Persistent spec management for AI coding workflows, producing canonical SPEC.html files. Use this companion when the user explicitly mentions specs, forging, structured planning, resume/status/pause/switch, implementing a spec, or generating OpenAPI docs. Do NOT trigger on ordinary coding tasks that do not ask for spec management.