Individual skill
groq-local-dev-loop
Configure Groq local development with hot reload, mocking, and testing. Use when setting up a Groq development environment, configuring mocked vs live test workflows, or establishing a fast iteration cycle with Groq. Trigger with phrases like "groq dev setup", "groq local development", "groq dev environment", "develop with groq".
skills/.curated/groq-local-dev-loop/SKILL.md
Source commit 0500b275e963c027f6b410e8c49c0446945c574e
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 12, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 2,917
- Repository last updated
- Nov 12, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai Repository topic
- automation Repository topic
- claude-code Repository topic
- devops Repository topic
- mcp Repository topic
- ai-agents Repository topic
- anthropic Repository topic
- claude-code-plugins Repository topic
- developer-tools Repository topic
- llm Repository topic
- saas Declared skill tag
- groq Declared skill tag
- testing Declared skill tag
- workflow Declared skill tag
- testing Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 5,882 bytesSKILL.mdcore · 5,882 bytesreferences/examples.mddoc · 2,917 bytesreferences/implementation.mddoc · 2,900 bytes
Read excerpt
# Groq Local Dev Loop
## Overview
Set up a fast, reproducible local development workflow for Groq. Groq's sub-second response times make it uniquely suited for tight dev loops -- you get LLM responses fast enough to iterate without context-switching. This skill scaffolds a project, a memoized client, model constants, and a two-tier test strategy (mocked unit tests + opt-in live integration tests). The lean skeleton lives here; the full code lives in [references/implementation.md](references/implementation.md) and [references/examples.md](references/examples.md).
## Prerequisites
- `groq-sdk` installed (`npm install groq-sdk`)
- `GROQ_API_KEY` set (free tier is fine for development)
- Node.js 18+ with tsx for TypeScript execution
- vitest for testing
## Authentication
