Agent skill · software engineering · jeremylongshore
groq-deploy-integration
Deploy Groq integrations to Vercel, Cloud Run, and containerized platforms.
Why this skill is useful
Adds specific deployment commands and configurations for Groq integrations on multiple platforms that the AI wouldn't reliably generate on its own.
What it needs
Requires docker, gcloud, vercel installed locally. Requires groq account access. About 3k tokens when loaded. Last updated 2026-08-07. 2,604 stars on the source repository.
What this skill does
Groq Deploy Integration Overview Deploy applications using Groq's inference API to Vercel Edge, Cloud Run, Docker, and other platforms. Groq's sub-200ms latency makes it ideal for edge deployments and real-time applications. This SKILL.md is the high-level workflow. Every platform recipe — full source for the Vercel Edge Function, Dockerfile, Cloud Run command, Express health-check server, and Vercel AI SDK handler — lives verbatim in references/implementation.md. End-to-end walkthroughs that chain those recipes are in references/examples.md. Prerequisites Groq API key stored in GROQAPIKEY Application using groq-sdk (or @ai-sdk/groq for the Vercel AI SDK path) Platform CLI installed (vercel, docker, or gcloud) Instructions Pick the deployment target, then follow its recipe in references/implementation.md. 1. Write the handler. For Vercel Edge, create app/api/chat/route.ts with export const runtime = "edge" and stream Server-Sent Events when the request asks for them; otherwise return a JSON completion. See Step 1 in references/implementation.md. 2. Store the secret. Never bake GROQAPIKEY into an image. Use the platform's secret store — see the Environment Variable Config table below. 3. Deploy. vercel --prod for Vercel (Step 2); build the Dockerfile (Step 3) and gcloud run deploy --source . for Cloud Run (Step 4) — all in references/implementation.md. 4. Add a health check. The Express server (Step 5) exposes /health that pings Groq with the cheapest model (llama-3.1-8b-instant, maxtokens: 1) and reports latency, so orchestrators can probe liveness cheaply. 5. Keep instances warm. On serverless platforms set min-instances=1 to keep cold-start latency off the request path. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills jeremylongshore/groq-deploy-integration