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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0
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AI & LLM
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Excellent skill with comprehensive coverage of Groq rate limiting patterns. The description clearly articulates when to invoke the skill (429 errors, throttling, backoff). Task knowledge is strong with production-ready TypeScript code for exponential backoff with jitter, idempotency keys, queue-based limiting, and rate limit monitoring. Structure is logical with clear steps, tables, and examples. Novelty is moderate-to-good: while rate limiting is a common pattern, the Groq-specific implementation with idempotency headers, proper jitter calculation, and the RateLimitMonitor class provides meaningful value over a generic retry approach. A CLI agent would need significant context and multiple attempts to produce equivalent, production-ready code. Minor improvement areas: could reference additional files for complex queue configurations or testing patterns, but current single-file approach works well given the focused scope.
jeremylongshore
Skill Author
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