Implement Groq rate limiting, backoff, and idempotency patterns. Use when handling rate limit errors, implementing retry logic, or optimizing API request throughput for Groq. Trigger with phrases like "groq rate limit", "groq throttling", "groq 429", "groq retry", "groq backoff".
7.0
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AI & LLM
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Excellent skill providing comprehensive Groq rate limiting patterns with concrete implementation code. The description clearly identifies when to use the skill (429 errors, retry logic, throttling). Task knowledge is strong with working TypeScript code for exponential backoff with jitter, idempotency keys, queue-based limiting, and rate limit monitoring. Structure is clear with logical progression through steps and well-organized examples. Novelty is moderate-to-good: while rate limiting is a common pattern, the Groq-specific implementation with idempotency keys, proper header handling, and the combination of multiple strategies (backoff + jitter + queuing + monitoring) provides meaningful value that would be token-intensive for a CLI agent to derive from scratch. Minor improvement could include more language examples beyond TypeScript, but the current implementation is production-ready and well-documented.
jeremylongshore
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