diff --git a/src/plugins/jiti-loader-cache.test.ts b/src/plugins/jiti-loader-cache.test.ts
index ab31d5211a0..4008a8ba218 100644
--- a/src/plugins/jiti-loader-cache.test.ts
+++ b/src/plugins/jiti-loader-cache.test.ts
@@ -84,4 +84,57 @@ describe("getCachedPluginJitiLoader", () => {
     );
     expect(cache.size).toBe(2);
   });
+
+  it("lets callers override alias maps and tryNative while keeping cache keys stable", async () => {
+    const createJiti = vi.fn((filename: string, options: Record<string, unknown>) =>
+      Object.assign(vi.fn(), {
+        filename,
+        options,
+      }),
+    );
+    vi.doMock("jiti", () => ({
+      createJiti,
+    }));
+
+    const { getCachedPluginJitiLoader } = await importFreshModule<
+      typeof import("./jiti-loader-cache.js")
+    >(import.meta.url, "./jiti-loader-cache.js?scope=overrides");
+
+    const cache = new Map();
+    const first = getCachedPluginJitiLoader({
+      cache,
+      modulePath: "/repo/extensions/demo/index.ts",
+      importerUrl: "file:///repo/src/plugins/loader.ts",
+      jitiFilename: "file:///repo/src/plugins/loader.ts",
+      aliasMap: {
+        alpha: "/repo/alpha.js",
+        zeta: "/repo/zeta.js",
+      },
+      tryNative: false,
+    });
+    const second = getCachedPluginJitiLoader({
+      cache,
+      modulePath: "/repo/extensions/demo/index.ts",
+      importerUrl: "file:///repo/src/plugins/loader.ts",
+      jitiFilename: "file:///repo/src/plugins/loader.ts",
+      aliasMap: {
+        zeta: "/repo/zeta.js",
+        alpha: "/repo/alpha.js",
+      },
+      tryNative: false,
+    });
+
+    expect(second).toBe(first);
+    expect(createJiti).toHaveBeenCalledTimes(1);
+    expect(createJiti).toHaveBeenCalledWith(
+      "file:///repo/src/plugins/loader.ts",
+      expect.objectContaining({
+        tryNative: false,
+        alias: {
+          alpha: "/repo/alpha.js",
+          zeta: "/repo/zeta.js",
+        },
+      }),
+    );
+  });
 });
diff --git a/src/plugins/jiti-loader-cache.ts b/src/plugins/jiti-loader-cache.ts
index fa0735fe79a..40909665e7e 100644
--- a/src/plugins/jiti-loader-cache.ts
+++ b/src/plugins/jiti-loader-cache.ts
@@ -1,5 +1,9 @@
 import { createJiti } from "jiti";
-import { buildPluginLoaderJitiOptions, resolvePluginLoaderJitiConfig } from "./sdk-alias.js";
+import {
+  buildPluginLoaderJitiOptions,
+  createPluginLoaderJitiCacheKey,
+  resolvePluginLoaderJitiConfig,
+} from "./sdk-alias.js";
 
 export type PluginJitiLoader = ReturnType<typeof createJiti>;
 export type PluginJitiLoaderFactory = typeof createJiti;
@@ -13,12 +17,33 @@ export function getCachedPluginJitiLoader(params: {
   preferBuiltDist?: boolean;
   jitiFilename?: string;
   createLoader?: PluginJitiLoaderFactory;
+  aliasMap?: Record<string, string>;
+  tryNative?: boolean;
 }): PluginJitiLoader {
-  const { tryNative, aliasMap, cacheKey } = resolvePluginLoaderJitiConfig({
-    modulePath: params.modulePath,
-    argv1: params.argvEntry ?? process.argv[1],
-    moduleUrl: params.importerUrl,
-    ...(params.preferBuiltDist ? { preferBuiltDist: true } : {}),
+  const defaultConfig =
+    params.aliasMap || typeof params.tryNative === "boolean"
+      ? resolvePluginLoaderJitiConfig({
+          modulePath: params.modulePath,
+          argv1: params.argvEntry ?? process.argv[1],
+          moduleUrl: params.importerUrl,
+          ...(params.preferBuiltDist ? { preferBuiltDist: true } : {}),
+        })
+      : null;
+  const resolved = defaultConfig
+    ? {
+        tryNative: params.tryNative ?? defaultConfig.tryNative,
+        aliasMap: params.aliasMap ?? defaultConfig.aliasMap,
+      }
+    : resolvePluginLoaderJitiConfig({
+        modulePath: params.modulePath,
+        argv1: params.argvEntry ?? process.argv[1],
+        moduleUrl: params.importerUrl,
+        ...(params.preferBuiltDist ? { preferBuiltDist: true } : {}),
+      });
+  const { tryNative, aliasMap } = resolved;
+  const cacheKey = createPluginLoaderJitiCacheKey({
+    tryNative,
+    aliasMap,
   });
   const scopedCacheKey = `${params.jitiFilename ?? params.modulePath}::${cacheKey}`;
   const cached = params.cache.get(scopedCacheKey);
diff --git a/src/plugins/loader.ts b/src/plugins/loader.ts
index f714118dc25..c821f7ede85 100644
--- a/src/plugins/loader.ts
+++ b/src/plugins/loader.ts
@@ -1,7 +1,6 @@
 import { createHash } from "node:crypto";
 import fs from "node:fs";
 import path from "node:path";
-import { createJiti } from "jiti";
 import {
   clearAgentHarnesses,
   listRegisteredAgentHarnesses,
@@ -46,6 +45,7 @@ import {
 import { discoverOpenClawPlugins } from "./discovery.js";
 import { initializeGlobalHookRunner } from "./hook-runner-global.js";
 import { clearPluginInteractiveHandlers } from "./interactive-registry.js";
+import { getCachedPluginJitiLoader, type PluginJitiLoaderCache } from "./jiti-loader-cache.js";
 import { loadPluginManifestRegistry } from "./manifest-registry.js";
 import type { PluginBundleFormat, PluginDiagnostic, PluginFormat } from "./manifest-types.js";
 import type { PluginManifestContracts } from "./manifest.js";
@@ -277,7 +277,7 @@ function toSafeImportPath(specifier: string): string {
 }
 
 function createPluginJitiLoader(options: Pick<PluginLoadOptions, "pluginSdkResolution">) {
-  const jitiLoaders = new Map<string, ReturnType<typeof createJiti>>();
+  const jitiLoaders: PluginJitiLoaderCache = new Map();
   return (modulePath: string) => {
     const tryNative = shouldPreferNativeJiti(modulePath);
     const aliasMap = buildPluginLoaderAliasMap(
@@ -286,24 +286,18 @@ function createPluginJitiLoader(options: Pick<PluginLoadOptions, "pluginSdkResol
       import.meta.url,
       options.pluginSdkResolution,
     );
-    const cacheKey = JSON.stringify({
-      tryNative,
-      aliasMap: Object.entries(aliasMap).toSorted(([left], [right]) => left.localeCompare(right)),
-    });
-    const cached = jitiLoaders.get(cacheKey);
-    if (cached) {
-      return cached;
-    }
-    const loader = createJiti(import.meta.url, {
-      ...buildPluginLoaderJitiOptions(aliasMap),
+    return getCachedPluginJitiLoader({
+      cache: jitiLoaders,
+      modulePath,
+      importerUrl: import.meta.url,
+      jitiFilename: import.meta.url,
+      aliasMap,
       // Source .ts runtime shims import sibling ".js" specifiers that only exist
       // after build. Disable native loading for source entries so Jiti rewrites
       // those imports against the source graph, while keeping native dist/*.js
       // loading for the canonical built module graph.
       tryNative,
     });
-    jitiLoaders.set(cacheKey, loader);
-    return loader;
   };
 }