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/voyage/embedding-provider.ts

@@ -0,0 +1,85 @@
+import {
+  fetchRemoteEmbeddingVectors,
+  normalizeEmbeddingModelWithPrefixes,
+  resolveRemoteEmbeddingBearerClient,
+  type MemoryEmbeddingProvider,
+  type MemoryEmbeddingProviderCreateOptions,
+} from "openclaw/plugin-sdk/memory-core-host-engine-embeddings";
+import type { SsrFPolicy } from "openclaw/plugin-sdk/ssrf-runtime";
+
+export type VoyageEmbeddingClient = {
+  baseUrl: string;
+  headers: Record<string, string>;
+  ssrfPolicy?: SsrFPolicy;
+  model: string;
+};
+
+export const DEFAULT_VOYAGE_EMBEDDING_MODEL = "voyage-4-large";
+const DEFAULT_VOYAGE_BASE_URL = "https://api.voyageai.com/v1";
+const VOYAGE_MAX_INPUT_TOKENS: Record<string, number> = {
+  "voyage-3": 32000,
+  "voyage-3-lite": 16000,
+  "voyage-code-3": 32000,
+};
+
+export function normalizeVoyageModel(model: string): string {
+  return normalizeEmbeddingModelWithPrefixes({
+    model,
+    defaultModel: DEFAULT_VOYAGE_EMBEDDING_MODEL,
+    prefixes: ["voyage/"],
+  });
+}
+
+export async function createVoyageEmbeddingProvider(
+  options: MemoryEmbeddingProviderCreateOptions,
+): Promise<{ provider: MemoryEmbeddingProvider; client: VoyageEmbeddingClient }> {
+  const client = await resolveVoyageEmbeddingClient(options);
+  const url = `${client.baseUrl.replace(/\/$/, "")}/embeddings`;
+
+  const embed = async (input: string[], input_type?: "query" | "document"): Promise<number[][]> => {
+    if (input.length === 0) {
+      return [];
+    }
+    const body: { model: string; input: string[]; input_type?: "query" | "document" } = {
+      model: client.model,
+      input,
+    };
+    if (input_type) {
+      body.input_type = input_type;
+    }
+
+    return await fetchRemoteEmbeddingVectors({
+      url,
+      headers: client.headers,
+      ssrfPolicy: client.ssrfPolicy,
+      body,
+      errorPrefix: "voyage embeddings failed",
+    });
+  };
+
+  return {
+    provider: {
+      id: "voyage",
+      model: client.model,
+      maxInputTokens: VOYAGE_MAX_INPUT_TOKENS[client.model],
+      embedQuery: async (text) => {
+        const [vec] = await embed([text], "query");
+        return vec ?? [];
+      },
+      embedBatch: async (texts) => embed(texts, "document"),
+    },
+    client,
+  };
+}
+
+export async function resolveVoyageEmbeddingClient(
+  options: MemoryEmbeddingProviderCreateOptions,
+): Promise<VoyageEmbeddingClient> {
+  const { baseUrl, headers, ssrfPolicy } = await resolveRemoteEmbeddingBearerClient({
+    provider: "voyage",
+    options,
+    defaultBaseUrl: DEFAULT_VOYAGE_BASE_URL,
+  });
+  const model = normalizeVoyageModel(options.model);
+  return { baseUrl, headers, ssrfPolicy, model };
+}