diff --git a/CHANGELOG.md b/CHANGELOG.md
index 0fa0ce5..314e20a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,10 @@
 # CHANGELOG - go/service
 
+## v1.5.23 (2026-08-17)
+- **流式响应**: `Response.Write` 保持直接写入和实时 Flush，不再因服务注册了输出过滤器而被统一缓冲。
+- **显式过滤**: 新增 `Response.WriteFiltered`，静态文件等确实需要输出过滤器处理的内容可显式进入缓冲流程。
+- **低代码字节桥接**: 新增 `Response.WriteBytes`，可将动态运行时的字节数组无损写入 SSE 或二进制响应。
+
 ## v1.5.22 (2026-07-19)
 - **服务发现升级**: 升级 `discover` 至 `v1.5.8`，继承 Redis 类型化注册、心跳、注销和节点拉取流程。
 - **依赖对齐**: 随模块图同步升级 `cast`、`config`、`crypto`、`encoding`、`file`、`http`、`id`、`log`、`rand`、`safe`、`shell` 的 patch 版本。
diff --git a/README.md b/README.md
index 096879a..fe06006 100644
--- a/README.md
+++ b/README.md
@@ -80,6 +80,8 @@ func main() {
 - **文档生成**: `service.MakeDocument()` 返回全量接口描述
 - **依赖注入**: `service.GetInjectT[T]()` 快速获取已注入的对象或组件
 
+低代码需要转发二进制或 SSE 流时，使用 `response.WriteBytes(chunk)` 原样写入动态运行时提供的字节数组；文本输出继续使用 `response.WriteString(text)`。`Write`、`WriteBytes` 和 `WriteString` 都直接写入响应并保持流式行为，不会被全局输出过滤器强制缓冲；确实需要过滤器处理的内容应显式使用 `response.WriteFiltered(bytes)`。
+
 ## 配置指南 (ServiceConfig)
 
 详细配置项可查阅 `config.go` 中的 `ServiceConfig` 结构。通过 `config.Load` 支持从 `env.yml` 或环境变量加载。
diff --git a/TEST.md b/TEST.md
index d9fff29..d5ad337 100644
--- a/TEST.md
+++ b/TEST.md
@@ -1,5 +1,11 @@
 # Service Module Test Report
 
+## v1.5.23 验证
+- `TestResponseWriteBytes` 验证动态字节数组写入时保持 UTF-8 内容不变。
+- `TestResponseWriteBypassesOutputFilterBuffer` 验证直接响应即使存在输出过滤器也保持实时写入。
+- `TestResponseWriteFilteredOptsIntoOutputFilterBuffer` 验证显式过滤写入仍可由静态 HTML 注入等后置过滤器处理。
+- `go test -v ./...` 与 `go test -bench=. ./...` 全部通过。
+
 ## v1.5.22 验证
 - `go list -m all`：模块图使用 `discover v1.5.8`、`redis v1.5.11` 与稳定版 `redigo v1.9.3`。
 - `go test -v ./...` 与 `go test -bench=. ./...` 全部通过。
@@ -9,9 +15,9 @@
 - `go test -v ./...` 与 `go test -bench=. ./...` 全部通过。
 
 ## 性能测试 (Benchmark)
-- 测试日期: 2026-07-19
-- 版本: v1.5.22
-- 指标: `BenchmarkRouting`: **2269 ns/op**
+- 测试日期: 2026-08-17
+- 版本: v1.5.23
+- 指标: `BenchmarkRouting`: **2312 ns/op**
 - 环境: Darwin / Apple M3 Max
 
 ## 单元测试覆盖 (Unit Test)
@@ -39,6 +45,7 @@
 - [x] Client Keys: Device-Id/Session-Id 应答头条件化（请求有则不应答）、静态文件/WebSocket 仅 Cookie
 - [x] Cookie 头智能过滤: 排除列表中 key 从 Cookie 内容中剔除，保留业务 Cookie
 - [x] Response Body: 200 响应和 dev 模式下 keepBody 捕获
+- [x] Response Dynamic Bytes: 低代码动态数组通过 `WriteBytes` 写入时保持 UTF-8 字节不变
 
 ## 基础设施对齐验证
 - [x] 成功集成 `apigo.cc/go/cast` 用于参数解析与类型强转。
diff --git a/handler.go b/handler.go
index 1c25bae..6b69d31 100644
--- a/handler.go
+++ b/handler.go
@@ -204,7 +204,12 @@ func (rh *RouteHandler) ServeHTTP(w http.ResponseWriter, r *http.Request) {
 	}
 
 filter:
-	// 7. 后置过滤器 (即使 response.changed 也要执行，比如静态文件的 HTML 注入)
+	// Direct response writes are already on the wire and intentionally bypass
+	// output filters. Static responses opt in through WriteFiltered.
+	if response.changed && !response.filteredWrite && result == nil {
+		return
+	}
+	// 7. 后置过滤器
 	for _, filter := range ws.outFilters {
 		newResult, done := filter(args, request, response, result, requestLogger)
 		if newResult != nil {
@@ -223,7 +228,7 @@ filter:
 		// 过滤器模式：所有内容都应该从 result 或 response.body 中写出
 		if result != nil {
 			outputResult(response, result)
-		} else if response.changed {
+		} else if response.filteredWrite {
 			response.PhysicalWrite(response.body)
 		}
 	} else {
diff --git a/response.go b/response.go
index 9b61c8e..09fb968 100644
--- a/response.go
+++ b/response.go
@@ -4,8 +4,10 @@ import (
 	"apigo.cc/go/cast"
 	"apigo.cc/go/file"
 	"apigo.cc/go/jsmod"
+	"fmt"
 	"io"
 	"net/http"
+	"reflect"
 )
 
 // Response 封装 http.ResponseWriter
@@ -13,14 +15,15 @@ type Response struct {
 	Id            string
 	Writer        http.ResponseWriter `js:"-"`
 	Code          int
-	body          []byte              `js:"-"`
-	outLen        int                 `js:"-"`
-	changed       bool                `js:"-"`
-	headerWritten bool                `js:"-"`
-	dontLog200    bool                `js:"-"`
-	dontLogArgs   []string            `js:"-"`
-	ProxyHeader   *http.Header        `js:"-"`
-	server        *WebServer          `js:"-"`
+	body          []byte       `js:"-"`
+	outLen        int          `js:"-"`
+	changed       bool         `js:"-"`
+	filteredWrite bool         `js:"-"`
+	headerWritten bool         `js:"-"`
+	dontLog200    bool         `js:"-"`
+	dontLogArgs   []string     `js:"-"`
+	ProxyHeader   *http.Header `js:"-"`
+	server        *WebServer   `js:"-"`
 }
 
 func (r *Response) SetCookie(cookie *Cookie) {
@@ -61,12 +64,6 @@ func (r *Response) Write(bytes []byte) (int, error) {
 	r.changed = true
 	r.outLen += len(bytes)
 
-	// 如果有输出过滤器，我们必须先缓冲，不能直接写入网线，否则会导致重复输出
-	if r.server != nil && r.server.hasOutFilter {
-		r.body = append(r.body, bytes...)
-		return len(bytes), nil
-	}
-
 	// 缓冲 body 用于日志记录
 	r.keepBody(bytes)
 
@@ -80,6 +77,81 @@ func (r *Response) Write(bytes []byte) (int, error) {
 	return n, nil
 }
 
+// WriteFiltered buffers bytes for registered output filters. Direct Write calls
+// remain streamable and bypass output filters.
+func (r *Response) WriteFiltered(bytes []byte) (int, error) {
+	if r.server == nil || !r.server.hasOutFilter {
+		return r.Write(bytes)
+	}
+	r.checkWriteHeader()
+	r.changed = true
+	r.filteredWrite = true
+	r.outLen += len(bytes)
+	r.body = append(r.body, bytes...)
+	return len(bytes), nil
+}
+
+// WriteBytes writes a byte array received through a dynamic runtime without
+// converting its bytes to text first. This keeps UTF-8 stream chunks intact.
+func (r *Response) WriteBytes(value any) (int, error) {
+	bytes, err := responseBytes(value)
+	if err != nil {
+		return 0, jsmod.MakeError(err)
+	}
+	return r.Write(bytes)
+}
+
+func responseBytes(value any) ([]byte, error) {
+	if value == nil {
+		return nil, nil
+	}
+	if bytes, ok := value.([]byte); ok {
+		return bytes, nil
+	}
+	if text, ok := value.(string); ok {
+		return []byte(text), nil
+	}
+
+	rv := reflect.ValueOf(value)
+	if rv.Kind() != reflect.Array && rv.Kind() != reflect.Slice {
+		return nil, fmt.Errorf("response bytes must be a string or byte array, got %T", value)
+	}
+	bytes := make([]byte, rv.Len())
+	for i := 0; i < rv.Len(); i++ {
+		item := rv.Index(i)
+		for item.IsValid() && (item.Kind() == reflect.Interface || item.Kind() == reflect.Pointer) {
+			if item.IsNil() {
+				return nil, fmt.Errorf("response byte at index %d is nil", i)
+			}
+			item = item.Elem()
+		}
+		if !item.IsValid() {
+			return nil, fmt.Errorf("response byte at index %d is nil", i)
+		}
+		switch item.Kind() {
+		case reflect.Uint, reflect.Uint8, reflect.Uint16, reflect.Uint32, reflect.Uint64:
+			if item.Uint() > 255 {
+				return nil, fmt.Errorf("response byte at index %d is out of range", i)
+			}
+			bytes[i] = byte(item.Uint())
+		case reflect.Int, reflect.Int8, reflect.Int16, reflect.Int32, reflect.Int64:
+			if item.Int() < 0 || item.Int() > 255 {
+				return nil, fmt.Errorf("response byte at index %d is out of range", i)
+			}
+			bytes[i] = byte(item.Int())
+		case reflect.Float32, reflect.Float64:
+			n := item.Float()
+			if n < 0 || n > 255 || n != float64(byte(n)) {
+				return nil, fmt.Errorf("response byte at index %d is out of range", i)
+			}
+			bytes[i] = byte(n)
+		default:
+			return nil, fmt.Errorf("response byte at index %d has type %s", i, item.Kind())
+		}
+	}
+	return bytes, nil
+}
+
 // keepBody 缓冲数据用于日志记录，限制大小防止内存问题
 func (r *Response) keepBody(bytes []byte) {
 	maxBuf := 200
diff --git a/response_test.go b/response_test.go
new file mode 100644
index 0000000..2003f9f
--- /dev/null
+++ b/response_test.go
@@ -0,0 +1,44 @@
+package service
+
+import (
+	"net/http/httptest"
+	"testing"
+)
+
+func TestResponseWriteBytes(t *testing.T) {
+	recorder := httptest.NewRecorder()
+	response := NewResponse(recorder, nil)
+	want := "data: 第一条\n\n"
+	input := make([]any, len([]byte(want)))
+	for i, value := range []byte(want) {
+		input[i] = int64(value)
+	}
+	if _, err := response.WriteBytes(input); err != nil {
+		t.Fatal(err)
+	}
+	if got := recorder.Body.String(); got != want {
+		t.Fatalf("body = %q, want %q", got, want)
+	}
+}
+
+func TestResponseWriteBypassesOutputFilterBuffer(t *testing.T) {
+	recorder := httptest.NewRecorder()
+	response := NewResponse(recorder, &WebServer{hasOutFilter: true})
+	if _, err := response.Write([]byte("stream")); err != nil {
+		t.Fatal(err)
+	}
+	if recorder.Body.String() != "stream" || response.filteredWrite {
+		t.Fatalf("direct write was buffered: wire=%q buffer=%q", recorder.Body.String(), response.body)
+	}
+}
+
+func TestResponseWriteFilteredOptsIntoOutputFilterBuffer(t *testing.T) {
+	recorder := httptest.NewRecorder()
+	response := NewResponse(recorder, &WebServer{hasOutFilter: true})
+	if _, err := response.WriteFiltered([]byte("html")); err != nil {
+		t.Fatal(err)
+	}
+	if recorder.Body.Len() != 0 || !response.filteredWrite || string(response.body) != "html" {
+		t.Fatalf("filtered write was not buffered: wire=%q buffer=%q", recorder.Body.String(), response.body)
+	}
+}
diff --git a/static.go b/static.go
index 9a43edb..c364b21 100644
--- a/static.go
+++ b/static.go
@@ -116,7 +116,7 @@ func (ws *WebServer) processStatic(requestPath string, request *Request, respons
 		if len(indexFiles) == 0 {
 			indexFiles = []string{"index.html", "index.htm"}
 		}
-		
+
 		for _, indexFile := range indexFiles {
 			f := filepath.Join(filePath, indexFile)
 			if i := file.GetFileInfo(f); i != nil && !i.IsDir {
@@ -159,6 +159,6 @@ func (ws *WebServer) processStatic(requestPath string, request *Request, respons
 		return false
 	}
 
-	_, _ = response.Write(data)
+	_, _ = response.WriteFiltered(data)
 	return true
 }