Groq Deploy Integration

What it does

When your agent uses it

• Deploying Groq-powered applications to production
• Configuring platform-specific secrets
• Setting up deployment pipelines
• With phrases like deploy groq

Example prompts

• “deploy groq”
• “groq Vercel”
• “groq production deploy”
• “/groq-deploy-integration”

Requirements

• Docker
• A credential in GROQ_API_KEY
• Compatibility (from SKILL.md): Designed for Claude Code
• Pre-approved tools (allowed-tools): Read, Write, Edit, Bash(vercel:*), Bash(fly:*), Bash(gcloud:*)

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

1. 1Write the handler. For Vercel Edge, create app/api/chat/route.ts with export const runtime = "edge" and stream Server-Sent Events when the…
2. 2Store the secret. Never bake GROQ_API_KEY into an image. Use the platform's secret store — see the Environment Variable Config table below.
3. 3Deploy. vercel --prod for Vercel (Step 2); build the Dockerfile (Step 3) and gcloud run deploy --source . for Cloud Run (Step 4) — all in…
4. 4Add a health check. The Express server (Step 5) exposes /health that pings Groq with the cheapest model (llama-3.1-8b-instant, max_tokens…
5. 5Keep instances warm. On serverless platforms set min-instances=1 to keep cold-start latency off the request path.

What it can do on your machine

Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.

• Tool permissions

  Pre-approves these tools, so the agent can use them without asking each time:

  • Read
  • Write
  • Edit
  • Bash(vercel:*)
  • Bash(fly:*)
  • Bash(gcloud:*)

  From allowed-tools in the SKILL.md frontmatter.

• Runs code

  Shell commands in SKILL.md call:

  • vercel
  • gcloud
  • fly
  • railway

  From the folder's file list and the shell code blocks in SKILL.md.

• Network

  Links to these hosts (documentation or services it may open):

  • console.groq.com

  From URLs in SKILL.md, links to its own repository left out.

• Credentials

  Names these keys or tokens, usually read from environment variables:

  • GROQ_API_KEY

  From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

• Compatibility

  Designed for Claude Code

  From compatibility in the SKILL.md frontmatter.

Context cost

Groq Deploy Integration loads about 1.4k tokens when it runs, and up to ~3.4k if it reads all its reference files. Until then it costs about 87 tokens; SKILL.md has 527 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it

~87

When it runs · the whole SKILL.md, loaded when a task matches

~1.4k

With references · SKILL.md plus every file in references/, read only if the agent opens them

~3.4k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 527 words, ~1,401 tokens.

name

groq-deploy-integration

description

Deploy Groq integrations to Vercel, Cloud Run, and containerized platforms. Use when deploying Groq-powered applications to production, configuring platform-specific secrets, or setting up deployment pipelines. Trigger with phrases like "deploy groq", "groq Vercel", "groq production deploy", "groq Cloud Run", "groq Docker".

allowed-tools

Read, Write, Edit, Bash(vercel:*), Bash(fly:*), Bash(gcloud:*)

compatibility

Designed for Claude Code

version

1.11.0

license

MIT

author

Jeremy Longshore <jeremy@intentsolutions.io>

tags

saas, groq, deployment

// app/api/chat/route.ts
import Groq from "groq-sdk";
export const runtime = "edge";

export async function POST(req: Request) {
  const groq = new Groq({ apiKey: process.env.GROQ_API_KEY! });
  const { messages } = await req.json();
  const completion = await groq.chat.completions.create({
    model: "llama-3.3-70b-versatile",
    messages,
    max_tokens: 2048,
  });
  return Response.json(completion);
}

© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files (references) in skills/.curated/groq-deploy-integration of jeremylongshore/tons-of-skills-marketplace.

• SKILL.md
• references/examples.md
• references/implementation.md

Open the folder on GitHubat commit cfae287