groq-sdk-patterns

Quick Review

This skill provides solid, production-ready code patterns for Groq SDK usage in TypeScript and Python. The description is clear enough for invocation, covering when to use it (implementing integrations, refactoring, establishing standards) and trigger phrases. Task knowledge is strong with concrete code examples for singleton patterns, error handling, retry logic, and validation. Structure is logical with clear sections, though it could benefit from separating extensive examples into dedicated files. However, novelty is low: these are standard software engineering patterns (singleton, error handling, retry with backoff, validation) that experienced developers commonly implement, and a CLI agent could reasonably construct these with appropriate prompting. The skill is more of a reference template than a complex workflow that meaningfully reduces token cost or enables capabilities beyond a capable agent's reach.