What is gICM and how is it different from other AI marketplaces?

gICM is the world's first universal cross-platform AI marketplace. Unlike competitors locked to a single ecosystem, gICM lets you install any AI agent, skill, or tool for Claude, Gemini, or OpenAI with a single click. We offer 593+ production-ready items including agents, skills, commands, and MCP integrations.

Can I use gICM tools on Claude, Gemini, and OpenAI?

Yes! gICM is the only marketplace with true cross-platform compatibility. All agents and skills work universally across Claude, Gemini, and OpenAI through our Universal Bridge technology.

What is OPUS 67 and how does it enhance Claude?

OPUS 67 is our self-evolving AI runtime with 141 specialist skills, 83 MCP integrations, 30 optimized modes, and 107 agents. It achieves 88-92% token savings. Install with: npx create-opus67@latest

How do I install items from gICM?

Three ways: (1) CLI: npx @gicm/cli add agent/name, (2) Web UI: browse gicm.app and download ZIP, (3) Direct clone from our gICM-library repository.

What are Progressive Skills and how do they save tokens?

Progressive Skills load in 30-50 tokens initially, then expand on-demand to 3000-5000 tokens. This achieves 88-92% token savings compared to loading everything upfront.

Which gICM agents are best for Solana development?

Top picks: ICM Anchor Architect (4.2x faster), Solana Guardian Auditor (security), Frontend Fusion Engine (Next.js + Web3), Gas Optimization Specialist, and DeFi Integration Architect.

What payment is required to use gICM?

All gICM tools are completely free. Our entire marketplace—593+ items—is open-source with no subscription fees, hidden charges, or licensing restrictions.

Can I use gICM items in production applications?

Absolutely. All items are production-ready and MIT-licensed. Each has been validated across Claude, Gemini, and OpenAI platforms with full source code transparency.

All GuidesBeginner · 20 min

Start Vibe Coding

Build full-stack applications with natural language. Describe what you want, and let AI agents generate production-ready code.

What is Vibe Coding?

Vibe coding is a new paradigm where you describe your application in natural language, and AI generates the code for you. Instead of writing every line manually, you:

Describe your vision in plain English
Let specialized AI agents generate code
Review, refine, and iterate
Ship faster than ever before

Choose Your AI Model

Pick the AI that fits your needs. You can use multiple!

Claude (Recommended)

Best for complex coding and reasoning

Setup Guide →

Gemini

Fast multimodal with code execution

Setup Guide →

OpenAI GPT

Great function calling and DALL-E

Setup Guide →

Install gICM CLI

One command to access 400+ AI agents and skills.

npm install -g @gicm/cli

Or use npx (no install needed):

npx @gicm/cli --help

Start a New Project

Create a project folder and initialize it.

mkdir my-app && cd my-app
npm init -y
npx @gicm/cli init

This creates your project structure with AI configuration files.

Add Agents for Your Stack

Install specialized AI agents for your tech stack.

Example: Building a Next.js + Solana DeFi app

# Frontend agent
npx @gicm/cli add agent/frontend-fusion-engine

# Blockchain agent
npx @gicm/cli add agent/icm-anchor-architect

# Security auditor
npx @gicm/cli add agent/solana-guardian-auditor

# Add skills
npx @gicm/cli add skill/solana-anchor-mastery
npx @gicm/cli add skill/nextjs-app-router-patterns

Start Vibe Coding!

Describe what you want to build in natural language.

Example prompt:

"Create a token launch page with a bonding curve chart, wallet connection button, and real-time price updates. Use Next.js App Router with Tailwind and connect to Solana devnet."

Your installed agents will collaborate to generate production-ready code based on your description.

Pro Tips for Vibe Coding

Be Specific

The more detail you provide, the better the output. Include tech stack, styling preferences, and features.

Use Multiple Agents

Combine agents for full-stack development. Frontend + Backend + Security = complete app.

Iterate Quickly

Start simple, then add complexity. AI works best with incremental changes.

Review Generated Code

AI-generated code is a starting point. Always review and understand what it creates.

Project Ideas to Get Started

Token launch platform with bonding curvesNFT marketplace with royalty enforcementDeFi dashboard with portfolio trackingDAO voting interface with on-chain governanceCross-chain bridge UIWallet analytics dashboard

Ready to start building?

Browse 400+ Agents Setup Claude (Recommended)