---
name: Advanced Testability Ai Ergonomic
description: Design code for testability and AI/LLM ergonomics with explicit contracts and observable patterns. Use when optimizing code for AI tools, improving testability, or making codebases LLM-friendly.
---

# Advanced Testability Ai Ergonomic

This Skill provides Claude Code with specific guidance on how to adhere to coding standards as they relate to how it should handle testability and AI-ergonomic design thinking.

## Instructions

For details, refer to the information provided in this file:
[testability-ai-ergonomic](../../../agent-os/standards/advanced/testability-ai-ergonomic.md)