diff --git a/src/cli/plugins-cli.ts b/src/cli/plugins-cli.ts
index 19e251635d5..113c9928a1d 100644
--- a/src/cli/plugins-cli.ts
+++ b/src/cli/plugins-cli.ts
@@ -5,6 +5,7 @@ import type { OpenClawConfig } from "../config/config.js";
 import { loadConfig, writeConfigFile } from "../config/config.js";
 import { resolveStateDir } from "../config/paths.js";
 import type { PluginInstallRecord } from "../config/types.plugins.js";
+import { parseClawHubPluginSpec } from "../infra/clawhub.js";
 import { enablePluginInConfig } from "../plugins/enable.js";
 import { listMarketplacePlugins } from "../plugins/marketplace.js";
 import type { PluginRecord } from "../plugins/registry.js";
@@ -59,6 +60,44 @@ export type PluginUninstallOptions = {
   dryRun?: boolean;
 };
 
+function resolvePluginUninstallId(params: {
+  rawId: string;
+  config: OpenClawConfig;
+  plugins: PluginRecord[];
+}): { pluginId: string; plugin?: PluginRecord } {
+  const rawId = params.rawId.trim();
+  const plugin = params.plugins.find((entry) => entry.id === rawId || entry.name === rawId);
+  if (plugin) {
+    return { pluginId: plugin.id, plugin };
+  }
+
+  for (const [pluginId, install] of Object.entries(params.config.plugins?.installs ?? {})) {
+    if (
+      install.spec === rawId ||
+      install.resolvedSpec === rawId ||
+      install.resolvedName === rawId ||
+      install.marketplacePlugin === rawId
+    ) {
+      return { pluginId };
+    }
+  }
+
+  const requestedClawHub = parseClawHubPluginSpec(rawId);
+  if (requestedClawHub) {
+    for (const [pluginId, install] of Object.entries(params.config.plugins?.installs ?? {})) {
+      const installedClawHubName =
+        install.clawhubPackage ??
+        parseClawHubPluginSpec(install.spec ?? "")?.name ??
+        parseClawHubPluginSpec(install.resolvedSpec ?? "")?.name;
+      if (installedClawHubName === requestedClawHub.name) {
+        return { pluginId };
+      }
+    }
+  }
+
+  return { pluginId: rawId };
+}
+
 function formatPluginLine(plugin: PluginRecord, verbose = false): string {
   const status =
     plugin.status === "loaded"
@@ -546,8 +585,11 @@ export function registerPluginsCli(program: Command) {
         defaultRuntime.log(theme.warn("`--keep-config` is deprecated, use `--keep-files`."));
       }
 
-      const plugin = report.plugins.find((p) => p.id === id || p.name === id);
-      const pluginId = plugin?.id ?? id;
+      const { plugin, pluginId } = resolvePluginUninstallId({
+        rawId: id,
+        config: cfg,
+        plugins: report.plugins,
+      });
       const hasEntry = pluginId in (cfg.plugins?.entries ?? {});
       const hasInstall = pluginId in (cfg.plugins?.installs ?? {});
 
diff --git a/src/cli/plugins-cli.uninstall.test.ts b/src/cli/plugins-cli.uninstall.test.ts
index a038eff6492..4dfeb02d922 100644
--- a/src/cli/plugins-cli.uninstall.test.ts
+++ b/src/cli/plugins-cli.uninstall.test.ts
@@ -3,6 +3,7 @@ import type { OpenClawConfig } from "../config/config.js";
 import {
   buildPluginStatusReport,
   loadConfig,
+  parseClawHubPluginSpec,
   promptYesNo,
   resetPluginsCliTestState,
   runPluginsCommand,
@@ -118,4 +119,73 @@ describe("plugins cli uninstall", () => {
     expect(runtimeErrors.at(-1)).toContain("is not managed by plugins config/install records");
     expect(uninstallPlugin).not.toHaveBeenCalled();
   });
+
+  it("accepts the recorded ClawHub spec as an uninstall target", async () => {
+    loadConfig.mockReturnValue({
+      plugins: {
+        entries: {
+          "linkmind-context": { enabled: true },
+        },
+        installs: {
+          "linkmind-context": {
+            source: "npm",
+            spec: "clawhub:linkmind-context",
+            clawhubPackage: "linkmind-context",
+          },
+        },
+      },
+    } as OpenClawConfig);
+    buildPluginStatusReport.mockReturnValue({
+      plugins: [{ id: "linkmind-context", name: "linkmind-context" }],
+      diagnostics: [],
+    });
+    parseClawHubPluginSpec.mockImplementation((raw: string) =>
+      raw === "clawhub:linkmind-context" ? { name: "linkmind-context" } : null,
+    );
+
+    await runPluginsCommand(["plugins", "uninstall", "clawhub:linkmind-context", "--force"]);
+
+    expect(uninstallPlugin).toHaveBeenCalledWith(
+      expect.objectContaining({
+        pluginId: "linkmind-context",
+      }),
+    );
+  });
+
+  it("accepts a versionless ClawHub spec when the install was pinned", async () => {
+    loadConfig.mockReturnValue({
+      plugins: {
+        entries: {
+          "linkmind-context": { enabled: true },
+        },
+        installs: {
+          "linkmind-context": {
+            source: "npm",
+            spec: "clawhub:linkmind-context@1.2.3",
+          },
+        },
+      },
+    } as OpenClawConfig);
+    buildPluginStatusReport.mockReturnValue({
+      plugins: [{ id: "linkmind-context", name: "linkmind-context" }],
+      diagnostics: [],
+    });
+    parseClawHubPluginSpec.mockImplementation((raw: string) => {
+      if (raw === "clawhub:linkmind-context") {
+        return { name: "linkmind-context" };
+      }
+      if (raw === "clawhub:linkmind-context@1.2.3") {
+        return { name: "linkmind-context", version: "1.2.3" };
+      }
+      return null;
+    });
+
+    await runPluginsCommand(["plugins", "uninstall", "clawhub:linkmind-context", "--force"]);
+
+    expect(uninstallPlugin).toHaveBeenCalledWith(
+      expect.objectContaining({
+        pluginId: "linkmind-context",
+      }),
+    );
+  });
 });