YAO = Yielding AI Outcomes. A rigorous engineering, evaluation, governance, and portability system for reusable agent skills.

Your AI forgets. This remembers. Spec-driven coding harness for vibecoders, product owners, CEOs and real builders — self-improving context memory, 15 agents, 33 skills working with /goal, agent-team, & workflow on autopilot loops with 0 need for human gate. Kills context rot, ships features, not spaghetti. Claude Code & Codex. Any stack

Mission control for your AI agents

Your AI Chief of Staff — a personal operating system starter kit that adapts to your role. No coding required.

Headless product design for AI coding agents, backed by a transactional product graph | Design how it works, verify what you ship.

Build big projects with Claude. Chief breaks your work into tasks and runs Claude Code in a loop until they're done.

The open-source company brain. Run your entire company with AI agents, skills, and a self-improving context.

An Orchestrate multiple coding agent desktop app

One folder. Every session knows where you left off. — An open-source methodology for AI-assisted projects.

Your agent invents things because it has no memory, and can't touch your database because it has no arms. rsc is the meta-harness that gives it both, plus the trade to know the job and the reflexes to not break your repo. For Claude Code, Codex and 15 more.

MCP Playbooks for AI agents

Replace chaotic AI code generation with a disciplined, spec-driven workflow. SDD Pilot enforces structured development phases and quality gates, leveraging AI agents to conduct online research for best practices and plan your architecture before a single line of code is written.

Agentic personal OS to automate high-leverage workflows with Codex, Claude Code, Pi, OpenClaw and other coding agents/ runtime platforms.

Cofounder is a project harness that turns your AI coding agent into a technical cofounder.