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From agentic-patterns
Outlines operating model for AI-first teams: process shifts emphasizing planning/evals, agent-friendly architecture, focused code reviews, hiring signals, and strict testing standards.
How this skill is triggered — by the user, by Claude, or both
Slash command
/agentic-patterns:ai-first-engineeringThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Use this skill when designing process, reviews, and architecture for teams shipping with AI-assisted code generation.
Use this skill when designing process, reviews, and architecture for teams shipping with AI-assisted code generation.
Prefer architectures that are agent-friendly:
Avoid implicit behavior spread across hidden conventions.
Review for:
Minimize time spent on style issues already covered by automation.
Strong AI-first engineers:
Raise testing bar for generated code:
npx claudepluginhub escapeartapps/agents --plugin agentic-patternsOutlines 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.