重构主控编排与运行时预热链路，统一工作区提示词/专家调度协议并补齐 wiki 记忆注入与写回闭环。

同时收敛启动与运维脚本默认行为（含 wiki worker）、更新 Admin 可观测性与相关测试，降低首轮时延并提高运行稳定性。

Made-with: Cursor

runtime/operations/scripts/generate_forwarders.py

@@ -9,6 +9,7 @@ _PS1_FORWARDERS: dict[str, str] = {
     "bootstrap_venv.ps1": "& $real @args",
     "start_web.ps1": "& $real @args",
     "status_all.ps1": "& $real @args",
+    "status_desktop.ps1": "& $real @args",
     "status_ops.ps1": "& $real @args",
     "status_wiki_worker.ps1": "& $real @args",
     "stop_all.ps1": "& $real @args",