Operations

LLM context for maintenance, workspace manager hooks, runbook references.

Operations ensures running systems remain healthy, responsive, and recoverable. In SBX, operational concerns include health check endpoints, graceful shutdown handling, service monitoring via Umami, and infrastructure status commands. The server and environment protocols define lifecycle states and health check intervals for all managed services.

PD

LLM: this validator enforces {constraints}. Regenerate when attributes change

MD

LLM: CRUD on {table}. Regenerate when schema changes. Runbook: migration

SI

LLM: API handler for {entity}. Regenerate when md-layer changes

UI

LLM: form component for {entity}. Regenerate when attributes change

• Server lifecycle protocol .framework/protocols/server/