diff --git a/core/logx/tracelogger.go b/core/logx/contextlogger.go
similarity index 56%
rename from core/logx/tracelogger.go
rename to core/logx/contextlogger.go
index 896bf21d..2aec407c 100644
--- a/core/logx/tracelogger.go
+++ b/core/logx/contextlogger.go
@@ -11,65 +11,65 @@ import (
 
 // WithContext sets ctx to log, for keeping tracing information.
 func WithContext(ctx context.Context) Logger {
-	return &traceLogger{
+	return &contextLogger{
 		ctx: ctx,
 	}
 }
 
-type traceLogger struct {
+type contextLogger struct {
 	logEntry
 	ctx context.Context
 }
 
-func (l *traceLogger) Error(v ...interface{}) {
+func (l *contextLogger) Error(v ...interface{}) {
 	l.err(fmt.Sprint(v...))
 }
 
-func (l *traceLogger) Errorf(format string, v ...interface{}) {
+func (l *contextLogger) Errorf(format string, v ...interface{}) {
 	l.err(fmt.Sprintf(format, v...))
 }
 
-func (l *traceLogger) Errorv(v interface{}) {
+func (l *contextLogger) Errorv(v interface{}) {
 	l.err(fmt.Sprint(v))
 }
 
-func (l *traceLogger) Errorw(msg string, fields ...LogField) {
+func (l *contextLogger) Errorw(msg string, fields ...LogField) {
 	l.err(msg, fields...)
 }
 
-func (l *traceLogger) Info(v ...interface{}) {
+func (l *contextLogger) Info(v ...interface{}) {
 	l.info(fmt.Sprint(v...))
 }
 
-func (l *traceLogger) Infof(format string, v ...interface{}) {
+func (l *contextLogger) Infof(format string, v ...interface{}) {
 	l.info(fmt.Sprintf(format, v...))
 }
 
-func (l *traceLogger) Infov(v interface{}) {
+func (l *contextLogger) Infov(v interface{}) {
 	l.info(v)
 }
 
-func (l *traceLogger) Infow(msg string, fields ...LogField) {
+func (l *contextLogger) Infow(msg string, fields ...LogField) {
 	l.info(msg, fields...)
 }
 
-func (l *traceLogger) Slow(v ...interface{}) {
+func (l *contextLogger) Slow(v ...interface{}) {
 	l.slow(fmt.Sprint(v...))
 }
 
-func (l *traceLogger) Slowf(format string, v ...interface{}) {
+func (l *contextLogger) Slowf(format string, v ...interface{}) {
 	l.slow(fmt.Sprintf(format, v...))
 }
 
-func (l *traceLogger) Slowv(v interface{}) {
+func (l *contextLogger) Slowv(v interface{}) {
 	l.slow(v)
 }
 
-func (l *traceLogger) Sloww(msg string, fields ...LogField) {
+func (l *contextLogger) Sloww(msg string, fields ...LogField) {
 	l.slow(msg, fields...)
 }
 
-func (l *traceLogger) WithContext(ctx context.Context) Logger {
+func (l *contextLogger) WithContext(ctx context.Context) Logger {
 	if ctx == nil {
 		return l
 	}
@@ -78,40 +78,49 @@ func (l *traceLogger) WithContext(ctx context.Context) Logger {
 	return l
 }
 
-func (l *traceLogger) WithDuration(duration time.Duration) Logger {
+func (l *contextLogger) WithDuration(duration time.Duration) Logger {
 	l.Duration = timex.ReprOfDuration(duration)
 	return l
 }
 
-func (l *traceLogger) buildFields(fields ...LogField) []LogField {
+func (l *contextLogger) buildFields(fields ...LogField) []LogField {
 	if len(l.Duration) > 0 {
 		fields = append(fields, Field(durationKey, l.Duration))
 	}
+
 	traceID := traceIdFromContext(l.ctx)
 	if len(traceID) > 0 {
 		fields = append(fields, Field(traceKey, traceID))
 	}
+
 	spanID := spanIdFromContext(l.ctx)
 	if len(spanID) > 0 {
 		fields = append(fields, Field(spanKey, spanID))
 	}
 
+	val := l.ctx.Value(fieldsContextKey)
+	if val != nil {
+		if arr, ok := val.([]LogField); ok {
+			fields = append(fields, arr...)
+		}
+	}
+
 	return fields
 }
 
-func (l *traceLogger) err(v interface{}, fields ...LogField) {
+func (l *contextLogger) err(v interface{}, fields ...LogField) {
 	if shallLog(ErrorLevel) {
 		getWriter().Error(v, l.buildFields(fields...)...)
 	}
 }
 
-func (l *traceLogger) info(v interface{}, fields ...LogField) {
+func (l *contextLogger) info(v interface{}, fields ...LogField) {
 	if shallLog(InfoLevel) {
 		getWriter().Info(v, l.buildFields(fields...)...)
 	}
 }
 
-func (l *traceLogger) slow(v interface{}, fields ...LogField) {
+func (l *contextLogger) slow(v interface{}, fields ...LogField) {
 	if shallLog(ErrorLevel) {
 		getWriter().Slow(v, l.buildFields(fields...)...)
 	}
diff --git a/core/logx/tracelogger_test.go b/core/logx/contextlogger_test.go
similarity index 92%
rename from core/logx/tracelogger_test.go
rename to core/logx/contextlogger_test.go
index fc5964ea..a621bdfd 100644
--- a/core/logx/tracelogger_test.go
+++ b/core/logx/contextlogger_test.go
@@ -192,6 +192,25 @@ func TestTraceWithoutContext(t *testing.T) {
 	validate(t, w.String(), false, false)
 }
 
+func TestLogWithFields(t *testing.T) {
+	w := new(mockWriter)
+	old := writer.Swap(w)
+	writer.lock.RLock()
+	defer func() {
+		writer.lock.RUnlock()
+		writer.Store(old)
+	}()
+
+	ctx := WithFields(context.Background(), Field("foo", "bar"))
+	l := WithContext(ctx)
+	SetLevel(InfoLevel)
+	l.Info(testlog)
+
+	var val mockValue
+	assert.Nil(t, json.Unmarshal([]byte(w.String()), &val))
+	assert.Equal(t, "bar", val.Foo)
+}
+
 func validate(t *testing.T, body string, expectedTrace, expectedSpan bool) {
 	var val mockValue
 	dec := json.NewDecoder(strings.NewReader(body))
@@ -217,4 +236,5 @@ func validate(t *testing.T, body string, expectedTrace, expectedSpan bool) {
 type mockValue struct {
 	Trace string `json:"trace"`
 	Span  string `json:"span"`
+	Foo   string `json:"foo"`
 }
diff --git a/core/logx/durationlogger.go b/core/logx/durationlogger.go
index bf51d342..a9c3e500 100644
--- a/core/logx/durationlogger.go
+++ b/core/logx/durationlogger.go
@@ -66,7 +66,7 @@ func (l *durationLogger) Sloww(msg string, fields ...LogField) {
 }
 
 func (l *durationLogger) WithContext(ctx context.Context) Logger {
-	return &traceLogger{
+	return &contextLogger{
 		ctx: ctx,
 		logEntry: logEntry{
 			Duration: l.Duration,
diff --git a/core/logx/fields.go b/core/logx/fields.go
new file mode 100644
index 00000000..91958720
--- /dev/null
+++ b/core/logx/fields.go
@@ -0,0 +1,18 @@
+package logx
+
+import "context"
+
+var fieldsContextKey contextKey
+
+type contextKey struct{}
+
+// WithFields returns a new context with the given fields.
+func WithFields(ctx context.Context, fields ...LogField) context.Context {
+	if val := ctx.Value(fieldsContextKey); val != nil {
+		if arr, ok := val.([]LogField); ok {
+			return context.WithValue(ctx, fieldsContextKey, append(arr, fields...))
+		}
+	}
+
+	return context.WithValue(ctx, fieldsContextKey, fields)
+}
diff --git a/core/logx/fields_test.go b/core/logx/fields_test.go
new file mode 100644
index 00000000..c447526f
--- /dev/null
+++ b/core/logx/fields_test.go
@@ -0,0 +1,35 @@
+package logx
+
+import (
+	"context"
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+)
+
+func TestWithFields(t *testing.T) {
+	ctx := WithFields(context.Background(), Field("a", 1), Field("b", 2))
+	vals := ctx.Value(fieldsContextKey)
+	assert.NotNil(t, vals)
+	fields, ok := vals.([]LogField)
+	assert.True(t, ok)
+	assert.EqualValues(t, []LogField{Field("a", 1), Field("b", 2)}, fields)
+}
+
+func TestWithFieldsAppend(t *testing.T) {
+	var dummyKey struct{}
+	ctx := context.WithValue(context.Background(), dummyKey, "dummy")
+	ctx = WithFields(ctx, Field("a", 1), Field("b", 2))
+	ctx = WithFields(ctx, Field("c", 3), Field("d", 4))
+	vals := ctx.Value(fieldsContextKey)
+	assert.NotNil(t, vals)
+	fields, ok := vals.([]LogField)
+	assert.True(t, ok)
+	assert.Equal(t, "dummy", ctx.Value(dummyKey))
+	assert.EqualValues(t, []LogField{
+		Field("a", 1),
+		Field("b", 2),
+		Field("c", 3),
+		Field("d", 4),
+	}, fields)
+}