diff --git a/src/cli/install-policy-warning-acknowledgement.test.ts b/src/cli/install-policy-warning-acknowledgement.test.ts
index 83d3bf39eb25..8629df1948a0 100644
--- a/src/cli/install-policy-warning-acknowledgement.test.ts
+++ b/src/cli/install-policy-warning-acknowledgement.test.ts
@@ -48,7 +48,7 @@ describe("resolveInstallPolicyWarningAcknowledgementCliOptions", () => {
         targetName: "demo\npkg",
         targetType: "plugin",
         requestMode: fixture.requestMode,
-        warningFingerprint: "review-required",
+        approvalFingerprint: "review-required",
         scan: {
           requestKind: "plugin-npm",
           originType: "plugin-npm",
@@ -79,7 +79,7 @@ describe("resolveInstallPolicyWarningAcknowledgementCliOptions", () => {
         targetName: "demo",
         targetType: "skill",
         requestMode: "install",
-        warningFingerprint: "review-required",
+        approvalFingerprint: "review-required",
         scan: {
           requestKind: "skill-install",
           originType: "skill-managed-install",
@@ -127,7 +127,7 @@ describe("resolveInstallPolicyWarningAcknowledgementCliOptions", () => {
       targetName: "demo",
       targetType: "plugin",
       requestMode: "install",
-      warningFingerprint: "review-required",
+      approvalFingerprint: "review-required",
       scan: {
         requestKind: "plugin-npm",
         originType: "plugin-npm",
diff --git a/src/gateway/server-methods/plugins.test.ts b/src/gateway/server-methods/plugins.test.ts
index 6397d6999c22..b0811db19fe8 100644
--- a/src/gateway/server-methods/plugins.test.ts
+++ b/src/gateway/server-methods/plugins.test.ts
@@ -50,7 +50,7 @@ function warningOccurrence(
   warning: InstallPolicyWarningDetails,
   scan: InstallPolicyWarningScanIdentity = packageScan,
 ): InstallPolicyWarningOccurrence {
-  return { scan, warning, warningFingerprint: `fingerprint:${warning.reason}` };
+  return { scan, warning, approvalFingerprint: `fingerprint:${warning.reason}` };
 }
 
 async function callHandler(
@@ -435,7 +435,7 @@ describe("plugin management Gateway handlers", () => {
           warnings: [
             {
               scan: packageScan,
-              warningFingerprint: "fingerprint:Scanner found behavior that needs review",
+              approvalFingerprint: "fingerprint:Scanner found behavior that needs review",
               warning: {
                 targetName: "demo-plugin",
                 targetType: "plugin",
@@ -485,7 +485,7 @@ describe("plugin management Gateway handlers", () => {
           warnings: [
             {
               scan: packageScan,
-              warningFingerprint: "fingerprint:Scanner found a different issue",
+              approvalFingerprint: "fingerprint:Scanner found a different issue",
               warning: {
                 targetName: "demo-plugin",
                 targetType: "plugin",
@@ -591,7 +591,7 @@ describe("plugin management Gateway handlers", () => {
       "scan",
     );
     expect((first.error as { details?: Record<string, unknown> }).details).not.toHaveProperty(
-      "warningFingerprint",
+      "approvalFingerprint",
     );
 
     managementMocks.install.mockRejectedValueOnce(
@@ -616,7 +616,7 @@ describe("plugin management Gateway handlers", () => {
       "scan",
     );
     expect((second.error as { details?: Record<string, unknown> }).details).not.toHaveProperty(
-      "warningFingerprint",
+      "approvalFingerprint",
     );
 
     managementMocks.install.mockResolvedValueOnce({
diff --git a/src/plugins/clawhub.test.ts b/src/plugins/clawhub.test.ts
index 430d02ca5805..65ec66851563 100644
--- a/src/plugins/clawhub.test.ts
+++ b/src/plugins/clawhub.test.ts
@@ -1784,6 +1784,15 @@ describe("installPluginFromClawHub", () => {
     expect(archiveInstallCall().onInstallPolicyWarning).toBe(onInstallPolicyWarning);
   });
 
+  it("preserves the reviewed policy spec when retrying a pinned ClawHub version", async () => {
+    await installPluginFromClawHub({
+      spec: "clawhub:demo@2026.3.22",
+      installPolicyRequestedSpecifier: "clawhub:demo",
+    });
+
+    expect(archiveInstallCall().installPolicyRequest?.requestedSpecifier).toBe("clawhub:demo");
+  });
+
   it("cleans up the downloaded archive even when archive install fails", async () => {
     installPluginFromArchiveMock.mockResolvedValueOnce({
       ok: false,
diff --git a/src/plugins/clawhub.ts b/src/plugins/clawhub.ts
index 6e05bddcdd1b..56ae10ae9b01 100644
--- a/src/plugins/clawhub.ts
+++ b/src/plugins/clawhub.ts
@@ -1218,6 +1218,7 @@ export async function installPluginFromClawHub(
     dryRun?: boolean;
     expectedPluginId?: string;
     expectedIntegrity?: string;
+    installPolicyRequestedSpecifier?: string;
     env?: RuntimeVersionEnv;
     acknowledgeClawHubRisk?: boolean;
     onClawHubRisk?: (request: ClawHubRiskAcknowledgementRequest) => boolean | Promise<boolean>;
@@ -1457,7 +1458,7 @@ export async function installPluginFromClawHub(
       expectedPluginId: runtimeIdResolution.expectedPluginId,
       installPolicyRequest: {
         kind: "plugin-archive",
-        requestedSpecifier: params.spec,
+        requestedSpecifier: params.installPolicyRequestedSpecifier ?? params.spec,
         source: {
           kind: "clawhub",
           authority: officialClawHubPackage ? "official" : clawhubAuthority,
diff --git a/src/plugins/install-npm-policy-metadata.test.ts b/src/plugins/install-npm-policy-metadata.test.ts
new file mode 100644
index 000000000000..780a2aeb6870
--- /dev/null
+++ b/src/plugins/install-npm-policy-metadata.test.ts
@@ -0,0 +1,85 @@
+import fs from "node:fs/promises";
+import { beforeEach, describe, expect, it, vi } from "vitest";
+
+type ResolveNpmSpecMetadata =
+  typeof import("../infra/install-source-utils.js").resolveNpmSpecMetadata;
+type PreflightPluginNpmInstallPolicy =
+  typeof import("./install-security-scan.js").preflightPluginNpmInstallPolicy;
+
+const resolveNpmSpecMetadataMock = vi.fn<ResolveNpmSpecMetadata>();
+const preflightPluginNpmInstallPolicyMock = vi.fn<PreflightPluginNpmInstallPolicy>();
+
+vi.mock("../infra/install-source-utils.js", async (importOriginal) => {
+  const actual = await importOriginal<typeof import("../infra/install-source-utils.js")>();
+  return { ...actual, resolveNpmSpecMetadata: resolveNpmSpecMetadataMock };
+});
+
+vi.mock("./install-security-scan.js", async (importOriginal) => {
+  const actual = await importOriginal<typeof import("./install-security-scan.js")>();
+  return {
+    ...actual,
+    preflightPluginNpmInstallPolicy: preflightPluginNpmInstallPolicyMock,
+  };
+});
+
+const { installPluginFromNpmSpec } = await import("./install-npm.js");
+
+describe("npm install policy metadata", () => {
+  beforeEach(() => {
+    resolveNpmSpecMetadataMock.mockReset();
+    preflightPluginNpmInstallPolicyMock.mockReset();
+    resolveNpmSpecMetadataMock.mockResolvedValue({
+      ok: true,
+      metadata: {
+        name: "@openclaw/demo",
+        version: "1.2.3",
+        resolvedSpec: "@openclaw/demo@1.2.3",
+        integrity: "sha512-reviewed",
+        shasum: "reviewed",
+        packageOpenClaw: { extensions: ["./index.js"] },
+      },
+    });
+  });
+
+  it("keeps policy metadata stable when a retry pins the resolved npm spec", async () => {
+    const policyInputs: Array<{
+      requestedSpecifier: string;
+      metadata: Record<string, unknown>;
+    }> = [];
+    preflightPluginNpmInstallPolicyMock.mockImplementation(async (params) => {
+      policyInputs.push({
+        requestedSpecifier: params.requestedSpecifier ?? "",
+        metadata: JSON.parse(await fs.readFile(params.sourcePath, "utf8")) as Record<
+          string,
+          unknown
+        >,
+      });
+      return { blocked: { code: "security_scan_blocked", reason: "test stop" } };
+    });
+
+    const requestedSpecifier = "@openclaw/demo@latest";
+    const first = await installPluginFromNpmSpec({ spec: requestedSpecifier });
+    const retry = await installPluginFromNpmSpec({
+      spec: "@openclaw/demo@1.2.3",
+      installPolicyRequestedSpecifier: requestedSpecifier,
+      expectedIntegrity: "sha512-reviewed",
+    });
+
+    expect(first.ok).toBe(false);
+    expect(retry.ok).toBe(false);
+    expect(policyInputs).toHaveLength(2);
+    expect(policyInputs[0]).toMatchObject({
+      requestedSpecifier,
+      metadata: {
+        packageName: "@openclaw/demo",
+        requestedSpecifier,
+        resolution: {
+          resolvedSpec: "@openclaw/demo@1.2.3",
+          integrity: "sha512-reviewed",
+        },
+      },
+    });
+    expect(policyInputs[1]).toEqual(policyInputs[0]);
+    expect(policyInputs[0]).not.toHaveProperty("metadata.resolution.resolvedAt");
+  });
+});
diff --git a/src/plugins/install-npm.ts b/src/plugins/install-npm.ts
index dbd30767f53f..302354a8ad18 100644
--- a/src/plugins/install-npm.ts
+++ b/src/plugins/install-npm.ts
@@ -56,6 +56,7 @@ export async function installPluginFromNpmSpec(
     expectedPluginId?: string;
     expectedReplacementPluginId?: string;
     expectedIntegrity?: string;
+    installPolicyRequestedSpecifier?: string;
     onIntegrityDrift?: (params: PluginNpmIntegrityDriftParams) => boolean | Promise<boolean>;
   },
 ): Promise<InstallPluginResult> {
@@ -66,6 +67,7 @@ export async function installPluginFromNpmSpec(
   );
   const expectedPluginId = params.expectedPluginId;
   const spec = params.spec.trim();
+  const installPolicyRequestedSpecifier = params.installPolicyRequestedSpecifier?.trim() || spec;
   const specError = runtime.validateRegistryNpmSpec(spec);
   if (specError) {
     return {
@@ -211,14 +213,16 @@ export async function installPluginFromNpmSpec(
 
   const policyTempDir = await fs.mkdtemp(path.join(os.tmpdir(), "openclaw-npm-policy-"));
   try {
+    const policyNpmResolution = { ...npmResolution };
+    delete policyNpmResolution.resolvedAt;
     const policyMetadataPath = path.join(policyTempDir, "npm-package-metadata.json");
     await fs.writeFile(
       policyMetadataPath,
       `${JSON.stringify(
         {
           packageName: parsedSpec.name,
-          requestedSpecifier: spec,
-          resolution: npmResolution,
+          requestedSpecifier: installPolicyRequestedSpecifier,
+          resolution: policyNpmResolution,
         },
         null,
         2,
@@ -239,7 +243,7 @@ export async function installPluginFromNpmSpec(
           mode: policyMode,
           packageName: parsedSpec.name,
           ...(expectedPluginId ? { pluginId: expectedPluginId } : {}),
-          requestedSpecifier: spec,
+          requestedSpecifier: installPolicyRequestedSpecifier,
           source: npmInstallPolicySource,
           sourcePath: policyMetadataPath,
           sourcePathKind: "file",
@@ -265,7 +269,7 @@ export async function installPluginFromNpmSpec(
     displaySpec: spec,
     installPolicyRequest: {
       kind: "plugin-npm",
-      requestedSpecifier: spec,
+      requestedSpecifier: installPolicyRequestedSpecifier,
       source: npmInstallPolicySource,
     },
     extensionsDir: params.extensionsDir,
diff --git a/src/plugins/install-security-scan.runtime.test.ts b/src/plugins/install-security-scan.runtime.test.ts
index 83f18de6528f..f184db734bc8 100644
--- a/src/plugins/install-security-scan.runtime.test.ts
+++ b/src/plugins/install-security-scan.runtime.test.ts
@@ -3,7 +3,9 @@ import path from "node:path";
 import { afterEach, beforeEach, describe, expect, it, vi } from "vitest";
 import { useAutoCleanupTempDirTracker } from "../../test/helpers/temp-dir.js";
 
-const runInstallPolicyMock = vi.fn();
+type RunInstallPolicy = typeof import("../security/install-policy.js").runInstallPolicy;
+
+const runInstallPolicyMock = vi.fn<RunInstallPolicy>();
 const getGlobalHookRunnerMock = vi.fn();
 
 vi.mock("../security/install-policy.js", async (importOriginal) => {
@@ -326,10 +328,18 @@ describe("legacy file install scan compatibility", () => {
     const onInstallPolicyWarning = vi.fn().mockResolvedValue({ status: "approved" });
     runInstallPolicyMock
       .mockResolvedValueOnce({
-        warning: { reason: "review this plugin", fingerprint: "warning-a" },
+        warning: {
+          reason: "review this plugin",
+          fingerprint: "warning-a",
+          approvalFingerprint: "approval-a",
+        },
       })
       .mockResolvedValueOnce({
-        warning: { reason: "review this plugin", fingerprint: "warning-a" },
+        warning: {
+          reason: "review this plugin",
+          fingerprint: "warning-a",
+          approvalFingerprint: "approval-a",
+        },
       });
 
     const result = await scanFileInstallSourceRuntime({
@@ -344,7 +354,7 @@ describe("legacy file install scan compatibility", () => {
       targetName: "payload",
       targetType: "plugin",
       requestMode: "install",
-      warningFingerprint: "warning-a",
+      approvalFingerprint: "approval-a",
       scan: {
         requestKind: "plugin-file",
         originType: "plugin-file",
@@ -365,10 +375,18 @@ describe("legacy file install scan compatibility", () => {
     const onInstallPolicyWarning = vi.fn().mockResolvedValue({ status: "approved" });
     runInstallPolicyMock
       .mockResolvedValueOnce({
-        warning: { reason: "review this plugin", fingerprint: "warning-a" },
+        warning: {
+          reason: "review this plugin",
+          fingerprint: "warning-a",
+          approvalFingerprint: "approval-a",
+        },
       })
       .mockResolvedValueOnce({
-        warning: { reason: "review the new finding", fingerprint: "warning-b" },
+        warning: {
+          reason: "review the new finding",
+          fingerprint: "warning-b",
+          approvalFingerprint: "approval-a",
+        },
         findings: [
           {
             ruleId: "changed-warning",
@@ -406,7 +424,7 @@ describe("legacy file install scan compatibility", () => {
             },
           ],
         },
-        warningFingerprint: "warning-b",
+        approvalFingerprint: "approval-a",
       },
     });
     expect(result?.blocked?.reason).toContain("Reason: review the new finding");
@@ -419,7 +437,11 @@ describe("legacy file install scan compatibility", () => {
   it("renders metadata changes that require approval again", async () => {
     const onInstallPolicyWarning = vi.fn().mockResolvedValue({ status: "approved" });
     const initialWarning = {
-      warning: { reason: "same bounded reason", fingerprint: "full-warning-a" },
+      warning: {
+        reason: "same bounded reason",
+        fingerprint: "full-warning-a",
+        approvalFingerprint: "approval-a",
+      },
       findings: [
         {
           ruleId: "initial-rule",
@@ -430,7 +452,11 @@ describe("legacy file install scan compatibility", () => {
       ],
     };
     runInstallPolicyMock.mockResolvedValueOnce(initialWarning).mockResolvedValueOnce({
-      warning: { ...initialWarning.warning, fingerprint: "full-warning-b" },
+      warning: {
+        ...initialWarning.warning,
+        fingerprint: "full-warning-b",
+        approvalFingerprint: "approval-b",
+      },
       findings: [
         {
           ruleId: "refreshed-rule",
@@ -455,7 +481,7 @@ describe("legacy file install scan compatibility", () => {
     );
     expect(result?.blocked?.reason).not.toContain("initial-rule");
     expect(result?.blocked?.reason).not.toContain("initial evidence");
-    expect(result?.blocked?.installPolicyWarning?.warningFingerprint).toBe("full-warning-b");
+    expect(result?.blocked?.installPolicyWarning?.approvalFingerprint).toBe("approval-b");
     expect(onInstallPolicyWarning).toHaveBeenCalledTimes(1);
     expect(runInstallPolicyMock).toHaveBeenCalledTimes(2);
   });
@@ -463,7 +489,11 @@ describe("legacy file install scan compatibility", () => {
   it("keeps a block from policy re-evaluation terminal", async () => {
     runInstallPolicyMock
       .mockResolvedValueOnce({
-        warning: { reason: "review this plugin", fingerprint: "warning-a" },
+        warning: {
+          reason: "review this plugin",
+          fingerprint: "warning-a",
+          approvalFingerprint: "approval-a",
+        },
       })
       .mockResolvedValueOnce({
         blocked: { code: "security_scan_blocked", reason: "now blocked" },
@@ -481,7 +511,11 @@ describe("legacy file install scan compatibility", () => {
 
   it("keeps the deprecated unsafe flag inert when policy warns", async () => {
     runInstallPolicyMock.mockResolvedValue({
-      warning: { reason: "review this plugin", fingerprint: "warning-a" },
+      warning: {
+        reason: "review this plugin",
+        fingerprint: "warning-a",
+        approvalFingerprint: "approval-a",
+      },
     });
 
     const result = await scanFileInstallSourceRuntime({
@@ -505,7 +539,7 @@ describe("legacy file install scan compatibility", () => {
           requestMode: "install",
           reason: "review this plugin",
         },
-        warningFingerprint: "warning-a",
+        approvalFingerprint: "approval-a",
       },
       reason: expectedInstallPolicyNotice({
         decision: "warn",
@@ -528,7 +562,11 @@ describe("legacy file install scan compatibility", () => {
   it("keeps a block from acknowledged policy re-evaluation terminal", async () => {
     runInstallPolicyMock
       .mockResolvedValueOnce({
-        warning: { reason: "review this plugin", fingerprint: "warning-a" },
+        warning: {
+          reason: "review this plugin",
+          fingerprint: "warning-a",
+          approvalFingerprint: "approval-a",
+        },
       })
       .mockResolvedValueOnce({
         blocked: { code: "security_scan_blocked", reason: "now blocked" },
@@ -547,7 +585,11 @@ describe("legacy file install scan compatibility", () => {
 
   it("distinguishes an exhausted noninteractive approval from cancellation", async () => {
     runInstallPolicyMock.mockResolvedValue({
-      warning: { reason: "review the dependency warning", fingerprint: "warning-a" },
+      warning: {
+        reason: "review the dependency warning",
+        fingerprint: "warning-a",
+        approvalFingerprint: "approval-a",
+      },
       findings: [
         {
           ruleId: "dependency-warning",
@@ -584,7 +626,7 @@ describe("legacy file install scan compatibility", () => {
         requestMode: "install",
         reason: "review the dependency warning",
       },
-      warningFingerprint: "warning-a",
+      approvalFingerprint: "approval-a",
     });
     expect(runInstallPolicyMock).toHaveBeenCalledTimes(1);
   });
@@ -592,7 +634,11 @@ describe("legacy file install scan compatibility", () => {
   it("renders warning details as one readable review notice", async () => {
     const warnings: string[] = [];
     runInstallPolicyMock.mockResolvedValue({
-      warning: { reason: "review this plugin", fingerprint: "warning-a" },
+      warning: {
+        reason: "review this plugin",
+        fingerprint: "warning-a",
+        approvalFingerprint: "approval-a",
+      },
       findings: [{ ruleId: "context", severity: "info", message: "Informational context." }],
     });
 
@@ -616,7 +662,7 @@ describe("legacy file install scan compatibility", () => {
         reason: "review this plugin",
         findings: [{ ruleId: "context", severity: "info", message: "Informational context." }],
       },
-      warningFingerprint: "warning-a",
+      approvalFingerprint: "approval-a",
     });
     expect(warnings).toEqual([
       `${expectedInstallPolicyNotice({
diff --git a/src/plugins/install-security-scan.runtime.ts b/src/plugins/install-security-scan.runtime.ts
index 3ea8f31f1ae9..dacb732ba8f4 100644
--- a/src/plugins/install-security-scan.runtime.ts
+++ b/src/plugins/install-security-scan.runtime.ts
@@ -841,7 +841,7 @@ async function runOperatorInstallPolicy(params: {
       ...(params.skill ? { skillInstallId: params.skill.installId } : {}),
     },
     warning: installPolicyWarning,
-    warningFingerprint: result.warning.fingerprint,
+    approvalFingerprint: result.warning.approvalFingerprint,
   };
   if (!params.onInstallPolicyWarning) {
     return {
@@ -899,7 +899,7 @@ async function runOperatorInstallPolicy(params: {
                 reason: reevaluated.warning.reason,
                 ...(reevaluated.findings?.length ? { findings: reevaluated.findings } : {}),
               },
-              warningFingerprint: reevaluated.warning.fingerprint,
+              approvalFingerprint: reevaluated.warning.approvalFingerprint,
             },
             reason: formatInstallPolicyNotice({
               decision: "warn",
diff --git a/src/plugins/install-security-scan.types.ts b/src/plugins/install-security-scan.types.ts
index ee53022af1b9..3aa04f2ee12d 100644
--- a/src/plugins/install-security-scan.types.ts
+++ b/src/plugins/install-security-scan.types.ts
@@ -21,7 +21,7 @@ type InstallPolicyWarningScanIdentity = {
 export type InstallPolicyWarningOccurrence = {
   scan: InstallPolicyWarningScanIdentity;
   warning: InstallPolicyWarningDetails;
-  warningFingerprint: string;
+  approvalFingerprint: string;
 };
 
 export type InstallPolicyWarningAcknowledgementRequest = InstallPolicyWarningOccurrence & {
@@ -30,7 +30,7 @@ export type InstallPolicyWarningAcknowledgementRequest = InstallPolicyWarningOcc
   requestMode: "install" | "update";
 };
 
-type InstallPolicyWarningAcknowledgementResult =
+export type InstallPolicyWarningAcknowledgementResult =
   | { status: "approved" }
   | { status: "declined" }
   | {
diff --git a/src/plugins/install-shared.test.ts b/src/plugins/install-shared.test.ts
index d15ee36a9fb8..9f503884f4c1 100644
--- a/src/plugins/install-shared.test.ts
+++ b/src/plugins/install-shared.test.ts
@@ -17,7 +17,7 @@ describe("installPluginDirectoryIntoExtensions", () => {
     fs.mkdirSync(sourceDir, { recursive: true });
     fs.writeFileSync(path.join(sourceDir, "index.js"), "export default {};\n");
     const installPolicyWarning = {
-      warningFingerprint: "review-installed-dependency-tree",
+      approvalFingerprint: "review-installed-dependency-tree",
       scan: {
         requestKind: "plugin-archive" as const,
         originType: "plugin-dependency-tree",
diff --git a/src/plugins/management-service-install-policy.test.ts b/src/plugins/management-service-install-policy.test.ts
index 8b0dd2284670..44091f124056 100644
--- a/src/plugins/management-service-install-policy.test.ts
+++ b/src/plugins/management-service-install-policy.test.ts
@@ -207,7 +207,7 @@ describe("plugin management install-policy acknowledgements", () => {
     await expectOneShotInstallPolicyWarningAcknowledgement(mocks.clawhubInstall);
   });
 
-  it("acknowledges a reviewed warning only at the same scan stage and only once", async () => {
+  it("acknowledges the same warning only for the same target and scan stage once", async () => {
     mocks.readConfig.mockResolvedValue(configSnapshot());
     mockHostedOfficialCatalog([hostedFeedDiffsEntry]);
     mockClawHubInstall("diffs", "@openclaw/diffs");
@@ -220,7 +220,7 @@ describe("plugin management install-policy acknowledgements", () => {
       "first approved warning",
     );
     const dependencyWarning: InstallPolicyWarningOccurrence = {
-      warningFingerprint: packageWarning.warningFingerprint,
+      approvalFingerprint: packageWarning.approvalFingerprint,
       scan: {
         ...packageWarning.scan,
         originType: "plugin-dependency-tree",
@@ -230,7 +230,18 @@ describe("plugin management install-policy acknowledgements", () => {
     };
     const changedFingerprintWarning: InstallPolicyWarningOccurrence = {
       ...packageWarning,
-      warningFingerprint: "changed-full-warning",
+      approvalFingerprint: "changed-warning-approval",
+    };
+    const wrongTargetWarning: InstallPolicyWarningOccurrence = {
+      ...packageWarning,
+      warning: { ...packageWarning.warning, targetName: "other-plugin" },
+    };
+    const restagedPackageWarning: InstallPolicyWarningOccurrence = {
+      ...packageWarning,
+      warning: {
+        ...packageWarning.warning,
+        reason: "Review this warning in /tmp/openclaw-stage-b",
+      },
     };
 
     await installManagedPlugin({
@@ -269,11 +280,19 @@ describe("plugin management install-policy acknowledgements", () => {
         ...dependencyWarning,
       }),
     ).toEqual({ status: "unavailable", reason: "warning-not-approved" });
+    expect(
+      await acknowledge({
+        targetName: wrongTargetWarning.warning.targetName,
+        targetType: wrongTargetWarning.warning.targetType,
+        requestMode: wrongTargetWarning.warning.requestMode,
+        ...wrongTargetWarning,
+      }),
+    ).toEqual({ status: "unavailable", reason: "warning-not-approved" });
     const packageRequest: InstallPolicyWarningAcknowledgementRequest = {
-      targetName: packageWarning.warning.targetName,
-      targetType: packageWarning.warning.targetType,
-      requestMode: packageWarning.warning.requestMode,
-      ...packageWarning,
+      targetName: restagedPackageWarning.warning.targetName,
+      targetType: restagedPackageWarning.warning.targetType,
+      requestMode: restagedPackageWarning.warning.requestMode,
+      ...restagedPackageWarning,
     };
     expect(await acknowledge(packageRequest)).toEqual({ status: "approved" });
     expect(await acknowledge(packageRequest)).toEqual({
@@ -284,7 +303,7 @@ describe("plugin management install-policy acknowledgements", () => {
 
   it("pins reviewed npm warnings to the first resolved version and integrity", async () => {
     const warning: InstallPolicyWarningOccurrence = {
-      warningFingerprint: "review-npm-package",
+      approvalFingerprint: "review-npm-package",
       scan: {
         requestKind: "plugin-npm",
         originType: "plugin-npm",
@@ -343,6 +362,7 @@ describe("plugin management install-policy acknowledgements", () => {
     expect(resolvedRequest).toMatchObject({
       source: "official",
       spec: npmResolution.resolvedSpec,
+      installPolicyRequestedSpecifier: "@openclaw/npm-demo",
       expectedIntegrity: npmResolution.integrity,
     });
 
@@ -362,6 +382,7 @@ describe("plugin management install-policy acknowledgements", () => {
     expect(mocks.npmInstall).toHaveBeenLastCalledWith(
       expect.objectContaining({
         spec: npmResolution.resolvedSpec,
+        installPolicyRequestedSpecifier: "@openclaw/npm-demo",
         expectedIntegrity: npmResolution.integrity,
       }),
     );
@@ -369,7 +390,7 @@ describe("plugin management install-policy acknowledgements", () => {
 
   it("keeps npm warnings terminal when immutable resolution metadata is incomplete", async () => {
     const warning: InstallPolicyWarningOccurrence = {
-      warningFingerprint: "review-npm-package",
+      approvalFingerprint: "review-npm-package",
       scan: {
         requestKind: "plugin-npm",
         originType: "plugin-npm",
@@ -424,7 +445,7 @@ describe("plugin management install-policy acknowledgements", () => {
 
   it("pins reviewed ClawHub warnings to the downloaded archive integrity", async () => {
     const warning: InstallPolicyWarningOccurrence = {
-      warningFingerprint: "review-clawhub-package",
+      approvalFingerprint: "review-clawhub-package",
       scan: {
         requestKind: "plugin-archive",
         originType: "plugin-package",
@@ -462,6 +483,7 @@ describe("plugin management install-policy acknowledgements", () => {
     expect(failure.installPolicyResolvedRequest).toMatchObject({
       source: "clawhub",
       spec: "clawhub:community/demo@1.2.3",
+      installPolicyRequestedSpecifier: "clawhub:community/demo",
       expectedIntegrity: "sha256-reviewed",
     });
   });
diff --git a/src/plugins/management-service.ts b/src/plugins/management-service.ts
index 237468951359..a9b3b1581272 100644
--- a/src/plugins/management-service.ts
+++ b/src/plugins/management-service.ts
@@ -156,6 +156,7 @@ export type ManagedPluginSourceInstallRequest =
   | {
       source: "clawhub";
       spec: string;
+      installPolicyRequestedSpecifier?: string;
       mode?: "install" | "update";
       expectedPluginId?: string;
       expectedIntegrity?: string;
@@ -171,6 +172,7 @@ export type ManagedPluginSourceInstallRequest =
   | {
       source: "official";
       spec: string;
+      installPolicyRequestedSpecifier?: string;
       pluginId: string;
       expectedIntegrity?: string;
       mode: "install" | "update";
@@ -179,6 +181,7 @@ export type ManagedPluginSourceInstallRequest =
   | {
       source: "npm";
       spec: string;
+      installPolicyRequestedSpecifier?: string;
       mode: "install" | "update";
       pin?: boolean;
       expectedPluginId?: string;
@@ -1020,6 +1023,7 @@ function pinInstallPolicyResolvedRequest(
     return {
       ...request,
       spec: npmResolution.resolvedSpec,
+      installPolicyRequestedSpecifier: request.installPolicyRequestedSpecifier ?? request.spec,
       expectedIntegrity: npmResolution.integrity,
     };
   }
@@ -1034,6 +1038,7 @@ function pinInstallPolicyResolvedRequest(
     ? {
         ...request,
         spec: buildClawHubSpec(parsed.name, version),
+        installPolicyRequestedSpecifier: request.installPolicyRequestedSpecifier ?? request.spec,
         expectedIntegrity: integrity,
       }
     : undefined;
@@ -1378,6 +1383,9 @@ export async function installManagedPluginSource(params: {
       installPluginFromClawHub({
         ...common,
         spec: request.spec,
+        ...(request.installPolicyRequestedSpecifier
+          ? { installPolicyRequestedSpecifier: request.installPolicyRequestedSpecifier }
+          : {}),
         mode: request.mode,
         ...(request.expectedPluginId ? { expectedPluginId: request.expectedPluginId } : {}),
         ...(request.expectedIntegrity ? { expectedIntegrity: request.expectedIntegrity } : {}),
@@ -1401,6 +1409,9 @@ export async function installManagedPluginSource(params: {
     installPluginFromNpmSpec({
       ...common,
       spec: request.spec,
+      ...(request.installPolicyRequestedSpecifier
+        ? { installPolicyRequestedSpecifier: request.installPolicyRequestedSpecifier }
+        : {}),
       mode: request.mode,
       ...(request.source === "official" || request.trustedSourceLinkedOfficialInstall
         ? { trustedSourceLinkedOfficialInstall: true }
@@ -1533,10 +1544,20 @@ export async function installManagedPlugin(params: {
       ...(params.request.installPolicyWarningAcknowledgement
         ? {
             safetyOverrides: {
-              onInstallPolicyWarning: async ({ scan, warning, warningFingerprint }) => {
-                const currentWarning = { scan, warning, warningFingerprint };
-                const warningIndex = remainingInstallPolicyWarnings.findIndex((approved) =>
-                  isDeepStrictEqual(currentWarning, approved),
+              onInstallPolicyWarning: async ({
+                scan,
+                approvalFingerprint,
+                targetName,
+                targetType,
+                requestMode,
+              }) => {
+                const warningIndex = remainingInstallPolicyWarnings.findIndex(
+                  (approved) =>
+                    approved.approvalFingerprint === approvalFingerprint &&
+                    isDeepStrictEqual(approved.scan, scan) &&
+                    approved.warning.targetName === targetName &&
+                    approved.warning.targetType === targetType &&
+                    approved.warning.requestMode === requestMode,
                 );
                 if (warningIndex < 0) {
                   return { status: "unavailable", reason: "warning-not-approved" };
diff --git a/src/plugins/test-helpers/install-policy-warning.ts b/src/plugins/test-helpers/install-policy-warning.ts
index 55664aea8eea..cea51e40d237 100644
--- a/src/plugins/test-helpers/install-policy-warning.ts
+++ b/src/plugins/test-helpers/install-policy-warning.ts
@@ -7,7 +7,7 @@ import type {
 } from "../install-security-scan.types.js";
 
 const officialDiffsWarningOccurrence: InstallPolicyWarningOccurrence = {
-  warningFingerprint: "review-diffs-warning",
+  approvalFingerprint: "review-diffs-warning",
   scan: {
     requestKind: "plugin-archive",
     originType: "plugin-package",