Backend Safety Integrator Skill

Purpose: Systematically integrate safety validation when adding new LLM inference backends to Caro.

When to Use:

• Adding a new inference backend (MLX, Anthropic API, OpenAI, etc.)
• Updating existing backend safety integration
• Ensuring backend calls safety validator before execution

Duration: 2-4 hours depending on backend complexity

The 6-Phase Integration Workflow