groq-reference-architecture

4.6

Implement Groq reference architecture with best-practice project layout. Use when designing new Groq integrations, reviewing project structure, or establishing architecture standards for Groq applications. Trigger with phrases like "groq architecture", "groq best practices", "groq project structure", "how to organize groq", "groq layout".

groq

4.6

Rating

Installs

AI & LLM

Quick Review

This skill provides a reasonable architectural template for organizing Groq projects with clear directory structure, layered architecture diagrams, and TypeScript code examples. However, it suffers from a critical conceptual issue: 'Groq' appears to be the fast LLM inference API provider, not a data integration platform requiring webhooks, sync jobs, and caching layers as described. The architecture presented (webhooks, background sync, data caching) seems more appropriate for a SaaS integration or data pipeline rather than LLM API calls. The novelty score is very low because creating directory structures and boilerplate architecture is trivial for a CLI agent—this doesn't reduce token cost or solve a complex problem. The skill would benefit from either: (1) correcting the architecture to match actual Groq LLM use cases (prompt management, streaming, model selection, rate limiting), or (2) clarifying if this targets a different 'Groq' product entirely. Structure is the strongest dimension with clear layering and organized sections.