diff --git a/cmd/update/update.go b/cmd/update/update.go
index a6accb1a2..7621c88dd 100644
--- a/cmd/update/update.go
+++ b/cmd/update/update.go
@@ -228,7 +228,7 @@ func doManualUpdate(opts *UpdateOptions, io *cmdutil.IOStreams, cur, latest stri
 	fmt.Fprintf(io.ErrOut, "  Release:   %s\n", releaseURL(latest))
 	fmt.Fprintf(io.ErrOut, "  Changelog: %s\n", changelogURL())
 	if detect.Method == selfupdate.InstallPnpm {
-		fmt.Fprintf(io.ErrOut, "\nOr install via pnpm (note: skills will not be synced):\n  pnpm add -g %s@%s\n  npx skills add larksuite/cli -y -g   # sync skills separately\n", selfupdate.NpmPackage, latest)
+		fmt.Fprintf(io.ErrOut, "\nOr install via pnpm (note: skills will not be synced):\n  pnpm add -g %s@%s\n  pnpm dlx skills add larksuite/cli -y -g   # sync skills separately\n", selfupdate.NpmPackage, latest)
 	} else {
 		fmt.Fprintf(io.ErrOut, "\nOr install via npm (note: skills will not be synced):\n  npm install -g %s@%s\n  npx skills add larksuite/cli -y -g   # sync skills separately\n", selfupdate.NpmPackage, latest)
 	}
diff --git a/internal/selfupdate/updater.go b/internal/selfupdate/updater.go
index 4c5367332..41f6be6cb 100644
--- a/internal/selfupdate/updater.go
+++ b/internal/selfupdate/updater.go
@@ -160,12 +160,17 @@ func detectFromResolved(resolved string, npmOnPath, pnpmOnPath bool) DetectResul
 	return d
 }
 
-// containsPnpmMarker reports whether the path contains pnpm's virtual-store
-// directory segment (".pnpm"), which distinguishes a pnpm global install from
-// an npm one. Both POSIX ("/.pnpm/") and Windows ("\.pnpm\") separators are
-// checked so the classification is OS-independent and unit-testable anywhere.
+// containsPnpmMarker reports whether the resolved binary path belongs to a
+// pnpm-managed install. pnpm exposes two layouts: the classic virtual store
+// (a ".pnpm" directory segment) and the global content-addressable store,
+// whose resolved path runs through pnpm's home directory (e.g.
+// "~/Library/pnpm/store/v11/links/...") — a "pnpm" directory segment with no
+// ".pnpm". Matching either "pnpm" or ".pnpm" as a path segment covers both.
+// Both POSIX ("/") and Windows ("\") separators are checked so the
+// classification is OS-independent and unit-testable anywhere.
 func containsPnpmMarker(p string) bool {
-	return strings.Contains(p, "/.pnpm/") || strings.Contains(p, `\.pnpm\`)
+	return strings.Contains(p, "/.pnpm/") || strings.Contains(p, `\.pnpm\`) ||
+		strings.Contains(p, "/pnpm/") || strings.Contains(p, `\pnpm\`)
 }
 
 // RunNpmInstall executes npm install -g @larksuite/cli@<version>.
@@ -312,19 +317,40 @@ func (u *Updater) runSkillsInstall(source string, nameList []string) *NpmResult
 	return u.runSkillsCommand(args...)
 }
 
+// skillsInvocation decides how to launch the `skills` CLI. When the lark-cli
+// itself was installed via pnpm and pnpm is available, it uses `pnpm dlx` so
+// pnpm-only environments (pnpm's standalone installer bundles Node without
+// putting npm/npx on PATH) can still sync skills after a self-update.
+// Otherwise it uses `npx`. The npx auto-confirm flag "-y", when present as the
+// leading arg, maps to `pnpm dlx`'s default non-interactive behavior and is
+// dropped for the pnpm launcher. Kept pure (no exec/PATH access) so the
+// launcher selection is unit-testable on any platform.
+func skillsInvocation(method InstallMethod, pnpmAvailable bool, args []string) (launcher string, rest []string) {
+	if method == InstallPnpm && pnpmAvailable {
+		r := args
+		if len(r) > 0 && r[0] == "-y" {
+			r = r[1:]
+		}
+		return "pnpm", append([]string{"dlx"}, r...)
+	}
+	return "npx", args
+}
+
 func (u *Updater) runSkillsCommand(args ...string) *NpmResult {
 	if u.SkillsCommandOverride != nil {
 		return u.SkillsCommandOverride(args...)
 	}
 	r := &NpmResult{}
-	npxPath, err := exec.LookPath("npx")
+	det := u.DetectInstallMethod()
+	launcher, cmdArgs := skillsInvocation(det.Method, det.PnpmAvailable, args)
+	binPath, err := exec.LookPath(launcher)
 	if err != nil {
-		r.Err = fmt.Errorf("npx not found in PATH: %w", err)
+		r.Err = fmt.Errorf("%s not found in PATH: %w", launcher, err)
 		return r
 	}
 	ctx, cancel := context.WithTimeout(context.Background(), skillsUpdateTimeout)
 	defer cancel()
-	cmd := exec.CommandContext(ctx, npxPath, args...)
+	cmd := exec.CommandContext(ctx, binPath, cmdArgs...)
 	cmd.Stdout = &r.Stdout
 	cmd.Stderr = &r.Stderr
 	r.Err = cmd.Run()
diff --git a/internal/selfupdate/updater_test.go b/internal/selfupdate/updater_test.go
index e26abf64b..5fe467650 100644
--- a/internal/selfupdate/updater_test.go
+++ b/internal/selfupdate/updater_test.go
@@ -377,11 +377,20 @@ func TestContainsPnpmMarker(t *testing.T) {
 		path string
 		want bool
 	}{
+		// Classic virtual-store layout (.pnpm segment).
 		{"/Users/x/Library/pnpm/global/5/node_modules/.pnpm/@larksuite+cli@1.0.44/node_modules/@larksuite/cli/bin/lark-cli", true},
-		{"/usr/local/lib/node_modules/@larksuite/cli/bin/lark-cli", false},
-		{"/opt/homebrew/.pnpmfoo/node_modules/@larksuite/cli/bin/lark-cli", false},
 		{`C:\Users\x\AppData\Local\pnpm\global\5\node_modules\.pnpm\@larksuite+cli@1.0.44\node_modules\@larksuite\cli\bin\lark-cli.exe`, true},
+		// Global content-addressable store layout (pnpm 11): resolved path runs
+		// through the pnpm home store, a "pnpm" segment with no ".pnpm".
+		{"/Users/x/Library/pnpm/store/v11/links/@larksuite/cli/1.0.59/abc123/node_modules/@larksuite/cli/bin/lark-cli", true},
+		{"/home/x/.local/share/pnpm/store/v10/@larksuite/cli/node_modules/@larksuite/cli/bin/lark-cli", true},
+		{`C:\Users\x\AppData\Local\pnpm\store\v11\links\@larksuite\cli\node_modules\@larksuite\cli\bin\lark-cli.exe`, true},
+		// npm and non-package installs — no pnpm/.pnpm segment.
+		{"/usr/local/lib/node_modules/@larksuite/cli/bin/lark-cli", false},
 		{"/usr/local/bin/lark-cli", false},
+		// Substrings that must NOT match: segment must be exactly pnpm/.pnpm.
+		{"/opt/homebrew/.pnpmfoo/node_modules/@larksuite/cli/bin/lark-cli", false},
+		{"/opt/pnpmfoo/node_modules/@larksuite/cli/bin/lark-cli", false},
 	}
 	for _, c := range cases {
 		if got := containsPnpmMarker(c.path); got != c.want {
@@ -454,3 +463,37 @@ func TestRunPnpmInstall_Error(t *testing.T) {
 		t.Errorf("err = %v, want %v", got.Err, wantErr)
 	}
 }
+
+func TestSkillsInvocation(t *testing.T) {
+	addArgs := []string{"-y", "skills", "add", "https://open.feishu.cn", "-g", "-y"}
+	cases := []struct {
+		name          string
+		method        InstallMethod
+		pnpmAvailable bool
+		args          []string
+		wantLauncher  string
+		wantRest      []string
+	}{
+		{"pnpm install + pnpm available → pnpm dlx, drop leading -y", InstallPnpm, true, addArgs,
+			"pnpm", []string{"dlx", "skills", "add", "https://open.feishu.cn", "-g", "-y"}},
+		{"pnpm install but pnpm unavailable → npx unchanged", InstallPnpm, false, addArgs,
+			"npx", addArgs},
+		{"npm install → npx unchanged", InstallNpm, false, addArgs,
+			"npx", addArgs},
+		{"manual install → npx unchanged", InstallManual, false, []string{"-y", "skills", "ls", "-g"},
+			"npx", []string{"-y", "skills", "ls", "-g"}},
+		{"pnpm without a leading -y → prepend dlx only", InstallPnpm, true, []string{"skills", "ls", "-g"},
+			"pnpm", []string{"dlx", "skills", "ls", "-g"}},
+	}
+	for _, c := range cases {
+		t.Run(c.name, func(t *testing.T) {
+			gotLauncher, gotRest := skillsInvocation(c.method, c.pnpmAvailable, c.args)
+			if gotLauncher != c.wantLauncher {
+				t.Errorf("launcher = %q, want %q", gotLauncher, c.wantLauncher)
+			}
+			if strings.Join(gotRest, " ") != strings.Join(c.wantRest, " ") {
+				t.Errorf("rest = %v, want %v", gotRest, c.wantRest)
+			}
+		})
+	}
+}