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Antigravity MCPs & Agent Library

A comprehensive set of MCPs, specialized agents, and prompt templates for productive development with Google Antigravity.

This library is inspired by Edmund's Claude Code setup but adapted for Antigravity's agent-first architecture.

Overview

This repository provides:

  • 11 Specialized Agents: Pre-configured agents for architecture, code quality, planning, and documentation
  • System Prompts: Base system prompts and project brief templates
  • Command Patterns: Reusable workflows for common development tasks
  • MCP Configurations: Setup guides for integrating MCPs with your agents

Quick Start

  1. Clone this repo into your project or reference it when setting up a new Antigravity project
  2. Copy the .antigravity/ directory structure into your project
  3. When starting a new Antigravity project, reference the appropriate agent prompts and system prompts from this library
  4. Customize agents and prompts as needed for your specific tech stack and project requirements

Directory Structure

.antigravity/
├── agents/                    # Specialized agent definitions
│   ├── architecture/          # System design & architecture agents
│   ├── code-quality/          # Code review, performance, security agents
│   ├── planning/              # Requirements, planning, research agents
│   └── documentation/         # Documentation & learning agents
├── commands/                  # Common command/workflow patterns
├── system-prompts/            # Base prompts and templates
└── README.md                  # This file

Agents

Architecture & Planning

  • system-architect: Scalable system architecture design with trade-offs
  • backend-architect: Backend systems with data integrity & security
  • frontend-architect: Performant, accessible UI architecture
  • requirements-analyst: Transform ideas into concrete specifications
  • tech-stack-researcher: Technology choice recommendations with evidence

Code Quality & Performance

  • refactoring-expert: Systematic refactoring and clean code principles
  • performance-engineer: Measurement-driven optimization strategies
  • security-engineer: Vulnerability identification and security standards

Documentation & Research

  • technical-writer: Clear, comprehensive documentation generation
  • learning-guide: Teaching programming concepts progressively
  • deep-research-agent: Comprehensive research with adaptive strategies

How to Use in Antigravity

For Architecture Decisions

  1. Start a new project in Antigravity
  2. Copy the system-architect agent prompt into your project brief
  3. Describe your project requirements
  4. Let the agent plan the architecture, then use specialized agents (backend-architect, frontend-architect) for deeper dives

For Feature Implementation

  1. Use the requirements-analyst agent to transform your feature idea into specifications
  2. Use feature-plan command to break it into implementation steps
  3. Use system-architect or domain-specific architects to design the solution
  4. Delegate implementation to Antigravity agents

For Code Quality Reviews

  1. Use the refactoring-expert agent to identify improvement areas
  2. Use performance-engineer to measure and optimize
  3. Use security-engineer to audit for vulnerabilities

System Prompts

Each project should start with the base-system-prompt and be tailored with your specific project context using project-brief-template.

MCPs & Tools

This library works with:

  • Filesystem MCP: For reading/writing project files
  • Web Search MCP: For research and tech stack decisions
  • Custom Tool MCPs: As needed for your specific project

Customization

Feel free to:

  • Fork and customize agents for your tech stack
  • Add new agents for domain-specific work
  • Modify prompts based on your team's standards
  • Extend with additional MCPs

Tech Stack Notes

This library is designed to work with any modern tech stack. Examples include:

  • Frontend: React, Vue, Angular, Svelte
  • Backend: Node.js, Python, Go, Rust, Java
  • Databases: PostgreSQL, MongoDB, Firebase
  • Full-stack: Next.js, SvelteKit, Remix, etc.

License

MIT - Use freely in your projects

Contributing

Have improvements? Submit a PR or open an issue.


Created as a community resource for productive Antigravity development.

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useful promtpts for Antigravity

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