diff --git a/convex/_generated/api.d.ts b/convex/_generated/api.d.ts
index ffccea0d..29d9162d 100644
--- a/convex/_generated/api.d.ts
+++ b/convex/_generated/api.d.ts
@@ -98,6 +98,7 @@ import type * as lib_packageArtifacts from "../lib/packageArtifacts.js";
 import type * as lib_packageRegistry from "../lib/packageRegistry.js";
 import type * as lib_packageSearchDigest from "../lib/packageSearchDigest.js";
 import type * as lib_packageSecurity from "../lib/packageSecurity.js";
+import type * as lib_packageStatEvents from "../lib/packageStatEvents.js";
 import type * as lib_public from "../lib/public.js";
 import type * as lib_publicBrowse from "../lib/publicBrowse.js";
 import type * as lib_publicRouteReservations from "../lib/publicRouteReservations.js";
@@ -278,6 +279,7 @@ declare const fullApi: ApiFromModules<{
   "lib/packageRegistry": typeof lib_packageRegistry;
   "lib/packageSearchDigest": typeof lib_packageSearchDigest;
   "lib/packageSecurity": typeof lib_packageSecurity;
+  "lib/packageStatEvents": typeof lib_packageStatEvents;
   "lib/public": typeof lib_public;
   "lib/publicBrowse": typeof lib_publicBrowse;
   "lib/publicRouteReservations": typeof lib_publicRouteReservations;
diff --git a/convex/httpApi.handlers.test.ts b/convex/httpApi.handlers.test.ts
index 38185166..341447af 100644
--- a/convex/httpApi.handlers.test.ts
+++ b/convex/httpApi.handlers.test.ts
@@ -345,6 +345,66 @@ describe("httpApi handlers", () => {
     });
   });
 
+  it("cliTelemetryInstallHttp forwards a successful plugin install", async () => {
+    vi.mocked(requireApiTokenUser).mockResolvedValueOnce({ userId: "users:1" } as never);
+    const runMutation = vi.fn().mockResolvedValue(null);
+    const response = await __handlers.cliTelemetryInstallHandler(
+      makeCtx({ runMutation }),
+      new Request("https://x/api/cli/telemetry/install", {
+        method: "POST",
+        headers: { "Content-Type": "application/json" },
+        body: JSON.stringify({
+          event: "plugin_install",
+          packageName: "@openclaw/voice-call",
+          version: "2026.7.23",
+        }),
+      }),
+    );
+
+    expect(response.status).toBe(200);
+    expect(await response.json()).toEqual({ ok: true });
+    expect(runMutation).toHaveBeenCalledWith(expect.anything(), {
+      userId: "users:1",
+      packageName: "@openclaw/voice-call",
+      version: "2026.7.23",
+    });
+  });
+
+  it("cliTelemetryInstallHttp rejects malformed plugin install reports", async () => {
+    vi.mocked(requireApiTokenUser).mockResolvedValueOnce({ userId: "users:1" } as never);
+    const runMutation = vi.fn();
+    const response = await __handlers.cliTelemetryInstallHandler(
+      makeCtx({ runMutation }),
+      new Request("https://x/api/cli/telemetry/install", {
+        method: "POST",
+        headers: { "Content-Type": "application/json" },
+        body: JSON.stringify({ event: "plugin_install", version: "2026.7.23" }),
+      }),
+    );
+
+    expect(response.status).toBe(400);
+    expect(runMutation).not.toHaveBeenCalled();
+  });
+
+  it("cliTelemetryInstallHttp accepts unknown plugin packages as telemetry no-ops", async () => {
+    vi.mocked(requireApiTokenUser).mockResolvedValueOnce({ userId: "users:1" } as never);
+    const runMutation = vi.fn().mockResolvedValue(null);
+    const response = await __handlers.cliTelemetryInstallHandler(
+      makeCtx({ runMutation }),
+      new Request("https://x/api/cli/telemetry/install", {
+        method: "POST",
+        headers: { "Content-Type": "application/json" },
+        body: JSON.stringify({
+          event: "plugin_install",
+          packageName: "@missing/plugin",
+        }),
+      }),
+    );
+
+    expect(response.status).toBe(200);
+    expect(await response.json()).toEqual({ ok: true });
+  });
+
   it("cliTelemetryInstallHttp accepts legacy roots snapshots", async () => {
     vi.mocked(requireApiTokenUser).mockResolvedValueOnce({ userId: "users:1" } as never);
     const runMutation = vi.fn().mockResolvedValue(null);
diff --git a/convex/httpApi.ts b/convex/httpApi.ts
index 0c5468e9..d52177d7 100644
--- a/convex/httpApi.ts
+++ b/convex/httpApi.ts
@@ -327,6 +327,12 @@ async function cliTelemetryInstallHandler(ctx: ActionCtx, request: Request) {
           });
         }
       }
+    } else if (args.event === "plugin_install") {
+      await ctx.runMutation(internal.telemetry.reportCliPluginInstallInternal, {
+        userId,
+        packageName: args.packageName,
+        version: args.version,
+      });
     } else {
       await ctx.runMutation(internal.telemetry.reportCliInstallInternal, {
         userId,
diff --git a/convex/lib/packageStatEvents.ts b/convex/lib/packageStatEvents.ts
new file mode 100644
index 00000000..ad986b11
--- /dev/null
+++ b/convex/lib/packageStatEvents.ts
@@ -0,0 +1,18 @@
+import type { Id } from "../_generated/dataModel";
+import type { MutationCtx } from "../_generated/server";
+
+export async function insertPackageInstallStatEvent(
+  ctx: Pick<MutationCtx, "db">,
+  params: {
+    packageId: Id<"packages">;
+    kind?: "install" | "install_clear";
+    occurredAt?: number;
+  },
+) {
+  await ctx.db.insert("packageStatEvents", {
+    packageId: params.packageId,
+    kind: params.kind ?? "install",
+    occurredAt: params.occurredAt ?? Date.now(),
+    processedAt: undefined,
+  });
+}
diff --git a/convex/lib/retentionPolicy.ts b/convex/lib/retentionPolicy.ts
index a8732830..d70a4e9c 100644
--- a/convex/lib/retentionPolicy.ts
+++ b/convex/lib/retentionPolicy.ts
@@ -299,6 +299,7 @@ export const RETENTION_POLICIES = {
   registryArtifactBackupSyncState: permanent("Legacy registry artifact backup cursor state."),
   registryArtifactBackupJobs: permanent("Legacy registry artifact backup job history."),
   userSkillInstalls: permanent("Current user install records."),
+  userPackageInstalls: permanent("Current user package install records."),
   skillOwnershipTransfers: ephemeral("Ownership transfer invitations expire.", {
     expirationField: "expiresAt",
     prune: "usage-time validation plus pending retention cleanup",
diff --git a/convex/packages.stats.test.ts b/convex/packages.stats.test.ts
index b046ebf3..c8ec60ee 100644
--- a/convex/packages.stats.test.ts
+++ b/convex/packages.stats.test.ts
@@ -242,6 +242,12 @@ describe("package stat events", () => {
         kind: "download",
         occurredAt: dayStart * 2,
       },
+      {
+        _id: "packageStatEvents:5",
+        packageId: "packages:one",
+        kind: "install_clear",
+        occurredAt: dayStart,
+      },
     ];
     const insert = vi.fn();
     const patch = vi.fn();
@@ -282,14 +288,14 @@ describe("package stat events", () => {
 
     const result = await processStatsHandler(ctx, { batchSize: 10 });
 
-    expect(result).toEqual({ processed: 4, packagesUpdated: 2 });
+    expect(result).toEqual({ processed: 5, packagesUpdated: 2 });
     expect(insert).toHaveBeenCalledWith(
       "packageDailyStats",
       expect.objectContaining({
         packageId: "packages:one",
         day: 1,
         downloads: 1,
-        installs: 1,
+        installs: 0,
       }),
     );
     expect(insert).toHaveBeenCalledWith(
@@ -316,7 +322,7 @@ describe("package stat events", () => {
         stats: expect.objectContaining({ downloads: 12 }),
         recommendedScore: computeRecommendationScore({
           downloads: 12,
-          installs: 2,
+          installs: 1,
           stars: 2,
         }),
         recommendedScoreVersion: RECOMMENDATION_SCORE_VERSION,
@@ -325,7 +331,7 @@ describe("package stat events", () => {
     expect(patch).toHaveBeenCalledWith(
       "packages:one",
       expect.objectContaining({
-        stats: expect.objectContaining({ installs: 2 }),
+        stats: expect.objectContaining({ installs: 1 }),
       }),
     );
     expect(patch).toHaveBeenCalledWith(
diff --git a/convex/packages.ts b/convex/packages.ts
index 48ebfa6f..f1f1131b 100644
--- a/convex/packages.ts
+++ b/convex/packages.ts
@@ -88,6 +88,7 @@ import {
   normalizePackageScanStatus,
   resolvePackageReleaseScanStatus,
 } from "./lib/packageSecurity";
+import { insertPackageInstallStatEvent } from "./lib/packageStatEvents";
 import { toPublicPublisher } from "./lib/public";
 import {
   assertCanManageOwnedResource,
@@ -4538,11 +4539,9 @@ export const recordPackageInstallInternal = internalMutation({
       });
     }
 
-    await ctx.db.insert("packageStatEvents", {
+    await insertPackageInstallStatEvent(ctx, {
       packageId: args.packageId,
-      kind: "install",
-      occurredAt: args.occurredAt ?? Date.now(),
-      processedAt: undefined,
+      occurredAt: args.occurredAt,
     });
   },
 });
@@ -4630,6 +4629,9 @@ export const processPackageStatEventsInternal = internalMutation({
       if (event.kind === "install") {
         stats.installs += 1;
         dailyStats.installs += 1;
+      } else if (event.kind === "install_clear") {
+        stats.installs -= 1;
+        dailyStats.installs -= 1;
       } else {
         stats.downloads += 1;
         dailyStats.downloads += 1;
@@ -4646,7 +4648,7 @@ export const processPackageStatEventsInternal = internalMutation({
       }
       const nextStats = {
         downloads: (pkg.stats?.downloads ?? 0) + stats.downloads,
-        installs: (pkg.stats?.installs ?? 0) + stats.installs,
+        installs: Math.max(0, (pkg.stats?.installs ?? 0) + stats.installs),
         stars: pkg.stats?.stars ?? 0,
         versions: pkg.stats?.versions ?? 0,
       };
diff --git a/convex/schema.ts b/convex/schema.ts
index d91d5649..9cb40292 100644
--- a/convex/schema.ts
+++ b/convex/schema.ts
@@ -1982,7 +1982,7 @@ const skillCardGenerationJobs = defineTable({
 
 const packageStatEvents = defineTable({
   packageId: v.id("packages"),
-  kind: v.union(v.literal("download"), v.literal("install")),
+  kind: v.union(v.literal("download"), v.literal("install"), v.literal("install_clear")),
   occurredAt: v.number(),
   processedAt: v.optional(v.number()),
 })
@@ -3557,6 +3557,19 @@ const userSkillInstalls = defineTable({
   .index("by_user_skill", ["userId", "skillId"])
   .index("by_skill", ["skillId"]);
 
+const userPackageInstalls = defineTable({
+  userId: v.id("users"),
+  packageId: v.id("packages"),
+  firstSeenAt: v.number(),
+  lastSeenAt: v.number(),
+  lastVersion: v.optional(v.string()),
+  metricRecordedAt: v.optional(v.number()),
+})
+  .index("by_user", ["userId"])
+  .index("by_user_lastSeenAt", ["userId", "lastSeenAt"])
+  .index("by_user_package", ["userId", "packageId"])
+  .index("by_package", ["packageId"]);
+
 const skillOwnershipTransfers = defineTable({
   skillId: v.id("skills"),
   fromUserId: v.id("users"),
@@ -3669,5 +3682,6 @@ export default defineSchema({
   registryArtifactBackupSyncState,
   registryArtifactBackupJobs,
   userSkillInstalls,
+  userPackageInstalls,
   skillOwnershipTransfers,
 });
diff --git a/convex/telemetry.test.ts b/convex/telemetry.test.ts
index 3eb461ea..6773d45f 100644
--- a/convex/telemetry.test.ts
+++ b/convex/telemetry.test.ts
@@ -30,6 +30,7 @@ const {
   pruneInstallTelemetryDedupesInternal,
   reportCliInstallInternal,
   reportCliLegacyInstallBatchInternal,
+  reportCliPluginInstallInternal,
 } = await import("./telemetry");
 
 const reportCliInstallHandler = (
@@ -59,6 +60,19 @@ const reportCliLegacyInstallBatchHandler = (
   }
 )._handler;
 
+const reportCliPluginInstallHandler = (
+  reportCliPluginInstallInternal as unknown as {
+    _handler: (
+      ctx: unknown,
+      args: {
+        userId: string;
+        packageName: string;
+        version?: string;
+      },
+    ) => Promise<void>;
+  }
+)._handler;
+
 const clearUserTelemetryHandler = (
   clearUserTelemetryInternal as unknown as {
     _handler: (ctx: unknown, args: { userId: string; clearStartedAt?: number }) => Promise<void>;
@@ -193,6 +207,235 @@ describe("telemetry install events", () => {
     );
   });
 
+  it("records the first plugin install for a canonical scoped package", async () => {
+    const insert = vi.fn(async (table: string) =>
+      table === "userPackageInstalls" ? "userPackageInstalls:one" : "packageStatEvents:one",
+    );
+    const patch = vi.fn();
+    const packageDoc = {
+      _id: "packages:voice-call",
+      normalizedName: "@openclaw/voice-call",
+    };
+    const ctx = {
+      db: {
+        query: vi.fn((table: string) => ({
+          withIndex: vi.fn(
+            (indexName: string, callback: (q: ReturnType<typeof makeIndexBuilder>) => unknown) => {
+              callback(makeIndexBuilder());
+              if (table === "packages" && indexName === "by_name") {
+                return { unique: async () => packageDoc };
+              }
+              if (table === "userPackageInstalls" && indexName === "by_user_package") {
+                return { unique: async () => null };
+              }
+              throw new Error(`unexpected query ${table}.${indexName}`);
+            },
+          ),
+        })),
+        insert,
+        patch,
+      },
+    };
+
+    await reportCliPluginInstallHandler(ctx, {
+      userId: "users:one",
+      packageName: "@OpenClaw/Voice-Call",
+      version: "2026.7.23",
+    });
+
+    expect(insert).toHaveBeenCalledWith("userPackageInstalls", {
+      userId: "users:one",
+      packageId: "packages:voice-call",
+      firstSeenAt: expect.any(Number),
+      lastSeenAt: expect.any(Number),
+      lastVersion: "2026.7.23",
+    });
+    expect(insert).toHaveBeenCalledWith("packageStatEvents", {
+      packageId: "packages:voice-call",
+      kind: "install",
+      occurredAt: expect.any(Number),
+      processedAt: undefined,
+    });
+    expect(patch).toHaveBeenCalledWith("userPackageInstalls:one", {
+      metricRecordedAt: expect.any(Number),
+    });
+  });
+
+  it("updates repeated plugin installs without incrementing package metrics", async () => {
+    const insert = vi.fn();
+    const patch = vi.fn();
+    const ctx = {
+      db: {
+        query: vi.fn((table: string) => ({
+          withIndex: vi.fn(
+            (indexName: string, callback: (q: ReturnType<typeof makeIndexBuilder>) => unknown) => {
+              callback(makeIndexBuilder());
+              if (table === "packages" && indexName === "by_name") {
+                return {
+                  unique: async () => ({
+                    _id: "packages:voice-call",
+                    normalizedName: "@openclaw/voice-call",
+                  }),
+                };
+              }
+              if (table === "userPackageInstalls" && indexName === "by_user_package") {
+                return {
+                  unique: async () => ({
+                    _id: "userPackageInstalls:one",
+                    lastVersion: "2026.7.22",
+                    metricRecordedAt: 123,
+                  }),
+                };
+              }
+              throw new Error(`unexpected query ${table}.${indexName}`);
+            },
+          ),
+        })),
+        insert,
+        patch,
+      },
+    };
+
+    await reportCliPluginInstallHandler(ctx, {
+      userId: "users:one",
+      packageName: "@openclaw/voice-call",
+      version: "2026.7.23",
+    });
+
+    expect(patch).toHaveBeenCalledWith("userPackageInstalls:one", {
+      lastSeenAt: expect.any(Number),
+      lastVersion: "2026.7.23",
+    });
+    expect(insert).not.toHaveBeenCalled();
+  });
+
+  it("retries a pending package metric on a repeated plugin install", async () => {
+    const insert = vi.fn();
+    const patch = vi.fn();
+    const ctx = {
+      db: {
+        query: vi.fn((table: string) => ({
+          withIndex: vi.fn(
+            (indexName: string, callback: (q: ReturnType<typeof makeIndexBuilder>) => unknown) => {
+              callback(makeIndexBuilder());
+              if (table === "packages" && indexName === "by_name") {
+                return {
+                  unique: async () => ({
+                    _id: "packages:voice-call",
+                    normalizedName: "@openclaw/voice-call",
+                  }),
+                };
+              }
+              if (table === "userPackageInstalls" && indexName === "by_user_package") {
+                return {
+                  unique: async () => ({
+                    _id: "userPackageInstalls:one",
+                    lastVersion: "2026.7.22",
+                  }),
+                };
+              }
+              throw new Error(`unexpected query ${table}.${indexName}`);
+            },
+          ),
+        })),
+        insert,
+        patch,
+      },
+    };
+
+    await reportCliPluginInstallHandler(ctx, {
+      userId: "users:one",
+      packageName: "@openclaw/voice-call",
+      version: "2026.7.23",
+    });
+
+    expect(insert).toHaveBeenCalledWith("packageStatEvents", {
+      packageId: "packages:voice-call",
+      kind: "install",
+      occurredAt: expect.any(Number),
+      processedAt: undefined,
+    });
+    expect(patch).toHaveBeenCalledWith("userPackageInstalls:one", {
+      metricRecordedAt: expect.any(Number),
+    });
+  });
+
+  it("ignores unknown or deleted plugin packages", async () => {
+    const insert = vi.fn();
+    const packages = [
+      null,
+      {
+        _id: "packages:deleted",
+        normalizedName: "@openclaw/deleted",
+        softDeletedAt: 123,
+      },
+    ];
+    const ctx = {
+      db: {
+        query: vi.fn(() => ({
+          withIndex: vi.fn(
+            (_indexName: string, callback: (q: ReturnType<typeof makeIndexBuilder>) => unknown) => {
+              callback(makeIndexBuilder());
+              return { unique: async () => packages.shift() ?? null };
+            },
+          ),
+        })),
+        insert,
+        patch: vi.fn(),
+      },
+    };
+
+    await reportCliPluginInstallHandler(ctx, {
+      userId: "users:one",
+      packageName: "@openclaw/missing",
+    });
+    await reportCliPluginInstallHandler(ctx, {
+      userId: "users:one",
+      packageName: "@openclaw/deleted",
+    });
+
+    expect(insert).not.toHaveBeenCalled();
+  });
+
+  it("keeps package metric queueing best-effort after persisting the install relationship", async () => {
+    const insert = vi.fn(async (table: string) => {
+      if (table === "packageStatEvents") {
+        throw new Error("metrics unavailable");
+      }
+      return "userPackageInstalls:one";
+    });
+    const ctx = {
+      db: {
+        query: vi.fn((table: string) => ({
+          withIndex: vi.fn(
+            (_indexName: string, callback: (q: ReturnType<typeof makeIndexBuilder>) => unknown) => {
+              callback(makeIndexBuilder());
+              return {
+                unique: async () =>
+                  table === "packages"
+                    ? { _id: "packages:voice-call", normalizedName: "@openclaw/voice-call" }
+                    : null,
+              };
+            },
+          ),
+        })),
+        insert,
+        patch: vi.fn(),
+      },
+    };
+
+    await expect(
+      reportCliPluginInstallHandler(ctx, {
+        userId: "users:one",
+        packageName: "@openclaw/voice-call",
+      }),
+    ).resolves.toBeUndefined();
+    expect(insert).toHaveBeenCalledWith(
+      "userPackageInstalls",
+      expect.objectContaining({ packageId: "packages:voice-call" }),
+    );
+  });
+
   it("does not attribute an unclaimed skills.sh install to a same-slug native skill", async () => {
     const query = vi.fn();
     const insert = vi.fn();
@@ -476,6 +719,17 @@ describe("telemetry install events", () => {
       { _id: "installs:one", skillId: "skills:one" },
       { _id: "installs:two", skillId: "skills:two" },
     ];
+    const packageInstalls = [
+      {
+        _id: "userPackageInstalls:one",
+        packageId: "packages:one",
+        metricRecordedAt: 86_500_000,
+      },
+      {
+        _id: "userPackageInstalls:pending",
+        packageId: "packages:pending",
+      },
+    ];
     const dedupes = [{ _id: "installTelemetryDedupes:one" }];
     const ctx = {
       db: {
@@ -486,6 +740,9 @@ describe("telemetry install events", () => {
               if (table === "userSkillInstalls" && indexName === "by_user_lastSeenAt") {
                 return { take: async () => installs };
               }
+              if (table === "userPackageInstalls" && indexName === "by_user_lastSeenAt") {
+                return { take: async () => packageInstalls };
+              }
               if (table === "installTelemetryDedupes" && indexName === "by_user_createdAt") {
                 return { take: async () => dedupes };
               }
@@ -518,7 +775,16 @@ describe("telemetry install events", () => {
         delta: { allTime: -1, current: -1 },
       }),
     );
-    expect(deleteDoc).toHaveBeenCalledTimes(3);
+    expect(insert).toHaveBeenCalledWith("packageStatEvents", {
+      packageId: "packages:one",
+      kind: "install_clear",
+      occurredAt: 86_500_000,
+      processedAt: undefined,
+    });
+    expect(insert.mock.calls.filter(([table]) => table === "packageStatEvents")).toHaveLength(1);
+    expect(deleteDoc).toHaveBeenCalledTimes(5);
+    expect(deleteDoc).toHaveBeenCalledWith("userPackageInstalls:one");
+    expect(deleteDoc).toHaveBeenCalledWith("userPackageInstalls:pending");
     expect(deleteDoc).toHaveBeenCalledWith("installTelemetryDedupes:one");
   });
 
@@ -527,6 +793,12 @@ describe("telemetry install events", () => {
       table: "userSkillInstalls",
       indexName: "by_user_lastSeenAt",
       batchSize: 5_000,
+      laterTables: ["userPackageInstalls", "installTelemetryDedupes"],
+    },
+    {
+      table: "userPackageInstalls",
+      indexName: "by_user_lastSeenAt",
+      batchSize: 5_000,
       laterTables: ["installTelemetryDedupes"],
     },
     {
diff --git a/convex/telemetry.ts b/convex/telemetry.ts
index dfeb7c20..2bb64e92 100644
--- a/convex/telemetry.ts
+++ b/convex/telemetry.ts
@@ -4,6 +4,8 @@ import type { Id } from "./_generated/dataModel";
 import type { MutationCtx } from "./_generated/server";
 import { internalMutation, mutation } from "./functions";
 import { requireUser } from "./lib/access";
+import { normalizePackageName } from "./lib/packageRegistry";
+import { insertPackageInstallStatEvent } from "./lib/packageStatEvents";
 import { RETENTION_STANDARD_BATCH_SIZE } from "./lib/retentionPolicy";
 import {
   getSkillBySlugForPublisher,
@@ -60,6 +62,68 @@ export const reportCliLegacyInstallBatchInternal = internalMutation({
   },
 });
 
+export const reportCliPluginInstallInternal = internalMutation({
+  args: {
+    userId: v.id("users"),
+    packageName: v.string(),
+    version: v.optional(v.string()),
+  },
+  handler: async (ctx, args) => {
+    const packageName = normalizePackageName(args.packageName);
+    if (!packageName) return;
+    const pkg = await ctx.db
+      .query("packages")
+      .withIndex("by_name", (q) => q.eq("normalizedName", packageName))
+      .unique();
+    if (!pkg || pkg.softDeletedAt) return;
+
+    const now = Date.now();
+    const version = args.version?.trim() || undefined;
+    const existing = await ctx.db
+      .query("userPackageInstalls")
+      .withIndex("by_user_package", (q) => q.eq("userId", args.userId).eq("packageId", pkg._id))
+      .unique();
+    if (existing) {
+      await ctx.db.patch(existing._id, {
+        lastSeenAt: now,
+        lastVersion: version ?? existing.lastVersion,
+      });
+      if (existing.metricRecordedAt === undefined) {
+        try {
+          await insertPackageInstallStatEvent(ctx, {
+            packageId: pkg._id,
+            occurredAt: now,
+          });
+        } catch {
+          // A later successful report retries the aggregate metric.
+          return;
+        }
+        await ctx.db.patch(existing._id, { metricRecordedAt: now });
+      }
+      return;
+    }
+
+    const installId = await ctx.db.insert("userPackageInstalls", {
+      userId: args.userId,
+      packageId: pkg._id,
+      firstSeenAt: now,
+      lastSeenAt: now,
+      lastVersion: version,
+    });
+    try {
+      await insertPackageInstallStatEvent(ctx, {
+        packageId: pkg._id,
+        occurredAt: now,
+      });
+    } catch {
+      // The durable install relationship is authoritative; aggregate metric
+      // processing is best-effort and will retry on a later successful report.
+      return;
+    }
+    await ctx.db.patch(installId, { metricRecordedAt: now });
+  },
+});
+
 export const pruneInstallTelemetryDedupesInternal = internalMutation({
   args: {},
   handler: async (ctx) => {
@@ -203,6 +267,27 @@ async function clearTelemetryForUser(
     return;
   }
 
+  const packageInstalls = await ctx.db
+    .query("userPackageInstalls")
+    .withIndex("by_user_lastSeenAt", (q) =>
+      q.eq("userId", params.userId).lte("lastSeenAt", params.clearStartedAt),
+    )
+    .take(CLEAR_INSTALLS_BATCH_SIZE);
+  for (const entry of packageInstalls) {
+    if (entry.metricRecordedAt !== undefined) {
+      await insertPackageInstallStatEvent(ctx, {
+        packageId: entry.packageId,
+        kind: "install_clear",
+        occurredAt: entry.metricRecordedAt,
+      });
+    }
+    await ctx.db.delete(entry._id);
+  }
+  if (packageInstalls.length === CLEAR_INSTALLS_BATCH_SIZE) {
+    await scheduleClearUserTelemetry(ctx, params.userId, params.clearStartedAt);
+    return;
+  }
+
   const dedupes = await ctx.db
     .query("installTelemetryDedupes")
     .withIndex("by_user_createdAt", (q) =>
diff --git a/docs/telemetry.md b/docs/telemetry.md
index 381c4379..9037a4f4 100644
--- a/docs/telemetry.md
+++ b/docs/telemetry.md
@@ -7,25 +7,27 @@ read_when:
 
 # Telemetry
 
-ClawHub uses minimal CLI telemetry to compute aggregate install counts.
+ClawHub uses minimal CLI telemetry to compute aggregate skill and plugin install counts.
 
 ## When telemetry is collected
 
 Telemetry is only sent when:
 
 - You are logged in in the CLI.
-- You run `clawhub install <slug>`.
+- You run `clawhub install <slug>`, or complete an authenticated
+  `openclaw plugins install clawhub:<package>` install.
 - Telemetry is **not disabled** (see “How to disable” below).
 
 If you are not logged in, nothing is reported.
 
 ## What we collect
 
-On each reported `clawhub install`, the CLI sends one best-effort install event.
+After a skill or plugin has installed and its local install record has been persisted, the CLI
+sends one best-effort install event.
 
 The event includes:
 
-- `slug`: the installed skill slug.
+- The installed skill slug or canonical plugin package name.
 - `version`: the installed version, when known.
 
 ### What we do _not_ collect
@@ -36,17 +38,22 @@ The event includes:
 
 ## Install counts
 
-ClawHub maintains aggregate counters per skill:
+For skills, ClawHub maintains:
 
 - `installsAllTime`: unique users who have reported at least one CLI install for the skill.
 - `installsCurrent`: unique users who have reported an install and have not deleted their
   telemetry.
 
+For plugins, ClawHub counts the first successful install reported by each user and package.
+Repeated installs and updates refresh the recorded version without increasing the aggregate
+install count.
+
 ## Transparency + user controls
 
 Everyone only sees **aggregated install counters**.
 
-Deleting your account also deletes your telemetry data.
+Deleting your account also deletes your telemetry data and removes its contribution from install
+counters.
 
 ## How to disable telemetry
 
diff --git a/packages/clawhub/src/schema/schemas.ts b/packages/clawhub/src/schema/schemas.ts
index 689360d6..026416d2 100644
--- a/packages/clawhub/src/schema/schemas.ts
+++ b/packages/clawhub/src/schema/schemas.ts
@@ -209,17 +209,23 @@ export const CliTelemetryInstallRequestSchema = type({
   // Deprecated compatibility fields accepted and ignored by the backend.
   rootId: "string?",
   rootLabel: "string?",
-}).or({
-  // Legacy bulk snapshots remain accepted while older CLIs are in circulation.
-  roots: type({
-    rootId: "string",
-    label: "string",
-    skills: type({
-      slug: "string",
-      version: "string|null?",
+})
+  .or({
+    event: '"plugin_install"',
+    packageName: "string",
+    version: "string?",
+  })
+  .or({
+    // Legacy bulk snapshots remain accepted while older CLIs are in circulation.
+    roots: type({
+      rootId: "string",
+      label: "string",
+      skills: type({
+        slug: "string",
+        version: "string|null?",
+      }).array(),
     }).array(),
-  }).array(),
-});
+  });
 export type CliTelemetryInstallRequest = (typeof CliTelemetryInstallRequestSchema)[inferred];
 
 export const ApiCliTelemetryInstallResponseSchema = type({
diff --git a/packages/schema/dist/schemas.d.ts b/packages/schema/dist/schemas.d.ts
index 3bad8e9e..bc03db30 100644
--- a/packages/schema/dist/schemas.d.ts
+++ b/packages/schema/dist/schemas.d.ts
@@ -204,6 +204,10 @@ export declare const CliTelemetryInstallRequestSchema: import("arktype/internal/
     version?: string | undefined;
     rootId?: string | undefined;
     rootLabel?: string | undefined;
+} | {
+    event: "plugin_install";
+    packageName: string;
+    version?: string | undefined;
 } | {
     roots: {
         rootId: string;
diff --git a/packages/schema/dist/schemas.js b/packages/schema/dist/schemas.js
index a532778c..1ea048db 100644
--- a/packages/schema/dist/schemas.js
+++ b/packages/schema/dist/schemas.js
@@ -182,7 +182,13 @@ export const CliTelemetryInstallRequestSchema = type({
     // Deprecated compatibility fields accepted and ignored by the backend.
     rootId: "string?",
     rootLabel: "string?",
-}).or({
+})
+    .or({
+    event: '"plugin_install"',
+    packageName: "string",
+    version: "string?",
+})
+    .or({
     // Legacy bulk snapshots remain accepted while older CLIs are in circulation.
     roots: type({
         rootId: "string",
diff --git a/packages/schema/dist/schemas.js.map b/packages/schema/dist/schemas.js.map
index ed2443ca..d6df7863 100644
--- a/packages/schema/dist/schemas.js.map
+++ b/packages/schema/dist/schemas.js.map
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/packages/schema/src/schemas.test.ts b/packages/schema/src/schemas.test.ts
index 1353877e..edd04d91 100644
--- a/packages/schema/src/schemas.test.ts
+++ b/packages/schema/src/schemas.test.ts
@@ -228,7 +228,7 @@ describe("clawhub-schema", () => {
     expect(blocked.ok).toBe(false);
   });
 
-  it("accepts current and legacy install telemetry payloads", () => {
+  it("accepts skill, plugin, and legacy install telemetry payloads", () => {
     const current = parseArk(
       CliTelemetryInstallRequestSchema,
       {
@@ -240,6 +240,15 @@ describe("clawhub-schema", () => {
       },
       "Install telemetry",
     );
+    const plugin = parseArk(
+      CliTelemetryInstallRequestSchema,
+      {
+        event: "plugin_install",
+        packageName: "@openclaw/voice-call",
+        version: "2026.7.23",
+      },
+      "Install telemetry",
+    );
     const legacy = parseArk(
       CliTelemetryInstallRequestSchema,
       {
@@ -260,6 +269,11 @@ describe("clawhub-schema", () => {
       ownerHandle: "alice",
       sourceRef: "skills-sh/alice/skills/demo",
     });
+    expect(plugin).toEqual({
+      event: "plugin_install",
+      packageName: "@openclaw/voice-call",
+      version: "2026.7.23",
+    });
     expect(legacy).toMatchObject({ roots: [{ rootId: "root" }] });
   });
 
diff --git a/packages/schema/src/schemas.ts b/packages/schema/src/schemas.ts
index f7e18199..089a9db9 100644
--- a/packages/schema/src/schemas.ts
+++ b/packages/schema/src/schemas.ts
@@ -210,17 +210,23 @@ export const CliTelemetryInstallRequestSchema = type({
   // Deprecated compatibility fields accepted and ignored by the backend.
   rootId: "string?",
   rootLabel: "string?",
-}).or({
-  // Legacy bulk snapshots remain accepted while older CLIs are in circulation.
-  roots: type({
-    rootId: "string",
-    label: "string",
-    skills: type({
-      slug: "string",
-      version: "string|null?",
+})
+  .or({
+    event: '"plugin_install"',
+    packageName: "string",
+    version: "string?",
+  })
+  .or({
+    // Legacy bulk snapshots remain accepted while older CLIs are in circulation.
+    roots: type({
+      rootId: "string",
+      label: "string",
+      skills: type({
+        slug: "string",
+        version: "string|null?",
+      }).array(),
     }).array(),
-  }).array(),
-});
+  });
 export type CliTelemetryInstallRequest = (typeof CliTelemetryInstallRequestSchema)[inferred];
 
 export const ApiCliTelemetryInstallResponseSchema = type({