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

openclaw/extensions/chutes/onboard.ts

@@ -0,0 +1,63 @@
+import {
+  applyAgentDefaultModelPrimary,
+  applyProviderConfigWithModelCatalogPreset,
+  type OpenClawConfig,
+} from "openclaw/plugin-sdk/provider-onboard";
+import {
+  CHUTES_BASE_URL,
+  CHUTES_DEFAULT_MODEL_REF,
+  CHUTES_MODEL_CATALOG,
+  buildChutesModelDefinition,
+} from "./models.js";
+
+export { CHUTES_DEFAULT_MODEL_REF };
+
+/**
+ * Apply Chutes provider configuration without changing the default model.
+ * Registers all catalog models and sets provider aliases (chutes-fast, etc.).
+ */
+export function applyChutesProviderConfig(cfg: OpenClawConfig): OpenClawConfig {
+  return applyProviderConfigWithModelCatalogPreset(cfg, {
+    providerId: "chutes",
+    api: "openai-completions",
+    baseUrl: CHUTES_BASE_URL,
+    catalogModels: CHUTES_MODEL_CATALOG.map(buildChutesModelDefinition),
+    aliases: [
+      ...CHUTES_MODEL_CATALOG.map((model) => `chutes/${model.id}`),
+      { modelRef: "chutes-fast", alias: "chutes/zai-org/GLM-4.7-FP8" },
+      {
+        modelRef: "chutes-vision",
+        alias: "chutes/chutesai/Mistral-Small-3.2-24B-Instruct-2506",
+      },
+      { modelRef: "chutes-pro", alias: "chutes/deepseek-ai/DeepSeek-V3.2-TEE" },
+    ],
+  });
+}
+
+/**
+ * Apply Chutes provider configuration AND set Chutes as the default model.
+ */
+export function applyChutesConfig(cfg: OpenClawConfig): OpenClawConfig {
+  const next = applyChutesProviderConfig(cfg);
+  return {
+    ...next,
+    agents: {
+      ...next.agents,
+      defaults: {
+        ...next.agents?.defaults,
+        model: {
+          primary: CHUTES_DEFAULT_MODEL_REF,
+          fallbacks: ["chutes/deepseek-ai/DeepSeek-V3.2-TEE", "chutes/Qwen/Qwen3-32B"],
+        },
+        imageModel: {
+          primary: "chutes/chutesai/Mistral-Small-3.2-24B-Instruct-2506",
+          fallbacks: ["chutes/chutesai/Mistral-Small-3.1-24B-Instruct-2503"],
+        },
+      },
+    },
+  };
+}
+
+export function applyChutesApiKeyConfig(cfg: OpenClawConfig): OpenClawConfig {
+  return applyAgentDefaultModelPrimary(applyChutesProviderConfig(cfg), CHUTES_DEFAULT_MODEL_REF);
+}