offline-research

Refine a sketch architecture through the offline container loop. Use when the user says "forge this architecture", "expand this architecture", "refine this architecture", "arch-forge", or invokes /arch-forge. The user arrives with a sketch plan/architecture/stack and wants the container loop to explore decisions, build PoCs, and score alternatives. Do NOT trigger on: general architecture questions, code reviews, "brainstorm", "plan this", "implement this".

Explore codebase tech debt and refactoring ideas through structured experimentation. Use when the user says "refactor-probe this codebase", "launch a refactor probe", or invokes /refactor-probe. Do NOT trigger on: "refactor this", "fix this tech debt", "clean up this code", "improve this", "optimize this" (those are direct action requests).

Guide freeform research intent into a structured prompt for offline ralph-loop execution. Use when the user says "start an offline research on...", "offline research on...", "launch a research probe on...", or invokes /research-probe. Do NOT trigger on: "research this", "look into this", "find out about", "deep research", "do some research", "deep dive", "do a deep dive", "brainstorm", "investigate", "explore", "dig into", "what do you know about", "tell me about".