SpecVibe: The AI-Native Development Framework

This skill provides a universal, seven-stage framework for developing production-ready, AI-native applications. It enforces a "Specification-as-Source-of-Truth" mindset, ensuring that every aspect of the project is defined, testable, secure, and documented before and during implementation, following the most advanced 2026 community best practices from Google, GitHub, and Thoughtworks.

Core Philosophy

• Intent is the Source of Truth: The specification (spec.md) is the primary artifact. Code is the last-mile implementation of that intent.
• Human-AI Collaboration: Follow the Delegate/Review/Own model at every stage to maximize efficiency and maintain quality.
• Iterate in Small, Validated Chunks: Break down work into the smallest possible units, test them, and commit frequently. Never let the AI generate large, monolithic blocks of code.
• Automate Everything: Use tests, linters, CI/CD, and automated documentation to build a robust quality assurance system.

The Seven Stages of AI-Native Development

Follow these stages sequentially. Each stage has a Quality Gate—a set of questions you must answer before proceeding—and a clear Delegate/Review/Own model for human-AI collaboration.