YAO = Yielding AI Outcomes. A rigorous engineering, evaluation, governance, and portability system for reusable agent skills.
From thought to skill. From signal to structure.
12 evidence-backed skill-writing principles plus repository engineering for real-world agent skills, inspired by Matt Pocock / 十二条有证据支撑的 Skill 写作原则与仓库工程指南
Skill Creator Pro 是一款以行为为核心的设计工具，完全基于 Codex 框架开发。该工具可用于设计、构建、验证和发布新的智能体技能。它扩展了 OpenAI 的 Skill Creator 功能，增加了明确的行为契约、可观察的工作流程机制、收集级架构设计、质量检查功能以及实用的前向测试机制。
Turn goals, existing Skills, and authorized work records into bounded Agent Loops, then export a Codex Skill or Compact Prompt with separate verifiable evidence.
Production-grade Claude Code skill engineering tools. Scaffolder, validator, security auditor, tester, optimizer and more. Build once, ship reliably.
Audit any Claude Code SKILL.md file. Scored report with critical issues, triggering score, and exact fixes. Free skill-engineering tool by Anvil & Code.
Optimize Claude Code SKILL.md description fields for maximum trigger reliability. 3 scored variants, clear recommendation. Free skill-engineering tool by Anvil & Code.
Meta-skills for creating, reviewing, and maintaining production-quality Agent Skills.
三线 Agent Skill 体系——47 个原子技能。这不是一份技能清单，而是一套方法论的沉淀：让 AI 助手在「软件开发生命周期」、「知识管理」与「陌生领域学习」三条工作流上，每次都以相同的过程工作。
Edge AIOps — Multi-Agent Incident Response for Edge + AI Fleets (AgentTeams). Demo for Agent Infra competition.
Skill Engineering 实践课程：课件、四步跟练、进阶练习与自评工具。
Skill Engineering Stack v5.5 — A multi-pass compiler that transforms natural-language sources into formal, typed, executable generative models
AI Skill 的开发工作台与工厂机制（冻结思想展示版）——开发态/发布态分离、配置驱动多 Agent 分发、四个元 skill 方法论。
7-Aspects for AI Agent Skill Engineering — VDA 6.3 Process Turtle Diagram framework for systematic Skill design and evaluation (CN/EN)
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