What happens if a phase fails?

If a failure occurs, you can check the .aida/results/ folder for error reports and resume the work using specific AIDA commands once the issue is addressed.

What is the AIDA Pipeline skill?

It is a specialized Claude Code skill that uses a multi-agent architecture to automate the process of turning requirements into a fully implemented, test-validated software project.

Can I see the progress of the pipeline?

Yes, all state, checkpoints, and artifacts are stored in a local .aida/ directory, allowing you to review specifications, designs, and task results at any time.

How does the pipeline handle implementation?

The pipeline uses a Leader-Impl agent that spawns sub-agents to perform Test-Driven Development (TDD), following a RED-GREEN-REFACTOR cycle to ensure code quality and functionality.

Which models does the pipeline use?

The pipeline utilizes the Task tool to orchestrate work, typically employing Claude models like Haiku for parallelized sub-tasks to optimize speed and cost.

AIDA Project Pipeline

Name: AIDA Project Pipeline
Author: clearclown

byclearclown

0•

Productivity & Workflow

Automates the entire software development lifecycle from initial requirements gathering to TDD-validated implementation using a multi-agent orchestration architecture.

The AIDA Pipeline skill provides a robust, end-to-end framework for generating complex projects by orchestrating multiple specialized AI agents through five distinct phases. It transitions seamlessly from architectural specification and schema design to full-scale Test-Driven Development (TDD) implementation, ensuring every piece of code is backed by tests and aligned with the original project vision. This tool is ideal for developers looking to move from a high-level idea to a production-ready codebase with minimal manual intervention while maintaining high quality through rigorous verification gates and automated quality checks.

Key Features

01Parallel task execution using cost-efficient subagent models (Haiku)

02Structured state management with comprehensive artifact logging in .aida/ directories

03Enforced Test-Driven Development (TDD) with RED-GREEN-REFACTOR cycles

040 GitHub stars

05Multi-agent orchestration with specialized Leader and Player roles

06End-to-end SDLC automation from extraction to implementation

Use Cases

01Automating the transition from complex PRDs to technical specifications and task lists

02Building mission-critical features where 80%+ test coverage and architectural alignment are required

03Rapidly bootstrapping full-stack Next.js applications from simple natural language prompts

What are Skills?·How to Install

Install with 🐟 Skill.Fish

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

For use in Claude.ai and ChatGPT

Download Skill