Master AI-Assisted Development with PIV Methodology
The universal framework to orchestrate Claude Code, Cursor, and GitHub Copilot for predictable, high-quality engineering. Build better software with strict TDD, auto-activating skills, and adaptive learning.
A comprehensive engineering loop designed to maximize LLM performance
Prime → Implement → Validate: A systematic approach to AI-assisted development that ensures quality, prevents technical debt, and continuously improves.
Prime
Load codebase context before making changes. Understand existing patterns, architecture, and conventions. Smart context loading reduces token usage while maximizing understanding.
Implement
Write tests FIRST (strict TDD), then minimal code. Auto-activating skills enforce best practices in real-time. RED → GREEN → REFACTOR cycle is mandatory—zero exceptions.
Validate
Automatic validation runs after every implementation. Code review, security checks, test coverage analysis. The framework captures learnings to continuously improve.
Everything you need for AI-assisted development
Strict Test-Driven Development
MANDATORY TDD with RED-GREEN-REFACTOR cycle. Skills enforce TDD in real-time—code written before tests will be deleted.
Adaptive Learning System
Framework gets smarter with every feature. Analyzes code reviews to identify patterns and systematically improve rules and skills.
Technology Agnostic
Universal PIV methodology applicable to any stack. Works with Spring Boot, Node.js, Python, React, and 20+ AI coding tools.
Built-in Security & Quality
Auto-activating skills for security review, API design, and code quality. Enforces best practices in real-time.
# Plan your feature /piv_loop:plan-feature "Add user auth"
# Execute with TDD enforced /piv_loop:execute
# 🔴 test-driven-development SKILL ACTIVATES # → Writing test FIRST... # → Test FAILS ✅ # → Writing minimal code... # → Test PASSES ✅ # → Re factoring... # → Tests STILL PASS ✅
# Auto-validation runs automatically # Done!
Get started in 5 minutes
Install the framework and start building with PIV methodology. Choose your AI tool below.
Claude Code (Full Experience) ⭐
/plugin marketplace add galando/universal-ai-dev-framework
/plugin install piv
Cursor / Other AI Tools
curl -s https://raw.githubusercontent.com/galando/universal-ai-dev-framework/main/scripts/piv.sh | bash
Generates AGENTS.md - universal AI agent instructions that Cursor and other tools read automatically.
Ready to ship faster with confidence?
Join developers who have switched to PIV to accelerate AI-assisted development while maintaining code quality and preventing technical debt.