diff --git a/src/commands/onboarding/plugin-install.ts b/src/commands/onboarding/plugin-install.ts
index 9550f9082f..6f5f6b9e56 100644
--- a/src/commands/onboarding/plugin-install.ts
+++ b/src/commands/onboarding/plugin-install.ts
@@ -8,6 +8,7 @@ import { enablePluginInConfig } from "../../plugins/enable.js";
 import { installPluginFromNpmSpec } from "../../plugins/install.js";
 import { recordPluginInstall } from "../../plugins/installs.js";
 import { loadOpenClawPlugins } from "../../plugins/loader.js";
+import { createPluginLoaderLogger } from "../../plugins/logger.js";
 import type { RuntimeEnv } from "../../runtime.js";
 import type { WizardPrompter } from "../../wizard/prompts.js";
 
@@ -211,11 +212,6 @@ export function reloadOnboardingPluginRegistry(params: {
     config: params.cfg,
     workspaceDir,
     cache: false,
-    logger: {
-      info: (msg) => log.info(msg),
-      warn: (msg) => log.warn(msg),
-      error: (msg) => log.error(msg),
-      debug: (msg) => log.debug(msg),
-    },
+    logger: createPluginLoaderLogger(log),
   });
 }
diff --git a/src/plugins/logger.test.ts b/src/plugins/logger.test.ts
new file mode 100644
index 0000000000..cf1d773a9d
--- /dev/null
+++ b/src/plugins/logger.test.ts
@@ -0,0 +1,22 @@
+import { describe, expect, it, vi } from "vitest";
+import { createPluginLoaderLogger } from "./logger.js";
+
+describe("plugins/logger", () => {
+  it("forwards logger methods", () => {
+    const info = vi.fn();
+    const warn = vi.fn();
+    const error = vi.fn();
+    const debug = vi.fn();
+    const logger = createPluginLoaderLogger({ info, warn, error, debug });
+
+    logger.info("i");
+    logger.warn("w");
+    logger.error("e");
+    logger.debug?.("d");
+
+    expect(info).toHaveBeenCalledWith("i");
+    expect(warn).toHaveBeenCalledWith("w");
+    expect(error).toHaveBeenCalledWith("e");
+    expect(debug).toHaveBeenCalledWith("d");
+  });
+});
diff --git a/src/plugins/logger.ts b/src/plugins/logger.ts
new file mode 100644
index 0000000000..ea1a92deac
--- /dev/null
+++ b/src/plugins/logger.ts
@@ -0,0 +1,17 @@
+import type { PluginLogger } from "./types.js";
+
+type LoggerLike = {
+  info: (message: string) => void;
+  warn: (message: string) => void;
+  error: (message: string) => void;
+  debug?: (message: string) => void;
+};
+
+export function createPluginLoaderLogger(logger: LoggerLike): PluginLogger {
+  return {
+    info: (msg) => logger.info(msg),
+    warn: (msg) => logger.warn(msg),
+    error: (msg) => logger.error(msg),
+    debug: (msg) => logger.debug?.(msg),
+  };
+}
diff --git a/src/plugins/providers.ts b/src/plugins/providers.ts
index 7ab2d1848e..60d54d321b 100644
--- a/src/plugins/providers.ts
+++ b/src/plugins/providers.ts
@@ -1,5 +1,6 @@
 import { createSubsystemLogger } from "../logging/subsystem.js";
 import { loadOpenClawPlugins, type PluginLoadOptions } from "./loader.js";
+import { createPluginLoaderLogger } from "./logger.js";
 import type { ProviderPlugin } from "./types.js";
 
 const log = createSubsystemLogger("plugins");
@@ -11,12 +12,7 @@ export function resolvePluginProviders(params: {
   const registry = loadOpenClawPlugins({
     config: params.config,
     workspaceDir: params.workspaceDir,
-    logger: {
-      info: (msg) => log.info(msg),
-      warn: (msg) => log.warn(msg),
-      error: (msg) => log.error(msg),
-      debug: (msg) => log.debug(msg),
-    },
+    logger: createPluginLoaderLogger(log),
   });
 
   return registry.providers.map((entry) => entry.provider);
diff --git a/src/plugins/status.ts b/src/plugins/status.ts
index b5d444cc3b..b136366eb4 100644
--- a/src/plugins/status.ts
+++ b/src/plugins/status.ts
@@ -3,6 +3,7 @@ import { resolveDefaultAgentWorkspaceDir } from "../agents/workspace.js";
 import { loadConfig } from "../config/config.js";
 import { createSubsystemLogger } from "../logging/subsystem.js";
 import { loadOpenClawPlugins } from "./loader.js";
+import { createPluginLoaderLogger } from "./logger.js";
 import type { PluginRegistry } from "./registry.js";
 
 export type PluginStatusReport = PluginRegistry & {
@@ -24,12 +25,7 @@ export function buildPluginStatusReport(params?: {
   const registry = loadOpenClawPlugins({
     config,
     workspaceDir,
-    logger: {
-      info: (msg) => log.info(msg),
-      warn: (msg) => log.warn(msg),
-      error: (msg) => log.error(msg),
-      debug: (msg) => log.debug(msg),
-    },
+    logger: createPluginLoaderLogger(log),
   });
 
   return {
diff --git a/src/plugins/tools.ts b/src/plugins/tools.ts
index 7ac23105a0..155a7609ea 100644
--- a/src/plugins/tools.ts
+++ b/src/plugins/tools.ts
@@ -3,6 +3,7 @@ import type { AnyAgentTool } from "../agents/tools/common.js";
 import { createSubsystemLogger } from "../logging/subsystem.js";
 import { applyTestPluginDefaults, normalizePluginsConfig } from "./config-state.js";
 import { loadOpenClawPlugins } from "./loader.js";
+import { createPluginLoaderLogger } from "./logger.js";
 import type { OpenClawPluginToolContext } from "./types.js";
 
 const log = createSubsystemLogger("plugins");
@@ -57,12 +58,7 @@ export function resolvePluginTools(params: {
   const registry = loadOpenClawPlugins({
     config: effectiveConfig,
     workspaceDir: params.context.workspaceDir,
-    logger: {
-      info: (msg) => log.info(msg),
-      warn: (msg) => log.warn(msg),
-      error: (msg) => log.error(msg),
-      debug: (msg) => log.debug(msg),
-    },
+    logger: createPluginLoaderLogger(log),
   });
 
   const tools: AnyAgentTool[] = [];