Design covers: agent loop, LLM provider abstraction, transport layer, context management, skill system, tool registry. P0 plan targets the minimum viable loop: user input → LLM streaming → tool call → output. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>