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/index.ts

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+import type { ProviderResolveDynamicModelContext } from "openclaw/plugin-sdk/plugin-entry";
+import { defineSingleProviderPluginEntry } from "openclaw/plugin-sdk/provider-entry";
+import {
+  cloneFirstTemplateModel,
+  DEFAULT_CONTEXT_TOKENS,
+  normalizeModelCompat,
+  OPENAI_COMPATIBLE_REPLAY_HOOKS,
+} from "openclaw/plugin-sdk/provider-model-shared";
+import { isFireworksKimiModelId } from "./model-id.js";
+import { applyFireworksConfig, FIREWORKS_DEFAULT_MODEL_REF } from "./onboard.js";
+import {
+  buildFireworksProvider,
+  FIREWORKS_BASE_URL,
+  FIREWORKS_DEFAULT_CONTEXT_WINDOW,
+  FIREWORKS_DEFAULT_MAX_TOKENS,
+  FIREWORKS_DEFAULT_MODEL_ID,
+} from "./provider-catalog.js";
+import { wrapFireworksProviderStream } from "./stream.js";
+
+const PROVIDER_ID = "fireworks";
+function resolveFireworksDynamicModel(ctx: ProviderResolveDynamicModelContext) {
+  const modelId = ctx.modelId.trim();
+  if (!modelId) {
+    return undefined;
+  }
+
+  return (
+    cloneFirstTemplateModel({
+      providerId: PROVIDER_ID,
+      modelId,
+      templateIds: [FIREWORKS_DEFAULT_MODEL_ID],
+      ctx,
+      patch: {
+        provider: PROVIDER_ID,
+        reasoning: !isFireworksKimiModelId(modelId),
+      },
+    }) ??
+    normalizeModelCompat({
+      id: modelId,
+      name: modelId,
+      provider: PROVIDER_ID,
+      api: "openai-completions",
+      baseUrl: FIREWORKS_BASE_URL,
+      reasoning: !isFireworksKimiModelId(modelId),
+      input: ["text", "image"],
+      cost: { input: 0, output: 0, cacheRead: 0, cacheWrite: 0 },
+      contextWindow: FIREWORKS_DEFAULT_CONTEXT_WINDOW,
+      maxTokens: FIREWORKS_DEFAULT_MAX_TOKENS || DEFAULT_CONTEXT_TOKENS,
+    })
+  );
+}
+
+export default defineSingleProviderPluginEntry({
+  id: PROVIDER_ID,
+  name: "Fireworks Provider",
+  description: "Bundled Fireworks AI provider plugin",
+  provider: {
+    label: "Fireworks",
+    aliases: ["fireworks-ai"],
+    docsPath: "/providers/fireworks",
+    auth: [
+      {
+        methodId: "api-key",
+        label: "Fireworks API key",
+        hint: "API key",
+        optionKey: "fireworksApiKey",
+        flagName: "--fireworks-api-key",
+        envVar: "FIREWORKS_API_KEY",
+        promptMessage: "Enter Fireworks API key",
+        defaultModel: FIREWORKS_DEFAULT_MODEL_REF,
+        applyConfig: (cfg) => applyFireworksConfig(cfg),
+      },
+    ],
+    catalog: {
+      buildProvider: buildFireworksProvider,
+      allowExplicitBaseUrl: true,
+    },
+    ...OPENAI_COMPATIBLE_REPLAY_HOOKS,
+    wrapStreamFn: wrapFireworksProviderStream,
+    resolveDynamicModel: (ctx) => resolveFireworksDynamicModel(ctx),
+    isModernModelRef: () => true,
+  },
+});