Implement Ideogram rate limiting, backoff, and idempotency patterns. Use when handling rate limit errors, implementing retry logic, or optimizing API request throughput for Ideogram. Trigger with phrases like "ideogram rate limit", "ideogram throttling", "ideogram 429", "ideogram retry", "ideogram backoff".
7.0
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Backend Development
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Excellent skill for handling Ideogram API rate limiting with comprehensive implementation patterns. The description is clear and trigger-focused, making it easy for a CLI agent to invoke. Task knowledge is outstanding with complete TypeScript implementations for exponential backoff with jitter, idempotency keys, queue-based limiting, and rate limit monitoring. The structure is logical and well-organized with clear sections, tables, and progressive examples. Novelty is good—while rate limiting is a common pattern, the combination of idempotency, jitter, queue management, and monitoring specific to Ideogram's tiers provides meaningful value over generic retry logic. Minor improvement areas: could benefit from a complete end-to-end usage example combining all patterns, and perhaps a section on batch request optimization.
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