skill-design

Tier 1/2/3 system for designing agent skills.

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。

A complete, open-source guide to Agent Skill design: from cognition to production. 28 chapters + 6 appendices.

English translation of Vlad Yasko's claude-skill-module-design. 9-step engineering design methodology as a Claude Code skill.

A dual-loop self-evolution system for AI agents: fast fixes for local repeated mistakes, slow promotion for durable capability.

Turn real Agent failures into verifiable Skill boundaries and correct-layer fixes.

A Skill design kernel for creating, auditing, rewriting, and evolving reusable AI Skills.

AI Product Teardown Workbench for classifying repositories, mapping AI surfaces, extracting reusable patterns, and drafting originality-safe new skills.

How a good skill is written, and the gate that checks it

Canonical workflow skill for designing, authoring, and restructuring agent skills - process discipline (modes, synthesis gates, depth rubric) merged with the skill-anatomy standard (rationalization guards, verification, context efficiency)

[STUDY_ONLY] 138 hand-crafted skills for agent result quality, plus 21 agents and an MCP. Includes an open-source CodeRabbit alternative.