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Defines engineering practices for teams using AI-assisted code generation, covering planning, architecture, code review, and testing standards.
How this skill is triggered — by the user, by Claude, or both
Slash command
/everything-claude-code:ai-first-engineeringThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
在使用 AI 辅助代码生成交付的团队设计流程、审查和架构时使用此技能。
在使用 AI 辅助代码生成交付的团队设计流程、审查和架构时使用此技能。
优先考虑对智能体友好的架构：
避免跨隐藏约定传播的隐式行为。
审查：
最小化花在自动化已覆盖的样式问题上的时间。
强大的 AI 优先工程师：
为生成的代码提高测试标准：
npx claudepluginhub aaione/everything-claude-code-zhOutlines operating model for AI-first teams: process shifts emphasizing planning/evals, agent-friendly architecture, focused code reviews, hiring signals, and strict testing standards.
Defines an engineering operating model for teams where AI agents generate most implementation output, covering process shifts, architecture, code review, hiring, and testing.
Analyzes, re-engineers, or bootstraps projects to align with AI-first design principles across 7 dimensions. Includes audit, active restructuring, and guided new project setup.