AI Intent Driven Development (IDD) guidelines and instructions for AI Coding Agents, AI Coding Assistants, and LLMs.

Domain-specialized AI agent teams for complex systems, new skills for existing agents. Ships with Vortex (7 agents and 22 workflows for product discovery, more teams coming) and Enhance (new skills, first is RICE prioritized initiatives backlog for better product management).

Praxis is a development framework that bridges Intent‑Driven Development (IDD) and Spec‑Driven Development (SDD) into a single, coherent workflow.

Semantic Flow Language (SFL) is a framework that aligns human intent, AI reasoning, and executable logic. It ensures bidirectional synchronization between meaning and code, allowing for reliable, transparent, and verifiable AI-driven development across various environments.

A simple, universal system that labels ai responses so anyone can instantly tell what the output is and how it’s meant to be used.

37 programming languages, one human intent. Token bucket rate limiter implemented across 60 years of languages (1957-2016) — proving that human language is the ultimate source code.

Central module registry for SpecFact CLI marketplace