What technology stack does AIDA support?

AIDA is currently optimized for Go backends, React (Vite) frontends, and Docker/Podman containerization with Playwright for E2E testing.

What makes AIDA different from other project generators?

AIDA uses a multi-agent architecture with a 'Leader-Spec' and 'Leader-Impl' protocol that forces strict quality gates, blocking session completion until all tests and coverage requirements are met.

How does AIDA enforce code quality standards?

It utilizes Claude Code Stop Hooks to trigger a quality-gate-enforcer script that analyzes test coverage and execution results, preventing the agent from exiting if requirements aren't satisfied.

Does AIDA actually run the tests it generates?

Yes, AIDA executes Backend, Frontend, and Playwright E2E tests within Docker containers to verify the project is fully functional before marking the task as done.

Is there a record of the AI's development process?

Yes, AIDA maintains a .aida/tdd-evidence/ directory that documents the Red-Green-Refactor cycles for at least 10+ files per project to ensure implementation integrity.

AIDA Multi-Agent Architect

Name: AIDA Multi-Agent Architect
Author: clearclown

byclearclown

0•

API Development

Generates complete, production-ready full-stack projects using multi-agent orchestration and strict TDD quality gates.

AIDA is a sophisticated Claude Code skill designed for autonomous project generation through a structured multi-agent pipeline. It orchestrates specialized 'Leader-Spec' and 'Leader-Impl' agents to handle the entire development lifecycle—from initial requirements extraction and architectural design to TDD-driven implementation of Go backends and React frontends. By enforcing strict quality gates via Claude Code Stop Hooks, AIDA ensures every project meets high standards for test coverage, Docker health, and verified Playwright E2E execution, providing a complete Red-Green-Refactor audit trail for every feature.

Key Features

01Automated quality gates for Backend (Go), Frontend (React), and Docker

02Multi-agent orchestration with specialized Leader and Player agents

030 GitHub stars

04Real-time E2E test execution against running containers using Playwright

05Auto-initialization of project structure, session state, and Kanban tracking

06Strict TDD enforcement with mandatory Red-Green-Refactor evidence tracking

Use Cases

01Rapidly bootstrapping full-stack Go/React applications with high-quality architecture

02Enforcing strict test-driven development standards in AI-generated codebases

03Automating the creation of containerized microservices with verified health checks

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add clearclown/claude-code-aida-red aida

For use in Claude.ai and ChatGPT

Download Skill