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

From thought to skill. From signal to structure.

Plinth is an AI-native engineering toolkit for modern Java enterprise SDLC, built around reusable Commands, Agents, Skills, and MCP Servers.

Comet: agent skill harness for turning ideas into evaluated workflows

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

Repository-first deterministic migration and atomic Skill source for Claude Code and Codex.

A symbiotic AI agent that remembers everything, challenges you, and extends your cognition.

Agent-first local harness for OKF-compatible LLM Wikis.

Our agent harness: Skills, plugins, hooks, and utilities to improve the quality of your agent.

Complete AI Agent System for OpenClaw — memory, self-healing, self-improvement, voice, automation

Opinionated AI coding agent and dev environment automation for macOS

Single source of truth for AI coding agent configuration — skills, commands and rules shared across OpenCode and Pi.

Resource-aware multi-agent orchestration for Codex and DeepSeek Harness (All in Flash DSH plugin)

The theory of LLM wikis, running as one. A framework for agent-operated knowledge: typed, linked, review-gated markdown your agents execute.

DeepBot is a system-level AI assistant built for both personal productivity and enterprise workflows — one-click setup, seamless experience, and native Feishu integration.

A human-governed AI coding workflow that distills ephemeral session context into persistent project memory—making work traceable, reviewable, and resumable.

A skill creator that proves its skills work. Evidence-driven skill creation for Claude Code and Codex: baseline-tested generation, per-skill regression evals, ecosystem doctor, cross-runtime compile, and an opt-in proactive advisor.

Optimize any AI agent’s skills, tools/MCP, and prompts against your own evals.

Run a task with AI as a flow of steps you keep, reuse, and refine, not a one-off chat.

Project continuity for Claude Code and Codex: a roadmap beside your code, grounded handoffs, and clear task status.

Personal AI assistant for work inside corporate constraints, built on coding agents and the tools, sessions, and permissions you already have.

Local-first coordination for human and agent work: durable work, decisions, dispatches, evidence, and prompt-first methods, powered by TypeScript and Bun.

VexJoy AI Agent with Intelligent Routing - /do routes plain-English requests to the right specialist agent and gates the work with reviews, tests, and a learning loop.

Local-first game design OS for AI agents: turn sessions into evidence, experiments, reviewable decisions, and durable project memory—Human Gates and rollback.