential backoff with jitter, monitor header-based rate limit data, and use idempotency keys to prevent duplicate requests during retries. This is essential for developers building high-volume data enrichment workflows or integrating Clay into production-grade systems where reliability and throughput optimization are critical.