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/openai/openai-provider.live.test.ts

@@ -0,0 +1,136 @@
+import OpenAI from "openai";
+import { describe, expect, it } from "vitest";
+import { buildOpenAIProvider } from "./openai-provider.js";
+
+const OPENAI_API_KEY = process.env.OPENAI_API_KEY ?? "";
+const DEFAULT_LIVE_MODEL_IDS = ["gpt-5.4-mini", "gpt-5.4-nano"] as const;
+const liveEnabled = OPENAI_API_KEY.trim().length > 0 && process.env.OPENCLAW_LIVE_TEST === "1";
+const describeLive = liveEnabled ? describe : describe.skip;
+
+type LiveModelCase = {
+  modelId: string;
+  templateId: string;
+  templateName: string;
+  cost: { input: number; output: number; cacheRead: number; cacheWrite: number };
+  contextWindow: number;
+  maxTokens: number;
+};
+
+function resolveLiveModelCase(modelId: string): LiveModelCase {
+  switch (modelId) {
+    case "gpt-5.4":
+      return {
+        modelId,
+        templateId: "gpt-5.2",
+        templateName: "GPT-5.2",
+        cost: { input: 1.75, output: 14, cacheRead: 0.175, cacheWrite: 0 },
+        contextWindow: 400_000,
+        maxTokens: 128_000,
+      };
+    case "gpt-5.4-pro":
+      return {
+        modelId,
+        templateId: "gpt-5.2-pro",
+        templateName: "GPT-5.2 Pro",
+        cost: { input: 21, output: 168, cacheRead: 0, cacheWrite: 0 },
+        contextWindow: 400_000,
+        maxTokens: 128_000,
+      };
+    case "gpt-5.4-mini":
+      return {
+        modelId,
+        templateId: "gpt-5-mini",
+        templateName: "GPT-5 mini",
+        cost: { input: 0.25, output: 2, cacheRead: 0.025, cacheWrite: 0 },
+        contextWindow: 400_000,
+        maxTokens: 128_000,
+      };
+    case "gpt-5.4-nano":
+      return {
+        modelId,
+        templateId: "gpt-5-nano",
+        templateName: "GPT-5 nano",
+        cost: { input: 0.05, output: 0.4, cacheRead: 0.005, cacheWrite: 0 },
+        contextWindow: 400_000,
+        maxTokens: 128_000,
+      };
+    default:
+      throw new Error(`Unsupported live OpenAI model: ${modelId}`);
+  }
+}
+
+function resolveLiveModelCases(raw?: string): LiveModelCase[] {
+  const requested = raw
+    ?.split(",")
+    .map((value) => value.trim())
+    .filter(Boolean);
+  const modelIds = requested?.length ? requested : [...DEFAULT_LIVE_MODEL_IDS];
+  return [...new Set(modelIds)].map((modelId) => resolveLiveModelCase(modelId));
+}
+
+describeLive("buildOpenAIProvider live", () => {
+  it.each(resolveLiveModelCases(process.env.OPENCLAW_LIVE_OPENAI_MODELS))(
+    "resolves %s and completes through the OpenAI responses API",
+    async (liveCase) => {
+      const provider = buildOpenAIProvider();
+      const registry = {
+        find(providerId: string, id: string) {
+          if (providerId !== "openai") {
+            return null;
+          }
+          if (id === liveCase.templateId) {
+            return {
+              id: liveCase.templateId,
+              name: liveCase.templateName,
+              provider: "openai",
+              api: "openai-completions",
+              baseUrl: "https://api.openai.com/v1",
+              reasoning: true,
+              input: ["text", "image"],
+              cost: liveCase.cost,
+              contextWindow: liveCase.contextWindow,
+              maxTokens: liveCase.maxTokens,
+            };
+          }
+          return null;
+        },
+      };
+
+      const resolved = provider.resolveDynamicModel?.({
+        provider: "openai",
+        modelId: liveCase.modelId,
+        modelRegistry: registry as never,
+      });
+      if (!resolved) {
+        throw new Error(`openai provider did not resolve ${liveCase.modelId}`);
+      }
+
+      const normalized = provider.normalizeResolvedModel?.({
+        provider: "openai",
+        modelId: resolved.id,
+        model: resolved,
+      });
+
+      expect(normalized).toMatchObject({
+        provider: "openai",
+        id: liveCase.modelId,
+        api: "openai-responses",
+        baseUrl: "https://api.openai.com/v1",
+      });
+
+      const client = new OpenAI({
+        apiKey: OPENAI_API_KEY,
+        baseURL: normalized?.baseUrl,
+      });
+
+      const response = await client.responses.create({
+        model: normalized?.id ?? liveCase.modelId,
+        input: "Reply with exactly OK.",
+        max_output_tokens: 16,
+      });
+
+      expect(response.output_text.trim()).toMatch(/^OK[.!]?$/);
+    },
+    30_000,
+  );
+});