Brain Cortex

Reasoning core providing:

• LLM client (Ollama, OpenAI compatible)
• Hybrid provider with trait-based adapter pattern
• Context assembly from memory + user model
• Token budget management
• Tool calling and action dispatch
• Structured output validation with retry logic