diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7e8a57e4ce3..003761246f4 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -76,6 +76,7 @@ Docs: https://docs.openclaw.ai
 - Cron/Schedule: for `every` jobs, prefer `lastRunAtMs + everyMs` when still in the future after restarts, then fall back to anchor scheduling for catch-up windows, so NEXT timing matches the last successful cadence. (#22895) Thanks @SidQin-cyber.
 - Agents/Compaction: restore embedded compaction safeguard/context-pruning extension loading in production by wiring bundled extension factories into the resource loader instead of runtime file-path resolution. (#22349) Thanks @Glucksberg.
 - Feishu/Media: for inbound video messages that include both `file_key` (video) and `image_key` (thumbnail), prefer `file_key` when downloading media so video attachments are saved instead of silently failing on thumbnail keys. (#23633)
+- Hooks/Loader: avoid redundant hook-module recompilation on gateway restart by skipping cache-busting for bundled hooks and using stable file metadata keys (`mtime+size`) for mutable workspace/managed/plugin hook imports. (#16953) Thanks @mudrii.
 - Hooks/Cron: suppress duplicate main-session events for delivered hook turns and mark `SILENT_REPLY_TOKEN` (`NO_REPLY`) early exits as delivered to prevent hook context pollution. (#20678) Thanks @JonathanWorks.
 - Providers/OpenRouter: inject `cache_control` on system prompts for OpenRouter Anthropic models to improve prompt-cache reuse. (#17473) Thanks @rrenamed.
 - Installer/Smoke tests: remove legacy `OPENCLAW_USE_GUM` overrides from docker install-smoke runs so tests exercise installer auto TTY detection behavior directly.
diff --git a/src/hooks/import-url.test.ts b/src/hooks/import-url.test.ts
new file mode 100644
index 00000000000..9705d9cbdad
--- /dev/null
+++ b/src/hooks/import-url.test.ts
@@ -0,0 +1,62 @@
+import fs from "node:fs";
+import os from "node:os";
+import path from "node:path";
+import { describe, it, expect, beforeEach, afterEach } from "vitest";
+import { buildImportUrl } from "./import-url.js";
+
+describe("buildImportUrl", () => {
+  let tmpDir: string;
+  let tmpFile: string;
+
+  beforeEach(() => {
+    tmpDir = fs.mkdtempSync(path.join(os.tmpdir(), "import-url-test-"));
+    tmpFile = path.join(tmpDir, "handler.js");
+    fs.writeFileSync(tmpFile, "export default () => {};");
+  });
+
+  afterEach(() => {
+    fs.rmSync(tmpDir, { recursive: true, force: true });
+  });
+
+  it("returns bare URL for bundled hooks (no query string)", () => {
+    const url = buildImportUrl(tmpFile, "openclaw-bundled");
+    expect(url).not.toContain("?t=");
+    expect(url).toMatch(/^file:\/\//);
+  });
+
+  it("appends mtime-based cache buster for workspace hooks", () => {
+    const url = buildImportUrl(tmpFile, "openclaw-workspace");
+    expect(url).toMatch(/\?t=[\d.]+&s=\d+/);
+
+    const { mtimeMs, size } = fs.statSync(tmpFile);
+    expect(url).toContain(`?t=${mtimeMs}`);
+    expect(url).toContain(`&s=${size}`);
+  });
+
+  it("appends mtime-based cache buster for managed hooks", () => {
+    const url = buildImportUrl(tmpFile, "openclaw-managed");
+    expect(url).toMatch(/\?t=[\d.]+&s=\d+/);
+  });
+
+  it("appends mtime-based cache buster for plugin hooks", () => {
+    const url = buildImportUrl(tmpFile, "openclaw-plugin");
+    expect(url).toMatch(/\?t=[\d.]+&s=\d+/);
+  });
+
+  it("returns same URL for bundled hooks across calls (cacheable)", () => {
+    const url1 = buildImportUrl(tmpFile, "openclaw-bundled");
+    const url2 = buildImportUrl(tmpFile, "openclaw-bundled");
+    expect(url1).toBe(url2);
+  });
+
+  it("returns same URL for workspace hooks when file is unchanged", () => {
+    const url1 = buildImportUrl(tmpFile, "openclaw-workspace");
+    const url2 = buildImportUrl(tmpFile, "openclaw-workspace");
+    expect(url1).toBe(url2);
+  });
+
+  it("falls back to Date.now() when file does not exist", () => {
+    const url = buildImportUrl("/nonexistent/handler.js", "openclaw-workspace");
+    expect(url).toMatch(/\?t=\d+/);
+  });
+});
diff --git a/src/hooks/import-url.ts b/src/hooks/import-url.ts
new file mode 100644
index 00000000000..16c5a40e630
--- /dev/null
+++ b/src/hooks/import-url.ts
@@ -0,0 +1,38 @@
+/**
+ * Build an import URL for a hook handler module.
+ *
+ * Bundled hooks (shipped in dist/) are immutable between installs, so they
+ * can be imported without a cache-busting suffix — letting V8 reuse its
+ * module cache across gateway restarts.
+ *
+ * Workspace, managed, and plugin hooks may be edited by the user between
+ * restarts. For those we append `?t=<mtime>&s=<size>` so the module key
+ * reflects on-disk changes while staying stable for unchanged files.
+ */
+
+import fs from "node:fs";
+import { pathToFileURL } from "node:url";
+import type { HookSource } from "./types.js";
+
+/**
+ * Sources whose handler files never change between `npm install` runs.
+ * Imports from these sources skip cache busting entirely.
+ */
+const IMMUTABLE_SOURCES: ReadonlySet<HookSource> = new Set(["openclaw-bundled"]);
+
+export function buildImportUrl(handlerPath: string, source: HookSource): string {
+  const base = pathToFileURL(handlerPath).href;
+
+  if (IMMUTABLE_SOURCES.has(source)) {
+    return base;
+  }
+
+  // Use file metadata so the cache key only changes when the file changes
+  try {
+    const { mtimeMs, size } = fs.statSync(handlerPath);
+    return `${base}?t=${mtimeMs}&s=${size}`;
+  } catch {
+    // If stat fails (unlikely), fall back to Date.now() to guarantee freshness
+    return `${base}?t=${Date.now()}`;
+  }
+}
diff --git a/src/hooks/loader.ts b/src/hooks/loader.ts
index 8c87375359d..30f37e4db25 100644
--- a/src/hooks/loader.ts
+++ b/src/hooks/loader.ts
@@ -11,9 +11,10 @@ import { createSubsystemLogger } from "../logging/subsystem.js";
 import { isPathInsideWithRealpath } from "../security/scan-paths.js";
 import { resolveHookConfig } from "./config.js";
 import { shouldIncludeHook } from "./config.js";
+import { buildImportUrl } from "./import-url.js";
 import type { InternalHookHandler } from "./internal-hooks.js";
 import { registerInternalHook } from "./internal-hooks.js";
-import { importFileModule, resolveFunctionModuleExport } from "./module-loader.js";
+import { resolveFunctionModuleExport } from "./module-loader.js";
 import { loadWorkspaceHookEntries } from "./workspace.js";
 
 const log = createSubsystemLogger("hooks:loader");
@@ -82,12 +83,12 @@ export async function loadInternalHooks(
           );
           continue;
         }
+        // Import handler module — only cache-bust mutable (workspace/managed) hooks
+        const importUrl = buildImportUrl(entry.hook.handlerPath, entry.hook.source);
+        const mod = (await import(importUrl)) as Record<string, unknown>;
+
         // Get handler function (default or named export)
         const exportName = entry.metadata?.export ?? "default";
-        const mod = await importFileModule({
-          modulePath: entry.hook.handlerPath,
-          cacheBust: true,
-        });
         const handler = resolveFunctionModuleExport<InternalHookHandler>({
           mod,
           exportName,
@@ -159,12 +160,12 @@ export async function loadInternalHooks(
         continue;
       }
 
+      // Legacy handlers are always workspace-relative, so use mtime-based cache busting
+      const importUrl = buildImportUrl(modulePath, "openclaw-workspace");
+      const mod = (await import(importUrl)) as Record<string, unknown>;
+
       // Get the handler function
       const exportName = handlerConfig.export ?? "default";
-      const mod = await importFileModule({
-        modulePath,
-        cacheBust: true,
-      });
       const handler = resolveFunctionModuleExport<InternalHookHandler>({
         mod,
         exportName,