Production-grade Agent development methodology derived from Claude Code. 11-dimension framework covering tool design, system prompts, permissions, multi-agent orchestration, token economy, memory, extensibility, conversation loop, workflow modes, task lifecycle, and observability. Supports architecture design, implementation guidance, and agent review. Trigger on "Agent design", "build an agent", "AI agent", "tool design", "system prompt architecture", "agent review", "multi-agent", "compaction", "agent workflow modes", "background tasks", "agent observability", or any agent development concern.
2026-05-28