diff --git a/README.md b/README.md
index c248c18..6644f42 100644
--- a/README.md
+++ b/README.md
@@ -185,13 +185,13 @@ openclaw plugins install -l /path/to/memory-powermem
 
 **Note:** Running `npm i memory-powermem` in a Node project only adds the package to that project’s `node_modules`; it does **not** register the plugin with OpenClaw. To use this as an OpenClaw plugin, you must run `openclaw plugins install memory-powermem` (or install from a path as above), then restart the gateway.
 
-After install, run `openclaw plugins list` and confirm `memory-powermem` is listed. With **no** `plugins.entries["memory-powermem"].config`, the plugin uses **defaults**: `mode: "cli"`, `envFile` under `~/.openclaw/powermem/powermem.env`, `pmemPath: "pmem"`, plus `autoCapture` / `autoRecall` / `inferOnAdd` enabled. Ensure `pmem` is on PATH (or set `pmemPath`) and the env file exists and is valid.
+After install, run `openclaw plugins list` and confirm `memory-powermem` is listed. With **no** `plugins.entries["memory-powermem"].config`, the plugin uses **defaults**: `mode: "cli"`, `pmemPath: "bundled"` (npm `powermem` from plugin dependencies), `useOpenClawModel: true` (SQLite under OpenClaw state + LLM from `agents.defaults.model`), plus `autoCapture` / `autoRecall` / `inferOnAdd` enabled. No separate `powermem.env` is required unless you opt out of OpenClaw model injection.
 
 ---
 
 ## Step 3: Configure OpenClaw (optional)
 
-If you use **CLI mode** with the default paths and `pmem` on PATH, you can skip this step. Customize for HTTP, a different URL/API key, or a non-default `envFile` / `pmemPath`.
+If you use **CLI mode** with defaults (`bundled` + OpenClaw model injection), you can skip this step. Customize for HTTP, a different URL/API key, Python `pmem` (`pmemPath: "auto"` or an absolute path), or a `powermem` `.env` via `envFile`.
 
 **CLI (default):**
 
@@ -205,7 +205,7 @@ If you use **CLI mode** with the default paths and `pmem` on PATH, you can skip
         "config": {
           "mode": "cli",
           "envFile": "/home/you/.openclaw/powermem/powermem.env",
-          "pmemPath": "pmem",
+          "pmemPath": "bundled",
           "autoCapture": true,
           "autoRecall": true,
           "inferOnAdd": true
@@ -230,7 +230,7 @@ If you use **CLI mode** with the default paths and `pmem` on PATH, you can skip
 
 Notes:
 
-- **CLI (default):** You may omit `mode` and use CLI when `baseUrl` is empty; use `envFile` + `pmemPath`.
+- **CLI (default):** You may omit `mode` and use CLI when `baseUrl` is empty. Default `pmemPath` is `bundled` (npm CLI). Use `envFile` and/or `pmemPath` when you need a custom setup.
 - **HTTP:** When `mode` is `http`, `baseUrl` is required; if you set `baseUrl` without `mode`, the plugin treats it as HTTP. Do **not** append `/api/v1` to `baseUrl`. If the server uses API key auth, add `"apiKey"`.
 - **Restart the OpenClaw gateway** (or Mac menubar app) after changing config.
 
@@ -287,7 +287,7 @@ After installing, uninstalling, or changing config, restart the OpenClaw gateway
 | `baseUrl`     | Yes (http) | PowerMem API base URL when `mode` is `http`, e.g. `http://localhost:8000`, no `/api/v1` suffix. |
 | `apiKey`      | No       | Set when PowerMem server has API key authentication enabled (http mode). |
 | `envFile`     | No       | CLI: path to PowerMem `.env` (default when using plugin defaults: `~/.openclaw/powermem/powermem.env`). |
-| `pmemPath`    | No       | CLI: path to `pmem` executable; default `pmem`. |
+| `pmemPath`    | No       | CLI: `bundled` (default), `auto`, or path/command for `pmem`. |
 | `userId`      | No       | User isolation (multi-user); default `openclaw-user`. |
 | `agentId`     | No       | Agent isolation (multi-agent); default `openclaw-agent`. |
 | `autoCapture` | No       | Auto-store from conversations after agent ends; default `true`. |
@@ -320,7 +320,7 @@ Exposed to OpenClaw agents:
 
 **1. `openclaw ltm health` fails or cannot connect**
 
-- **CLI:** `pmem` on PATH or correct `pmemPath`; valid `.env` at `envFile`.
+- **CLI:** npm `powermem` installed with the plugin (`bundled`), or correct `pmemPath`; optional `.env` at `envFile` if not using OpenClaw model injection.
 - **HTTP:** PowerMem is running (HTTP server in a terminal, or Docker); `baseUrl` is correct (e.g. `http://localhost:8000`; watch for `127.0.0.1` vs `localhost` mismatches).
 - Remote server: use the host IP or hostname instead of `localhost`.
 
diff --git a/README_CN.md b/README_CN.md
index 8456c71..72fbfd9 100644
--- a/README_CN.md
+++ b/README_CN.md
@@ -186,13 +186,13 @@ openclaw plugins install -l /path/to/memory-powermem
 
 **说明：** 在某个 Node 项目里执行 `npm i memory-powermem` 只会把包装进该项目的 `node_modules`，**不会**在 OpenClaw 里注册插件。若要在 OpenClaw 里使用本插件，必须执行 `openclaw plugins install memory-powermem`（或按上面用本地路径安装），再重启 gateway。
 
-安装成功后，可用 `openclaw plugins list` 确认能看到 `memory-powermem`。若未写 `plugins.entries["memory-powermem"].config`，插件 **默认**：`mode: "cli"`、`envFile` 为 `~/.openclaw/powermem/powermem.env`、`pmemPath: "pmem"`，并开启 `autoCapture`、`autoRecall`、`inferOnAdd`。请确保 `pmem` 在 PATH 上（或配置 `pmemPath`），且上述 `.env` 有效。
+安装成功后，可用 `openclaw plugins list` 确认能看到 `memory-powermem`。若未写 `plugins.entries["memory-powermem"].config`，插件 **默认**：`mode: "cli"`、`pmemPath: "bundled"`（优先插件旁的 npm `powermem`，否则用 PATH 上的 `pmem`）、`useOpenClawModel: true`（SQLite 在 OpenClaw 状态目录 + 从 `agents.defaults.model` 注入 LLM），并开启 `autoCapture`、`autoRecall`、`inferOnAdd`。若不使用 OpenClaw 注入模型，再准备 `powermem` 的 `.env`（`envFile`）。
 
 ---
 
 ## 第三步：配置 OpenClaw（可选）
 
-若使用 **CLI 默认路径** 且 `pmem` 已在 PATH，可跳过。需要 HTTP、改 URL/API Key、或自定义 `envFile` / `pmemPath` 时再改配置。
+若使用 **CLI 默认**（`bundled` + OpenClaw 模型注入），可跳过。需要 HTTP、改 URL/API Key、使用 Python 版 `pmem`（`pmemPath: "auto"` 或绝对路径）、或通过 `envFile` 时再改配置。
 
 **CLI（默认）：**
 
@@ -206,7 +206,7 @@ openclaw plugins install -l /path/to/memory-powermem
         "config": {
           "mode": "cli",
           "envFile": "/home/you/.openclaw/powermem/powermem.env",
-          "pmemPath": "pmem",
+          "pmemPath": "bundled",
           "autoCapture": true,
           "autoRecall": true,
           "inferOnAdd": true
@@ -231,7 +231,7 @@ openclaw plugins install -l /path/to/memory-powermem
 
 说明：
 
-- **CLI（默认）：** 可不写 `mode` 且 `baseUrl` 为空时走 CLI；使用 `envFile` + `pmemPath`。
+- **CLI（默认）：** 可不写 `mode` 且 `baseUrl` 为空时走 CLI。默认 `pmemPath` 为 `bundled`（npm CLI）。需要时再配 `envFile` / `pmemPath`。
 - **HTTP：** `mode` 为 `http` 时必须配置 `baseUrl`；若只写 `baseUrl` 不写 `mode`，插件会按 HTTP 处理。**不要**在 `baseUrl` 上加 `/api/v1`。若服务开了 API Key，加 `"apiKey"`。
 - 改完配置后**重启 OpenClaw gateway**（或 Mac 菜单栏应用）。
 
@@ -288,13 +288,15 @@ openclaw ltm search "咖啡"
 | `baseUrl`     | 是（http） | `mode` 为 `http` 时必填，PowerMem API 根地址，如 `http://localhost:8000`，不要带 `/api/v1`。 |
 | `apiKey`      | 否   | PowerMem 开启 API Key 鉴权时填写（http 模式）。 |
 | `envFile`     | 否   | CLI：PowerMem `.env`；插件默认约定 `~/.openclaw/powermem/powermem.env`。 |
-| `pmemPath`    | 否   | CLI 模式：`pmem` 可执行路径，默认 `pmem`。 |
+| `pmemPath`    | 否   | CLI：`bundled`（默认）、`auto` 或 `pmem` 的路径/命令。 |
 | `userId`      | 否   | 用于多用户隔离，默认 `openclaw-user`。 |
 | `agentId`     | 否   | 用于多 Agent 隔离，默认 `openclaw-agent`。 |
 | `autoCapture` | 否   | 会话结束后是否自动把对话交给 PowerMem 抽取记忆，默认 `true`。 |
 | `autoRecall`  | 否   | 会话开始前是否自动注入相关记忆，默认 `true`。 |
 | `inferOnAdd`  | 否   | 写入时是否用 PowerMem 智能抽取，默认 `true`。 |
 
+**记忆划分与分享：** `userId` / `agentId` 如何配合、与「组」相关的 `scope` / `run_id`、以及本插件始终携带 `agent_id` 的含义，见 [docs/agent-memory-sharing.md](docs/agent-memory-sharing.md)。
+
 **自动抓取**：会话结束时，会把本轮用户/助手文本发给 PowerMem（`infer: true`），由 PowerMem 抽取并落库。每轮最多 3 条，每条约 6000 字符以内。
 
 ---
@@ -321,7 +323,7 @@ openclaw ltm search "咖啡"
 
 **1. `openclaw ltm health` 报错连不上**
 
-- **CLI：** `pmem` 在 PATH 或 `pmemPath` 正确；`envFile` 指向有效 `.env`。
+- **CLI：** 插件已安装 npm `powermem`（`bundled`），或 `pmemPath` 正确；未用 OpenClaw 注入时再保证 `envFile`。
 - **HTTP：** PowerMem 已启动（方式 A 终端或 Docker）；`baseUrl` 正确（本机常用 `http://localhost:8000`，注意与 `127.0.0.1` 一致性问题）。
 - 若 OpenClaw 和 PowerMem 不在同一台机器，把 `localhost` 改成 PowerMem 所在机器的 IP 或域名。
 
diff --git a/client-cli.ts b/client-cli.ts
index f840159..82ac0c6 100644
--- a/client-cli.ts
+++ b/client-cli.ts
@@ -6,8 +6,9 @@
 
 import { existsSync } from "node:fs";
 import { execFileSync } from "node:child_process";
-import type { PowerMemConfig } from "./config.js";
+import { DEFAULT_PMEM_PATH, type PowerMemConfig } from "./config.js";
 import type { PowerMemAddResult, PowerMemSearchResult } from "./client.js";
+import { resolvePmemExecutable } from "./resolve-powermem-cli.js";
 
 const DEFAULT_MAX_BUFFER = 10 * 1024 * 1024; // 10 MiB
 
@@ -36,50 +37,60 @@ function parseJsonOrThrow<T>(stdout: string, context: string): T {
   }
 }
 
-/** Normalize CLI add result to PowerMemAddResult[]. */
-function normalizeAddOutput(raw: unknown): PowerMemAddResult[] {
+function coerceId(v: unknown): string | number {
+  if (v === null || v === undefined) return "";
+  if (typeof v === "number" && Number.isFinite(v)) return v;
+  const s = String(v).trim();
+  if (s !== "" && /^\d+$/.test(s)) {
+    const n = Number(s);
+    if (Number.isSafeInteger(n)) return n;
+  }
+  return s;
+}
+
+function mapAddRow(r: Record<string, unknown>): PowerMemAddResult {
+  const idRaw = r.memoryId ?? r.memory_id ?? r.id;
+  return {
+    memory_id: coerceId(idRaw),
+    content: String(r.memory ?? r.content ?? ""),
+    user_id: (r.userId ?? r.user_id) as string | undefined,
+    agent_id: (r.agentId ?? r.agent_id) as string | undefined,
+    metadata: r.metadata as Record<string, unknown> | undefined,
+  };
+}
+
+function mapSearchRow(r: Record<string, unknown>): PowerMemSearchResult {
+  const idRaw = r.memory_id ?? r.memoryId ?? r.id;
+  return {
+    memory_id: coerceId(idRaw),
+    content: String(r.content ?? r.memory ?? ""),
+    score: Number(r.score ?? r.similarity ?? 0),
+    metadata: r.metadata as Record<string, unknown> | undefined,
+  };
+}
+
+/** Normalize CLI add JSON (Python pmem or powermem-ts) to PowerMemAddResult[]. */
+export function normalizeAddOutput(raw: unknown): PowerMemAddResult[] {
   if (Array.isArray(raw)) {
-    return raw.map((r) => ({
-      memory_id: Number((r as Record<string, unknown>).id ?? (r as Record<string, unknown>).memory_id ?? 0),
-      content: String((r as Record<string, unknown>).memory ?? (r as Record<string, unknown>).content ?? ""),
-      user_id: (r as Record<string, unknown>).user_id as string | undefined,
-      agent_id: (r as Record<string, unknown>).agent_id as string | undefined,
-      metadata: (r as Record<string, unknown>).metadata as Record<string, unknown> | undefined,
-    }));
+    return raw.map((r) => mapAddRow(r as Record<string, unknown>));
   }
   const obj = raw as Record<string, unknown>;
-  const results = obj?.results ?? obj?.data;
+  const results = obj?.memories ?? obj?.results ?? obj?.data;
   if (Array.isArray(results)) {
-    return results.map((r: Record<string, unknown>) => ({
-      memory_id: Number(r.id ?? r.memory_id ?? 0),
-      content: String(r.memory ?? r.content ?? ""),
-      user_id: r.user_id as string | undefined,
-      agent_id: r.agent_id as string | undefined,
-      metadata: r.metadata as Record<string, unknown> | undefined,
-    }));
+    return results.map((r: Record<string, unknown>) => mapAddRow(r));
   }
   return [];
 }
 
-/** Normalize CLI search result to PowerMemSearchResult[]. */
-function normalizeSearchOutput(raw: unknown): PowerMemSearchResult[] {
+/** Normalize CLI search JSON to PowerMemSearchResult[]. */
+export function normalizeSearchOutput(raw: unknown): PowerMemSearchResult[] {
   if (Array.isArray(raw)) {
-    return raw.map((r) => ({
-      memory_id: Number((r as Record<string, unknown>).memory_id ?? (r as Record<string, unknown>).id ?? 0),
-      content: String((r as Record<string, unknown>).content ?? (r as Record<string, unknown>).memory ?? ""),
-      score: Number((r as Record<string, unknown>).score ?? (r as Record<string, unknown>).similarity ?? 0),
-      metadata: (r as Record<string, unknown>).metadata as Record<string, unknown> | undefined,
-    }));
+    return raw.map((r) => mapSearchRow(r as Record<string, unknown>));
   }
   const obj = raw as Record<string, unknown>;
   const results = obj?.results ?? obj?.data ?? obj?.memories;
   if (Array.isArray(results)) {
-    return results.map((r: Record<string, unknown>) => ({
-      memory_id: Number(r.memory_id ?? r.id ?? 0),
-      content: String(r.content ?? r.memory ?? ""),
-      score: Number(r.score ?? r.similarity ?? 0),
-      metadata: r.metadata as Record<string, unknown> | undefined,
-    }));
+    return results.map((r: Record<string, unknown>) => mapSearchRow(r));
   }
   return [];
 }
@@ -109,7 +120,7 @@ export class PowerMemCLIClient {
     const raw = cfg.envFile?.trim();
     const resolved = raw && existsSync(raw) ? raw : undefined;
     return new PowerMemCLIClient({
-      pmemPath: cfg.pmemPath ?? "pmem",
+      pmemPath: resolvePmemExecutable(cfg.pmemPath ?? DEFAULT_PMEM_PATH),
       resolvedEnvFile: resolved,
       userId,
       agentId,
@@ -155,7 +166,7 @@ export class PowerMemCLIClient {
     return this.resolvedEnvFile ? ["--env-file", this.resolvedEnvFile] : [];
   }
 
-  async health(): Promise<{ status: string }> {
+  async health(): Promise<{ status: string; error?: string }> {
     const argsList = [
       ...this.envFileArgs(),
       "--json",
@@ -172,8 +183,9 @@ export class PowerMemCLIClient {
     try {
       await this.run(argsList, "health");
       return { status: "healthy" };
-    } catch {
-      return { status: "unhealthy" };
+    } catch (err) {
+      const msg = err instanceof Error ? err.message : String(err);
+      return { status: "unhealthy", error: msg };
     }
   }
 
diff --git a/client.ts b/client.ts
index 9eeddd9..100bd3a 100644
--- a/client.ts
+++ b/client.ts
@@ -6,14 +6,15 @@
 import type { PowerMemConfig } from "./config.js";
 
 export type PowerMemSearchResult = {
-  memory_id: number;
+  /** String IDs are used by powermem-ts; HTTP API may return numeric ids. */
+  memory_id: string | number;
   content: string;
   score: number;
   metadata?: Record<string, unknown>;
 };
 
 export type PowerMemAddResult = {
-  memory_id: number;
+  memory_id: string | number;
   content: string;
   user_id?: string;
   agent_id?: string;
@@ -99,13 +100,18 @@ export class PowerMemClient {
   }
 
   /** GET /api/v1/system/health */
-  async health(): Promise<{ status: string }> {
-    const data = await this.request<{ data?: { status?: string } }>(
-      "GET",
-      "/api/v1/system/health",
-      undefined,
-    );
-    return { status: data?.data?.status ?? "unknown" };
+  async health(): Promise<{ status: string; error?: string }> {
+    try {
+      const data = await this.request<{ data?: { status?: string } }>(
+        "GET",
+        "/api/v1/system/health",
+        undefined,
+      );
+      return { status: data?.data?.status ?? "unknown" };
+    } catch (err) {
+      const msg = err instanceof Error ? err.message : String(err);
+      return { status: "unhealthy", error: msg };
+    }
   }
 
   /** POST /api/v1/memories */
@@ -126,7 +132,13 @@ export class PowerMemClient {
       body,
     );
     if (!res?.data) return [];
-    return res.data;
+    return res.data.map((row) => ({
+      ...row,
+      memory_id:
+        row.memory_id !== undefined && row.memory_id !== null
+          ? String(row.memory_id)
+          : row.memory_id,
+    }));
   }
 
   /** POST /api/v1/memories/search */
@@ -141,7 +153,14 @@ export class PowerMemClient {
       success: boolean;
       data?: { results?: PowerMemSearchResult[] };
     }>("POST", "/api/v1/memories/search", body);
-    return res?.data?.results ?? [];
+    const rows = res?.data?.results ?? [];
+    return rows.map((row) => ({
+      ...row,
+      memory_id:
+        row.memory_id !== undefined && row.memory_id !== null
+          ? String(row.memory_id)
+          : row.memory_id,
+    }));
   }
 
   /** DELETE /api/v1/memories/:memory_id */
diff --git a/config.ts b/config.ts
index cde55d2..aa759b0 100644
--- a/config.ts
+++ b/config.ts
@@ -34,7 +34,12 @@ export type PowerMemConfig = {
   apiKey?: string;
   /** CLI mode: path to .env (optional; pmem discovers if omitted). */
   envFile?: string;
-  /** CLI mode: path to pmem binary (default "pmem"). */
+  /**
+   * CLI: how to run `pmem`.
+   * - `bundled` (default): prefer npm `powermem` next to this plugin; else `pmem` on PATH (e.g. Python).
+   * - `auto`: same resolution as `bundled`.
+   * - any other string: command name or absolute path to a `pmem` binary.
+   */
   pmemPath?: string;
   /**
    * When true (default), inject LLM/embedding from OpenClaw gateway config into `pmem`
@@ -71,6 +76,9 @@ const ALLOWED_KEYS = [
   "inferOnAdd",
 ] as const;
 
+/** CLI `pmemPath` when omitted; npm `powermem` bundled with this plugin. */
+export const DEFAULT_PMEM_PATH = "bundled";
+
 export const powerMemConfigSchema = {
   parse(value: unknown): PowerMemConfig {
     if (!value || typeof value !== "object" || Array.isArray(value)) {
@@ -111,7 +119,7 @@ export const powerMemConfigSchema = {
     const pmemPath =
       typeof pmemPathRaw === "string" && pmemPathRaw.trim()
         ? pmemPathRaw.trim()
-        : "pmem";
+        : DEFAULT_PMEM_PATH;
 
     return {
       mode,
@@ -178,7 +186,7 @@ export const DEFAULT_PLUGIN_CONFIG: PowerMemConfig = {
   mode: "cli",
   baseUrl: "",
   envFile: undefined,
-  pmemPath: "pmem",
+  pmemPath: DEFAULT_PMEM_PATH,
   useOpenClawModel: true,
   autoCapture: true,
   autoRecall: true,
diff --git a/index.ts b/index.ts
index 98611c9..3aa1d6c 100644
--- a/index.ts
+++ b/index.ts
@@ -17,6 +17,7 @@ import type { OpenClawPluginServiceContext } from "openclaw/plugin-sdk";
 import {
   powerMemConfigSchema,
   DEFAULT_PLUGIN_CONFIG,
+  DEFAULT_PMEM_PATH,
   resolveUserId,
   resolveAgentId,
   type PowerMemConfig,
@@ -30,6 +31,7 @@ import {
   buildDefaultSqlitePowermemEnv,
   buildPowermemCliProcessEnv,
 } from "./openclaw-powermem-env.js";
+import { resolvePmemExecutable } from "./resolve-powermem-cli.js";
 
 type GatewayApi = OpenClawPluginApi & {
   config?: unknown;
@@ -64,7 +66,7 @@ const memoryPlugin = {
   id: "memory-powermem",
   name: "Memory (PowerMem)",
   description:
-    "PowerMem-backed long-term memory (intelligent extraction, forgetting curve). Default: local CLI (pmem); optional HTTP server for shared deployments.",
+    "PowerMem-backed long-term memory (intelligent extraction, forgetting curve). Default: local CLI (npm powermem / TS, or pmem on PATH); optional HTTP server for shared deployments.",
   kind: "memory" as const,
   configSchema: powerMemConfigSchema,
 
@@ -106,7 +108,9 @@ const memoryPlugin = {
       cfg.mode === "cli"
         ? PowerMemCLIClient.fromConfig(cfg, userId, agentId, { buildProcessEnv })
         : PowerMemClient.fromConfig(cfg, userId, agentId);
-    const modeLabel = cfg.mode === "cli" ? `cli (${cfg.pmemPath ?? "pmem"})` : cfg.baseUrl;
+    const resolvedPmem =
+      cfg.mode === "cli" ? resolvePmemExecutable(cfg.pmemPath ?? DEFAULT_PMEM_PATH) : "";
+    const modeLabel = cfg.mode === "cli" ? `cli (${resolvedPmem})` : cfg.baseUrl;
 
     api.logger.info(
       `memory-powermem: plugin registered (mode: ${cfg.mode}, ${modeLabel}, user: ${userId}, agent: ${agentId})`,
@@ -370,6 +374,9 @@ const memoryPlugin = {
             try {
               const h = await client.health();
               console.log("PowerMem:", h.status);
+              if (h.status !== "healthy" && "error" in h && h.error) {
+                console.error(h.error);
+              }
             } catch (err) {
               console.error("PowerMem health check failed:", err);
               process.exitCode = 1;
@@ -555,14 +562,19 @@ const memoryPlugin = {
       start: async (_ctx: OpenClawPluginServiceContext) => {
         try {
           const h = await client.health();
-          const where = cfg.mode === "cli" ? `cli ${cfg.pmemPath ?? "pmem"}` : cfg.baseUrl;
+          const where =
+            cfg.mode === "cli"
+              ? `cli ${resolvePmemExecutable(cfg.pmemPath ?? DEFAULT_PMEM_PATH)}`
+              : cfg.baseUrl;
+          const detail =
+            h.status !== "healthy" && "error" in h && h.error ? `: ${h.error}` : "";
           api.logger.info(
-            `memory-powermem: initialized (${where}, health: ${h.status})`,
+            `memory-powermem: initialized (${where}, health: ${h.status}${detail})`,
           );
         } catch (err) {
           const hint =
             cfg.mode === "cli"
-              ? "is pmem on PATH? Check agents.defaults.model + provider keys in OpenClaw, or set envFile to a powermem .env"
+              ? "is npm powermem installed (plugin dependencies)? Or set pmemPath to auto / a Python venv pmem. Check agents.defaults.model + keys, or envFile."
               : "is PowerMem server running?";
           api.logger.warn(
             `memory-powermem: health check failed (${hint}): ${String(err)}`,
diff --git a/install.sh b/install.sh
index d4403d2..59a3c5b 100644
--- a/install.sh
+++ b/install.sh
@@ -27,7 +27,8 @@ SELECTED_MODE="cli"
 BASE_URL="http://localhost:8000"
 API_KEY=""
 ENV_FILE=""
-PMEM_PATH="pmem"
+# Default matches plugin: npm powermem-ts (package "powermem"); use "pmem" only for Python on PATH.
+PMEM_PATH="bundled"
 POWMEM_DATA_DIR=""
 DEFAULT_POWMEM_ENV=""
 
@@ -52,7 +53,7 @@ for arg in "$@"; do
     echo "   or: bash install.sh [-y] [--workdir <path>]"
     echo ""
     echo "Options:"
-    echo "  -y, --yes        Non-interactive (defaults: cli, env ~/.openclaw/powermem/powermem.env)"
+    echo "  -y, --yes        Non-interactive (defaults: cli, bundled npm pmem, optional env template)"
     echo "  --workdir <path> OpenClaw config dir (default: ~/.openclaw)"
     echo "  -h, --help       Show this help"
     echo ""
@@ -168,6 +169,7 @@ EOF
 select_mode_and_config() {
   if [[ "$INSTALL_YES" == "1" ]]; then
     SELECTED_MODE="cli"
+    PMEM_PATH="bundled"
     ENV_FILE="${DEFAULT_POWMEM_ENV}"
     seed_powermem_env_if_missing "${ENV_FILE}"
     return 0
@@ -180,8 +182,8 @@ select_mode_and_config() {
     read -r -p "Path to PowerMem .env [${DEFAULT_POWMEM_ENV}]: " _ef < /dev/tty || true
     ENV_FILE="${_ef:-${DEFAULT_POWMEM_ENV}}"
     seed_powermem_env_if_missing "${ENV_FILE}"
-    read -r -p "pmem binary path [pmem]: " _pmem < /dev/tty || true
-    PMEM_PATH="${_pmem:-pmem}"
+    read -r -p "pmem path [bundled] (bundled=npm powermem-ts; or absolute path to Python venv pmem): " _pmem < /dev/tty || true
+    PMEM_PATH="${_pmem:-bundled}"
   else
     SELECTED_MODE="http"
     ENV_FILE=""
@@ -212,7 +214,7 @@ check_openclaw() {
 deploy_from_repo() {
   info "Deploying plugin from current directory..."
   mkdir -p "${PLUGIN_DEST}"
-  for f in index.ts config.ts client.ts client-cli.ts openclaw-powermem-env.ts openclaw.plugin.json package.json tsconfig.json .gitignore; do
+  for f in index.ts config.ts client.ts client-cli.ts resolve-powermem-cli.ts openclaw-powermem-env.ts openclaw.plugin.json package.json tsconfig.json .gitignore; do
     if [[ -f "$f" ]]; then
       cp "$f" "${PLUGIN_DEST}/"
     fi
@@ -237,6 +239,7 @@ deploy_from_github() {
     "config.ts"
     "client.ts"
     "client-cli.ts"
+    "resolve-powermem-cli.ts"
     "openclaw-powermem-env.ts"
     "openclaw.plugin.json"
     "package.json"
@@ -328,10 +331,12 @@ main() {
     echo "  2. openclaw gateway"
     echo "  3. openclaw ltm health"
   else
-    echo "  1. pip install powermem (venv recommended); put pmem on PATH when starting the gateway"
-    echo "  2. Edit LLM_* and EMBEDDING_* in: ${ENV_FILE:-$DEFAULT_POWMEM_ENV}"
-    echo "  3. openclaw gateway"
-    echo "  4. openclaw ltm health"
+    echo "  1. openclaw gateway  (default CLI uses npm powermem-ts in the plugin dir; no pip required)"
+    echo "  2. openclaw ltm health"
+    echo "  3. Optional: with useOpenClawModel (default), you usually do NOT need to edit the seeded file:"
+    echo "       ${ENV_FILE:-$DEFAULT_POWMEM_ENV}"
+    echo "     Edit it only if you disable OpenClaw model injection or want extra PowerMem tuning."
+    echo "  4. Optional: use Python pmem instead → set plugins.entries.memory-powermem.config.pmemPath to your venv pmem."
   fi
   echo ""
 }
diff --git a/openclaw.plugin.json b/openclaw.plugin.json
index b961121..59de819 100644
--- a/openclaw.plugin.json
+++ b/openclaw.plugin.json
@@ -26,9 +26,9 @@
     },
     "pmemPath": {
       "label": "pmem binary path",
-      "placeholder": "pmem",
+      "placeholder": "bundled",
       "advanced": true,
-      "help": "CLI mode: path to pmem (or powermem) executable. Default: pmem"
+      "help": "CLI mode: bundled (default) or auto = npm powermem next to this plugin if installed, else pmem on PATH; or absolute path / command name (e.g. Python venv pmem)"
     },
     "userId": {
       "label": "User ID",
diff --git a/package-lock.json b/package-lock.json
index 7ac373c..806e887 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,15 +1,16 @@
 {
   "name": "memory-powermem",
-  "version": "1.0.0",
+  "version": "0.4.0",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "memory-powermem",
-      "version": "1.0.0",
+      "version": "0.4.0",
       "license": "Apache-2.0",
       "dependencies": {
-        "@sinclair/typebox": "^0.34.0"
+        "@sinclair/typebox": "^0.34.0",
+        "powermem": "^0.1.0"
       },
       "devDependencies": {
         "@types/node": "^22.0.0",
@@ -25,6 +26,12 @@
         }
       }
     },
+    "node_modules/@cfworker/json-schema": {
+      "version": "4.1.1",
+      "resolved": "https://registry.npmjs.org/@cfworker/json-schema/-/json-schema-4.1.1.tgz",
+      "integrity": "sha512-gAmrUZSGtKc3AiBL71iNWxDsyUC5uMaKKGdvzYsBoTW/xi42JQHl7eKV2OYzCUqvc+D2RCcf7EXY2iCyFIk6og==",
+      "license": "MIT"
+    },
     "node_modules/@esbuild/aix-ppc64": {
       "version": "0.21.5",
       "resolved": "https://registry.npmjs.org/@esbuild/aix-ppc64/-/aix-ppc64-0.21.5.tgz",
@@ -423,6 +430,28 @@
       "dev": true,
       "license": "MIT"
     },
+    "node_modules/@langchain/core": {
+      "version": "1.1.39",
+      "resolved": "https://registry.npmjs.org/@langchain/core/-/core-1.1.39.tgz",
+      "integrity": "sha512-DP9c7TREy6iA7HnywstmUAsNyJNYTFpRg2yBfQ+6H0l1HnvQzei9GsQ36GeOLxgRaD3vm9K8urCcawSC7yQpCw==",
+      "license": "MIT",
+      "dependencies": {
+        "@cfworker/json-schema": "^4.0.2",
+        "@standard-schema/spec": "^1.1.0",
+        "ansi-styles": "^5.0.0",
+        "camelcase": "6",
+        "decamelize": "1.2.0",
+        "js-tiktoken": "^1.0.12",
+        "langsmith": ">=0.5.0 <1.0.0",
+        "mustache": "^4.2.0",
+        "p-queue": "^6.6.2",
+        "uuid": "^11.1.0",
+        "zod": "^3.25.76 || ^4"
+      },
+      "engines": {
+        "node": ">=20"
+      }
+    },
     "node_modules/@rollup/rollup-android-arm-eabi": {
       "version": "4.59.0",
       "resolved": "https://registry.npmjs.org/@rollup/rollup-android-arm-eabi/-/rollup-android-arm-eabi-4.59.0.tgz",
@@ -773,12 +802,31 @@
         "win32"
       ]
     },
+    "node_modules/@seekdb/js-bindings": {
+      "version": "1.2.0",
+      "resolved": "https://registry.npmjs.org/@seekdb/js-bindings/-/js-bindings-1.2.0.tgz",
+      "integrity": "sha512-s8h9vhszRqRweenCP7WZcMtIGu7Cfb6H/SDp6HPv7+gqy1z+jiaeit4vF6Ji+x0TXPkkcMUX/oB299rS/MXvHA==",
+      "license": "Apache-2.0",
+      "optional": true,
+      "dependencies": {
+        "adm-zip": "^0.5.16"
+      },
+      "engines": {
+        "node": ">=18"
+      }
+    },
     "node_modules/@sinclair/typebox": {
       "version": "0.34.48",
       "resolved": "https://registry.npmjs.org/@sinclair/typebox/-/typebox-0.34.48.tgz",
       "integrity": "sha512-kKJTNuK3AQOrgjjotVxMrCn1sUJwM76wMszfq1kdU4uYVJjvEWuFQ6HgvLt4Xz3fSmZlTOxJ/Ie13KnIcWQXFA==",
       "license": "MIT"
     },
+    "node_modules/@standard-schema/spec": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/@standard-schema/spec/-/spec-1.1.0.tgz",
+      "integrity": "sha512-l2aFy5jALhniG5HgqrD6jXLi/rUWrKvqN/qJx6yoJsgKhblVd+iqqU4RCXavm/jPityDo5TCvKMnpjKnOriy0w==",
+      "license": "MIT"
+    },
     "node_modules/@types/estree": {
       "version": "1.0.8",
       "resolved": "https://registry.npmjs.org/@types/estree/-/estree-1.0.8.tgz",
@@ -790,7 +838,6 @@
       "version": "22.19.15",
       "resolved": "https://registry.npmjs.org/@types/node/-/node-22.19.15.tgz",
       "integrity": "sha512-F0R/h2+dsy5wJAUe3tAU6oqa2qbWY5TpNfL/RGmo1y38hiyO1w3x2jPtt76wmuaJI4DQnOBu21cNXQ2STIUUWg==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "undici-types": "~6.21.0"
@@ -909,6 +956,41 @@
         "url": "https://opencollective.com/vitest"
       }
     },
+    "node_modules/accepts": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/accepts/-/accepts-2.0.0.tgz",
+      "integrity": "sha512-5cvg6CtKwfgdmVqY1WIiXKc3Q1bkRqGLi+2W/6ao+6Y7gu/RCwRuAhGEzh5B4KlszSuTLgZYuqFqo5bImjNKng==",
+      "license": "MIT",
+      "dependencies": {
+        "mime-types": "^3.0.0",
+        "negotiator": "^1.0.0"
+      },
+      "engines": {
+        "node": ">= 0.6"
+      }
+    },
+    "node_modules/adm-zip": {
+      "version": "0.5.17",
+      "resolved": "https://registry.npmjs.org/adm-zip/-/adm-zip-0.5.17.tgz",
+      "integrity": "sha512-+Ut8d9LLqwEvHHJl1+PIHqoyDxFgVN847JTVM3Izi3xHDWPE4UtzzXysMZQs64DMcrJfBeS/uoEP4AD3HQHnQQ==",
+      "license": "MIT",
+      "optional": true,
+      "engines": {
+        "node": ">=12.0"
+      }
+    },
+    "node_modules/ansi-styles": {
+      "version": "5.2.0",
+      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-5.2.0.tgz",
+      "integrity": "sha512-Cxwpt2SfTzTtXcfOlzGEee8O+c+MmUgGrNiBcXnuWxuFJHe6a5Hz7qwhwe5OgaSYI0IJvkLqWX1ASG+cJOkEiA==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/ansi-styles?sponsor=1"
+      }
+    },
     "node_modules/assertion-error": {
       "version": "2.0.1",
       "resolved": "https://registry.npmjs.org/assertion-error/-/assertion-error-2.0.1.tgz",
@@ -919,6 +1001,126 @@
         "node": ">=12"
       }
     },
+    "node_modules/aws-ssl-profiles": {
+      "version": "1.1.2",
+      "resolved": "https://registry.npmjs.org/aws-ssl-profiles/-/aws-ssl-profiles-1.1.2.tgz",
+      "integrity": "sha512-NZKeq9AfyQvEeNlN0zSYAaWrmBffJh3IELMZfRpJVWgrpEbtEpnjvzqBPf+mxoI287JohRDoa+/nsfqqiZmF6g==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 6.0.0"
+      }
+    },
+    "node_modules/base64-js": {
+      "version": "1.5.1",
+      "resolved": "https://registry.npmjs.org/base64-js/-/base64-js-1.5.1.tgz",
+      "integrity": "sha512-AKpaYlHn8t4SVbOHCy+b5+KKgvR4vrsD8vbvrbiQJps7fKDTkjkDry6ji0rUJjC0kzbNePLwzxq8iypo41qeWA==",
+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/feross"
+        },
+        {
+          "type": "patreon",
+          "url": "https://www.patreon.com/feross"
+        },
+        {
+          "type": "consulting",
+          "url": "https://feross.org/support"
+        }
+      ],
+      "license": "MIT"
+    },
+    "node_modules/better-sqlite3": {
+      "version": "12.9.0",
+      "resolved": "https://registry.npmjs.org/better-sqlite3/-/better-sqlite3-12.9.0.tgz",
+      "integrity": "sha512-wqUv4Gm3toFpHDQmaKD4QhZm3g1DjUBI0yzS4UBl6lElUmXFYdTQmmEDpAFa5o8FiFiymURypEnfVHzILKaxqQ==",
+      "hasInstallScript": true,
+      "license": "MIT",
+      "dependencies": {
+        "bindings": "^1.5.0",
+        "prebuild-install": "^7.1.1"
+      },
+      "engines": {
+        "node": "20.x || 22.x || 23.x || 24.x || 25.x"
+      }
+    },
+    "node_modules/bindings": {
+      "version": "1.5.0",
+      "resolved": "https://registry.npmjs.org/bindings/-/bindings-1.5.0.tgz",
+      "integrity": "sha512-p2q/t/mhvuOj/UeLlV6566GD/guowlr0hHxClI0W9m7MWYkL1F0hLo+0Aexs9HSPCtR1SXQ0TD3MMKrXZajbiQ==",
+      "license": "MIT",
+      "dependencies": {
+        "file-uri-to-path": "1.0.0"
+      }
+    },
+    "node_modules/bl": {
+      "version": "4.1.0",
+      "resolved": "https://registry.npmjs.org/bl/-/bl-4.1.0.tgz",
+      "integrity": "sha512-1W07cM9gS6DcLperZfFSj+bWLtaPGSOHWhPiGzXmvVJbRLdG82sH/Kn8EtW1VqWVA54AKf2h5k5BbnIbwF3h6w==",
+      "license": "MIT",
+      "dependencies": {
+        "buffer": "^5.5.0",
+        "inherits": "^2.0.4",
+        "readable-stream": "^3.4.0"
+      }
+    },
+    "node_modules/body-parser": {
+      "version": "2.2.2",
+      "resolved": "https://registry.npmjs.org/body-parser/-/body-parser-2.2.2.tgz",
+      "integrity": "sha512-oP5VkATKlNwcgvxi0vM0p/D3n2C3EReYVX+DNYs5TjZFn/oQt2j+4sVJtSMr18pdRr8wjTcBl6LoV+FUwzPmNA==",
+      "license": "MIT",
+      "dependencies": {
+        "bytes": "^3.1.2",
+        "content-type": "^1.0.5",
+        "debug": "^4.4.3",
+        "http-errors": "^2.0.0",
+        "iconv-lite": "^0.7.0",
+        "on-finished": "^2.4.1",
+        "qs": "^6.14.1",
+        "raw-body": "^3.0.1",
+        "type-is": "^2.0.1"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
+      }
+    },
+    "node_modules/buffer": {
+      "version": "5.7.1",
+      "resolved": "https://registry.npmjs.org/buffer/-/buffer-5.7.1.tgz",
+      "integrity": "sha512-EHcyIPBQ4BSGlvjB16k5KgAJ27CIsHY/2JBmCRReo48y9rQ3MaUzWX3KVlBa4U7MyX02HdVj0K7C3WaB3ju7FQ==",
+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/feross"
+        },
+        {
+          "type": "patreon",
+          "url": "https://www.patreon.com/feross"
+        },
+        {
+          "type": "consulting",
+          "url": "https://feross.org/support"
+        }
+      ],
+      "license": "MIT",
+      "dependencies": {
+        "base64-js": "^1.3.1",
+        "ieee754": "^1.1.13"
+      }
+    },
+    "node_modules/bytes": {
+      "version": "3.1.2",
+      "resolved": "https://registry.npmjs.org/bytes/-/bytes-3.1.2.tgz",
+      "integrity": "sha512-/Nf7TyzTx6S3yRJObOAV7956r8cr2+Oj8AC5dt8wSP3BQAoeX58NoHyCU8P8zGkNXStjTSi6fzO6F0pBdcYbEg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.8"
+      }
+    },
     "node_modules/cac": {
       "version": "6.7.14",
       "resolved": "https://registry.npmjs.org/cac/-/cac-6.7.14.tgz",
@@ -929,6 +1131,47 @@
         "node": ">=8"
       }
     },
+    "node_modules/call-bind-apply-helpers": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/call-bind-apply-helpers/-/call-bind-apply-helpers-1.0.2.tgz",
+      "integrity": "sha512-Sp1ablJ0ivDkSzjcaJdxEunN5/XvksFJ2sMBFfq6x0ryhQV/2b/KwFe21cMpmHtPOSij8K99/wSfoEuTObmuMQ==",
+      "license": "MIT",
+      "dependencies": {
+        "es-errors": "^1.3.0",
+        "function-bind": "^1.1.2"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
+    "node_modules/call-bound": {
+      "version": "1.0.4",
+      "resolved": "https://registry.npmjs.org/call-bound/-/call-bound-1.0.4.tgz",
+      "integrity": "sha512-+ys997U96po4Kx/ABpBCqhA9EuxJaQWDQg7295H4hBphv3IZg0boBKuwYpt4YXp6MZ5AmZQnU/tyMTlRpaSejg==",
+      "license": "MIT",
+      "dependencies": {
+        "call-bind-apply-helpers": "^1.0.2",
+        "get-intrinsic": "^1.3.0"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
+    "node_modules/camelcase": {
+      "version": "6.3.0",
+      "resolved": "https://registry.npmjs.org/camelcase/-/camelcase-6.3.0.tgz",
+      "integrity": "sha512-Gmy6FhYlCY7uOElZUSbxo2UCDH8owEk996gkbrpsgGtrJLM3J7jGxl9Ic7Qwwj4ivOE5AWZWRMecDdF7hqGjFA==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
     "node_modules/chai": {
       "version": "5.3.3",
       "resolved": "https://registry.npmjs.org/chai/-/chai-5.3.3.tgz",
@@ -956,11 +1199,65 @@
         "node": ">= 16"
       }
     },
+    "node_modules/chownr": {
+      "version": "1.1.4",
+      "resolved": "https://registry.npmjs.org/chownr/-/chownr-1.1.4.tgz",
+      "integrity": "sha512-jJ0bqzaylmJtVnNgzTeSOs8DPavpbYgEr/b0YL8/2GO3xJEhInFmhKMUnEJQjZumK7KXGFhUy89PrsJWlakBVg==",
+      "license": "ISC"
+    },
+    "node_modules/commander": {
+      "version": "14.0.3",
+      "resolved": "https://registry.npmjs.org/commander/-/commander-14.0.3.tgz",
+      "integrity": "sha512-H+y0Jo/T1RZ9qPP4Eh1pkcQcLRglraJaSLoyOtHxu6AapkjWVCy2Sit1QQ4x3Dng8qDlSsZEet7g5Pq06MvTgw==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=20"
+      }
+    },
+    "node_modules/content-disposition": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/content-disposition/-/content-disposition-1.1.0.tgz",
+      "integrity": "sha512-5jRCH9Z/+DRP7rkvY83B+yGIGX96OYdJmzngqnw2SBSxqCFPd0w2km3s5iawpGX8krnwSGmF0FW5Nhr0Hfai3g==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=18"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
+      }
+    },
+    "node_modules/content-type": {
+      "version": "1.0.5",
+      "resolved": "https://registry.npmjs.org/content-type/-/content-type-1.0.5.tgz",
+      "integrity": "sha512-nTjqfcBFEipKdXCv4YDQWCfmcLZKm81ldF0pAopTvyrFGVbcR6P/VAAd5G7N+0tTr8QqiU0tFadD6FK4NtJwOA==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.6"
+      }
+    },
+    "node_modules/cookie": {
+      "version": "0.7.2",
+      "resolved": "https://registry.npmjs.org/cookie/-/cookie-0.7.2.tgz",
+      "integrity": "sha512-yki5XnKuf750l50uGTllt6kKILY4nQ1eNIQatoXEByZ5dWgnKqbnqmTrBE5B4N7lrMJKQ2ytWMiTO2o0v6Ew/w==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.6"
+      }
+    },
+    "node_modules/cookie-signature": {
+      "version": "1.2.2",
+      "resolved": "https://registry.npmjs.org/cookie-signature/-/cookie-signature-1.2.2.tgz",
+      "integrity": "sha512-D76uU73ulSXrD1UXF4KE2TMxVVwhsnCgfAyTg9k8P6KGZjlXKrOLe4dJQKI3Bxi5wjesZoFXJWElNWBjPZMbhg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=6.6.0"
+      }
+    },
     "node_modules/debug": {
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+      },
+      "funding": {
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@@ -1213,6 +2761,51 @@
       "dev": true,
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+    "node_modules/simple-concat": {
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+      "resolved": "https://registry.npmjs.org/simple-concat/-/simple-concat-1.0.1.tgz",
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+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/feross"
+        },
+        {
+          "type": "patreon",
+          "url": "https://www.patreon.com/feross"
+        },
+        {
+          "type": "consulting",
+          "url": "https://feross.org/support"
+        }
+      ],
+      "license": "MIT"
+    },
+    "node_modules/simple-get": {
+      "version": "4.0.1",
+      "resolved": "https://registry.npmjs.org/simple-get/-/simple-get-4.0.1.tgz",
+      "integrity": "sha512-brv7p5WgH0jmQJr1ZDDfKDOSeWWg+OVypG99A/5vYGPqJ6pxiaHLy8nxtFjBA7oMa01ebA9gfh1uMCFqOuXxvA==",
+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/feross"
+        },
+        {
+          "type": "patreon",
+          "url": "https://www.patreon.com/feross"
+        },
+        {
+          "type": "consulting",
+          "url": "https://feross.org/support"
+        }
+      ],
+      "license": "MIT",
+      "dependencies": {
+        "decompress-response": "^6.0.0",
+        "once": "^1.3.1",
+        "simple-concat": "^1.0.0"
+      }
+    },
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       "version": "1.2.1",
       "resolved": "https://registry.npmjs.org/source-map-js/-/source-map-js-1.2.1.tgz",
@@ -1223,6 +2816,30 @@
         "node": ">=0.10.0"
       }
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+    "node_modules/split2": {
+      "version": "4.2.0",
+      "resolved": "https://registry.npmjs.org/split2/-/split2-4.2.0.tgz",
+      "integrity": "sha512-UcjcJOWknrNkF6PLX83qcHM6KHgVKNkV62Y8a5uYDVv9ydGQVwAHMKqHdJje1VTWpljG0WYpCDhrCdAOYH4TWg==",
+      "license": "ISC",
+      "engines": {
+        "node": ">= 10.x"
+      }
+    },
+    "node_modules/sql-escaper": {
+      "version": "1.3.3",
+      "resolved": "https://registry.npmjs.org/sql-escaper/-/sql-escaper-1.3.3.tgz",
+      "integrity": "sha512-BsTCV265VpTp8tm1wyIm1xqQCS+Q9NHx2Sr+WcnUrgLrQ6yiDIvHYJV5gHxsj1lMBy2zm5twLaZao8Jd+S8JJw==",
+      "license": "MIT",
+      "engines": {
+        "bun": ">=1.0.0",
+        "deno": ">=2.0.0",
+        "node": ">=12.0.0"
+      },
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/mysqljs/sql-escaper?sponsor=1"
+      }
+    },
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       "version": "0.0.2",
       "resolved": "https://registry.npmjs.org/stackback/-/stackback-0.0.2.tgz",
@@ -1230,6 +2847,15 @@
       "dev": true,
       "license": "MIT"
     },
+    "node_modules/statuses": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/statuses/-/statuses-2.0.2.tgz",
+      "integrity": "sha512-DvEy55V3DB7uknRo+4iOGT5fP1slR8wQohVdknigZPMpMstaKJQWhwiYBACJE3Ul2pTnATihhBYnRhZQHGBiRw==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.8"
+      }
+    },
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       "resolved": "https://registry.npmjs.org/std-env/-/std-env-3.10.0.tgz",
@@ -1237,6 +2863,52 @@
       "dev": true,
       "license": "MIT"
     },
+    "node_modules/string_decoder": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.3.0.tgz",
+      "integrity": "sha512-hkRX8U1WjJFd8LsDJ2yQ/wWWxaopEsABU1XfkM8A+j0+85JAGppt16cr1Whg6KIbb4okU6Mql6BOj+uup/wKeA==",
+      "license": "MIT",
+      "dependencies": {
+        "safe-buffer": "~5.2.0"
+      }
+    },
+    "node_modules/strip-json-comments": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/strip-json-comments/-/strip-json-comments-2.0.1.tgz",
+      "integrity": "sha512-4gB8na07fecVVkOI6Rs4e7T6NOTki5EmL7TUduTs6bu3EdnSycntVJ4re8kgZA+wx9IueI2Y11bfbgwtzuE0KQ==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
+    "node_modules/tar-fs": {
+      "version": "2.1.4",
+      "resolved": "https://registry.npmjs.org/tar-fs/-/tar-fs-2.1.4.tgz",
+      "integrity": "sha512-mDAjwmZdh7LTT6pNleZ05Yt65HC3E+NiQzl672vQG38jIrehtJk/J3mNwIg+vShQPcLF/LV7CMnDW6vjj6sfYQ==",
+      "license": "MIT",
+      "dependencies": {
+        "chownr": "^1.1.1",
+        "mkdirp-classic": "^0.5.2",
+        "pump": "^3.0.0",
+        "tar-stream": "^2.1.4"
+      }
+    },
+    "node_modules/tar-stream": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/tar-stream/-/tar-stream-2.2.0.tgz",
+      "integrity": "sha512-ujeqbceABgwMZxEJnk2HDY2DlnUZ+9oEcb1KzTVfYHio0UE6dG71n60d8D2I4qNvleWrrXpmjpt7vZeF1LnMZQ==",
+      "license": "MIT",
+      "dependencies": {
+        "bl": "^4.0.3",
+        "end-of-stream": "^1.4.1",
+        "fs-constants": "^1.0.0",
+        "inherits": "^2.0.3",
+        "readable-stream": "^3.1.1"
+      },
+      "engines": {
+        "node": ">=6"
+      }
+    },
     "node_modules/tinybench": {
       "version": "2.9.0",
       "resolved": "https://registry.npmjs.org/tinybench/-/tinybench-2.9.0.tgz",
@@ -1281,6 +2953,41 @@
         "node": ">=14.0.0"
       }
     },
+    "node_modules/toidentifier": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/toidentifier/-/toidentifier-1.0.1.tgz",
+      "integrity": "sha512-o5sSPKEkg/DIQNmH43V0/uerLrpzVedkUh8tGNvaeXpfpuwjKenlSox/2O/BTlZUtEe+JG7s5YhEz608PlAHRA==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=0.6"
+      }
+    },
+    "node_modules/tunnel-agent": {
+      "version": "0.6.0",
+      "resolved": "https://registry.npmjs.org/tunnel-agent/-/tunnel-agent-0.6.0.tgz",
+      "integrity": "sha512-McnNiV1l8RYeY8tBgEpuodCC1mLUdbSN+CYBL7kJsJNInOP8UjDDEwdk6Mw60vdLLrr5NHKZhMAOSrR2NZuQ+w==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "safe-buffer": "^5.0.1"
+      },
+      "engines": {
+        "node": "*"
+      }
+    },
+    "node_modules/type-is": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/type-is/-/type-is-2.0.1.tgz",
+      "integrity": "sha512-OZs6gsjF4vMp32qrCbiVSkrFmXtG/AZhY3t0iAMrMBiAZyV9oALtXO8hsrHbMXF9x6L3grlFuwW2oAz7cav+Gw==",
+      "license": "MIT",
+      "dependencies": {
+        "content-type": "^1.0.5",
+        "media-typer": "^1.1.0",
+        "mime-types": "^3.0.0"
+      },
+      "engines": {
+        "node": ">= 0.6"
+      }
+    },
     "node_modules/typescript": {
       "version": "5.9.3",
       "resolved": "https://registry.npmjs.org/typescript/-/typescript-5.9.3.tgz",
@@ -1299,9 +3006,45 @@
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-      "dev": true,
       "license": "MIT"
     },
+    "node_modules/unpipe": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/unpipe/-/unpipe-1.0.0.tgz",
+      "integrity": "sha512-pjy2bYhSsufwWlKwPc+l3cN7+wuJlK6uz0YdJEOlQDbl6jo/YlPi4mb8agUkVC8BF7V8NuzeyPNqRksA3hztKQ==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.8"
+      }
+    },
+    "node_modules/util-deprecate": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz",
+      "integrity": "sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw==",
+      "license": "MIT"
+    },
+    "node_modules/uuid": {
+      "version": "11.1.0",
+      "resolved": "https://registry.npmjs.org/uuid/-/uuid-11.1.0.tgz",
+      "integrity": "sha512-0/A9rDy9P7cJ+8w1c9WD9V//9Wj15Ce2MPz8Ri6032usz+NfePxx5AcN3bN+r6ZL6jEo066/yNYB3tn4pQEx+A==",
+      "funding": [
+        "https://github.com/sponsors/broofa",
+        "https://github.com/sponsors/ctavan"
+      ],
+      "license": "MIT",
+      "bin": {
+        "uuid": "dist/esm/bin/uuid"
+      }
+    },
+    "node_modules/vary": {
+      "version": "1.1.2",
+      "resolved": "https://registry.npmjs.org/vary/-/vary-1.1.2.tgz",
+      "integrity": "sha512-BNGbWLfd0eUPabhkXUVm0j8uuvREyTh5ovRa/dyow/BqAbZJyC+5fU+IzQOzmAKzYqYRAISoRhdQr3eIZ/PXqg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.8"
+      }
+    },
     "node_modules/vite": {
       "version": "5.4.21",
       "resolved": "https://registry.npmjs.org/vite/-/vite-5.4.21.tgz",
@@ -1467,6 +3210,30 @@
       "engines": {
         "node": ">=8"
       }
+    },
+    "node_modules/wrappy": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
+      "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==",
+      "license": "ISC"
+    },
+    "node_modules/xtend": {
+      "version": "4.0.2",
+      "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz",
+      "integrity": "sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=0.4"
+      }
+    },
+    "node_modules/zod": {
+      "version": "4.3.6",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-4.3.6.tgz",
+      "integrity": "sha512-rftlrkhHZOcjDwkGlnUtZZkvaPHCsDATp4pGpuOOMDaTdDDXF91wuVDJoWoPsKX/3YPQ5fHuF3STjcYyKr+Qhg==",
+      "license": "MIT",
+      "funding": {
+        "url": "https://github.com/sponsors/colinhacks"
+      }
     }
   }
 }
diff --git a/package.json b/package.json
index b03200c..c2d15dd 100644
--- a/package.json
+++ b/package.json
@@ -1,7 +1,7 @@
 {
   "name": "memory-powermem",
-  "version": "1.0.0",
-  "description": "OpenClaw plugin: long-term memory via PowerMem (default local CLI; optional HTTP server; intelligent extraction, Ebbinghaus forgetting curve).",
+  "version": "0.4.0",
+  "description": "OpenClaw plugin: long-term memory via PowerMem (default local CLI: npm powermem or pmem on PATH; optional HTTP server; intelligent extraction, Ebbinghaus forgetting curve).",
   "type": "module",
   "main": "index.ts",
   "exports": {
@@ -12,6 +12,7 @@
     "config.ts",
     "client.ts",
     "client-cli.ts",
+    "resolve-powermem-cli.ts",
     "openclaw-powermem-env.ts",
     "openclaw.plugin.json"
   ],
@@ -20,7 +21,9 @@
     "lint": "tsc --noEmit"
   },
   "dependencies": {
-    "@sinclair/typebox": "^0.34.0"
+    "@langchain/openai": "^1.4.1",
+    "@sinclair/typebox": "^0.34.0",
+    "powermem": "^0.1.1"
   },
   "devDependencies": {
     "@types/node": "^22.0.0",
@@ -31,11 +34,20 @@
     "openclaw": ">=2026.1.0"
   },
   "peerDependenciesMeta": {
-    "openclaw": { "optional": true }
+    "openclaw": {
+      "optional": true
+    }
   },
   "openclaw": {
-    "extensions": ["./index.ts"]
+    "extensions": [
+      "./index.ts"
+    ]
   },
   "repository": "",
-  "license": "Apache-2.0"
+  "license": "Apache-2.0",
+  "pnpm": {
+    "onlyBuiltDependencies": [
+      "better-sqlite3"
+    ]
+  }
 }
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
new file mode 100644
index 0000000..d486f54
--- /dev/null
+++ b/pnpm-lock.yaml
@@ -0,0 +1,6053 @@
+lockfileVersion: '9.0'
+
+settings:
+  autoInstallPeers: true
+  excludeLinksFromLockfile: false
+
+importers:
+
+  .:
+    dependencies:
+      '@langchain/openai':
+        specifier: ^1.4.1
+        version: 1.4.4(@langchain/core@1.1.39(openai@6.34.0(ws@8.20.0)(zod@4.3.6))(ws@8.20.0))(ws@8.20.0)
+      '@sinclair/typebox':
+        specifier: ^0.34.0
+        version: 0.34.48
+      openclaw:
+        specifier: '>=2026.1.0'
+        version: 2026.3.23(@cfworker/json-schema@4.1.1)(@napi-rs/canvas@0.1.97)
+      powermem:
+        specifier: ^0.1.1
+        version: 0.1.1(@langchain/openai@1.4.4(@langchain/core@1.1.39(openai@6.34.0(ws@8.20.0)(zod@4.3.6))(ws@8.20.0))(ws@8.20.0))(@types/node@22.19.15)(openai@6.34.0(ws@8.20.0)(zod@4.3.6))(ws@8.20.0)
+    devDependencies:
+      '@types/node':
+        specifier: ^22.0.0
+        version: 22.19.15
+      typescript:
+        specifier: ^5.0.0
+        version: 5.9.3
+      vitest:
+        specifier: ^2.0.0
+        version: 2.1.9(@types/node@22.19.15)
+
+packages:
+
+  '@agentclientprotocol/sdk@0.16.1':
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+
+  type-is@2.0.1:
+    dependencies:
+      content-type: 1.0.5
+      media-typer: 1.1.0
+      mime-types: 3.0.2
+
+  typescript@5.9.3: {}
+
+  uc.micro@2.1.0: {}
+
+  uhyphen@0.2.0: {}
+
+  uint8array-extras@1.5.0: {}
+
+  undici-types@6.21.0: {}
+
+  undici-types@7.16.0: {}
+
+  undici@7.24.5: {}
+
+  unpipe@1.0.0: {}
+
+  util-deprecate@1.0.2: {}
+
+  uuid@10.0.0: {}
+
+  uuid@11.1.0: {}
+
+  uuid@13.0.0: {}
+
+  uuid@9.0.1: {}
+
+  vary@1.1.2: {}
+
+  vite-node@2.1.9(@types/node@22.19.15):
+    dependencies:
+      cac: 6.7.14
+      debug: 4.4.3
+      es-module-lexer: 1.7.0
+      pathe: 1.1.2
+      vite: 5.4.21(@types/node@22.19.15)
+    transitivePeerDependencies:
+      - '@types/node'
+      - less
+      - lightningcss
+      - sass
+      - sass-embedded
+      - stylus
+      - sugarss
+      - supports-color
+      - terser
+
+  vite@5.4.21(@types/node@22.19.15):
+    dependencies:
+      esbuild: 0.21.5
+      postcss: 8.5.8
+      rollup: 4.60.0
+    optionalDependencies:
+      '@types/node': 22.19.15
+      fsevents: 2.3.3
+
+  vitest@2.1.9(@types/node@22.19.15):
+    dependencies:
+      '@vitest/expect': 2.1.9
+      '@vitest/mocker': 2.1.9(vite@5.4.21(@types/node@22.19.15))
+      '@vitest/pretty-format': 2.1.9
+      '@vitest/runner': 2.1.9
+      '@vitest/snapshot': 2.1.9
+      '@vitest/spy': 2.1.9
+      '@vitest/utils': 2.1.9
+      chai: 5.3.3
+      debug: 4.4.3
+      expect-type: 1.3.0
+      magic-string: 0.30.21
+      pathe: 1.1.2
+      std-env: 3.10.0
+      tinybench: 2.9.0
+      tinyexec: 0.3.2
+      tinypool: 1.1.1
+      tinyrainbow: 1.2.0
+      vite: 5.4.21(@types/node@22.19.15)
+      vite-node: 2.1.9(@types/node@22.19.15)
+      why-is-node-running: 2.3.0
+    optionalDependencies:
+      '@types/node': 22.19.15
+    transitivePeerDependencies:
+      - less
+      - lightningcss
+      - msw
+      - sass
+      - sass-embedded
+      - stylus
+      - sugarss
+      - supports-color
+      - terser
+
+  web-streams-polyfill@3.3.3: {}
+
+  webidl-conversions@3.0.1: {}
+
+  whatwg-url@5.0.0:
+    dependencies:
+      tr46: 0.0.3
+      webidl-conversions: 3.0.1
+
+  which@2.0.2:
+    dependencies:
+      isexe: 2.0.0
+
+  why-is-node-running@2.3.0:
+    dependencies:
+      siginfo: 2.0.0
+      stackback: 0.0.2
+
+  wrap-ansi@7.0.0:
+    dependencies:
+      ansi-styles: 4.3.0
+      string-width: 4.2.3
+      strip-ansi: 6.0.1
+
+  wrappy@1.0.2: {}
+
+  ws@8.20.0: {}
+
+  xtend@4.0.2: {}
+
+  y18n@5.0.8: {}
+
+  yallist@5.0.0: {}
+
+  yaml@2.8.3: {}
+
+  yargs-parser@20.2.9: {}
+
+  yargs-parser@21.1.1: {}
+
+  yargs@16.2.0:
+    dependencies:
+      cliui: 7.0.4
+      escalade: 3.2.0
+      get-caller-file: 2.0.5
+      require-directory: 2.1.1
+      string-width: 4.2.3
+      y18n: 5.0.8
+      yargs-parser: 20.2.9
+
+  yargs@17.7.2:
+    dependencies:
+      cliui: 8.0.1
+      escalade: 3.2.0
+      get-caller-file: 2.0.5
+      require-directory: 2.1.1
+      string-width: 4.2.3
+      y18n: 5.0.8
+      yargs-parser: 21.1.1
+
+  yauzl@2.10.0:
+    dependencies:
+      buffer-crc32: 0.2.13
+      fd-slicer: 1.1.0
+
+  yoctocolors@2.1.2: {}
+
+  zod-to-json-schema@3.25.1(zod@4.3.6):
+    dependencies:
+      zod: 4.3.6
+
+  zod@4.3.6: {}
diff --git a/resolve-powermem-cli.ts b/resolve-powermem-cli.ts
new file mode 100644
index 0000000..b3518a7
--- /dev/null
+++ b/resolve-powermem-cli.ts
@@ -0,0 +1,37 @@
+/**
+ * Resolve the `pmem` executable for CLI mode.
+ * - `bundled` / `auto` / empty: npm `powermem` next to this plugin if installed, else `pmem` on PATH (e.g. Python).
+ * - anything else: passed through (absolute path or command name).
+ */
+
+import { existsSync } from "node:fs";
+import { dirname, join } from "node:path";
+import { createRequire } from "node:module";
+
+const require = createRequire(import.meta.url);
+
+/**
+ * Resolve npm `powermem`'s CLI script. We cannot use `require.resolve("powermem/dist/cli.js")`
+ * because the published package's `exports` field does not expose that subpath.
+ */
+export function resolveBundledPowermemCliPath(): string | undefined {
+  try {
+    const main = require.resolve("powermem");
+    const cli = join(dirname(main), "cli.js");
+    return existsSync(cli) ? cli : undefined;
+  } catch {
+    return undefined;
+  }
+}
+
+/**
+ * @param pmemPath - From config: `auto` | `bundled` | `pmem` | path to binary
+ */
+export function resolvePmemExecutable(pmemPath: string): string {
+  const t = pmemPath.trim();
+  if (t === "bundled" || t === "auto" || t === "") {
+    const p = resolveBundledPowermemCliPath();
+    return p ?? "pmem";
+  }
+  return t;
+}
diff --git a/skills/install-memory-powermem-full/SKILL.md b/skills/install-memory-powermem-full/SKILL.md
index 31c3c11..84de4f3 100644
--- a/skills/install-memory-powermem-full/SKILL.md
+++ b/skills/install-memory-powermem-full/SKILL.md
@@ -1,6 +1,6 @@
 ---
 name: install-memory-powermem-full
-description: OpenClaw full guide skill (id and folder name install-memory-powermem-full). Step-by-step install and configuration for the PowerMem long-term memory plugin—options, tools, troubleshooting—and bundled reference docs. Complements the quickstart skill install-memory-powermem; either can be used alone.
+description: OpenClaw full guide skill (id and folder name install-memory-powermem-full). Step-by-step install and configuration for the PowerMem long-term memory plugin—default powermem-ts (npm) CLI, optional Python pmem, HTTP, tools, troubleshooting—and bundled reference docs. Complements install-memory-powermem; either can be used alone.
 triggers:
   - "安装 PowerMem 记忆"
   - "安装 PowerMem 记忆插件"
@@ -29,35 +29,31 @@ This skill folder includes supplementary docs:
 
 ## When User Asks to Install
 
-**Recommended order (TO C):** (1) OpenClaw installed and **default model + provider auth** configured. (2) **Python 3.10+ verified** (`python3 --version`) *before* venv / `pip install`. (3) `pip install powermem` and `pmem` available to the gateway (PATH or `pmemPath`). (4) Install the **memory-powermem** plugin. **No `powermem.env` is required** for the default path.
+**Recommended order (TO C):** (1) OpenClaw installed and **default model + provider auth** configured. (2) Install the **memory-powermem** plugin. (3) Default **CLI** uses **powermem-ts** (npm package **`powermem`**) via **`pmemPath: bundled`**—no Python required; the plugin’s `npm install` / `pnpm install` pulls `powermem`, **`@langchain/openai`**, and native deps (**`better-sqlite3`**). (4) *Optional:* use **Python** `pmem` from [oceanbase/powermem](https://github.com/oceanbase/powermem) instead by setting **`pmemPath`** to the venv binary. **No `powermem.env` is required** for the default path when **`useOpenClawModel`** is true.
 
-The curl **`install.sh`** deploys the plugin and OpenClaw entries; with **`-y`** it may still create **`~/.openclaw/powermem/powermem.env`** as an *optional* template—it does **not** run `pip install powermem`. That file is **not** required if the user relies on **OpenClaw-injected** LLM + default SQLite.
+The curl **`install.sh`** deploys the plugin and OpenClaw entries; with **`-y`** it may still create **`~/.openclaw/powermem/powermem.env`** as an *optional* template—it does **not** require `pip install powermem`. That file is **not** required if the user relies on **OpenClaw-injected** LLM + default SQLite + **bundled** npm CLI.
 
 1. **Check OpenClaw**  
    `openclaw --version`. If missing: `npm install -g openclaw`, `openclaw onboard`.  
    Ensure **`agents.defaults.model`** is set (e.g. `openai/gpt-4o-mini`) and the corresponding **provider / API key** works for normal chat—the plugin reuses that for PowerMem when **`useOpenClawModel`** is true (default).
 
-2. **Check Python (required before venv / pip)**  
-   PowerMem needs **Python 3.10 or newer**. Run **`python3 --version`** first; the minor version must be **≥ 10** (e.g. 3.10.x, 3.12.x). Optional strict check:
-   ```bash
-   python3 -c "import sys; assert sys.version_info >= (3, 10), 'Need Python 3.10+'; print(sys.version.split()[0], 'OK')"
-   ```
-   If it fails: upgrade Python or use a specific binary (e.g. `python3.12`) for all commands below instead of `python3`.
+2. **Install the plugin**  
+   `openclaw plugins install /path/to/memory-powermem` (or `openclaw plugins install memory-powermem` from npm), or run **`install.sh`** from the [memory-powermem](https://github.com/ob-labs/memory-powermem) repo — see **One-click plugin deploy (`install.sh`)** below for curl / flags / `--workdir`.
 
-3. **Install PowerMem (CLI — default)**  
-   - Venv recommended: e.g. `python3 -m venv ~/.openclaw/powermem/.venv && source ~/.openclaw/powermem/.venv/bin/activate`.  
-   - `pip install powermem`.  
+3. **PowerMem CLI — default: powermem-ts (npm), no Python**  
+   - Plugin default **`pmemPath: bundled`**: runs the **`powermem`** npm package (TypeScript / **powermem-ts**) shipped with the plugin (`node_modules/.../powermem/dist/cli.js`).  
+   - After `openclaw plugins install` or **`install.sh`**, dependencies are installed under the plugin directory; for a **local path** / symlink install, run **`pnpm install` / `npm install`** in that directory.  
+   - **pnpm 10+:** allow **`better-sqlite3`** install scripts (see plugin **`package.json`** → **`pnpm.onlyBuiltDependencies`**) or run **`pnpm rebuild better-sqlite3`** if the native module failed to build.  
    - **Defaults:** Plugin injects **SQLite** at `<OpenClaw stateDir>/powermem/data/powermem.db` and **LLM + embedding** env vars derived from OpenClaw. Typical `stateDir` is `~/.openclaw` unless the user uses another instance (`OPENCLAW_STATE_DIR`, `--workdir`).  
    - **Optional `envFile`:** Path to a PowerMem `.env` for extra tuning. If the file **exists**, `pmem` loads it; **OpenClaw-derived vars still override** the same keys when `useOpenClawModel` is true.  
-   - **`useOpenClawModel: false`:** Disables injection; user must supply a **complete** PowerMem config via `.env` and/or environment variables.  
-   - **Verify:** `pmem --version`. If the gateway does not inherit the venv, set **`pmemPath`** to the absolute path of `pmem`.
+   - **`useOpenClawModel: false`:** Disables injection; user must supply a **complete** PowerMem config via `.env` and/or environment variables.
 
-4. **HTTP path (enterprise / shared server)**  
-   - Same **Python 3.10+** requirement as CLI; then `pip install powermem`, `.env` in server working directory, `powermem-server --host 0.0.0.0 --port 8000`.  
-   - Check: `curl -s http://localhost:8000/api/v1/system/health`.
+4. **Optional: Python CLI instead of bundled npm**  
+   For [oceanbase/powermem](https://github.com/oceanbase/powermem) **Python** `pmem`: **Python 3.10+**, venv + `pip install powermem`, then set **`pmemPath`** to the absolute path of the `pmem` binary (gateway may not inherit venv `PATH`). Verify with **`pmem --version`**.
 
-5. **Install the plugin**  
-   `openclaw plugins install /path/to/memory-powermem` (or `openclaw plugins install memory-powermem` from npm), or run **`install.sh`** from the [memory-powermem](https://github.com/ob-labs/memory-powermem) repo — see **One-click plugin deploy (`install.sh`)** below for curl / flags / `--workdir`.
+5. **HTTP path (enterprise / shared server)**  
+   - Run **`powermem-server`** from the same **powermem-ts** stack (npm) or from a Python/Docker deployment; `.env` in server working directory with DB + LLM + embedding; e.g. `powermem-server --host 0.0.0.0 --port 8000`.  
+   - Check: `curl -s http://localhost:8000/api/v1/system/health`.
 
 6. **Configure OpenClaw**  
 
@@ -68,7 +64,7 @@ The curl **`install.sh`** deploys the plugin and OpenClaw entries; with **`-y`**
    openclaw config set plugins.enabled true
    openclaw config set plugins.slots.memory memory-powermem
    openclaw config set plugins.entries.memory-powermem.config.mode cli
-   openclaw config set plugins.entries.memory-powermem.config.pmemPath pmem
+   openclaw config set plugins.entries.memory-powermem.config.pmemPath bundled
    openclaw config set plugins.entries.memory-powermem.config.useOpenClawModel true --json
    openclaw config set plugins.entries.memory-powermem.config.autoCapture true --json
    openclaw config set plugins.entries.memory-powermem.config.autoRecall true --json
@@ -109,9 +105,9 @@ The curl **`install.sh`** deploys the plugin and OpenClaw entries; with **`-y`**
 
 ## One-click plugin deploy (`install.sh`)
 
-**Requires:** OpenClaw installed (`openclaw --version`). The script does **not** run `pip install powermem`; ensure **`pmem`** is on PATH when the gateway runs or set **`pmemPath`**.
+**Requires:** OpenClaw installed (`openclaw --version`). The script runs **`npm install`** (or equivalent) **inside the deployed plugin directory** so **powermem-ts** is available; it does **not** run `pip install powermem`. Default **`pmemPath`** is **`bundled`** (npm CLI).
 
-**Default:** configures plugin **CLI** mode. With **`-y`**, it may still create **`~/.openclaw/powermem/powermem.env`** as an optional template — not required if you use OpenClaw-injected LLM + default SQLite.
+**Default:** configures plugin **CLI** mode. With **`-y`**, it may still create **`~/.openclaw/powermem/powermem.env`** as an optional template — not required if you use OpenClaw-injected LLM + default SQLite + bundled CLI.
 
 ```bash
 curl -fsSL https://raw.githubusercontent.com/ob-labs/memory-powermem/main/install.sh | bash
@@ -201,7 +197,7 @@ Plugin data and default SQLite follow **that** instance’s `stateDir`.
 | `baseUrl` | — | Required for HTTP; if `mode` omitted and `baseUrl` set → HTTP. |
 | `apiKey` | — | HTTP server auth. |
 | `envFile` | — | Optional CLI `.env` (used only if file exists). |
-| `pmemPath` | `pmem` | CLI binary path. |
+| `pmemPath` | `bundled` | CLI: **`bundled`** = npm **powermem-ts** next to the plugin; **`auto`** / empty resolves bundled then falls back to **`pmem` on PATH** (e.g. Python); or an absolute path to a `pmem` executable. |
 | `useOpenClawModel` | `true` | Inject LLM/embedding from OpenClaw + default SQLite under state dir. |
 | `recallLimit` | `5` | Max memories per recall. |
 | `recallScoreThreshold` | `0` | Min score 0–1. |
@@ -210,7 +206,7 @@ Plugin data and default SQLite follow **that** instance’s `stateDir`.
 ## Daily Operations
 
 ```bash
-openclaw gateway
+openclaw gateway restart
 
 openclaw ltm health
 openclaw ltm add "Some fact to remember"
@@ -226,9 +222,11 @@ Restart the gateway after slot or plugin config changes.
 
 | Symptom | Fix |
 |---------|-----|
-| **Python < 3.10** | Run step 2 first; upgrade Python or use `python3.11` / `python3.12` for venv and `pip install`. Do not skip the version check. |
-| **`pip install powermem` fails** | Confirm Python 3.10+, clean venv. See [PowerMem issues](https://github.com/oceanbase/powermem/issues). |
-| **`pmem` not found** | Activate venv or set **`pmemPath`** to the full binary. |
+| **`spawnSync pmem ENOENT` / bundled CLI not resolved** | Run **`pnpm install` / `npm install`** in the plugin directory; ensure **`pmemPath`** is **`bundled`** or points to a real **`powermem/dist/cli.js`**. |
+| **`ERR_MODULE_NOT_FOUND` (e.g. `@langchain/openai`)** | Ensure plugin **`package.json`** dependencies are installed (**memory-powermem** lists **`@langchain/openai`** for optional peers of **powermem**). |
+| **`better-sqlite3` failed to load** | **`pnpm rebuild better-sqlite3`** or allow build scripts per **`pnpm.onlyBuiltDependencies`** in the plugin **`package.json`**. |
+| **Python path only:** **Python < 3.10** or **`pip install powermem` fails** | Upgrade Python / clean venv. See [oceanbase/powermem](https://github.com/oceanbase/powermem/issues). |
+| **`pmem` not found** (PATH / Python) | Set **`pmemPath`** to the venv **`pmem`** absolute path, or use **`bundled`**. |
 | **`openclaw ltm health` unhealthy (CLI)** | Confirm **`agents.defaults.model`** and provider keys in OpenClaw; gateway version should expose plugin **`config`** + **`runtime.modelAuth`**. Or set **`useOpenClawModel: false`** and a full **`envFile`**. |
 | **Health OK but add/search errors** | Embedding/LLM mismatch for your provider—see gateway logs; try optional **PowerMem `.env`** from [.env.example](https://github.com/oceanbase/powermem/blob/master/.env.example). |
 | **Wrong SQLite file / instance** | Data is under **that OpenClaw instance’s `stateDir`** (`OPENCLAW_STATE_DIR` / `--workdir`). |
diff --git a/skills/install-memory-powermem-full/config-reference.md b/skills/install-memory-powermem-full/config-reference.md
index 86f9ab5..fbc8e2e 100644
--- a/skills/install-memory-powermem-full/config-reference.md
+++ b/skills/install-memory-powermem-full/config-reference.md
@@ -4,14 +4,13 @@ Quick reference for skill **`install-memory-powermem-full`**. See **SKILL.md** i
 
 ---
 
-## Before the plugin: PowerMem (Python)
+## Before the plugin: PowerMem CLI (default = powermem-ts)
 
-- **Python 3.10+** — `python3 --version`.
-- **Install** — `pip install powermem` (virtualenv recommended).
+- **Default (recommended)** — Plugin **`pmemPath: bundled`**: **powermem-ts** via npm package **`powermem`** inside the plugin directory. Run **`pnpm install` / `npm install`** in the plugin folder when installing from a **local path** or **`-l`** symlink. Dependencies include **`@langchain/openai`** (for optional peers) and **`better-sqlite3`** (native; **pnpm 10+** may require **`pnpm.onlyBuiltDependencies`** / **`pnpm rebuild better-sqlite3`**).
 - **CLI (default)** — No `powermem.env` required for the default setup: the plugin injects **SQLite** (under the OpenClaw **state directory**) and **LLM + embedding** from OpenClaw (`agents.defaults.model` + provider keys), as long as `useOpenClawModel` is `true` (default).
-- **`pmem` on PATH** — When you start `openclaw gateway`, the same environment should expose `pmem`, or set plugin `pmemPath` to the binary’s absolute path (e.g. inside a venv).
+- **Optional: Python `pmem`** — **Python 3.10+**, `pip install powermem` ([oceanbase/powermem](https://github.com/oceanbase/powermem)), then set **`pmemPath`** to the venv **`pmem`** absolute path (gateway often does not inherit venv `PATH`).
 - **Optional `.env`** — Set `envFile` to a PowerMem `.env` if you want file-based overrides; if the file exists, it is loaded first, then OpenClaw-derived variables **override** the same keys (when `useOpenClawModel` is true).
-- **HTTP (shared server)** — Run `powermem-server` with its own `.env`; plugin `mode: http` + `baseUrl`. Verify with `curl` on `/api/v1/system/health`.
+- **HTTP (shared server)** — Run **`powermem-server`** (npm or Python/Docker); plugin `mode: http` + `baseUrl`. Verify with `curl` on `/api/v1/system/health`.
 
 ---
 
@@ -28,12 +27,12 @@ Quick reference for skill **`install-memory-powermem-full`**. See **SKILL.md** i
 
 ---
 
-## Installing PowerMem (do this before the plugin)
+## Installing PowerMem vs installing the plugin
 
-- **Python 3.10+** required. Check with `python3 --version`.
-- **Install**: `pip install powermem` (prefer inside a virtualenv).
-- **HTTP mode**: Create a `.env` (copy from [PowerMem .env.example](https://github.com/oceanbase/powermem/blob/master/.env.example)), set at least database + LLM + Embedding. Start server in that directory: `powermem-server --port 8000`. Verify: `curl -s http://localhost:8000/api/v1/system/health`.
-- **CLI mode**: Ensure `pmem` is on PATH (e.g. activate the venv where powermem is installed). Optional: `pmem config init` for `.env`.
+- **Default:** Install **memory-powermem** first; **powermem-ts** comes as a **dependency** of the plugin—**no** separate `pip install` for CLI mode.
+- **Python-only CLI path:** `pip install powermem` (prefer a virtualenv), then configure **`pmemPath`** to that `pmem` binary.
+- **HTTP mode**: Create a `.env` (see PowerMem / powermem-ts docs), set at least database + LLM + Embedding. Start server in that directory: `powermem-server --port 8000`. Verify: `curl -s http://localhost:8000/api/v1/system/health`.
+- **CLI mode (Python):** Ensure `pmem` is on PATH or set **`pmemPath`** to an absolute path. Optional: `pmem config init` for `.env`.
 
 ---
 
@@ -45,7 +44,7 @@ Quick reference for skill **`install-memory-powermem-full`**. See **SKILL.md** i
 | `baseUrl` | — | Required when `mode` is `http` (or omit `mode` and set non-empty `baseUrl` → HTTP). |
 | `apiKey` | — | HTTP: optional PowerMem server API key. |
 | `envFile` | — | CLI: optional path to PowerMem `.env` (only used if the file exists). |
-| `pmemPath` | `pmem` | CLI: `pmem` executable path. |
+| `pmemPath` | `bundled` | CLI: **`bundled`** = npm **powermem-ts** next to the plugin; **`auto`** / empty = resolve bundled then **`pmem` on PATH**; or absolute path to a `pmem` executable (e.g. Python venv). |
 | `useOpenClawModel` | `true` | Inject LLM/embedding from OpenClaw; default SQLite under state dir. Set `false` to disable injection (you must then provide a full `.env` or env vars). |
 | `recallLimit` | `5` | Max memories per recall / auto-recall. |
 | `recallScoreThreshold` | `0` | Min score (0–1) to keep a hit. |
@@ -87,7 +86,7 @@ Prefer `openclaw config set` when possible; use these when editing **`~/.opencla
         "config": {
           "mode": "cli",
           "envFile": "/home/you/.openclaw/powermem/powermem.env",
-          "pmemPath": "pmem",
+          "pmemPath": "bundled",
           "autoCapture": true,
           "autoRecall": true,
           "inferOnAdd": true
@@ -98,7 +97,7 @@ Prefer `openclaw config set` when possible; use these when editing **`~/.opencla
 }
 ```
 
-If `pmem` lives only inside a venv, set **`pmemPath`** to that binary’s absolute path. With **`useOpenClawModel: true`** and no need for a file, you can omit **`envFile`** (see **SKILL.md** for the recommended `openclaw config set` flow).
+Default **`pmemPath`** is **`bundled`** (npm **powermem-ts**). If you use **Python** `pmem` inside a venv only, set **`pmemPath`** to that binary’s absolute path. With **`useOpenClawModel: true`** and no need for a file, you can omit **`envFile`** (see **SKILL.md** for the recommended `openclaw config set` flow).
 
 **HTTP mode (shared server):**
 
diff --git a/skills/install-memory-powermem-full/powermem-intro.md b/skills/install-memory-powermem-full/powermem-intro.md
index cc7f672..7afe7fb 100644
--- a/skills/install-memory-powermem-full/powermem-intro.md
+++ b/skills/install-memory-powermem-full/powermem-intro.md
@@ -6,9 +6,9 @@ Ships with OpenClaw skill **`install-memory-powermem-full`** (folder `install-me
 
 ## What is PowerMem?
 
-**PowerMem** ([GitHub: oceanbase/powermem](https://github.com/oceanbase/powermem)) is a **long-term memory engine** that gives AI applications persistent, retrievable memory. With the **memory-powermem** plugin it is usually used via the **CLI** (`pmem`) on the same machine as OpenClaw; you can instead run an **HTTP server** (`powermem-server`) for shared or team setups.
+**PowerMem** is a **long-term memory engine** with multiple implementations. The **memory-powermem** plugin’s **default** is **powermem-ts** ([ob-labs/powermem-ts](https://github.com/ob-labs/powermem-ts) on npm as package **`powermem`**): the plugin runs the **`pmem` CLI** from **`node_modules`** (**`pmemPath: bundled`**) on the same machine as OpenClaw. Alternatively you can point **`pmemPath`** at the **Python** CLI from [oceanbase/powermem](https://github.com/oceanbase/powermem), or run an **HTTP server** (**`powermem-server`**) for shared or team setups.
 
-- **OpenClaw does not bundle Python**: The plugin runs `pmem` as a subprocess (CLI) or talks to a HTTP API (server mode). Install PowerMem with `pip` (or use Docker for server mode).
+- **No Python required for the default path**: The bundled npm CLI is sufficient. Python / Docker remain optional for operators who prefer the upstream Python stack or containerized server.
 - **Data stays on the user’s machine** (typical setup): **SQLite** under the OpenClaw **state directory** (`<stateDir>/powermem/data/powermem.db`) when using plugin defaults—**no `powermem.env` file is required** for that layout. Larger deployments can still use OceanBase, PostgreSQL, etc., configured in PowerMem’s own `.env` or server config.
 
 ---
@@ -30,7 +30,7 @@ Ships with OpenClaw skill **`install-memory-powermem-full`** (folder `install-me
 - **memory-powermem**: Implements that slot and forwards add/search/forget to PowerMem (CLI or HTTP).
 - **PowerMem**: Stores data, runs extraction, search, and forgetting logic.
 
-**Typical personal setup:** `pip install powermem`, ensure **`agents.defaults.model`** and provider keys are set in OpenClaw, install the plugin, use **CLI mode** with defaults (`useOpenClawModel: true`, no `envFile`). The plugin supplies SQLite paths and LLM/embedding env to each `pmem` call.
+**Typical personal setup:** Install **memory-powermem** (plugin runs **powermem-ts** via **`bundled`**), ensure **`agents.defaults.model`** and provider keys are set in OpenClaw, use **CLI mode** with defaults (`useOpenClawModel: true`, no `envFile`). The plugin supplies SQLite paths and LLM/embedding env to each `pmem` call. *Optional:* `pip install powermem` (Python) and set **`pmemPath`** to that binary if you do not use the bundled CLI.
 
 **Optional:** Point **`envFile`** at a PowerMem `.env` for advanced DB/provider tuning; OpenClaw can still override LLM-related keys when `useOpenClawModel` is true.
 
@@ -54,7 +54,7 @@ OpenClaw can use **files as memory** (e.g. `memory/YYYY-MM-DD.md`, `MEMORY.md`).
 
 ## Two usage modes
 
-- **CLI mode (default)**: Plugin runs `pmem`; SQLite + LLM often come from **OpenClaw config** (no mandatory `.env`).
+- **CLI mode (default)**: Plugin runs **`pmem`** (default: npm **powermem-ts**); SQLite + LLM often come from **OpenClaw config** (no mandatory `.env`).
 - **HTTP mode**: Central `powermem-server`; plugin uses `baseUrl` (and optional `apiKey`).
 
 Full steps: **SKILL.md** in this folder.
diff --git a/skills/install-memory-powermem/SKILL.md b/skills/install-memory-powermem/SKILL.md
index dd6af1b..cf56619 100644
--- a/skills/install-memory-powermem/SKILL.md
+++ b/skills/install-memory-powermem/SKILL.md
@@ -1,6 +1,6 @@
 ---
 name: install-memory-powermem
-description: OpenClaw skill「快速安装」路径（skill id 与目录名均为 install-memory-powermem）：memory-powermem + PowerMem 最少步骤，面向个人用户；无需单独配置 powermem.env，复用 OpenClaw 里已配好的对话模型。可独立分发；完整选项、工具说明与排错见 install-memory-powermem-full。
+description: OpenClaw skill「快速安装」路径（skill id 与目录名均为 install-memory-powermem）：memory-powermem + PowerMem 最少步骤，面向个人用户；默认 powermem-ts（npm 包 powermem）CLI，无需 Python；无需单独配置 powermem.env，复用 OpenClaw 里已配好的对话模型。可独立分发；完整选项、工具说明与排错见 install-memory-powermem-full。
 triggers:
   - "PowerMem 快速安装"
   - "PowerMem 最简单安装"
@@ -19,7 +19,7 @@ triggers:
 
 本 skill 在 OpenClaw 中的标识与建议目录名为 **`install-memory-powermem`**。若需要 HTTP/多实例、工具表与详细排错，请改用 **`install-memory-powermem-full`**（仓库内 `skills/install-memory-powermem-full/`，需一并拷贝该目录下全部 `.md`）。
 
-你只要记住几件事：**OpenClaw 能正常聊天**、**Python 先确认 ≥ 3.10**、**本机装好 PowerMem**、**装上插件**。不用手写 `powermem.env`，记忆用的模型和 Key 会跟你在 OpenClaw 里配的一样。
+你只要记住几件事：**OpenClaw 能正常聊天**、**装上 memory-powermem 插件**。默认走 **powermem-ts**（npm 包名 `powermem`，由插件依赖提供，**不需要**先装 Python）。不用手写 `powermem.env`，记忆用的模型和 Key 会跟你在 OpenClaw 里配的一样。
 
 ---
 
@@ -28,42 +28,26 @@ triggers:
 1. **确认 OpenClaw 已经能用**  
    终端执行 `openclaw --version`，并且你已经在 OpenClaw 里配好了**平时对话用的模型**（能正常回复即可）。
 
-2. **先检查 Python 版本（必须 ≥ 3.10）**  
-   在创建虚拟环境或执行 `pip install` **之前**必须先确认版本，否则后续容易装失败或运行异常：
-   ```bash
-   python3 --version
-   ```
-   输出应为 **Python 3.10.x、3.11.x、3.12.x** 等（次版本号 ≥ 10）。也可用下面命令做一次硬性校验（不通过会报错退出）：
-   ```bash
-   python3 -c "import sys; assert sys.version_info >= (3, 10), '需要 Python 3.10 或更高'; print(sys.version.split()[0], 'OK')"
-   ```
-   若版本不够：先升级本机 Python，或安装并使用 `python3.11` / `python3.12` 等满足要求的解释器，并将下面步骤里的 **`python3`** 换成实际命令（例如 `python3.12 -m venv ...`）。
+2. **安装 memory-powermem 插件**  
+   任选其一：  
+   - **registry：** `openclaw plugins install memory-powermem`  
+   - **一键脚本（Mac / Linux）：**
+     ```bash
+     curl -fsSL https://raw.githubusercontent.com/ob-labs/memory-powermem/main/install.sh | bash -s -y
+     ```
+     已克隆本仓库时可在根目录执行 `bash install.sh`（可加 `-y`；多实例：`bash -s -- --workdir ~/.openclaw-second`）。  
+   - **本地克隆：** `openclaw plugins install /path/to/memory-powermem` 或 **`openclaw plugins install -l`**（软链开发）  
+   默认 **`pmemPath: bundled`**：使用插件依赖里的 **powermem-ts**（npm 包名 **`powermem`**）提供的 CLI，**不需要**本机 `pip install powermem`。
 
-3. **安装 PowerMem（Python）**  
-   建议用虚拟环境，然后安装：
-   ```bash
-   python3 -m venv ~/.openclaw/powermem/.venv
-   source ~/.openclaw/powermem/.venv/bin/activate
-   pip install powermem
-   ```
-   装好后执行 `pmem --version`，能输出版本就行。
-
-4. **让网关能找到 `pmem`**  
-   如果你启动 `openclaw gateway` 的终端**没有**激活上面的 venv，有两种简单办法二选一：  
-   - 每次开网关前先 `source ~/.openclaw/powermem/.venv/bin/activate`；或  
-   - 在插件配置里把 **`pmemPath`** 写成 venv 里 `pmem` 的**完整路径**（装完后可用 `which pmem` 查看）。
+3. **若从本地路径安装：在插件目录安装 Node 依赖**  
+   从 **npm registry** 安装或 **`install.sh`** 已在插件目录执行过依赖安装时，**可跳过本步**。否则进入 OpenClaw 指向的插件目录（或克隆根目录），执行 **`pnpm install` / `npm install`**，确保拉取 **`powermem`**、**`@langchain/openai`** 等。使用 **pnpm 10+** 时若 **`better-sqlite3`** 未编译，可执行 **`pnpm rebuild better-sqlite3`**（仓库 `package.json` 已配置 **`pnpm.onlyBuiltDependencies`** 时一般可自动构建）。
 
-5. **一键装插件（推荐）**  
-   在 **Mac / Linux** 上执行（需已安装 OpenClaw）。脚本**不会**替你执行 `pip install powermem`；装插件前仍需完成上面的 PowerMem 与 `pmem` 步骤。
-   ```bash
-   curl -fsSL https://raw.githubusercontent.com/ob-labs/memory-powermem/main/install.sh | bash -s -y
-   ```
-   已克隆本仓库时，也可在仓库根目录执行：`bash install.sh`（可加 `-y`、或 `bash -s -- --workdir ~/.openclaw-second` 指定另一套 OpenClaw 数据目录）。  
-   脚本会把插件放进 OpenClaw，并打开「用 OpenClaw 的模型驱动记忆」等默认选项；带 `-y` 时仍可能生成可选模板 **`~/.openclaw/powermem/powermem.env`**（默认路径下通常不必手改）。
+4. **（可选）改用 Python 版 `pmem`**  
+   若你希望使用 [oceanbase/powermem](https://github.com/oceanbase/powermem) 的 **Python CLI**：**Python ≥ 3.10**，`pip install powermem`，并在插件配置里将 **`pmemPath`** 设为 venv 中 `pmem` 的**绝对路径**。详见 **`install-memory-powermem-full`** 与 **config-reference.md**。
 
-6. **重启网关并检查**  
+5. **重启网关并检查**  
    ```bash
-   openclaw gateway
+   openclaw gateway restart
    ```
    另开终端，**先**确认插件已被网关加载：
    ```bash
@@ -86,9 +70,9 @@ triggers:
 
 | 情况 | 怎么办 |
 |------|--------|
-| `python3 --version` 低于 3.10 | **先升级或换用** `python3.11` / `python3.12` 等，再重做「检查 Python」与 venv 步骤；不要跳过版本检查强行 `pip install`。 |
-| `pip install powermem` 报错 | 再次确认 Python ≥ 3.10；换干净 venv 再试。 |
-| `pmem` 找不到 | 激活 venv，或配置 **`pmemPath`** 为绝对路径。 |
+| `pmem` / CLI 找不到、`ERR_MODULE_NOT_FOUND`（如 `@langchain/openai`） | 在插件目录执行 **`pnpm install` / `npm install`**；路径安装用 **`openclaw plugins install -l`** 时确保依赖完整。 |
+| `better-sqlite3` 未编译（pnpm 忽略构建脚本） | 在插件目录 **`pnpm rebuild better-sqlite3`**，或配置 **`pnpm.onlyBuiltDependencies`** 后重装依赖（见仓库 `package.json`）。 |
+| 坚持用 **Python** `pmem` 但找不到命令 | 激活 venv，或配置 **`pmemPath`** 为 `which pmem` 的绝对路径。 |
 | `plugins list` 没有 **memory-powermem**，或状态不是 **loaded** | 确认已执行安装脚本或 `openclaw plugins install`；`plugins.enabled` 为 true、`plugins.slots.memory` 为 **memory-powermem**；改完后**重启 gateway**，再执行 `openclaw plugins list` 复查。 |
 | `ltm health` 不健康 | 确认 OpenClaw 里**默认模型**和 API Key 本身能聊天；升级 OpenClaw 到较新版本后再试。 |
 | 想要更多选项（多实例、HTTP、`install.sh` 细节、工具与排错表等） | 使用 **`install-memory-powermem-full`** skill（含 **config-reference.md**），或查阅 **[memory-powermem](https://github.com/ob-labs/memory-powermem)** 的 **README**。 |
@@ -97,4 +81,4 @@ triggers:
 
 ## 说明（一句话）
 
-记忆数据默认存在本机 OpenClaw 数据目录下的 SQLite 里；**不需要**你再单独维护一份 PowerMem 的 `.env`，除非你熟悉进阶配置。
+记忆数据默认存在本机 OpenClaw 数据目录下的 SQLite 里；默认 CLI 为 **powermem-ts（npm）**；**不需要**你再单独维护一份 PowerMem 的 `.env`，除非你熟悉进阶配置。
diff --git a/test/cli-json.test.ts b/test/cli-json.test.ts
new file mode 100644
index 0000000..49bdf74
--- /dev/null
+++ b/test/cli-json.test.ts
@@ -0,0 +1,45 @@
+/**
+ * CLI stdout JSON shapes: Python pmem vs powermem-ts.
+ */
+import { describe, it, expect } from "vitest";
+import { normalizeAddOutput, normalizeSearchOutput } from "../client-cli.js";
+
+describe("normalizeAddOutput", () => {
+  it("parses powermem-ts AddResult wrapper with memories + memoryId", () => {
+    const raw = {
+      message: "ok",
+      memories: [
+        {
+          memoryId: "snowflake-1",
+          content: "User prefers dark mode",
+          userId: "u1",
+        },
+      ],
+    };
+    const out = normalizeAddOutput(raw);
+    expect(out).toHaveLength(1);
+    expect(out[0].content).toBe("User prefers dark mode");
+    expect(String(out[0].memory_id)).toBe("snowflake-1");
+  });
+
+  it("parses legacy array of rows", () => {
+    const raw = [{ memory_id: 42, content: "x" }];
+    expect(normalizeAddOutput(raw)[0].memory_id).toBe(42);
+  });
+});
+
+describe("normalizeSearchOutput", () => {
+  it("parses powermem-ts SearchResult with camelCase memoryId", () => {
+    const raw = {
+      results: [
+        { memoryId: "id-9", content: "coffee", score: 0.9 },
+      ],
+      total: 1,
+      query: "x",
+    };
+    const out = normalizeSearchOutput(raw);
+    expect(out).toHaveLength(1);
+    expect(String(out[0].memory_id)).toBe("id-9");
+    expect(out[0].score).toBeCloseTo(0.9);
+  });
+});
diff --git a/test/config.test.ts b/test/config.test.ts
index d76284a..4ea646a 100644
--- a/test/config.test.ts
+++ b/test/config.test.ts
@@ -39,7 +39,7 @@ describe("powerMemConfigSchema", () => {
       inferOnAdd: false,
     }) as PowerMemConfig;
     expect(cfg.mode).toBe("cli");
-    expect(cfg.pmemPath).toBe("pmem");
+    expect(cfg.pmemPath).toBe("bundled");
   });
 
   it("infers http when mode omitted but baseUrl is set", () => {
@@ -67,6 +67,7 @@ describe("powerMemConfigSchema", () => {
     expect(DEFAULT_PLUGIN_CONFIG.mode).toBe("cli");
     expect(DEFAULT_PLUGIN_CONFIG.baseUrl).toBe("");
     expect(DEFAULT_PLUGIN_CONFIG.envFile).toBeUndefined();
+    expect(DEFAULT_PLUGIN_CONFIG.pmemPath).toBe("bundled");
     expect(DEFAULT_PLUGIN_CONFIG.useOpenClawModel).toBe(true);
   });
 
diff --git a/test/resolve-powermem-cli.test.ts b/test/resolve-powermem-cli.test.ts
new file mode 100644
index 0000000..baa94b6
--- /dev/null
+++ b/test/resolve-powermem-cli.test.ts
@@ -0,0 +1,25 @@
+import { describe, it, expect } from "vitest";
+import {
+  resolvePmemExecutable,
+  resolveBundledPowermemCliPath,
+} from "../resolve-powermem-cli.js";
+
+describe("resolvePmemExecutable", () => {
+  it("auto prefers bundled path when powermem is installed", () => {
+    const bundled = resolveBundledPowermemCliPath();
+    const exe = resolvePmemExecutable("auto");
+    if (bundled) {
+      expect(exe).toBe(bundled);
+    } else {
+      expect(exe).toBe("pmem");
+    }
+  });
+
+  it("pmem passes through", () => {
+    expect(resolvePmemExecutable("pmem")).toBe("pmem");
+  });
+
+  it("bundled uses the same resolution as auto", () => {
+    expect(resolvePmemExecutable("bundled")).toBe(resolvePmemExecutable("auto"));
+  });
+});