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。

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openclaw/skills/blucli/SKILL.md

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+---
+name: blucli
+description: BluOS CLI (blu) for discovery, playback, grouping, and volume.
+homepage: https://blucli.sh
+metadata:
+  {
+    "openclaw":
+      {
+        "emoji": "🫐",
+        "requires": { "bins": ["blu"] },
+        "install":
+          [
+            {
+              "id": "go",
+              "kind": "go",
+              "module": "github.com/steipete/blucli/cmd/blu@latest",
+              "bins": ["blu"],
+              "label": "Install blucli (go)",
+            },
+          ],
+      },
+  }
+---
+
+# blucli (blu)
+
+Use `blu` to control Bluesound/NAD players.
+
+Quick start
+
+- `blu devices` (pick target)
+- `blu --device <id> status`
+- `blu play|pause|stop`
+- `blu volume set 15`
+
+Target selection (in priority order)
+
+- `--device <id|name|alias>`
+- `BLU_DEVICE`
+- config default (if set)
+
+Common tasks
+
+- Grouping: `blu group status|add|remove`
+- TuneIn search/play: `blu tunein search "query"`, `blu tunein play "query"`
+
+Prefer `--json` for scripts. Confirm the target device before changing playback.