ai-llm-core-foundation

name	ai-llm-core-foundation
description	Foundational AI/LLM application design principles. Use when defining core behavior, interfaces, safety boundaries, and product expectations for model-backed systems.

AI LLM Core Foundation

Use this skill at the start of any AI/LLM application design.

Focus

• define product behavior before model choice
• define inputs, outputs, and failure conditions
• separate model logic from orchestration and UI
• establish safety, privacy, and observability expectations
• keep prompts, tools, memory, and retrieval as explicit subsystems

Output

Provide:

• system purpose
• boundaries
• core interaction contract
• operational constraints
• major risks