diff --git a/internal/cli/canonical.go b/internal/cli/canonical.go
index 1869b5b5..cf3c341a 100644
--- a/internal/cli/canonical.go
+++ b/internal/cli/canonical.go
@@ -307,6 +307,23 @@ func newToolCommand(product ir.CanonicalProduct, tool ir.ToolDescriptor, runner
 			if err != nil {
 				return apperrors.NewInternal("failed to read --json")
 			}
+
+			// Support @file syntax for --json: read file contents as JSON payload.
+			if content, isFile, fileErr := ReadFileArg(jsonPayload); fileErr != nil {
+				return fileErr
+			} else if isFile {
+				jsonPayload = content
+			}
+
+			// Support stdin pipe: if no --json given, read from pipe.
+			if jsonPayload == "" {
+				if stdinData, stdinErr := ReadStdinIfPiped(); stdinErr != nil {
+					return stdinErr
+				} else if stdinData != "" {
+					jsonPayload = stdinData
+				}
+			}
+
 			paramsPayload, err := cmd.Flags().GetString("params")
 			if err != nil {
 				return apperrors.NewInternal("failed to read --params")
diff --git a/internal/cli/stdin.go b/internal/cli/stdin.go
new file mode 100644
index 00000000..35d9a922
--- /dev/null
+++ b/internal/cli/stdin.go
@@ -0,0 +1,76 @@
+// Copyright 2026 Alibaba Group
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package cli
+
+import (
+	"io"
+	"os"
+	"strings"
+
+	apperrors "github.com/DingTalk-Real-AI/dingtalk-workspace-cli/internal/errors"
+)
+
+const (
+	// maxStdinSize limits the amount of data read from stdin or @file
+	// to prevent memory exhaustion from accidental large pipes.
+	maxStdinSize = 10 * 1024 * 1024 // 10 MB
+)
+
+// ReadStdinIfPiped reads all data from stdin if it is a pipe (not a terminal).
+// Returns empty string if stdin is a terminal or has no data.
+func ReadStdinIfPiped() (string, error) {
+	info, err := os.Stdin.Stat()
+	if err != nil {
+		return "", nil
+	}
+	// Check if stdin is a pipe (not a character device / terminal).
+	if info.Mode()&os.ModeCharDevice != 0 {
+		return "", nil
+	}
+	data, err := io.ReadAll(io.LimitReader(os.Stdin, maxStdinSize+1))
+	if err != nil {
+		return "", apperrors.NewValidation("failed to read stdin: " + err.Error())
+	}
+	if int64(len(data)) > maxStdinSize {
+		return "", apperrors.NewValidation("stdin input exceeds 10 MB limit")
+	}
+	return string(data), nil
+}
+
+// ReadFileArg reads the contents of a file referenced by the @filename syntax.
+// Returns the original value unchanged if it does not start with "@".
+// Returns an error if the file cannot be read or exceeds the size limit.
+func ReadFileArg(value string) (string, bool, error) {
+	if !strings.HasPrefix(value, "@") {
+		return value, false, nil
+	}
+	path := value[1:]
+	if path == "" {
+		return "", false, apperrors.NewValidation("@file: filename must not be empty")
+	}
+
+	info, err := os.Stat(path)
+	if err != nil {
+		return "", false, apperrors.NewValidation("@file: " + err.Error())
+	}
+	if info.Size() > maxStdinSize {
+		return "", false, apperrors.NewValidation("@file: file exceeds 10 MB limit")
+	}
+
+	data, err := os.ReadFile(path)
+	if err != nil {
+		return "", false, apperrors.NewValidation("@file: " + err.Error())
+	}
+	return string(data), true, nil
+}
diff --git a/internal/cli/stdin_test.go b/internal/cli/stdin_test.go
new file mode 100644
index 00000000..0d0cfb30
--- /dev/null
+++ b/internal/cli/stdin_test.go
@@ -0,0 +1,105 @@
+// Copyright 2026 Alibaba Group
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package cli
+
+import (
+	"os"
+	"path/filepath"
+	"strings"
+	"testing"
+)
+
+func TestReadFileArgPlainValue(t *testing.T) {
+	t.Parallel()
+	val, isFile, err := ReadFileArg("hello world")
+	if err != nil {
+		t.Fatalf("unexpected error: %v", err)
+	}
+	if isFile {
+		t.Error("plain value should not be detected as file")
+	}
+	if val != "hello world" {
+		t.Errorf("got %q, want %q", val, "hello world")
+	}
+}
+
+func TestReadFileArgReadsFile(t *testing.T) {
+	t.Parallel()
+
+	dir := t.TempDir()
+	path := filepath.Join(dir, "input.txt")
+	os.WriteFile(path, []byte(`{"title":"test"}`), 0o644)
+
+	val, isFile, err := ReadFileArg("@" + path)
+	if err != nil {
+		t.Fatalf("unexpected error: %v", err)
+	}
+	if !isFile {
+		t.Error("@file value should be detected as file")
+	}
+	if val != `{"title":"test"}` {
+		t.Errorf("got %q, want %q", val, `{"title":"test"}`)
+	}
+}
+
+func TestReadFileArgEmptyFilename(t *testing.T) {
+	t.Parallel()
+	_, _, err := ReadFileArg("@")
+	if err == nil {
+		t.Fatal("expected error for empty filename")
+	}
+	if !strings.Contains(err.Error(), "must not be empty") {
+		t.Errorf("unexpected error: %v", err)
+	}
+}
+
+func TestReadFileArgMissingFile(t *testing.T) {
+	t.Parallel()
+	_, _, err := ReadFileArg("@/nonexistent/path/file.txt")
+	if err == nil {
+		t.Fatal("expected error for missing file")
+	}
+}
+
+func TestReadFileArgSizeLimit(t *testing.T) {
+	t.Parallel()
+
+	dir := t.TempDir()
+	path := filepath.Join(dir, "huge.txt")
+	// Create a file slightly over maxStdinSize (write 10MB + 1 byte)
+	f, _ := os.Create(path)
+	data := strings.Repeat("x", maxStdinSize+1)
+	f.WriteString(data)
+	f.Close()
+
+	_, _, err := ReadFileArg("@" + path)
+	if err == nil {
+		t.Fatal("expected error for oversized file")
+	}
+	if !strings.Contains(err.Error(), "10 MB") {
+		t.Errorf("unexpected error: %v", err)
+	}
+}
+
+func TestReadStdinIfPipedReturnsEmptyForTerminal(t *testing.T) {
+	// This test runs in a terminal context (go test), so stdin is a terminal.
+	// ReadStdinIfPiped should return empty string.
+	val, err := ReadStdinIfPiped()
+	if err != nil {
+		t.Fatalf("unexpected error: %v", err)
+	}
+	if val != "" {
+		t.Errorf("expected empty string for terminal stdin, got %q", val)
+	}
+}