Loop System Architect

Turn a repeated task into an observable control system that can execute, prove its result, recover after interruption, and improve without rewriting its own purpose.

Choose the mode

• Audit: inspect an existing workflow and report missing or open-loop parts. Do not edit unless asked.
• Design: produce the contract, state schema, role graph, evals, and runtime design.
• Operationalize: implement the controller, adapters, persistence, evidence, and one-command run path.
• Evolve: analyze completed runs, validate a proposed loop/knowledge/skill improvement, and promote or reject it.

When the user asks to “build” or “get it working,” include Operationalize. A Markdown plan alone is not an operational loop.

Start from live reality