| name | ai-llm-core-builder |
| description | Build AI/LLM applications with practical implementation patterns for prompts, tools, sessions, structured output, and app wiring. |
AI LLM Core Builder
Build the app around explicit behavior contracts.
Build Rules
- Define message flow.
- Define tool boundaries.
- Define response schema if structure matters.
- Add logging and failure handling before adding complexity.
- Keep provider-specific code isolated.
Deliverables
- architecture sketch
- implementation plan
- interface contracts
- validation points