diff --git a/docs/gateway/protocol.md b/docs/gateway/protocol.md
index 758317dbc9b8..7842dda6acd8 100644
--- a/docs/gateway/protocol.md
+++ b/docs/gateway/protocol.md
@@ -560,7 +560,7 @@ methods. Treat this as feature discovery, not a full enumeration of
   <Accordion title="Plugin management">
     - `plugins.list` (`operator.read`) returns the installed plugin inventory plus locally curated official picks, diagnostics, and whether the current install mode allows mutations.
     - `plugins.search` (`operator.read`) searches installable ClawHub code-plugin and bundle-plugin families. Pass non-empty `query` and optional `limit` from 1 to 100.
-    - `plugins.install` (`operator.admin`) installs either an official catalog entry with `{ source: "official", pluginId }` or a ClawHub package with `{ source: "clawhub", packageName, version?, acknowledgeClawHubRisk? }`. ClawHub installs preserve Gateway trust, integrity, and install-policy checks. Successful installs require a Gateway restart.
+    - `plugins.install` (`operator.admin`) installs either an official catalog entry with `{ source: "official", pluginId, acknowledgeInstallPolicyWarning? }` or a ClawHub package with `{ source: "clawhub", packageName, version?, acknowledgeClawHubRisk?, acknowledgeInstallPolicyWarning? }`. When install policy returns `warn`, the error `details` include `installPolicyCode: "install_policy_warning_acknowledgement_required"`, the target, reason, and optional findings. After review, retrying the same action with `acknowledgeInstallPolicyWarning: true` approves every warning in that install invocation; each warning is freshly evaluated before installation continues. `block` and policy failures remain terminal. ClawHub installs preserve Gateway trust and integrity checks. Successful installs require a Gateway restart.
     - `plugins.setEnabled` (`operator.admin`) changes one installed plugin's enabled policy with `{ pluginId, enabled }`. The response includes the updated catalog entry, restart metadata, and any slot-selection warnings.
     - `plugins.uninstall` (`operator.admin`) removes one externally installed plugin with `{ pluginId }`: config references, the install record, and managed files. Bundled plugins cannot be uninstalled, only disabled. The response lists the removal actions and always requires a Gateway restart.
 
diff --git a/docs/gateway/security/index.md b/docs/gateway/security/index.md
index 5204d046c29a..a1f37928cd3f 100644
--- a/docs/gateway/security/index.md
+++ b/docs/gateway/security/index.md
@@ -340,7 +340,7 @@ Plugins run in-process with the Gateway - treat them as trusted code.
   - npm and git plugin installs run package-manager dependency convergence only during the explicit install/update flow. Local paths and archives are treated as self-contained packages; OpenClaw copies/references them without running `npm install`.
   - Prefer pinned exact versions (`@scope/pkg@1.2.3`) and inspect the unpacked code before enabling.
   - `security.installPolicy` lets operators run a trusted local command to return `allow`, `warn`, or `block` for skill and plugin installs. It runs after source material is staged but before install continues and applies to ClawHub skills too.
-  - A `warn` result stops before commit. Interactive CLI commands ask the operator to type the plugin or skill name using the same wording as suspicious ClawHub releases, then re-evaluate policy before continuing. An over-4,000-character rendered review fails closed before prompting. Declined and non-interactive direct CLI commands can use `--acknowledge-install-policy-warning` as explicit approval after review for every warning in that command invocation. Gateway-backed and automatic installs cannot approve warnings themselves. Use an equivalent direct CLI command when one exists; otherwise, change `security.installPolicy` to return `allow` for the reviewed request before retrying the managed flow. Every approved warning is re-evaluated before continuing. `block` and policy failures remain terminal. Neither `--force` nor the deprecated plugin install/update flag `--dangerously-force-unsafe-install` approves policy warnings.
+  - A `warn` result stops before commit. Interactive CLI commands ask the operator to type the plugin or skill name using the same wording as suspicious ClawHub releases, then re-evaluate policy before continuing. An over-4,000-character rendered review fails closed before prompting. Declined and non-interactive direct CLI commands can use `--acknowledge-install-policy-warning` as explicit approval after review for every warning in that command invocation. The Control UI exposes the same invocation-wide approval through **Install anyway** for plugin installs. Other Gateway-backed and automatic installs remain blocked when they have no operator-confirmation flow. Every approved warning is re-evaluated before continuing. `block` and policy failures remain terminal. Neither `--force` nor the deprecated plugin install/update flag `--dangerously-force-unsafe-install` approves policy warnings.
 
 Details: [Plugins](/tools/plugin)
 
diff --git a/docs/tools/plugin.md b/docs/tools/plugin.md
index 844d99cb1144..9cc34b7f5f55 100644
--- a/docs/tools/plugin.md
+++ b/docs/tools/plugin.md
@@ -153,11 +153,15 @@ copy as suspicious ClawHub releases; policy is then re-evaluated. Reviewed
 non-interactive direct CLI commands can use `--acknowledge-install-policy-warning`.
 That flag approves every warning for the command invocation; each warning is
 still re-evaluated before the install continues.
-Gateway-backed and automatic installs remain blocked on warnings because they
-have no operator-confirmation flow. When an equivalent direct plugin or skill
-command exists, use that command to review and approve the warning. Otherwise,
-change `security.installPolicy` to return `allow` for the reviewed request, then
-retry the managed flow. Neither `--force` nor the deprecated plugin
+The Control UI shows the structured warning and offers **Install anyway**. That
+action resends the same plugin request with `acknowledgeInstallPolicyWarning:
+true`, approving every warning encountered during that install invocation;
+each warning is still re-evaluated before installation continues. Other
+Gateway-backed and automatic installs remain blocked when they have no
+operator-confirmation flow. When an equivalent direct plugin or skill command
+exists, use that command to review and approve the warning. Otherwise, change
+`security.installPolicy` to return `allow` for the reviewed request, then retry
+the managed flow. Neither `--force` nor the deprecated plugin
 install/update flag `--dangerously-force-unsafe-install` approves a policy
 warning. Plugin
 `before_install` hooks run later, and only in OpenClaw processes where plugin
diff --git a/docs/tools/skills-config.md b/docs/tools/skills-config.md
index 1a1bbd7e287f..0356d2254449 100644
--- a/docs/tools/skills-config.md
+++ b/docs/tools/skills-config.md
@@ -199,11 +199,13 @@ then run policy again before continuing. Declined and non-interactive commands
 on the direct CLI may use `--acknowledge-install-policy-warning` as explicit
 approval after review for every warning in that command invocation;
 every approved warning is re-evaluated before continuing.
-Gateway-backed and automatic installs remain blocked on warnings because they
-have no operator-confirmation flow. Use an equivalent direct plugin or skill
-command to review and approve the warning when one exists. Otherwise, change
-`security.installPolicy` to return `allow` for the reviewed request, then retry
-the managed flow. `--force` does not approve policy warnings. A `block`,
+The Control UI can review and approve warnings for its plugin install request;
+that approval covers every warning in the invocation, and each warning is
+still re-evaluated. Other Gateway-backed and automatic installs remain blocked
+when they have no operator-confirmation flow. Use an equivalent direct plugin
+or skill command to review and approve the warning when one exists. Otherwise,
+change `security.installPolicy` to return `allow` for the reviewed request,
+then retry the managed flow. `--force` does not approve policy warnings. A `block`,
 non-zero exit, timeout, invalid JSON, non-object response, missing or invalid
 protocol version or decision, or missing or empty `warn`/`block` reason always
 fails closed.
diff --git a/packages/gateway-protocol/src/install-policy-warning-error-details.ts b/packages/gateway-protocol/src/install-policy-warning-error-details.ts
new file mode 100644
index 000000000000..90f0414a8bb6
--- /dev/null
+++ b/packages/gateway-protocol/src/install-policy-warning-error-details.ts
@@ -0,0 +1,104 @@
+import {
+  asProtocolRecord,
+  normalizeOptionalProtocolString,
+} from "./protocol-value-normalization.js";
+
+export const INSTALL_POLICY_WARNING_ACKNOWLEDGEMENT_REQUIRED =
+  "install_policy_warning_acknowledgement_required" as const;
+
+type InstallPolicyWarningErrorFinding = {
+  ruleId: string;
+  severity: "info" | "warn" | "critical";
+  message: string;
+  file?: string;
+  line?: number;
+  evidence?: string;
+};
+
+export type InstallPolicyWarningErrorDetails = {
+  installPolicyCode: typeof INSTALL_POLICY_WARNING_ACKNOWLEDGEMENT_REQUIRED;
+  targetName: string;
+  targetType: "skill" | "plugin";
+  requestMode: "install" | "update";
+  reason: string;
+  findings?: InstallPolicyWarningErrorFinding[];
+};
+
+function readFinding(value: unknown): InstallPolicyWarningErrorFinding | undefined {
+  const record = asProtocolRecord(value);
+  if (!record) {
+    return undefined;
+  }
+  const ruleId = normalizeOptionalProtocolString(record.ruleId);
+  const message = normalizeOptionalProtocolString(record.message);
+  const severity = record.severity;
+  if (
+    !ruleId ||
+    !message ||
+    (severity !== "info" && severity !== "warn" && severity !== "critical")
+  ) {
+    return undefined;
+  }
+  const file = normalizeOptionalProtocolString(record.file);
+  const evidence = normalizeOptionalProtocolString(record.evidence);
+  const line = record.line;
+  if (
+    (record.file !== undefined && !file) ||
+    (record.evidence !== undefined && !evidence) ||
+    (line !== undefined && (typeof line !== "number" || !Number.isSafeInteger(line) || line <= 0))
+  ) {
+    return undefined;
+  }
+  return {
+    ruleId,
+    severity,
+    message,
+    ...(file ? { file } : {}),
+    ...(line !== undefined ? { line } : {}),
+    ...(evidence ? { evidence } : {}),
+  };
+}
+
+export function readInstallPolicyWarningErrorDetails(
+  value: unknown,
+): InstallPolicyWarningErrorDetails | undefined {
+  const record = asProtocolRecord(value);
+  if (!record) {
+    return undefined;
+  }
+  const targetName = normalizeOptionalProtocolString(record.targetName);
+  const reason = normalizeOptionalProtocolString(record.reason);
+  const targetType = record.targetType;
+  const requestMode = record.requestMode;
+  if (
+    record.installPolicyCode !== INSTALL_POLICY_WARNING_ACKNOWLEDGEMENT_REQUIRED ||
+    !targetName ||
+    !reason ||
+    (targetType !== "skill" && targetType !== "plugin") ||
+    (requestMode !== "install" && requestMode !== "update")
+  ) {
+    return undefined;
+  }
+  let findings: InstallPolicyWarningErrorFinding[] | undefined;
+  if (record.findings !== undefined) {
+    if (!Array.isArray(record.findings)) {
+      return undefined;
+    }
+    findings = [];
+    for (const findingValue of record.findings) {
+      const finding = readFinding(findingValue);
+      if (!finding) {
+        return undefined;
+      }
+      findings.push(finding);
+    }
+  }
+  return {
+    installPolicyCode: INSTALL_POLICY_WARNING_ACKNOWLEDGEMENT_REQUIRED,
+    targetName,
+    targetType,
+    requestMode,
+    reason,
+    ...(findings ? { findings } : {}),
+  };
+}
diff --git a/packages/gateway-protocol/src/plugins-validators.test.ts b/packages/gateway-protocol/src/plugins-validators.test.ts
index eaeedbfb9001..cbb0227369f2 100644
--- a/packages/gateway-protocol/src/plugins-validators.test.ts
+++ b/packages/gateway-protocol/src/plugins-validators.test.ts
@@ -31,9 +31,23 @@ describe("plugin lifecycle protocol validators", () => {
         packageName: "memory-plus",
         version: "2.1.0",
         acknowledgeClawHubRisk: true,
+        acknowledgeInstallPolicyWarning: true,
       }),
     ).toBe(true);
-    expect(validatePluginsInstallParams({ source: "official", pluginId: "workboard" })).toBe(true);
+    expect(
+      validatePluginsInstallParams({
+        source: "official",
+        pluginId: "workboard",
+        acknowledgeInstallPolicyWarning: true,
+      }),
+    ).toBe(true);
+    expect(
+      validatePluginsInstallParams({
+        source: "official",
+        pluginId: "workboard",
+        acknowledgeInstallPolicyWarning: false,
+      }),
+    ).toBe(false);
     expect(
       validatePluginsInstallParams({
         source: "official",
diff --git a/packages/gateway-protocol/src/schema/plugins.ts b/packages/gateway-protocol/src/schema/plugins.ts
index 529cebf05b18..8f75c086b3a5 100644
--- a/packages/gateway-protocol/src/schema/plugins.ts
+++ b/packages/gateway-protocol/src/schema/plugins.ts
@@ -174,10 +174,12 @@ export const PluginsInstallParamsSchema = Type.Union([
     packageName: NonEmptyString,
     version: Type.Optional(NonEmptyString),
     acknowledgeClawHubRisk: Type.Optional(Type.Boolean()),
+    acknowledgeInstallPolicyWarning: Type.Optional(Type.Literal(true)),
   }),
   closedObject({
     source: Type.Literal("official"),
     pluginId: NonEmptyString,
+    acknowledgeInstallPolicyWarning: Type.Optional(Type.Literal(true)),
   }),
 ]);
 
diff --git a/src/cli/install-policy-warning-acknowledgement.test.ts b/src/cli/install-policy-warning-acknowledgement.test.ts
index 5b26e554d979..6f527b42b0cc 100644
--- a/src/cli/install-policy-warning-acknowledgement.test.ts
+++ b/src/cli/install-policy-warning-acknowledgement.test.ts
@@ -47,6 +47,7 @@ describe("resolveInstallPolicyWarningAcknowledgementCliOptions", () => {
         targetName: "demo\npkg",
         targetType: "plugin",
         requestMode: fixture.requestMode,
+        reason: "Policy warning",
       }),
     ).resolves.toEqual({ status: "approved" });
 
@@ -66,6 +67,7 @@ describe("resolveInstallPolicyWarningAcknowledgementCliOptions", () => {
         targetName: "demo",
         targetType: "skill",
         requestMode: "install",
+        reason: "Policy warning",
       }),
     ).resolves.toEqual({ status: "declined" });
   });
@@ -104,6 +106,7 @@ describe("resolveInstallPolicyWarningAcknowledgementCliOptions", () => {
         targetName: "demo",
         targetType: "plugin",
         requestMode: "install",
+        reason: "Policy warning",
       }),
     ).resolves.toEqual({ status: "approved" });
     await expect(
@@ -111,6 +114,7 @@ describe("resolveInstallPolicyWarningAcknowledgementCliOptions", () => {
         targetName: "demo-dependency",
         targetType: "plugin",
         requestMode: "install",
+        reason: "Dependency policy warning",
       }),
     ).resolves.toEqual({ status: "approved" });
     expect(promptTextMock).not.toHaveBeenCalled();
diff --git a/src/gateway/server-methods/plugins.test.ts b/src/gateway/server-methods/plugins.test.ts
index cf00b34ef201..346a1ca739ca 100644
--- a/src/gateway/server-methods/plugins.test.ts
+++ b/src/gateway/server-methods/plugins.test.ts
@@ -9,6 +9,17 @@ const managementMocks = vi.hoisted(() => {
     readonly code?: string;
     readonly version?: string;
     readonly warning?: string;
+    readonly installPolicyWarning?: {
+      targetName: string;
+      targetType: "skill" | "plugin";
+      requestMode: "install" | "update";
+      reason: string;
+      findings?: Array<{
+        ruleId: string;
+        severity: "info" | "warn" | "critical";
+        message: string;
+      }>;
+    };
 
     constructor(
       message: string,
@@ -17,6 +28,7 @@ const managementMocks = vi.hoisted(() => {
         code?: string;
         version?: string;
         warning?: string;
+        installPolicyWarning?: ManagedPluginLifecycleError["installPolicyWarning"];
       },
     ) {
       super(message);
@@ -24,6 +36,7 @@ const managementMocks = vi.hoisted(() => {
       this.code = details?.code;
       this.version = details?.version;
       this.warning = details?.warning;
+      this.installPolicyWarning = details?.installPolicyWarning;
     }
   }
   return {
@@ -298,6 +311,70 @@ describe("plugin management Gateway handlers", () => {
     });
   });
 
+  it("forwards invocation-wide install policy acknowledgement", async () => {
+    managementMocks.install.mockResolvedValue({
+      plugin: { ...workboard, id: "diffs", name: "Diffs", enabled: true, state: "enabled" },
+    });
+
+    await callHandler("plugins.install", {
+      source: "official",
+      pluginId: "diffs",
+      acknowledgeInstallPolicyWarning: true,
+    });
+
+    expect(managementMocks.install).toHaveBeenCalledWith({
+      request: {
+        source: "official",
+        pluginId: "diffs",
+        acknowledgeInstallPolicyWarning: true,
+      },
+    });
+  });
+
+  it("returns tokenless structured install policy warning details", async () => {
+    managementMocks.install.mockRejectedValue(
+      new managementMocks.ManagedPluginLifecycleError("Review required", {
+        installPolicyWarning: {
+          targetName: "diffs",
+          targetType: "plugin",
+          requestMode: "install",
+          reason: "Review the staged package",
+          findings: [
+            {
+              ruleId: "suspicious-script",
+              severity: "warn",
+              message: "The package contains an install script.",
+            },
+          ],
+        },
+      }),
+    );
+
+    const result = await callHandler("plugins.install", {
+      source: "official",
+      pluginId: "diffs",
+    });
+
+    expect(result.error).toMatchObject({
+      code: "INVALID_REQUEST",
+      details: {
+        installPolicyCode: "install_policy_warning_acknowledgement_required",
+        targetName: "diffs",
+        targetType: "plugin",
+        requestMode: "install",
+        reason: "Review the staged package",
+        findings: [
+          {
+            ruleId: "suspicious-script",
+            severity: "warn",
+            message: "The package contains an install script.",
+          },
+        ],
+      },
+    });
+    expect(result.error).not.toHaveProperty("details.acknowledgementToken");
+  });
+
   it("returns structured ClawHub acknowledgement details", async () => {
     managementMocks.install.mockRejectedValue(
       new managementMocks.ManagedPluginLifecycleError("Review required", {
diff --git a/src/gateway/server-methods/plugins.ts b/src/gateway/server-methods/plugins.ts
index 77a8f7535233..8ed2e5810dba 100644
--- a/src/gateway/server-methods/plugins.ts
+++ b/src/gateway/server-methods/plugins.ts
@@ -11,6 +11,10 @@ import {
   validatePluginsSetEnabledParams,
   validatePluginsUninstallParams,
 } from "../../../packages/gateway-protocol/src/index.js";
+import {
+  INSTALL_POLICY_WARNING_ACKNOWLEDGEMENT_REQUIRED,
+  readInstallPolicyWarningErrorDetails,
+} from "../../../packages/gateway-protocol/src/install-policy-warning-error-details.js";
 import type { OpenClawConfig } from "../../config/types.openclaw.js";
 import { formatErrorMessage } from "../../infra/errors.js";
 import { searchInstallablePluginPackages } from "../../plugins/catalog-search.js";
@@ -127,13 +131,20 @@ export const pluginsHandlers: GatewayRequestHandlers = {
         lifecycleError?.code && isClawHubTrustErrorCode(lifecycleError.code)
           ? lifecycleError.code
           : undefined;
-      const details = lifecycleError
+      const trustDetails = lifecycleError
         ? buildClawHubTrustErrorDetails({
             ...(trustCode ? { code: trustCode } : {}),
             ...(lifecycleError.version ? { version: lifecycleError.version } : {}),
             ...(lifecycleError.warning ? { warning: lifecycleError.warning } : {}),
           })
         : undefined;
+      const installPolicyDetails = lifecycleError?.installPolicyWarning
+        ? readInstallPolicyWarningErrorDetails({
+            installPolicyCode: INSTALL_POLICY_WARNING_ACKNOWLEDGEMENT_REQUIRED,
+            ...lifecycleError.installPolicyWarning,
+          })
+        : undefined;
+      const details = installPolicyDetails ?? trustDetails;
       respond(
         false,
         undefined,
diff --git a/src/infra/install-package-dir.ts b/src/infra/install-package-dir.ts
index 7b756c067af1..1076904abdca 100644
--- a/src/infra/install-package-dir.ts
+++ b/src/infra/install-package-dir.ts
@@ -26,6 +26,9 @@ type HiddenProjectConfigFile = {
   hiddenPath: string;
 } | null;
 
+type InstallPackageDirFailure = { ok: false; error: string };
+type InstallPackageDirSuccess = { ok: true };
+
 async function sanitizeManifestForNpmInstall(targetDir: string): Promise<void> {
   const manifestPath = path.join(targetDir, "package.json");
   const parsed = await tryReadJson<unknown>(manifestPath);
@@ -215,7 +218,9 @@ export function resolvePackageDirInstallTransaction(
  * Update mode backs up the existing target, runs optional validation hooks,
  * and rolls back when copy, dependency install, or validation fails.
  */
-export async function installPackageDir(params: {
+export async function installPackageDir<
+  TAfterInstallFailure extends InstallPackageDirFailure = InstallPackageDirFailure,
+>(params: {
   sourceDir: string;
   targetDir: string;
   mode: "install" | "update";
@@ -226,10 +231,8 @@ export async function installPackageDir(params: {
   sourceHardlinks?: InstallSourceHardlinks;
   depsLogMessage: string;
   afterCopy?: (installedDir: string) => void | Promise<void>;
-  afterInstall?: (
-    installedDir: string,
-  ) => Promise<{ ok: true } | { ok: false; error: string; code?: string }>;
-}): Promise<{ ok: true } | { ok: false; error: string; code?: string }> {
+  afterInstall?: (installedDir: string) => Promise<InstallPackageDirSuccess | TAfterInstallFailure>;
+}): Promise<InstallPackageDirSuccess | InstallPackageDirFailure | TAfterInstallFailure> {
   const deferCommit = isPackageDirInstallCommitDeferred(params);
   params.logger?.info?.(`Installing to ${params.targetDir}…`);
   const installBaseDir = path.dirname(params.targetDir);
@@ -279,10 +282,6 @@ export async function installPackageDir(params: {
     }
     return { ok: false as const, error };
   };
-  const failWithCode = async (paramsLocal: { error: string; code?: string }, cause?: unknown) => {
-    const failed = await fail(paramsLocal.error, cause);
-    return paramsLocal.code ? { ...failed, code: paramsLocal.code } : failed;
-  };
   const restoreBackup = async () => {
     if (!backupDir) {
       return;
@@ -354,7 +353,8 @@ export async function installPackageDir(params: {
     try {
       const postInstallResult = await params.afterInstall(stageDir);
       if (!postInstallResult.ok) {
-        return await failWithCode(postInstallResult);
+        const failed = await fail(postInstallResult.error);
+        return { ...postInstallResult, error: failed.error };
       }
     } catch (err) {
       return await fail(`post-install validation failed: ${String(err)}`, err);
@@ -458,7 +458,9 @@ export async function installPackageDir(params: {
  * Installs a manifest-backed package directory while deriving whether npm
  * dependencies must be installed and which hardlink policy is safe to use.
  */
-export async function installPackageDirWithManifestDeps(params: {
+export async function installPackageDirWithManifestDeps<
+  TAfterInstallFailure extends InstallPackageDirFailure = InstallPackageDirFailure,
+>(params: {
   sourceDir: string;
   targetDir: string;
   mode: "install" | "update";
@@ -468,12 +470,10 @@ export async function installPackageDirWithManifestDeps(params: {
   depsLogMessage: string;
   manifestDependencies?: Record<string, unknown>;
   afterCopy?: (installedDir: string) => void | Promise<void>;
-  afterInstall?: (
-    installedDir: string,
-  ) => Promise<{ ok: true } | { ok: false; error: string; code?: string }>;
-}): Promise<{ ok: true } | { ok: false; error: string; code?: string }> {
+  afterInstall?: (installedDir: string) => Promise<InstallPackageDirSuccess | TAfterInstallFailure>;
+}): Promise<InstallPackageDirSuccess | InstallPackageDirFailure | TAfterInstallFailure> {
   const hasDeps = Object.keys(params.manifestDependencies ?? {}).length > 0;
-  return installPackageDir({
+  return installPackageDir<TAfterInstallFailure>({
     ...params,
     hasDeps,
     sourceHardlinks: hasDeps ? "package-manager" : "reject",
diff --git a/src/plugins/install-security-scan.runtime.test.ts b/src/plugins/install-security-scan.runtime.test.ts
index 763906826fdd..fe0e1ba22490 100644
--- a/src/plugins/install-security-scan.runtime.test.ts
+++ b/src/plugins/install-security-scan.runtime.test.ts
@@ -341,6 +341,7 @@ describe("legacy file install scan compatibility", () => {
 
     expect(result).toBeUndefined();
     expect(onInstallPolicyWarning).toHaveBeenCalledWith({
+      reason: "review this plugin",
       targetName: "payload",
       targetType: "plugin",
       requestMode: "install",
@@ -458,6 +459,12 @@ describe("legacy file install scan compatibility", () => {
 
     expect(result?.blocked).toEqual({
       code: "security_scan_blocked",
+      installPolicyWarning: {
+        reason: "review this plugin",
+        requestMode: "install",
+        targetName: "payload",
+        targetType: "plugin",
+      },
       reason: expectedInstallPolicyNotice({
         decision: "warn",
         guidance: [
diff --git a/src/plugins/install-security-scan.runtime.ts b/src/plugins/install-security-scan.runtime.ts
index 45bd23109174..8a8c4c298d91 100644
--- a/src/plugins/install-security-scan.runtime.ts
+++ b/src/plugins/install-security-scan.runtime.ts
@@ -17,7 +17,10 @@ import {
 import { isPathInside } from "../security/scan-paths.js";
 import { getGlobalHookRunner } from "./hook-runner-global.js";
 import { createBeforeInstallHookPayload } from "./install-policy-context.js";
-import type { InstallSafetyOverrides } from "./install-security-scan.types.js";
+import type {
+  InstallPolicyWarningDetails,
+  InstallSafetyOverrides,
+} from "./install-security-scan.types.js";
 
 type InstallScanLogger = {
   warn?: (message: string) => void;
@@ -109,6 +112,7 @@ export type InstallSecurityScanResult = {
   blocked?: {
     code?: "security_scan_blocked" | "security_scan_failed";
     reason: string;
+    installPolicyWarning?: InstallPolicyWarningDetails;
   };
 };
 
@@ -821,10 +825,18 @@ async function runOperatorInstallPolicy(params: {
     logPolicyResult(result);
     return undefined;
   }
+  const installPolicyWarning: InstallPolicyWarningDetails = {
+    targetName: params.targetName,
+    targetType: params.targetType,
+    requestMode: params.requestMode,
+    reason: result.warning.reason,
+    ...(result.findings?.length ? { findings: result.findings } : {}),
+  };
   if (!params.onInstallPolicyWarning) {
     return {
       blocked: {
         code: "security_scan_blocked",
+        installPolicyWarning,
         reason: formatInstallPolicyNotice({
           decision: "warn",
           findings: result.findings,
@@ -838,9 +850,7 @@ async function runOperatorInstallPolicy(params: {
   }
   logPolicyResult(result);
   const acknowledgement = await params.onInstallPolicyWarning({
-    targetName: params.targetName,
-    targetType: params.targetType,
-    requestMode: params.requestMode,
+    ...installPolicyWarning,
   });
   if (acknowledgement.status === "approved") {
     const reevaluated = await evaluatePolicy();
@@ -866,6 +876,13 @@ async function runOperatorInstallPolicy(params: {
         return {
           blocked: {
             code: "security_scan_blocked",
+            installPolicyWarning: {
+              targetName: params.targetName,
+              targetType: params.targetType,
+              requestMode: params.requestMode,
+              reason: reevaluated.warning.reason,
+              ...(reevaluated.findings?.length ? { findings: reevaluated.findings } : {}),
+            },
             reason: formatInstallPolicyNotice({
               decision: "warn",
               findings: reevaluated.findings,
@@ -888,6 +905,7 @@ async function runOperatorInstallPolicy(params: {
   return {
     blocked: {
       code: "security_scan_blocked",
+      installPolicyWarning,
       reason: "Install cancelled: the install policy warning was not approved.",
     },
   };
diff --git a/src/plugins/install-security-scan.ts b/src/plugins/install-security-scan.ts
index 40885f9c0a5f..143223456989 100644
--- a/src/plugins/install-security-scan.ts
+++ b/src/plugins/install-security-scan.ts
@@ -6,7 +6,10 @@ import type {
   InstallPolicySource,
 } from "../security/install-policy.js";
 export type { InstallSafetyOverrides } from "./install-security-scan.types.js";
-import type { InstallSafetyOverrides } from "./install-security-scan.types.js";
+import type {
+  InstallPolicyWarningDetails,
+  InstallSafetyOverrides,
+} from "./install-security-scan.types.js";
 
 type InstallScanLogger = {
   warn?: (message: string) => void;
@@ -17,6 +20,7 @@ export type InstallSecurityScanResult = {
   blocked?: {
     code?: "security_scan_blocked" | "security_scan_failed";
     reason: string;
+    installPolicyWarning?: InstallPolicyWarningDetails;
   };
 };
 
diff --git a/src/plugins/install-security-scan.types.ts b/src/plugins/install-security-scan.types.ts
index 9a39a7935ea5..e62da4b2cf68 100644
--- a/src/plugins/install-security-scan.types.ts
+++ b/src/plugins/install-security-scan.types.ts
@@ -1,12 +1,17 @@
 // Defines plugin install security scan result types.
 import type { OpenClawConfig } from "../config/types.openclaw.js";
+import type { InstallPolicyFinding } from "../security/install-policy.js";
 
-export type InstallPolicyWarningAcknowledgementRequest = {
+export type InstallPolicyWarningDetails = {
   targetName: string;
   targetType: "skill" | "plugin";
   requestMode: "install" | "update";
+  reason: string;
+  findings?: InstallPolicyFinding[];
 };
 
+export type InstallPolicyWarningAcknowledgementRequest = InstallPolicyWarningDetails;
+
 type InstallPolicyWarningAcknowledgementResult = { status: "approved" } | { status: "declined" };
 
 /** Overrides that intentionally loosen install safety policy for trusted/operator paths. */
diff --git a/src/plugins/install-shared.test.ts b/src/plugins/install-shared.test.ts
new file mode 100644
index 000000000000..04dc8709ad1a
--- /dev/null
+++ b/src/plugins/install-shared.test.ts
@@ -0,0 +1,54 @@
+import fs from "node:fs";
+import path from "node:path";
+import { afterAll, describe, expect, it } from "vitest";
+import { installPluginDirectoryIntoExtensions } from "./install-shared.js";
+import { PLUGIN_INSTALL_ERROR_CODE } from "./install-types.js";
+import { createSyncSuiteTempRootTracker } from "./test-helpers/fs-fixtures.js";
+
+describe("installPluginDirectoryIntoExtensions", () => {
+  const tempRoots = createSyncSuiteTempRootTracker("openclaw-install-shared");
+
+  afterAll(() => tempRoots.cleanup());
+
+  it("preserves structured warnings returned by a staged dependency scan", async () => {
+    const fixtureRoot = tempRoots.makeTempDir();
+    const sourceDir = path.join(fixtureRoot, "source");
+    const targetDir = path.join(fixtureRoot, "extensions", "demo");
+    fs.mkdirSync(sourceDir, { recursive: true });
+    fs.writeFileSync(path.join(sourceDir, "index.js"), "export default {};\n");
+    const installPolicyWarning = {
+      targetName: "demo",
+      targetType: "plugin" as const,
+      requestMode: "install" as const,
+      reason: "Review the installed dependency tree",
+    };
+
+    const result = await installPluginDirectoryIntoExtensions({
+      sourceDir,
+      targetDir,
+      pluginId: "demo",
+      extensions: ["index.js"],
+      logger: {},
+      timeoutMs: 1_000,
+      mode: "install",
+      dryRun: false,
+      copyErrorPrefix: "failed to copy plugin",
+      hasDeps: false,
+      depsLogMessage: "Installing dependencies…",
+      afterInstall: async () => ({
+        ok: false,
+        error: installPolicyWarning.reason,
+        code: PLUGIN_INSTALL_ERROR_CODE.SECURITY_SCAN_BLOCKED,
+        installPolicyWarning,
+      }),
+    });
+
+    expect(result).toEqual({
+      ok: false,
+      error: installPolicyWarning.reason,
+      code: PLUGIN_INSTALL_ERROR_CODE.SECURITY_SCAN_BLOCKED,
+      installPolicyWarning,
+    });
+    expect(fs.existsSync(targetDir)).toBe(false);
+  });
+});
diff --git a/src/plugins/install-shared.ts b/src/plugins/install-shared.ts
index 90fc644e4b69..2cd91b3e5c49 100644
--- a/src/plugins/install-shared.ts
+++ b/src/plugins/install-shared.ts
@@ -226,6 +226,9 @@ function buildBlockedInstallResult(params: {
   return {
     ok: false,
     error: params.blocked.reason,
+    ...(params.blocked.installPolicyWarning
+      ? { installPolicyWarning: params.blocked.installPolicyWarning }
+      : {}),
     ...(params.blocked.code === "security_scan_failed"
       ? { code: PLUGIN_INSTALL_ERROR_CODE.SECURITY_SCAN_FAILED }
       : params.blocked.code === "security_scan_blocked"
@@ -437,11 +440,7 @@ export async function installPluginDirectoryIntoExtensions(params: {
       if (!postInstallResult) {
         return { ok: true as const };
       }
-      return {
-        ok: false as const,
-        error: postInstallResult.error,
-        ...(postInstallResult.code ? { code: postInstallResult.code } : {}),
-      };
+      return postInstallResult;
     },
   };
   const installRes = await runtime.installPackageDir(
@@ -450,11 +449,7 @@ export async function installPluginDirectoryIntoExtensions(params: {
       : packageInstallParams,
   );
   if (!installRes.ok) {
-    return {
-      ok: false,
-      error: installRes.error,
-      ...(installRes.code ? { code: installRes.code as PluginInstallErrorCode } : {}),
-    };
+    return installRes;
   }
 
   const result = {
diff --git a/src/plugins/install-types.ts b/src/plugins/install-types.ts
index 70dc8081c44b..50c50e5d2c63 100644
--- a/src/plugins/install-types.ts
+++ b/src/plugins/install-types.ts
@@ -2,6 +2,7 @@ import type { NpmIntegrityDrift, NpmSpecResolution } from "../infra/install-sour
 import type { InstallPolicySource } from "../security/install-policy.js";
 import type { PluginInstallArtifactInspection } from "./install-artifact-inspection.js";
 import type { InstallSafetyOverrides } from "./install-security-scan.js";
+import type { InstallPolicyWarningDetails } from "./install-security-scan.types.js";
 import type { PackageManifest as PluginPackageManifest, PluginManifestSetup } from "./manifest.js";
 
 export type PluginInstallLogger = {
@@ -50,7 +51,12 @@ export type InstallPluginResult =
       npmResolution?: NpmSpecResolution;
       integrityDrift?: NpmIntegrityDrift;
     }
-  | { ok: false; error: string; code?: PluginInstallErrorCode };
+  | {
+      ok: false;
+      error: string;
+      code?: PluginInstallErrorCode;
+      installPolicyWarning?: InstallPolicyWarningDetails;
+    };
 
 export type PluginInstallFailureResult = Extract<InstallPluginResult, { ok: false }>;
 
diff --git a/src/plugins/management-service.test-helpers.ts b/src/plugins/management-service.test-helpers.ts
new file mode 100644
index 000000000000..38b39daf540c
--- /dev/null
+++ b/src/plugins/management-service.test-helpers.ts
@@ -0,0 +1,105 @@
+export function configSnapshot(config: Record<string, unknown> = {}) {
+  return {
+    snapshot: {
+      valid: true,
+      parsed: {},
+      path: "/tmp/openclaw.json",
+      sourceConfig: config,
+      hash: "base-hash",
+    },
+    writeOptions: {
+      expectedConfigPath: "/tmp/openclaw.json",
+      includeFileHashesForWrite: { "/tmp/plugins.json": "include-hash" },
+      includeFileTargetsForWrite: { "/tmp/plugins.json": "/tmp/plugins.json" },
+    },
+  };
+}
+
+export function metadataSnapshot(params: {
+  enabled: boolean;
+  id?: string;
+  name?: string;
+  origin?: "bundled" | "global";
+  installRecord?: Record<string, unknown>;
+  icon?: string;
+}) {
+  const id = params.id ?? "workboard";
+  const origin = params.origin ?? "bundled";
+  const installRecord =
+    params.installRecord ??
+    (origin === "global" ? { source: "path", installPath: `/tmp/${id}` } : undefined);
+  const manifest = {
+    id,
+    name: params.name ?? "Workboard",
+    description: "Coordinate agent work in a shared board.",
+    catalog: { featured: true, order: 10 },
+    ...(params.icon ? { icon: params.icon } : {}),
+    channels: [],
+    providers: [],
+    cliBackends: [],
+    skills: [],
+    hooks: [],
+    origin,
+    rootDir: `/tmp/${id}`,
+    source: `/tmp/${id}/index.ts`,
+    manifestPath: `/tmp/${id}/openclaw.plugin.json`,
+  };
+  return {
+    index: {
+      plugins: [
+        {
+          pluginId: id,
+          ...(origin === "global" ? { installOwner: id } : {}),
+          packageName: `@openclaw/${id}`,
+          origin,
+          enabled: params.enabled,
+          rootDir: `/tmp/${id}`,
+        },
+      ],
+      installRecords: installRecord ? { [id]: installRecord } : {},
+    },
+    byPluginId: new Map([[id, manifest]]),
+    plugins: [manifest],
+    diagnostics: [],
+    normalizePluginId: (pluginId: string) => pluginId,
+  };
+}
+
+export function emptyMetadataSnapshot() {
+  return {
+    index: { plugins: [], installRecords: {} },
+    byPluginId: new Map(),
+    plugins: [],
+    diagnostics: [],
+    normalizePluginId: (pluginId: string) => pluginId,
+  };
+}
+
+export const hostedDiffsEntry = {
+  name: "@openclaw/diffs",
+  version: "2.0.0",
+  description: "Hosted description",
+  openclaw: {
+    plugin: { id: "diffs", label: "Hosted Diffs" },
+    install: { clawhubSpec: "clawhub:@openclaw/diffs", defaultChoice: "clawhub" },
+  },
+};
+
+// Mirrors the ClawHub feed: package identity is remote, while runtime metadata stays local.
+export const hostedFeedDiffsEntry = {
+  id: "@openclaw/diffs",
+  title: "Diffs",
+  state: "available",
+  featured: true,
+  publisher: { id: "openclaw", trust: "official" },
+  install: {
+    candidates: [
+      {
+        sourceRef: "public-clawhub",
+        package: "@openclaw/diffs",
+        version: "2026.6.11",
+        integrity: `sha256:${"a".repeat(64)}`,
+      },
+    ],
+  },
+};
diff --git a/src/plugins/management-service.test.ts b/src/plugins/management-service.test.ts
index 71ea0917fc94..69bdc6bd289d 100644
--- a/src/plugins/management-service.test.ts
+++ b/src/plugins/management-service.test.ts
@@ -1,5 +1,12 @@
 import { expectDefined } from "@openclaw/normalization-core";
 import { beforeEach, describe, expect, it, vi } from "vitest";
+import {
+  configSnapshot,
+  emptyMetadataSnapshot,
+  hostedDiffsEntry,
+  hostedFeedDiffsEntry,
+  metadataSnapshot,
+} from "./management-service.test-helpers.js";
 
 const mocks = vi.hoisted(() => ({
   applyUninstall: vi.fn(),
@@ -107,83 +114,6 @@ const {
   uninstallManagedPlugin,
 } = await import("./management-service.js");
 
-function configSnapshot(config: Record<string, unknown> = {}) {
-  return {
-    snapshot: {
-      valid: true,
-      parsed: {},
-      path: "/tmp/openclaw.json",
-      sourceConfig: config,
-      hash: "base-hash",
-    },
-    writeOptions: {
-      expectedConfigPath: "/tmp/openclaw.json",
-      includeFileHashesForWrite: { "/tmp/plugins.json": "include-hash" },
-      includeFileTargetsForWrite: { "/tmp/plugins.json": "/tmp/plugins.json" },
-    },
-  };
-}
-
-function metadataSnapshot(params: {
-  enabled: boolean;
-  id?: string;
-  name?: string;
-  origin?: "bundled" | "global";
-  installRecord?: Record<string, unknown>;
-  icon?: string;
-}) {
-  const id = params.id ?? "workboard";
-  const origin = params.origin ?? "bundled";
-  const installRecord =
-    params.installRecord ??
-    (origin === "global" ? { source: "path", installPath: `/tmp/${id}` } : undefined);
-  const manifest = {
-    id,
-    name: params.name ?? "Workboard",
-    description: "Coordinate agent work in a shared board.",
-    catalog: { featured: true, order: 10 },
-    ...(params.icon ? { icon: params.icon } : {}),
-    channels: [],
-    providers: [],
-    cliBackends: [],
-    skills: [],
-    hooks: [],
-    origin,
-    rootDir: `/tmp/${id}`,
-    source: `/tmp/${id}/index.ts`,
-    manifestPath: `/tmp/${id}/openclaw.plugin.json`,
-  };
-  return {
-    index: {
-      plugins: [
-        {
-          pluginId: id,
-          ...(origin === "global" ? { installOwner: id } : {}),
-          packageName: `@openclaw/${id}`,
-          origin,
-          enabled: params.enabled,
-          rootDir: `/tmp/${id}`,
-        },
-      ],
-      installRecords: installRecord ? { [id]: installRecord } : {},
-    },
-    byPluginId: new Map([[id, manifest]]),
-    plugins: [manifest],
-    diagnostics: [],
-    normalizePluginId: (pluginId: string) => pluginId,
-  };
-}
-
-function emptyMetadataSnapshot() {
-  return {
-    index: { plugins: [], installRecords: {} },
-    byPluginId: new Map(),
-    plugins: [],
-    diagnostics: [],
-    normalizePluginId: (pluginId: string) => pluginId,
-  };
-}
-
 function mockHostedOfficialCatalog(entries: unknown[]) {
   mocks.officialCatalog.mockResolvedValue({
     source: "hosted",
@@ -209,35 +139,6 @@ function mockClawHubInstall(pluginId: string, packageName: string, targetDir?: s
   });
 }
 
-const hostedDiffsEntry = {
-  name: "@openclaw/diffs",
-  version: "2.0.0",
-  description: "Hosted description",
-  openclaw: {
-    plugin: { id: "diffs", label: "Hosted Diffs" },
-    install: { clawhubSpec: "clawhub:@openclaw/diffs", defaultChoice: "clawhub" },
-  },
-};
-
-// Mirrors the ClawHub feed: package identity is remote, while runtime metadata stays local.
-const hostedFeedDiffsEntry = {
-  id: "@openclaw/diffs",
-  title: "Diffs",
-  state: "available",
-  featured: true,
-  publisher: { id: "openclaw", trust: "official" },
-  install: {
-    candidates: [
-      {
-        sourceRef: "public-clawhub",
-        package: "@openclaw/diffs",
-        version: "2026.6.11",
-        integrity: `sha256:${"a".repeat(64)}`,
-      },
-    ],
-  },
-};
-
 describe("plugin management service", () => {
   beforeEach(() => {
     clearManagedPluginOfficialCatalogCache();
@@ -802,6 +703,68 @@ describe("plugin management service", () => {
     );
   });
 
+  it("approves every install-policy warning in an acknowledged Gateway install", async () => {
+    mocks.readConfig.mockResolvedValue(configSnapshot());
+    mockHostedOfficialCatalog([hostedFeedDiffsEntry]);
+    mocks.clawhubInstall.mockImplementation(async (params: unknown) => {
+      const callback = expectDefined(
+        (
+          params as {
+            onInstallPolicyWarning?: (request: {
+              targetName: string;
+              targetType: "plugin";
+              requestMode: "install";
+              reason: string;
+            }) => Promise<{ status: "approved" | "declined" }>;
+          }
+        ).onInstallPolicyWarning,
+        "install policy acknowledgement callback",
+      );
+      await expect(
+        callback({
+          targetName: "diffs",
+          targetType: "plugin",
+          requestMode: "install",
+          reason: "Review package metadata",
+        }),
+      ).resolves.toEqual({ status: "approved" });
+      await expect(
+        callback({
+          targetName: "diffs",
+          targetType: "plugin",
+          requestMode: "install",
+          reason: "Review installed dependencies",
+        }),
+      ).resolves.toEqual({ status: "approved" });
+      return {
+        ok: true,
+        pluginId: "diffs",
+        targetDir: "/tmp/extensions/diffs",
+        extensions: ["index.js"],
+        packageName: "@openclaw/diffs",
+        clawhub: {
+          source: "clawhub",
+          clawhubUrl: "https://clawhub.ai",
+          clawhubPackage: "@openclaw/diffs",
+          clawhubFamily: "code-plugin",
+        },
+      };
+    });
+    mocks.persistInstall.mockResolvedValue({});
+    mocks.metadata.mockReturnValue(
+      metadataSnapshot({ enabled: true, id: "diffs", name: "Diffs", origin: "global" }),
+    );
+
+    await installManagedPlugin({
+      request: {
+        source: "official",
+        pluginId: "diffs",
+        acknowledgeInstallPolicyWarning: true,
+      },
+      env: {},
+    });
+  });
+
   it("removes only the newly installed managed target after persistence conflicts", async () => {
     const env = { HOME: "/tmp/openclaw-managed-install-conflict-home" };
     const conflict = new Error("config changed during plugin install");
diff --git a/src/plugins/management-service.ts b/src/plugins/management-service.ts
index e7723609aa20..630aa5d9c63a 100644
--- a/src/plugins/management-service.ts
+++ b/src/plugins/management-service.ts
@@ -42,6 +42,7 @@ import {
 } from "./install-persistence.js";
 import { commitPluginInstallRecordsWithConfig } from "./install-record-commit.js";
 import type { InstallSafetyOverrides } from "./install-security-scan.js";
+import type { InstallPolicyWarningDetails } from "./install-security-scan.types.js";
 import type { PluginInstallLogger } from "./install-types.js";
 import {
   installPluginFromNpmPackArchive,
@@ -129,8 +130,9 @@ type ManagedPluginInstallRequest =
       packageName: string;
       version?: string;
       acknowledgeClawHubRisk?: boolean;
+      acknowledgeInstallPolicyWarning?: true;
     }
-  | { source: "official"; pluginId: string };
+  | { source: "official"; pluginId: string; acknowledgeInstallPolicyWarning?: true };
 
 export type ManagedPluginSourceInstallRequest =
   | {
@@ -192,10 +194,24 @@ type ManagedPluginSourceInstallResult =
       npmResolution?: NpmSpecResolution;
       clawhub?: ClawHubPluginInstallRecordFields;
     }
-  | { ok: false; error: string; code?: string; version?: string; warning?: string };
+  | {
+      ok: false;
+      error: string;
+      code?: string;
+      version?: string;
+      warning?: string;
+      installPolicyWarning?: InstallPolicyWarningDetails;
+    };
 
 type SourceInstallerResult =
-  | { ok: false; error: string; code?: string; version?: string; warning?: string }
+  | {
+      ok: false;
+      error: string;
+      code?: string;
+      version?: string;
+      warning?: string;
+      installPolicyWarning?: InstallPolicyWarningDetails;
+    }
   | {
       ok: true;
       pluginId: string;
@@ -209,6 +225,7 @@ export class ManagedPluginLifecycleError extends Error {
   readonly code?: string;
   readonly version?: string;
   readonly warning?: string;
+  readonly installPolicyWarning?: InstallPolicyWarningDetails;
 
   constructor(
     message: string,
@@ -217,6 +234,7 @@ export class ManagedPluginLifecycleError extends Error {
       code?: string;
       version?: string;
       warning?: string;
+      installPolicyWarning?: InstallPolicyWarningDetails;
       cause?: unknown;
     },
   ) {
@@ -226,6 +244,7 @@ export class ManagedPluginLifecycleError extends Error {
     this.code = details?.code;
     this.version = details?.version;
     this.warning = details?.warning;
+    this.installPolicyWarning = details?.installPolicyWarning;
   }
 }
 
@@ -848,6 +867,9 @@ export async function listManagedPlugins(params: {
     }
     const kind = normalizeKinds(entry.kind);
     const install = resolveCatalogInstallAction({ entry, pluginId });
+    const clawhubPackageName = resolveCatalogPackageSourceIdentities(entry).find(
+      (identity) => identity.source === "clawhub",
+    )?.packageName;
     const description = normalizeOptionalString(entry.description);
     const version = normalizeOptionalString(entry.version);
     const featuredAt =
@@ -855,6 +877,7 @@ export async function listManagedPlugins(params: {
     plugins.push({
       id: pluginId,
       name: resolveOfficialExternalPluginLabel(entry),
+      ...(clawhubPackageName ? { packageName: clawhubPackageName } : {}),
       ...(description ? { description } : {}),
       ...(version ? { version } : {}),
       ...(kind ? { kind } : {}),
@@ -993,6 +1016,7 @@ function throwInstallFailure(result: {
   code?: string;
   version?: string;
   warning?: string;
+  installPolicyWarning?: InstallPolicyWarningDetails;
 }): never {
   const unavailable =
     !result.code ||
@@ -1004,6 +1028,7 @@ function throwInstallFailure(result: {
     code: result.code,
     version: result.version,
     warning: result.warning,
+    installPolicyWarning: result.installPolicyWarning,
     cause: result,
   });
 }
@@ -1085,6 +1110,7 @@ function throwPersistenceFailureWithCleanupWarnings(error: unknown, warnings: st
       code: error.code,
       version: error.version,
       warning: [error.warning, cleanupWarning].filter(Boolean).join("\n"),
+      installPolicyWarning: error.installPolicyWarning,
       cause: error,
     });
   }
@@ -1450,6 +1476,13 @@ export async function installManagedPlugin(params: {
       env,
       logger: installLogger,
       persistenceLogger: installLogger,
+      ...(params.request.acknowledgeInstallPolicyWarning
+        ? {
+            safetyOverrides: {
+              onInstallPolicyWarning: async () => ({ status: "approved" as const }),
+            },
+          }
+        : {}),
       cleanupOnPersistenceFailure: true,
       invalidateRuntimeCache: false,
       runtime: createSilentRuntime(),
diff --git a/ui/src/i18n/locales/en.ts b/ui/src/i18n/locales/en.ts
index 2799e11f5f0b..4e9b73f84e54 100644
--- a/ui/src/i18n/locales/en.ts
+++ b/ui/src/i18n/locales/en.ts
@@ -2894,6 +2894,17 @@ export const en: TranslationMap = {
     installNamed: "Install {name}",
     acknowledgeRisk: "Acknowledge risk and install",
     defaultRiskWarning: "Review the ClawHub warning before installing this plugin.",
+    policyReviewTitle: "Security review needed",
+    policyReviewBodyKnown: "Policy warnings: {count}. Not installed.",
+    policyReviewBodyReason: "{reason} Not installed.",
+    policyReviewFindings: "Findings",
+    policyReviewSeverityInfo: "Info",
+    policyReviewSeverityWarn: "Warning",
+    policyReviewSeverityCritical: "Critical",
+    policyReviewTechnicalDetails: "Details",
+    policyReviewScope:
+      "Install anyway approves every install-policy warning encountered during this install. Each warning is checked again before installation continues.",
+    installAnyway: "Install anyway",
     connectToChange: "Connect to the gateway to change plugins.",
     adminRequired: "Browsing only. Plugin changes require operator.admin access.",
     changesDisabled: "Browsing only. This gateway does not allow plugin changes.",
diff --git a/ui/src/lib/plugins/index.ts b/ui/src/lib/plugins/index.ts
index bd70559dd4d8..4539a0f6c406 100644
--- a/ui/src/lib/plugins/index.ts
+++ b/ui/src/lib/plugins/index.ts
@@ -23,6 +23,26 @@ export type PluginInstallRequest = PluginsInstallParams;
 export type PluginMutationResult = PluginsInstallResult | PluginsSetEnabledResult;
 type PluginUninstallResult = PluginsUninstallResult;
 
+export function resolvePluginInstallIdentity(
+  request: PluginInstallRequest,
+  plugins: readonly PluginCatalogItem[],
+  runtimeId?: string,
+): string {
+  if (request.source === "official") {
+    return `plugin:${request.pluginId}`;
+  }
+  const catalogEntry =
+    plugins.find(
+      (plugin) =>
+        plugin.packageName === request.packageName ||
+        (plugin.install?.source === "clawhub" &&
+          plugin.install.packageName === request.packageName),
+    ) ?? (runtimeId ? plugins.find((plugin) => plugin.id === runtimeId) : undefined);
+  return catalogEntry || runtimeId
+    ? `plugin:${catalogEntry?.id ?? runtimeId}`
+    : `clawhub:${request.packageName}`;
+}
+
 export const CLAWHUB_BROWSE_URL = "https://clawhub.ai/plugins";
 
 export function loadPluginCatalog(client: GatewayBrowserClient): Promise<PluginListResult> {
diff --git a/ui/src/pages/plugins/install-policy-warning.test.ts b/ui/src/pages/plugins/install-policy-warning.test.ts
new file mode 100644
index 000000000000..d82192d4b775
--- /dev/null
+++ b/ui/src/pages/plugins/install-policy-warning.test.ts
@@ -0,0 +1,63 @@
+import { describe, expect, it } from "vitest";
+import { GatewayRequestError } from "../../api/gateway.ts";
+import { readPluginInstallPolicyWarning } from "./install-policy-warning.ts";
+
+describe("readPluginInstallPolicyWarning", () => {
+  it("parses structured policy warnings", () => {
+    const error = new GatewayRequestError({
+      code: "INVALID_REQUEST",
+      message: "Install requires approval",
+      details: {
+        installPolicyCode: "install_policy_warning_acknowledgement_required",
+        targetName: " openclaw-kitchen-sink-fixture ",
+        targetType: "plugin",
+        requestMode: "install",
+        reason: " ClawScan found issues to review. ",
+        findings: [
+          {
+            ruleId: "semgrep-finding",
+            severity: "warn",
+            message: "Semgrep found a risky command.",
+            file: "index.ts",
+            line: 12,
+          },
+        ],
+        futureField: true,
+      },
+    });
+
+    expect(readPluginInstallPolicyWarning(error)).toEqual({
+      installPolicyCode: "install_policy_warning_acknowledgement_required",
+      targetName: "openclaw-kitchen-sink-fixture",
+      targetType: "plugin",
+      requestMode: "install",
+      reason: "ClawScan found issues to review.",
+      findings: [
+        {
+          ruleId: "semgrep-finding",
+          severity: "warn",
+          message: "Semgrep found a risky command.",
+          file: "index.ts",
+          line: 12,
+        },
+      ],
+    });
+  });
+
+  it("rejects malformed policy warning details", () => {
+    const error = new GatewayRequestError({
+      code: "INVALID_REQUEST",
+      message: "Install requires approval",
+      details: {
+        installPolicyCode: "install_policy_warning_acknowledgement_required",
+        targetName: "fixture",
+        targetType: "plugin",
+        requestMode: "install",
+        reason: "Review required.",
+        findings: [{ ruleId: "finding", severity: "warn", message: 42 }],
+      },
+    });
+
+    expect(readPluginInstallPolicyWarning(error)).toBeUndefined();
+  });
+});
diff --git a/ui/src/pages/plugins/install-policy-warning.ts b/ui/src/pages/plugins/install-policy-warning.ts
new file mode 100644
index 000000000000..b531b27b884d
--- /dev/null
+++ b/ui/src/pages/plugins/install-policy-warning.ts
@@ -0,0 +1,16 @@
+import {
+  type InstallPolicyWarningErrorDetails,
+  readInstallPolicyWarningErrorDetails,
+} from "../../../../packages/gateway-protocol/src/install-policy-warning-error-details.js";
+import { GatewayRequestError } from "../../api/gateway.ts";
+
+export type PluginInstallPolicyWarningDetails = InstallPolicyWarningErrorDetails;
+
+export function readPluginInstallPolicyWarning(
+  error: unknown,
+): InstallPolicyWarningErrorDetails | undefined {
+  if (!(error instanceof GatewayRequestError)) {
+    return undefined;
+  }
+  return readInstallPolicyWarningErrorDetails(error.details);
+}
diff --git a/ui/src/pages/plugins/plugins-page.test-support.ts b/ui/src/pages/plugins/plugins-page.test-support.ts
index 893742c71be6..78fa7e7f9302 100644
--- a/ui/src/pages/plugins/plugins-page.test-support.ts
+++ b/ui/src/pages/plugins/plugins-page.test-support.ts
@@ -19,6 +19,7 @@ import {
   type ApplicationContextProvider,
 } from "../../test-helpers/application-context.ts";
 import type { PluginsRouteData } from "./plugins-page.ts";
+import type { PluginRowMessage } from "./view.ts";
 import "./plugins-page.ts";
 
 type RequestHandler = (method: string, params: unknown) => Promise<unknown>;
@@ -34,10 +35,12 @@ type TestPluginsPage = HTMLElement & {
   result: PluginListResult | null;
   loading: boolean;
   busy: Record<string, boolean>;
+  messages: Record<string, PluginRowMessage>;
   activeTab: "installed" | "discover";
   searchResults: PluginSearchResult[] | null;
   applyMutationResult: (result: PluginMutationResult) => void;
-  install: (rowKey: string, request: PluginInstallRequest) => Promise<void>;
+  install: (request: PluginInstallRequest, installIdentity: string) => Promise<void>;
+  refreshCatalog: () => Promise<void>;
   updateEnabled: (pluginId: string, enabled: boolean, key?: string) => Promise<void>;
   uninstall: (pluginId: string, rowKey: string) => Promise<void>;
 };
@@ -267,10 +270,12 @@ export async function mountPage(
 
 export function deferred<T>() {
   let resolve!: (value: T) => void;
-  const promise = new Promise<T>((nextResolve) => {
+  let reject!: (reason?: unknown) => void;
+  const promise = new Promise<T>((nextResolve, nextReject) => {
     resolve = nextResolve;
+    reject = nextReject;
   });
-  return { promise, resolve };
+  return { promise, reject, resolve };
 }
 
 export async function clickRowAction(page: TestPluginsPage, pluginSelector: string, label: string) {
diff --git a/ui/src/pages/plugins/plugins-page.test.ts b/ui/src/pages/plugins/plugins-page.test.ts
index 433f0c3830cd..f9c2639c29e7 100644
--- a/ui/src/pages/plugins/plugins-page.test.ts
+++ b/ui/src/pages/plugins/plugins-page.test.ts
@@ -2,12 +2,14 @@
 
 import { expectDefined } from "@openclaw/normalization-core";
 import { afterEach, beforeEach, describe, expect, it, vi } from "vitest";
+import { GatewayRequestError } from "../../api/gateway.ts";
 import type { ApplicationContext } from "../../app/context.ts";
 import { i18n } from "../../i18n/index.ts";
 import { createRuntimeConfigCapability } from "../../lib/config/runtime-config-capability.ts";
 import type {
   PluginInstallRequest,
   PluginListResult,
+  PluginMutationResult,
   PluginSearchResult,
 } from "../../lib/plugins/index.ts";
 import { waitForFast } from "../../test-helpers/wait-for.ts";
@@ -199,6 +201,68 @@ describe("PluginsPage", () => {
     );
   });
 
+  it("owns install-policy reviews by install identity across row aliases", async () => {
+    let installCalls = 0;
+    const { client } = createClient(async (method) => {
+      if (method !== "plugins.install") {
+        throw new Error(`Unexpected method ${method}`);
+      }
+      installCalls += 1;
+      if (installCalls <= 2) {
+        throw new GatewayRequestError({
+          code: "INVALID_REQUEST",
+          message: "install requires review",
+          details: {
+            installPolicyCode: "install_policy_warning_acknowledgement_required",
+            targetName: "@openclaw/lobster",
+            targetType: "plugin",
+            requestMode: "install",
+            reason: `Review this plugin (${installCalls}).`,
+          },
+        });
+      }
+      return {
+        ok: true,
+        plugin: createPlugin({ id: "lobster", name: "Lobster", installed: true }),
+        restartRequired: false,
+      } satisfies PluginMutationResult;
+    });
+    const harness = createGateway(client);
+    const { page } = await mountPage(
+      createContext(harness.gateway),
+      createPluginsRouteData(harness.gateway),
+    );
+    const installIdentity = "plugin:lobster";
+    const catalogRequest = {
+      source: "official",
+      pluginId: "lobster",
+    } satisfies PluginInstallRequest;
+    const searchRequest = {
+      source: "clawhub",
+      packageName: "@openclaw/lobster",
+    } satisfies PluginInstallRequest;
+    page.messages["plugin:workboard"] = { kind: "success", text: "Unrelated message." };
+
+    await page.install(catalogRequest, installIdentity);
+    expect(page.messages[installIdentity]?.installPolicyWarning?.details.reason).toBe(
+      "Review this plugin (1).",
+    );
+
+    await page.install(searchRequest, installIdentity);
+    expect(page.messages[installIdentity]?.installPolicyWarning?.details.reason).toBe(
+      "Review this plugin (2).",
+    );
+
+    await page.install(
+      { ...searchRequest, acknowledgeInstallPolicyWarning: true },
+      installIdentity,
+    );
+
+    expect(page.messages[installIdentity]?.installPolicyWarning).toBeUndefined();
+    expect(page.messages[installIdentity]?.kind).toBe("success");
+    expect(page.messages["plugin:workboard"]?.text).toBe("Unrelated message.");
+  });
+
   it("debounces two-character ClawHub searches and cancels stale input", async () => {
     vi.useFakeTimers();
     const { client, request } = createClient(async (method) => {
@@ -414,10 +478,13 @@ describe("PluginsPage", () => {
       runtimeConfig.patchForm(["pending"], true);
 
       if (action === "install") {
-        await page.install("search:example-plugin", {
-          source: "clawhub",
-          packageName: "example-plugin",
-        } as PluginInstallRequest);
+        await page.install(
+          {
+            source: "clawhub",
+            packageName: "example-plugin",
+          } as PluginInstallRequest,
+          "clawhub:example-plugin",
+        );
       } else if (action === "enable") {
         await page.updateEnabled("workboard", true);
       } else {
diff --git a/ui/src/pages/plugins/plugins-page.ts b/ui/src/pages/plugins/plugins-page.ts
index 353666edd85b..62a76cdbcf6c 100644
--- a/ui/src/pages/plugins/plugins-page.ts
+++ b/ui/src/pages/plugins/plugins-page.ts
@@ -51,6 +51,7 @@ import {
 import { OpenClawLightDomElement } from "../../lit/openclaw-element.ts";
 import { SubscriptionsController } from "../../lit/subscriptions-controller.ts";
 import { fetchPluginIconBlobUrl } from "./icon-loader.ts";
+import { readPluginInstallPolicyWarning } from "./install-policy-warning.ts";
 import { PLUGINS_HUB_PANEL_ID, pluginsHubTabs, type PluginsHubTab } from "./plugins-hub.ts";
 import type { ConnectorSuggestion } from "./presentation.ts";
 import { pluginArtPath } from "./presentation.ts";
@@ -736,6 +737,7 @@ class PluginsPage extends OpenClawLightDomElement {
         text: formatUiError(error),
       });
     },
+    options: { preserveMessageWhilePending?: boolean } = {},
   ): Promise<void> {
     const scope = this.gateway.capture();
     if (!scope || !this.canMutate() || this.busy[rowKey]) {
@@ -746,7 +748,9 @@ class PluginsPage extends OpenClawLightDomElement {
     const isCurrent = () =>
       this.gateway.isCurrent(scope) && this.mutationTokens.get(rowKey) === mutationToken;
     this.setBusy(rowKey, true);
-    this.setMessage(rowKey, null);
+    if (!options.preserveMessageWhilePending) {
+      this.setMessage(rowKey, null);
+    }
     try {
       const mutation = await runPluginConfigMutation(
         this.context.runtimeConfig,
@@ -769,23 +773,32 @@ class PluginsPage extends OpenClawLightDomElement {
     }
   }
 
-  private async install(rowKey: string, request: PluginInstallRequest): Promise<void> {
+  private async install(request: PluginInstallRequest, installIdentity: string): Promise<void> {
     await this.runPluginMutation(
-      rowKey,
+      installIdentity,
       (client) => installPlugin(client, request),
       async (result, refreshError, client) => {
         this.applyMutationResult(result);
         this.setMessage(
-          rowKey,
+          installIdentity,
           committedMutationMessage(mutationSuccessMessage("installed", result), refreshError),
         );
         await this.refreshCatalogAfterMutation(client);
       },
       (error) => {
+        const policyWarning = readPluginInstallPolicyWarning(error);
+        if (policyWarning) {
+          this.setMessage(installIdentity, {
+            kind: "warning",
+            text: policyWarning.reason,
+            installPolicyWarning: { details: policyWarning, request },
+          });
+          return;
+        }
         const trust = readPluginInstallTrustError(error);
         const packageName = request.source === "clawhub" ? request.packageName : null;
         if (packageName && pluginInstallNeedsRiskAcknowledgement(error)) {
-          this.setMessage(rowKey, {
+          this.setMessage(installIdentity, {
             kind: "error",
             text: trust?.warning ?? t("pluginsPage.defaultRiskWarning"),
             acknowledge: {
@@ -795,11 +808,14 @@ class PluginsPage extends OpenClawLightDomElement {
           });
           return;
         }
-        this.setMessage(rowKey, {
+        this.setMessage(installIdentity, {
           kind: "error",
           text: formatUiError(error),
         });
       },
+      {
+        preserveMessageWhilePending: request.acknowledgeInstallPolicyWarning === true,
+      },
     );
   }
 
@@ -1029,7 +1045,8 @@ class PluginsPage extends OpenClawLightDomElement {
           },
           onSetEnabled: (pluginId, enabled, rowKey) =>
             void this.updateEnabled(pluginId, enabled, rowKey),
-          onInstall: (rowKey, request) => void this.install(rowKey, request),
+          onInstall: (request, installIdentity) => void this.install(request, installIdentity),
+          onDismissMessage: (rowKey) => this.setMessage(rowKey, null),
           onRequestUninstall: (rowKey) => this.setPendingRemoval(rowKey, true),
           onCancelUninstall: (rowKey) => this.setPendingRemoval(rowKey, false),
           onUninstall: (pluginId, rowKey) => void this.uninstall(pluginId, rowKey),
diff --git a/ui/src/pages/plugins/plugins.e2e.test.ts b/ui/src/pages/plugins/plugins.e2e.test.ts
index fd9bc2df1b1a..d806e9d3b8c7 100644
--- a/ui/src/pages/plugins/plugins.e2e.test.ts
+++ b/ui/src/pages/plugins/plugins.e2e.test.ts
@@ -74,6 +74,17 @@ const lobsterPlugin = {
   install: { source: "clawhub", packageName: "@openclaw/lobster" },
 } satisfies PluginCatalogItem;
 
+const installedLobsterPlugin = {
+  ...lobsterPlugin,
+  packageName: "@openclaw/lobster",
+  version: "2026.8.10",
+  origin: "global",
+  installed: true,
+  enabled: true,
+  state: "enabled",
+  removable: true,
+} satisfies PluginCatalogItem;
+
 const remoteIconPlugin = {
   id: "remote-icon",
   name: "FireCrawl",
@@ -138,6 +149,22 @@ const calendarSearchResponse = {
   ],
 } satisfies PluginsSearchResult;
 
+const lobsterSearchResponse = {
+  results: [
+    {
+      score: 1,
+      package: {
+        name: "@openclaw/lobster",
+        displayName: "Lobster",
+        family: "code-plugin",
+        channel: "official",
+        isOfficial: true,
+        runtimeId: "lobster",
+      },
+    },
+  ],
+} satisfies PluginsSearchResult;
+
 const uninstallResult = {
   ok: true,
   pluginId: "calendar-plus",
@@ -151,6 +178,37 @@ const installResult = {
   restartRequired: true,
 } satisfies PluginMutationResult;
 
+const installPolicyWarning = {
+  installPolicyCode: "install_policy_warning_acknowledgement_required",
+  targetName: "@openclaw/lobster",
+  targetType: "plugin",
+  requestMode: "install",
+  reason: "ClawScan found issues to review.",
+  findings: [
+    {
+      ruleId: "semgrep-finding",
+      severity: "warn",
+      message: "Semgrep found a risky command.",
+      file: "index.ts",
+      line: 12,
+    },
+  ],
+};
+
+const changedInstallPolicyWarning = {
+  ...installPolicyWarning,
+  reason: "ClawScan returned a changed warning after the fresh check.",
+  findings: [
+    {
+      ruleId: "dependency-finding",
+      severity: "critical",
+      message: "The freshly checked warning changed and requires review.",
+      file: "package-lock.json",
+      line: 24,
+    },
+  ],
+};
+
 const enableWorkboardResult = {
   ok: true,
   plugin: workboardEnabled,
@@ -639,6 +697,153 @@ describeControlUiE2e("Control UI Plugins mocked Gateway E2E", () => {
     }
   });
 
+  it("reviews an install policy warning before sending an acknowledged retry", async () => {
+    const context = await newContext();
+    const page = await context.newPage();
+    const gateway = await installMockGateway(page, {
+      featureMethods: pluginMethods,
+      methodResponses: {
+        ...pluginMethodResponses(),
+        "plugins.search": lobsterSearchResponse,
+      },
+    });
+
+    try {
+      await page.goto(`${server.baseUrl}settings/plugins`);
+      await page.getByRole("tab", { name: /^Discover/u }).click();
+      const row = page.locator('[data-plugin-id="lobster"]');
+      await row.waitFor({ state: "visible" });
+
+      await gateway.deferNext("plugins.install");
+      await row.getByRole("button", { name: "Install Lobster", exact: true }).click();
+      expect(requestParams(await gateway.waitForRequest("plugins.install"))).toEqual({
+        source: "clawhub",
+        packageName: "@openclaw/lobster",
+      });
+      await gateway.rejectDeferred("plugins.install", {
+        code: "INVALID_REQUEST",
+        message: "raw terminal install-policy output",
+        details: installPolicyWarning,
+      });
+
+      const review = row.getByRole("alert");
+      await review.waitFor({ state: "visible" });
+      expect(await review.textContent()).toContain("Security review needed");
+      await review
+        .getByText("ClawScan found issues to review.", { exact: true })
+        .waitFor({ state: "visible" });
+      expect(await review.textContent()).toContain("Policy warnings: 1");
+      expect(await review.textContent()).toContain("Not installed");
+      expect(await review.textContent()).toContain(
+        "Install anyway approves every install-policy warning encountered during this install",
+      );
+      expect(await review.textContent()).toContain("Warning");
+      expect(await review.textContent()).toContain("Semgrep found a risky command.");
+      expect(await review.textContent()).not.toContain("raw terminal install-policy output");
+      await page.getByRole("searchbox", { name: "Search plugins" }).fill("lobster");
+      await gateway.waitForRequest("plugins.search");
+      const searchRow = page.locator('[data-package-name="@openclaw/lobster"]');
+      const searchReview = searchRow.getByRole("alert");
+      await searchReview.waitFor({ state: "visible" });
+      expect(
+        await searchRow.getByRole("button", { name: "Install Lobster", exact: true }).count(),
+      ).toBe(0);
+      await captureScreenshot(page, "09-policy-review-desktop.png");
+
+      await page.setViewportSize(mobileViewport);
+      await expect
+        .poll(() =>
+          page.evaluate(
+            () =>
+              Math.max(document.documentElement.scrollWidth, document.body.scrollWidth) -
+              window.innerWidth,
+          ),
+        )
+        .toBeLessThanOrEqual(1);
+      await review.waitFor({ state: "visible" });
+      await captureScreenshot(page, "09-policy-review-mobile.png");
+
+      const installCountBeforeCancel = (await gateway.getRequests("plugins.install")).length;
+      await searchReview.getByRole("button", { name: "Cancel", exact: true }).click();
+      await review.waitFor({ state: "detached" });
+      await searchReview.waitFor({ state: "detached" });
+      expect((await gateway.getRequests("plugins.install")).length).toBe(installCountBeforeCancel);
+      await page.setViewportSize(desktopViewport);
+
+      const installCountBeforeSecondAttempt = (await gateway.getRequests("plugins.install")).length;
+      await gateway.deferNext("plugins.install");
+      await row.getByRole("button", { name: "Install Lobster", exact: true }).click();
+      await waitForNextRequest(gateway, "plugins.install", installCountBeforeSecondAttempt);
+      await gateway.rejectDeferred("plugins.install", {
+        code: "INVALID_REQUEST",
+        message: "raw terminal install-policy output",
+        details: installPolicyWarning,
+      });
+      await review.waitFor({ state: "visible" });
+
+      const installCountBeforeRetry = (await gateway.getRequests("plugins.install")).length;
+      await gateway.deferNext("plugins.install");
+      await searchReview.getByRole("button", { name: "Install anyway", exact: true }).click();
+      const retry = await waitForNextRequest(gateway, "plugins.install", installCountBeforeRetry);
+      expect(requestParams(retry)).toEqual({
+        source: "clawhub",
+        packageName: "@openclaw/lobster",
+        acknowledgeInstallPolicyWarning: true,
+      });
+      const pendingRetry = review.getByRole("button", { name: "Installing…", exact: true });
+      await pendingRetry.waitFor({ state: "visible" });
+      expect(await pendingRetry.isDisabled()).toBe(true);
+      expect(await review.textContent()).toContain("Semgrep found a risky command.");
+      await gateway.rejectDeferred("plugins.install", {
+        code: "INVALID_REQUEST",
+        message: "raw dependency policy output",
+        details: changedInstallPolicyWarning,
+      });
+
+      await review.waitFor({ state: "visible" });
+      expect(await review.textContent()).toContain("Critical");
+      expect(await review.textContent()).toContain(
+        "The freshly checked warning changed and requires review.",
+      );
+      expect(await review.textContent()).not.toContain("raw dependency policy output");
+      await captureScreenshot(page, "10-dependency-policy-review-desktop.png");
+
+      const installCountBeforeSecondRetry = (await gateway.getRequests("plugins.install")).length;
+      await gateway.deferNext("plugins.install");
+      await review.getByRole("button", { name: "Install anyway", exact: true }).click();
+      const secondRetry = await waitForNextRequest(
+        gateway,
+        "plugins.install",
+        installCountBeforeSecondRetry,
+      );
+      expect(requestParams(secondRetry)).toEqual({
+        source: "clawhub",
+        packageName: "@openclaw/lobster",
+        acknowledgeInstallPolicyWarning: true,
+      });
+
+      await gateway.setMethodResponse(
+        "plugins.list",
+        inventory([workboardDisabled, installedLobsterPlugin, remoteIconPlugin]),
+      );
+      await gateway.resolveDeferred("plugins.install", {
+        ok: true,
+        plugin: installedLobsterPlugin,
+        restartRequired: true,
+      } satisfies PluginMutationResult);
+      await page
+        .locator('[data-plugin-id="lobster"][data-plugin-status="enabled"]')
+        .waitFor({ state: "visible" });
+      await review.waitFor({ state: "detached" });
+      await searchReview.waitFor({ state: "detached" });
+      expect(await page.getByRole("button", { name: "Install anyway", exact: true }).count()).toBe(
+        0,
+      );
+    } finally {
+      await context.close();
+    }
+  });
+
   it("keeps plugin mutations unavailable to read-only operators while browse and search work", async () => {
     const context = await newContext();
     const page = await context.newPage();
diff --git a/ui/src/pages/plugins/view.test.ts b/ui/src/pages/plugins/view.test.ts
index 13c1a3d6fce0..47d45d43929f 100644
--- a/ui/src/pages/plugins/view.test.ts
+++ b/ui/src/pages/plugins/view.test.ts
@@ -65,6 +65,7 @@ function createProps(overrides: Partial<PluginsViewProps> = {}): PluginsViewProp
     onShowDetails: () => undefined,
     onSetEnabled: () => undefined,
     onInstall: () => undefined,
+    onDismissMessage: () => undefined,
     onRequestUninstall: () => undefined,
     onCancelUninstall: () => undefined,
     onUninstall: () => undefined,
@@ -438,10 +439,13 @@ describe("renderPlugins", () => {
     container
       .querySelector<HTMLButtonElement>('[data-plugin-id="tavily"] .plugins-install')
       ?.click();
-    expect(onInstall).toHaveBeenCalledWith(pluginRowKey("tavily"), {
-      source: "official",
-      pluginId: "tavily",
-    });
+    expect(onInstall).toHaveBeenCalledWith(
+      {
+        source: "official",
+        pluginId: "tavily",
+      },
+      pluginRowKey("tavily"),
+    );
   });
 
   it("renders featured plugins newest-featured first", () => {
@@ -575,10 +579,13 @@ describe("renderPlugins", () => {
     expect(normalizedText(result)).toContain("149.3K");
     expect(normalizedText(result)).toContain("Code plugin");
     result?.querySelector<HTMLButtonElement>('[aria-label="Install Calendar Plus"]')?.click();
-    expect(onInstall).toHaveBeenCalledWith(clawHubKey("@openclaw/calendar-plus"), {
-      source: "clawhub",
-      packageName: "@openclaw/calendar-plus",
-    });
+    expect(onInstall).toHaveBeenCalledWith(
+      {
+        source: "clawhub",
+        packageName: "@openclaw/calendar-plus",
+      },
+      clawHubKey("@openclaw/calendar-plus"),
+    );
   });
 
   it("keeps discovery available while disabling all read-only mutations", () => {
@@ -651,12 +658,277 @@ describe("renderPlugins", () => {
     expect(row?.getAttribute("aria-busy")).toBe("false");
     expect(row?.querySelector('[role="alert"]')?.textContent).toContain("Review required.");
     row?.querySelector<HTMLButtonElement>(".plugins-row-message button")?.click();
-    expect(onInstall).toHaveBeenCalledWith(key, {
-      source: "clawhub",
-      packageName,
-      version: "2.0.0",
-      acknowledgeClawHubRisk: true,
+    expect(onInstall).toHaveBeenCalledWith(
+      {
+        source: "clawhub",
+        packageName,
+        version: "2.0.0",
+        acknowledgeClawHubRisk: true,
+      },
+      key,
+    );
+  });
+
+  it("renders install policy findings with cancel and acknowledged retry actions", () => {
+    const plugin = createPlugin({
+      id: "kitchen-sink",
+      name: "OpenClaw Kitchen Sink",
+      installed: false,
+      enabled: false,
+      state: "disabled",
+      install: { source: "official", pluginId: "kitchen-sink" },
     });
+    const key = pluginRowKey(plugin.id);
+    const onInstall = vi.fn();
+    const onDismissMessage = vi.fn();
+    const onShowDetails = vi.fn();
+    const request = { source: "official" as const, pluginId: "kitchen-sink" };
+    const container = mount(
+      createProps({
+        activeTab: "discover",
+        result: createResult([plugin]),
+        messages: {
+          [key]: {
+            kind: "warning",
+            text: "ClawScan found issues to review.",
+            installPolicyWarning: {
+              request,
+              details: {
+                installPolicyCode: "install_policy_warning_acknowledgement_required",
+                targetName: "openclaw-kitchen-sink-fixture",
+                targetType: "plugin",
+                requestMode: "install",
+                reason: "ClawScan found issues to review.",
+                findings: [
+                  {
+                    ruleId: "informational-finding",
+                    severity: "info",
+                    message: "The package declares a network integration.",
+                  },
+                  {
+                    ruleId: "semgrep-finding",
+                    severity: "warn",
+                    message: "Semgrep found a risky command.",
+                    file: "index.ts",
+                    line: 12,
+                  },
+                  {
+                    ruleId: "critical-finding",
+                    severity: "critical",
+                    message: "The package executes an untrusted binary.",
+                  },
+                ],
+              },
+            },
+          },
+        },
+        onInstall,
+        onDismissMessage,
+        onShowDetails,
+      }),
+    );
+
+    const row = expectDefined(
+      container.querySelector<HTMLElement>('[data-plugin-id="kitchen-sink"]'),
+      "kitchen sink plugin row",
+    );
+    const alert = expectDefined(row.querySelector('[role="alert"]'), "install policy warning");
+    expect(normalizedText(alert)).toContain("Security review needed");
+    expect(normalizedText(alert)).toContain("Policy warnings: 3");
+    expect(normalizedText(alert)).toContain("Not installed");
+    expect(normalizedText(alert)).toContain(
+      "Install anyway approves every install-policy warning encountered during this install",
+    );
+    expect(normalizedText(alert)).toContain("Findings");
+    expect(normalizedText(alert)).toContain("Info The package declares a network integration.");
+    expect(normalizedText(alert)).toContain("Warning Semgrep found a risky command.");
+    expect(normalizedText(alert)).toContain("Critical The package executes an untrusted binary.");
+    expect(normalizedText(alert)).toContain("Semgrep found a risky command.");
+    expect(normalizedText(alert.querySelector(".plugins-policy-review__reason"))).toBe(
+      "ClawScan found issues to review.",
+    );
+    const technicalDetails = expectDefined(
+      alert.querySelector<HTMLDetailsElement>(".plugins-policy-review__details"),
+      "install policy scan details",
+    );
+    expect(technicalDetails.open).toBe(false);
+    expect(normalizedText(technicalDetails.querySelector("summary"))).toBe("Details");
+    expect(
+      technicalDetails?.querySelector(".plugins-policy-review__details-chevron svg"),
+    ).not.toBeNull();
+    expect(normalizedText(technicalDetails)).not.toContain("ClawScan found issues to review.");
+    expect(normalizedText(technicalDetails)).toContain("semgrep-finding");
+    expect(normalizedText(technicalDetails)).toContain("index.ts:12");
+    technicalDetails.querySelector("summary")?.click();
+    expect(technicalDetails.open).toBe(true);
+    expect(onShowDetails).not.toHaveBeenCalled();
+    technicalDetails.querySelector<HTMLElement>(".plugins-policy-review__details-body")?.click();
+    expect(onShowDetails).not.toHaveBeenCalled();
+
+    actionButton(alert, "Cancel")?.click();
+    expect(onDismissMessage).toHaveBeenCalledWith(key);
+
+    actionButton(alert, "Install anyway")?.click();
+    expect(onInstall).toHaveBeenCalledWith(
+      {
+        ...request,
+        acknowledgeInstallPolicyWarning: true,
+      },
+      key,
+    );
+  });
+
+  it("shares one install-policy review across catalog, search, and detail aliases", () => {
+    const plugin = createPlugin({
+      id: "lobster",
+      name: "Lobster",
+      packageName: "@openclaw/lobster",
+      installed: false,
+      enabled: false,
+      state: "disabled",
+      install: { source: "official", pluginId: "lobster" },
+    });
+    const identity = pluginRowKey(plugin.id);
+    const request = { source: "official", pluginId: "lobster" } as const;
+    const onInstall = vi.fn();
+    const onDismissMessage = vi.fn();
+    const container = mount(
+      createProps({
+        activeTab: "discover",
+        query: "lobster",
+        result: createResult([plugin]),
+        detailPluginId: plugin.id,
+        searchResults: [
+          {
+            score: 1,
+            package: {
+              name: "@openclaw/lobster",
+              displayName: "Lobster",
+              family: "code-plugin",
+              channel: "official",
+              isOfficial: true,
+              runtimeId: "lobster",
+            },
+          },
+        ],
+        messages: {
+          [identity]: {
+            kind: "warning",
+            text: "Review this plugin.",
+            installPolicyWarning: {
+              request,
+              details: {
+                installPolicyCode: "install_policy_warning_acknowledgement_required",
+                targetName: "@openclaw/lobster",
+                targetType: "plugin",
+                requestMode: "install",
+                reason: "Review this plugin.",
+              },
+            },
+          },
+        },
+        onInstall,
+        onDismissMessage,
+      }),
+    );
+
+    const catalogRow = expectDefined(
+      container.querySelector<HTMLElement>('[data-plugin-id="lobster"]'),
+      "catalog row",
+    );
+    const searchRow = expectDefined(
+      container.querySelector<HTMLElement>('[data-package-name="@openclaw/lobster"]'),
+      "search row",
+    );
+    const detail = expectDefined(
+      container.querySelector<HTMLElement>('[data-detail-plugin-id="lobster"]'),
+      "detail",
+    );
+    for (const surface of [catalogRow, searchRow, detail]) {
+      expect(normalizedText(surface.querySelector('[role="alert"]'))).toContain(
+        "Review this plugin.",
+      );
+      expect(actionButton(surface, "Install Lobster")).toBeNull();
+    }
+
+    actionButton(searchRow, "Install anyway")?.click();
+    expect(onInstall).toHaveBeenCalledWith(
+      { ...request, acknowledgeInstallPolicyWarning: true },
+      identity,
+    );
+    actionButton(detail, "Cancel")?.click();
+    expect(onDismissMessage).toHaveBeenCalledWith(identity);
+  });
+
+  it("preserves a search-only runtime identity when installing", () => {
+    const onInstall = vi.fn();
+    const container = mount(
+      createProps({
+        activeTab: "discover",
+        query: "lobster",
+        result: createResult([]),
+        searchResults: [
+          {
+            score: 1,
+            package: {
+              name: "@openclaw/lobster",
+              displayName: "Lobster",
+              family: "code-plugin",
+              channel: "official",
+              isOfficial: true,
+              runtimeId: "lobster",
+            },
+          },
+        ],
+        onInstall,
+      }),
+    );
+
+    actionButton(container, "Install Lobster")?.click();
+    expect(onInstall).toHaveBeenCalledWith(
+      { source: "clawhub", packageName: "@openclaw/lobster" },
+      "plugin:lobster",
+    );
+  });
+
+  it("keeps the not-installed outcome visible for reason-only policy warnings", () => {
+    const plugin = createPlugin({
+      id: "reason-only",
+      name: "Reason Only",
+      installed: false,
+      enabled: false,
+      state: "disabled",
+      install: { source: "official", pluginId: "reason-only" },
+    });
+    const key = pluginRowKey(plugin.id);
+    const container = mount(
+      createProps({
+        activeTab: "discover",
+        result: createResult([plugin]),
+        messages: {
+          [key]: {
+            kind: "warning",
+            text: "Review this package source.",
+            installPolicyWarning: {
+              request: { source: "official", pluginId: "reason-only" },
+              details: {
+                installPolicyCode: "install_policy_warning_acknowledgement_required",
+                targetName: "reason-only",
+                targetType: "plugin",
+                requestMode: "install",
+                reason: "Review this package source.",
+              },
+            },
+          },
+        },
+      }),
+    );
+
+    const alert = expectDefined(
+      container.querySelector('[data-plugin-id="reason-only"] [role="alert"]'),
+      "reason-only install policy warning",
+    );
+    expect(normalizedText(alert)).toContain("Review this package source. Not installed.");
   });
 
   it("correlates installed ClawHub packages without a search runtime id", () => {
diff --git a/ui/src/pages/plugins/view.ts b/ui/src/pages/plugins/view.ts
index 179ac4b26b8a..485f6f11d4e9 100644
--- a/ui/src/pages/plugins/view.ts
+++ b/ui/src/pages/plugins/view.ts
@@ -23,11 +23,13 @@ import { EXTERNAL_LINK_TARGET, buildExternalLinkRel } from "../../lib/external-l
 import "../../styles/plugins.css";
 import {
   CLAWHUB_BROWSE_URL,
+  resolvePluginInstallIdentity,
   type PluginCatalogItem,
   type PluginInstallRequest,
   type PluginListResult,
   type PluginSearchResult,
 } from "../../lib/plugins/index.ts";
+import type { PluginInstallPolicyWarningDetails } from "./install-policy-warning.ts";
 import {
   CONNECTOR_GROUP_ORDER,
   CONNECTOR_SUGGESTIONS,
@@ -45,11 +47,32 @@ export type PluginsTab = "installed" | "discover";
 export type InstalledFilter = "all" | "enabled" | "disabled" | "issues";
 
 export type PluginRowMessage = {
-  kind: "success" | "error";
+  kind: "success" | "error" | "warning";
   text: string;
   acknowledge?: { packageName: string; version?: string };
+  installPolicyWarning?: {
+    details: PluginInstallPolicyWarningDetails;
+    request: PluginInstallRequest;
+  };
 };
 
+type PluginInstallPolicyFinding = NonNullable<
+  PluginInstallPolicyWarningDetails["findings"]
+>[number];
+
+function policyFindingSeverityLabel(severity: PluginInstallPolicyFinding["severity"]): string {
+  switch (severity) {
+    case "info":
+      return t("pluginsPage.policyReviewSeverityInfo");
+    case "warn":
+      return t("pluginsPage.policyReviewSeverityWarn");
+    case "critical":
+      return t("pluginsPage.policyReviewSeverityCritical");
+  }
+  const unreachableSeverity: never = severity;
+  return unreachableSeverity;
+}
+
 type PluginsViewProps = {
   connected: boolean;
   loading: boolean;
@@ -80,7 +103,8 @@ type PluginsViewProps = {
   onIconError: (pluginId: string) => void;
   onShowDetails: (pluginId: string | null) => void;
   onSetEnabled: (pluginId: string, enabled: boolean, rowKey: string) => void;
-  onInstall: (rowKey: string, request: PluginInstallRequest) => void;
+  onInstall: (request: PluginInstallRequest, installIdentity: string) => void;
+  onDismissMessage: (rowKey: string) => void;
   onRequestUninstall: (rowKey: string) => void;
   onCancelUninstall: (rowKey: string) => void;
   onUninstall: (pluginId: string, rowKey: string) => void;
@@ -132,6 +156,18 @@ function clawHubRowKey(packageName: string): string {
   return `clawhub:${packageName}`;
 }
 
+function resolveInstallIdentity(
+  props: PluginsViewProps,
+  request: PluginInstallRequest,
+  runtimeId?: string,
+): string {
+  return resolvePluginInstallIdentity(request, props.result?.plugins ?? [], runtimeId);
+}
+
+function installOperationBusy(props: PluginsViewProps, identity: string | undefined): boolean {
+  return identity ? Boolean(props.busy[identity]) : false;
+}
+
 export function connectorRowKey(connectorId: string): string {
   return `connector:${connectorId}`;
 }
@@ -355,6 +391,16 @@ function originLabel(origin: string): string {
   }
 }
 
+function requestInstall(
+  props: PluginsViewProps,
+  request: PluginInstallRequest,
+  installIdentity?: string,
+) {
+  if (installIdentity) {
+    props.onInstall(request, installIdentity);
+  }
+}
+
 /** Dot-separated plain-text meta line under a row description. */
 function renderMetaLine(parts: ReadonlyArray<TemplateResult | string | typeof nothing>) {
   const visible = parts.filter((part) => part !== nothing && part !== "");
@@ -374,15 +420,127 @@ function renderRowMessage(
   message: PluginRowMessage | undefined,
   busy: boolean,
   props: PluginsViewProps,
+  installIdentity?: string,
 ) {
-  if (!message) {
+  const messageKey = message ? key : (installIdentity ?? key);
+  const resolvedMessage =
+    message ?? (installIdentity ? props.messages[installIdentity] : undefined);
+  if (!resolvedMessage) {
     return nothing;
   }
-  const role = message.kind === "error" ? "alert" : "status";
+  if (resolvedMessage.installPolicyWarning) {
+    const { details, request } = resolvedMessage.installPolicyWarning;
+    const findings = details.findings ?? [];
+    const reviewBody =
+      findings.length === 0
+        ? t("pluginsPage.policyReviewBodyReason", { reason: details.reason })
+        : t("pluginsPage.policyReviewBodyKnown", { count: String(findings.length) });
+    return html`
+      <div
+        class="plugins-row-message plugins-row-message--warning plugins-policy-review"
+        role="alert"
+      >
+        <div class="plugins-policy-review__header">
+          <span class="plugins-policy-review__icon" aria-hidden="true">
+            ${icons.alertTriangle}
+          </span>
+          <div>
+            <strong>${t("pluginsPage.policyReviewTitle")}</strong>
+            ${findings.length > 0
+              ? html`<span class="plugins-policy-review__reason">${details.reason}</span>`
+              : nothing}
+            <span>${reviewBody}</span>
+          </div>
+        </div>
+        ${findings.length > 0
+          ? html`
+              <section class="plugins-policy-review__findings-panel">
+                <strong class="plugins-policy-review__findings-heading"
+                  >${t("pluginsPage.policyReviewFindings")}</strong
+                >
+                <ul class="plugins-policy-review__findings">
+                  ${findings.map(
+                    (finding) => html`
+                      <li>
+                        <span class="plugins-policy-review__finding-content">
+                          <span
+                            class="plugins-policy-review__severity plugins-policy-review__severity--${finding.severity}"
+                            >${policyFindingSeverityLabel(finding.severity)}</span
+                          >
+                          <span>${finding.message}</span>
+                        </span>
+                      </li>
+                    `,
+                  )}
+                </ul>
+              </section>
+            `
+          : nothing}
+        ${findings.length > 0
+          ? html`
+              <details class="plugins-policy-review__details">
+                <summary>
+                  <span class="plugins-policy-review__details-chevron" aria-hidden="true"
+                    >${icons.chevronRight}</span
+                  >
+                  <span>${t("pluginsPage.policyReviewTechnicalDetails")}</span>
+                </summary>
+                <div class="plugins-policy-review__details-body">
+                  <ul>
+                    ${findings.map(
+                      (finding) => html`
+                        <li>
+                          <code>${finding.ruleId}</code>
+                          ${finding.file
+                            ? html`<code
+                                >${finding.file}${finding.line ? `:${finding.line}` : ""}</code
+                              >`
+                            : nothing}
+                          ${finding.evidence ? html`<span>${finding.evidence}</span>` : nothing}
+                        </li>
+                      `,
+                    )}
+                  </ul>
+                </div>
+              </details>
+            `
+          : nothing}
+        <p class="plugins-policy-review__scope">${t("pluginsPage.policyReviewScope")}</p>
+        <div class="plugins-policy-review__actions">
+          <button
+            type="button"
+            class="btn btn--sm"
+            ?disabled=${busy}
+            @click=${() => props.onDismissMessage(messageKey)}
+          >
+            ${t("pluginsPage.cancel")}
+          </button>
+          <button
+            type="button"
+            class="btn btn--sm danger"
+            title=${props.mutationBlockedReason ?? ""}
+            ?disabled=${busy || !props.canMutate}
+            @click=${() =>
+              requestInstall(
+                props,
+                {
+                  ...request,
+                  acknowledgeInstallPolicyWarning: true,
+                },
+                installIdentity,
+              )}
+          >
+            ${busy ? t("pluginsPage.installing") : t("pluginsPage.installAnyway")}
+          </button>
+        </div>
+      </div>
+    `;
+  }
+  const role = resolvedMessage.kind === "error" ? "alert" : "status";
   return html`
-    <div class="plugins-row-message plugins-row-message--${message.kind}" role=${role}>
-      <span>${message.text}</span>
-      ${message.acknowledge
+    <div class="plugins-row-message plugins-row-message--${resolvedMessage.kind}" role=${role}>
+      <span>${resolvedMessage.text}</span>
+      ${resolvedMessage.acknowledge
         ? html`
             <button
               type="button"
@@ -390,12 +548,18 @@ function renderRowMessage(
               title=${props.mutationBlockedReason ?? ""}
               ?disabled=${busy || !props.canMutate}
               @click=${() =>
-                props.onInstall(key, {
-                  source: "clawhub",
-                  packageName: message.acknowledge?.packageName ?? "",
-                  ...(message.acknowledge?.version ? { version: message.acknowledge.version } : {}),
-                  acknowledgeClawHubRisk: true,
-                })}
+                requestInstall(
+                  props,
+                  {
+                    source: "clawhub",
+                    packageName: resolvedMessage.acknowledge?.packageName ?? "",
+                    ...(resolvedMessage.acknowledge?.version
+                      ? { version: resolvedMessage.acknowledge.version }
+                      : {}),
+                    acknowledgeClawHubRisk: true,
+                  },
+                  installIdentity,
+                )}
             >
               ${busy ? t("pluginsPage.installing") : t("pluginsPage.acknowledgeRisk")}
             </button>
@@ -408,7 +572,9 @@ function renderRowMessage(
 /** Ignore activations bubbling from interactive children so rows stay clickable. */
 function fromInteractiveChild(event: Event): boolean {
   return Boolean(
-    (event.target as HTMLElement | null)?.closest("button, a, input, label, form, [role='menu']"),
+    (event.target as HTMLElement | null)?.closest(
+      "button, a, input, label, form, summary, .plugins-policy-review, [role='menu']",
+    ),
   );
 }
 
@@ -464,10 +630,14 @@ function renderRemoveButton(
 function renderInstallButton(
   props: PluginsViewProps,
   busy: boolean,
-  key: string,
   name: string,
   request: PluginInstallRequest,
+  installIdentity: string,
 ) {
+  const installMessage = props.messages[installIdentity];
+  if (installMessage?.installPolicyWarning || installMessage?.acknowledge) {
+    return nothing;
+  }
   return html`
     <button
       type="button"
@@ -477,7 +647,7 @@ function renderInstallButton(
       ?disabled=${!props.canMutate || busy}
       @click=${(event: Event) => {
         event.stopPropagation();
-        props.onInstall(key, request);
+        props.onInstall(request, installIdentity);
       }}
     >
       ${busy ? t("pluginsPage.installing") : t("pluginsPage.install")}
@@ -536,7 +706,13 @@ function renderCatalogActions(
   if (!plugin.installed) {
     const install = plugin.install;
     return install
-      ? renderInstallButton(props, busy, rowKey, plugin.name, install)
+      ? renderInstallButton(
+          props,
+          busy,
+          plugin.name,
+          install,
+          resolveInstallIdentity(props, install),
+        )
       : html`<span class="plugins-action-note">${t("pluginsPage.unavailable")}</span>`;
   }
   return html`
@@ -606,7 +782,10 @@ function renderPluginRow(
   includePackageName = false,
 ): TemplateResult {
   const key = pluginRowKey(plugin.id);
-  const busy = props.busy[key] ?? false;
+  const installIdentity = plugin.install
+    ? resolveInstallIdentity(props, plugin.install)
+    : undefined;
+  const busy = props.busy[key] || installOperationBusy(props, installIdentity);
   return html`
     <article
       class="settings-row plugins-item plugins-item--clickable"
@@ -655,7 +834,7 @@ function renderPluginRow(
             ${plugin.error}
           </div>`
         : nothing}
-      ${renderRowMessage(key, props.messages[key], busy, props)}
+      ${renderRowMessage(key, props.messages[key], busy, props, installIdentity)}
     </article>
   `;
 }
@@ -785,7 +964,7 @@ function renderConnectorRow(
   props: PluginsViewProps,
 ): TemplateResult {
   const key = connectorRowKey(connector.id);
-  const busy = props.busy[key] ?? false;
+  const busy = Boolean(props.busy[key]);
   const isMcp = connector.action.kind === "mcp";
   const installed =
     isMcp &&
@@ -872,7 +1051,9 @@ function renderClawHubResult(item: PluginSearchResult, props: PluginsViewProps):
   const pkg = item.package;
   const installed = findInstalledSearchPlugin(item, props.result?.plugins ?? []);
   const key = clawHubRowKey(pkg.name);
-  const busy = props.busy[key] ?? false;
+  const installRequest = { source: "clawhub", packageName: pkg.name } as const;
+  const installIdentity = resolveInstallIdentity(props, installRequest, pkg.runtimeId);
+  const busy = props.busy[key] || installOperationBusy(props, installIdentity);
   const artSlug = pkg.runtimeId ?? pkg.name;
   return html`
     <article
@@ -917,12 +1098,9 @@ function renderClawHubResult(item: PluginSearchResult, props: PluginsViewProps):
       <div class="settings-row__control">
         ${installed
           ? html`${rowStateStatus(installed)}${renderCatalogActions(installed, props, busy, key)}`
-          : renderInstallButton(props, busy, key, pkg.displayName, {
-              source: "clawhub",
-              packageName: pkg.name,
-            })}
+          : renderInstallButton(props, busy, pkg.displayName, installRequest, installIdentity)}
       </div>
-      ${renderRowMessage(key, props.messages[key], busy, props)}
+      ${renderRowMessage(key, props.messages[key], busy, props, installIdentity)}
     </article>
   `;
 }
@@ -1045,7 +1223,10 @@ function renderDetailOverlay(props: PluginsViewProps) {
     return nothing;
   }
   const key = pluginRowKey(plugin.id);
-  const busy = props.busy[key] ?? false;
+  const installIdentity = plugin.install
+    ? resolveInstallIdentity(props, plugin.install)
+    : undefined;
+  const busy = props.busy[key] || installOperationBusy(props, installIdentity);
   return html`
     <openclaw-modal-dialog
       label=${plugin.name}
@@ -1100,7 +1281,13 @@ function renderDetailOverlay(props: PluginsViewProps) {
                         </button>
                       `
                     : plugin.install
-                      ? renderInstallButton(props, busy, key, plugin.name, plugin.install)
+                      ? renderInstallButton(
+                          props,
+                          busy,
+                          plugin.name,
+                          plugin.install,
+                          resolveInstallIdentity(props, plugin.install),
+                        )
                       : nothing}
                   ${plugin.removable
                     ? html`
@@ -1123,7 +1310,7 @@ function renderDetailOverlay(props: PluginsViewProps) {
                 ${plugin.error}
               </div>`
             : nothing}
-          ${renderRowMessage(key, props.messages[key], busy, props)}
+          ${renderRowMessage(key, props.messages[key], busy, props, installIdentity)}
           <div class="plugins-detail__meta">
             ${plugin.origin
               ? detailMetaRow(t("pluginsPage.detailOrigin"), originLabel(plugin.origin))
diff --git a/ui/src/styles/plugins.css b/ui/src/styles/plugins.css
index 29a4b8a8816d..f00e9e878d6d 100644
--- a/ui/src/styles/plugins.css
+++ b/ui/src/styles/plugins.css
@@ -462,6 +462,223 @@ h3.plugins-subheader {
   color: var(--danger);
 }
 
+.plugins-row-message--warning {
+  --plugins-policy-review-indent: calc(24px + var(--space-3));
+
+  align-items: stretch;
+  flex-direction: column;
+  gap: var(--space-2);
+  padding: var(--space-3) 0 0;
+  border-top: 1px solid color-mix(in srgb, var(--warn) 28%, var(--border));
+  border-radius: 0;
+  background: transparent;
+  color: var(--text);
+  font-size: var(--control-ui-text-sm);
+  white-space: normal;
+}
+
+.plugins-policy-review__header {
+  display: grid;
+  grid-template-columns: 24px minmax(0, 1fr);
+  align-items: start;
+  gap: var(--space-3);
+}
+
+.plugins-policy-review__header > div {
+  display: grid;
+  gap: 1px;
+}
+
+.plugins-policy-review__icon {
+  display: inline-flex;
+  width: 24px;
+  height: 24px;
+  align-items: center;
+  justify-content: center;
+  color: var(--warn);
+}
+
+.plugins-policy-review__icon svg {
+  width: 18px;
+  height: 18px;
+}
+
+.plugins-policy-review__header strong {
+  color: var(--text-strong);
+  font-size: var(--control-ui-text-md);
+  line-height: 1.3;
+}
+
+.plugins-policy-review__header span {
+  color: var(--muted);
+}
+
+.plugins-policy-review__findings-panel {
+  display: grid;
+  gap: var(--space-1);
+  margin-left: var(--plugins-policy-review-indent);
+}
+
+.plugins-policy-review__findings-heading {
+  color: var(--text-strong);
+  font-weight: 600;
+}
+
+.plugins-policy-review__findings {
+  display: grid;
+  margin: 0;
+  padding: 0;
+  list-style: none;
+}
+
+.plugins-policy-review__findings li {
+  display: grid;
+  grid-template-columns: 18px minmax(0, 1fr);
+  align-items: start;
+  gap: var(--space-2);
+  padding: 0;
+  color: var(--text);
+}
+
+.plugins-policy-review__findings li::before {
+  width: 7px;
+  height: 7px;
+  margin-top: 6px;
+  border-radius: var(--radius-full);
+  background: var(--warn);
+  content: "";
+  justify-self: center;
+}
+
+.plugins-policy-review__findings li + li {
+  margin-top: var(--space-2);
+}
+
+.plugins-policy-review__finding-content {
+  display: flex;
+  min-width: 0;
+  flex-wrap: wrap;
+  align-items: baseline;
+  gap: var(--space-2);
+}
+
+.plugins-policy-review__severity {
+  font-size: var(--control-ui-text-xs);
+  font-weight: 700;
+  letter-spacing: 0.04em;
+  text-transform: uppercase;
+}
+
+.plugins-policy-review__severity--info {
+  color: var(--muted);
+}
+
+.plugins-policy-review__severity--warn {
+  color: var(--warn);
+}
+
+.plugins-policy-review__severity--critical {
+  color: var(--danger);
+}
+
+.plugins-policy-review__details {
+  margin-left: var(--plugins-policy-review-indent);
+  color: var(--muted);
+  font-size: var(--control-ui-text-xs);
+}
+
+.plugins-policy-review__details summary {
+  display: flex;
+  width: fit-content;
+  min-height: 44px;
+  align-items: center;
+  gap: var(--space-2);
+  cursor: var(--cursor-action);
+  font-weight: 600;
+  list-style: none;
+}
+
+.plugins-policy-review__details summary::-webkit-details-marker {
+  display: none;
+}
+
+.plugins-policy-review__details summary::marker {
+  content: "";
+}
+
+.plugins-policy-review__details-chevron {
+  display: inline-flex;
+  width: 18px;
+  height: 18px;
+  color: var(--muted);
+  transition: transform var(--duration-fast) var(--ease-in-out);
+}
+
+.plugins-policy-review__details-chevron svg {
+  width: 18px;
+  height: 18px;
+}
+
+.plugins-policy-review__details[open] .plugins-policy-review__details-chevron {
+  transform: rotate(90deg);
+}
+
+.plugins-policy-review__details summary:hover {
+  color: var(--text);
+}
+
+.plugins-policy-review__details summary:focus-visible {
+  outline: none;
+  box-shadow: var(--focus-ring);
+}
+
+.plugins-policy-review__details-body {
+  display: grid;
+  gap: var(--space-2);
+  margin: var(--space-2) 0 0;
+}
+
+.plugins-policy-review__details-body ul {
+  display: grid;
+  gap: var(--space-2);
+  margin: 0;
+  padding: 0;
+  list-style: none;
+}
+
+.plugins-policy-review__details-body li {
+  display: flex;
+  min-width: 0;
+  flex-wrap: wrap;
+  gap: var(--space-2);
+  overflow-wrap: anywhere;
+  color: var(--text);
+}
+
+.plugins-policy-review__details code {
+  font-size: inherit;
+}
+
+.plugins-policy-review__scope {
+  margin: 0 0 0 var(--plugins-policy-review-indent);
+  color: var(--muted);
+  font-size: var(--control-ui-text-xs);
+}
+
+.plugins-policy-review__actions {
+  display: flex;
+  align-items: center;
+  justify-content: flex-end;
+  gap: var(--space-3);
+  padding: var(--space-2) 0 0 var(--plugins-policy-review-indent);
+  border-top: 1px solid color-mix(in srgb, var(--warn) 20%, var(--border));
+}
+
+.plugins-policy-review__actions .btn {
+  flex: 0 0 auto;
+  min-height: 44px;
+}
+
 .plugins-row-message .btn {
   flex: 0 0 auto;
   color: var(--text-strong);
@@ -699,4 +916,13 @@ h3.plugins-subheader {
     align-items: stretch;
     flex-direction: column;
   }
+
+  .plugins-row-message--warning {
+    padding: var(--space-2) 0 0;
+  }
+
+  .plugins-policy-review__actions,
+  .plugins-policy-review__actions .btn {
+    flex: 1 1 0;
+  }
 }