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/fireworks/provider-catalog.ts

@@ -0,0 +1,38 @@
+import type {
+  ModelDefinitionConfig,
+  ModelProviderConfig,
+} from "openclaw/plugin-sdk/provider-model-shared";
+
+export const FIREWORKS_BASE_URL = "https://api.fireworks.ai/inference/v1";
+export const FIREWORKS_DEFAULT_MODEL_ID = "accounts/fireworks/routers/kimi-k2p5-turbo";
+export const FIREWORKS_DEFAULT_CONTEXT_WINDOW = 256000;
+export const FIREWORKS_DEFAULT_MAX_TOKENS = 256000;
+
+const ZERO_COST = {
+  input: 0,
+  output: 0,
+  cacheRead: 0,
+  cacheWrite: 0,
+} as const;
+
+export function buildFireworksCatalogModels(): ModelDefinitionConfig[] {
+  return [
+    {
+      id: FIREWORKS_DEFAULT_MODEL_ID,
+      name: "Kimi K2.5 Turbo (Fire Pass)",
+      reasoning: false, // Kimi K2.5 can expose reasoning in visible content on FirePass.
+      input: ["text", "image"],
+      cost: ZERO_COST,
+      contextWindow: FIREWORKS_DEFAULT_CONTEXT_WINDOW,
+      maxTokens: FIREWORKS_DEFAULT_MAX_TOKENS,
+    },
+  ];
+}
+
+export function buildFireworksProvider(): ModelProviderConfig {
+  return {
+    baseUrl: FIREWORKS_BASE_URL,
+    api: "openai-completions",
+    models: buildFireworksCatalogModels(),
+  };
+}