diff --git a/pkg/agent/adapters/messagebus.go b/pkg/agent/adapters/messagebus.go
index ccae7e8bc..7284c5972 100644
--- a/pkg/agent/adapters/messagebus.go
+++ b/pkg/agent/adapters/messagebus.go
@@ -34,3 +34,7 @@ func (a *messageBusAdapter) PublishOutboundMedia(ctx context.Context, msg bus.Ou
 func (a *messageBusAdapter) InboundChan() <-chan bus.InboundMessage {
 	return a.inner.InboundChan()
 }
+
+func (a *messageBusAdapter) GetStreamer(ctx context.Context, channel, chatID string) (bus.Streamer, bool) {
+	return a.inner.GetStreamer(ctx, channel, chatID)
+}
diff --git a/pkg/agent/agent.go b/pkg/agent/agent.go
index 5749149c1..4a90f35ec 100644
--- a/pkg/agent/agent.go
+++ b/pkg/agent/agent.go
@@ -560,11 +560,33 @@ func (al *AgentLoop) runAgentLoop(
 		newTurnContext(opts.Dispatch.InboundContext, opts.Dispatch.RouteResult, opts.Dispatch.SessionScope),
 	)
 	ts := newTurnState(agent, opts, turnScope)
+
+	// Acquire streamer if channel supports streaming
+	shouldStream := opts.SendResponse || opts.AllowInterimPicoPublish
+	if al.bus != nil && shouldStream && opts.Dispatch.Channel() != "" {
+		if streamer, ok := al.bus.GetStreamer(ctx, opts.Dispatch.Channel(), opts.Dispatch.ChatID()); ok {
+			ts.setStreamer(streamer)
+			logger.DebugCF("agent", "Streaming enabled for turn", map[string]any{
+				"channel": opts.Dispatch.Channel(),
+				"chat_id": opts.Dispatch.ChatID(),
+			})
+		}
+	}
+
 	pipeline := NewPipeline(al)
 	result, err := al.runTurn(ctx, ts, pipeline)
 	if err != nil {
+		if ts.getStreamer() != nil {
+			ts.cancelStreamer(ctx)
+		}
 		return "", err
 	}
+
+	// Handle streamer cleanup on abort or error
+	if ts.getStreamer() != nil && (result.status == TurnEndStatusAborted || result.status == TurnEndStatusError) {
+		ts.cancelStreamer(ctx)
+	}
+
 	if result.status == TurnEndStatusAborted {
 		return "", nil
 	}
@@ -579,7 +601,8 @@ func (al *AgentLoop) runAgentLoop(
 		}
 	}
 
-	if opts.SendResponse && result.finalContent != "" {
+	// Only publish via bus if not already streamed
+	if opts.SendResponse && result.finalContent != "" && !ts.wasStreamed() {
 		agentID, sessionKey, scope := outboundTurnMetadata(
 			agent.ID,
 			opts.Dispatch.SessionKey,
diff --git a/pkg/agent/agent_outbound.go b/pkg/agent/agent_outbound.go
index f4a01adfd..f8155be9d 100644
--- a/pkg/agent/agent_outbound.go
+++ b/pkg/agent/agent_outbound.go
@@ -223,6 +223,12 @@ func (al *AgentLoop) publishPicoToolCallInterim(
 			"chat_id": ts.chatID,
 			"error":   err.Error(),
 		})
+	} else if err == nil {
+		logger.InfoCF("agent", "Published pico tool calls", map[string]any{
+			"channel":    ts.channel,
+			"chat_id":    ts.chatID,
+			"tool_count": len(visibleToolCalls),
+		})
 	}
 }
 
diff --git a/pkg/agent/interfaces/interfaces.go b/pkg/agent/interfaces/interfaces.go
index 2efec05e1..3c4a9669d 100644
--- a/pkg/agent/interfaces/interfaces.go
+++ b/pkg/agent/interfaces/interfaces.go
@@ -23,6 +23,10 @@ type MessageBus interface {
 
 	// InboundChan returns the channel for receiving inbound messages.
 	InboundChan() <-chan bus.InboundMessage
+
+	// GetStreamer returns a Streamer for the given channel+chatID if the channel
+	// supports streaming.
+	GetStreamer(ctx context.Context, channel, chatID string) (bus.Streamer, bool)
 }
 
 // ChannelManager manages channel lifecycle and provides channel access.
diff --git a/pkg/agent/pipeline_llm.go b/pkg/agent/pipeline_llm.go
index 3a3c496f6..daa1d561f 100644
--- a/pkg/agent/pipeline_llm.go
+++ b/pkg/agent/pipeline_llm.go
@@ -10,6 +10,7 @@ import (
 	"strings"
 	"time"
 
+	"github.com/sipeed/picoclaw/pkg/bus"
 	"github.com/sipeed/picoclaw/pkg/constants"
 	runtimeevents "github.com/sipeed/picoclaw/pkg/events"
 	"github.com/sipeed/picoclaw/pkg/logger"
@@ -144,7 +145,7 @@ func (p *Pipeline) CallLLM(
 		})
 
 	// LLM call closure with fallback support
-	callLLM := func(messagesForCall []providers.Message, toolDefsForCall []providers.ToolDefinition) (*providers.LLMResponse, error) {
+	callLLM := func(messagesForCall []providers.Message, toolDefsForCall []providers.ToolDefinition, streamer bus.Streamer) (*providers.LLMResponse, error) {
 		providerCtx, providerCancel := context.WithCancel(turnCtx)
 		ts.setProviderCancel(providerCancel)
 		defer func() {
@@ -155,6 +156,19 @@ func (p *Pipeline) CallLLM(
 		al.activeRequests.Add(1)
 		defer al.activeRequests.Done()
 
+		// Use streaming if available (provider handles tool calls in stream)
+		useStreaming := streamer != nil
+		if sp, ok := exec.activeProvider.(providers.StreamingProvider); ok && useStreaming {
+			onChunk := func(accumulated string) {
+				if err := streamer.Update(providerCtx, accumulated); err != nil {
+					logger.DebugCF("agent", "Streaming update failed", map[string]any{
+						"error": err.Error(),
+					})
+				}
+			}
+			return sp.ChatStream(providerCtx, messagesForCall, toolDefsForCall, exec.llmModel, exec.llmOpts, onChunk)
+		}
+
 		if len(exec.activeCandidates) > 1 && p.Fallback != nil {
 			fbResult, fbErr := p.Fallback.Execute(
 				providerCtx,
@@ -194,7 +208,12 @@ func (p *Pipeline) CallLLM(
 		backoffSecs = 2
 	}
 	for retry := 0; retry <= maxRetries; retry++ {
-		exec.response, err = callLLM(exec.callMessages, exec.providerToolDefs)
+		// Only stream on first attempt to avoid duplicate content
+		var callStreamer bus.Streamer
+		if retry == 0 {
+			callStreamer = ts.getStreamer()
+		}
+		exec.response, err = callLLM(exec.callMessages, exec.providerToolDefs, callStreamer)
 		if err == nil {
 			break
 		}
@@ -490,6 +509,10 @@ func (p *Pipeline) CallLLM(
 			return ControlContinue, nil
 		}
 		exec.finalContent = responseContent
+		// Finalize streaming if active
+		if ts.getStreamer() != nil && exec.finalContent != "" {
+			ts.finalizeStreamer(turnCtx, exec.finalContent)
+		}
 		logger.InfoCF("agent", "LLM response without tool calls (direct answer)",
 			map[string]any{
 				"agent_id":      ts.agent.ID,
diff --git a/pkg/agent/turn_state.go b/pkg/agent/turn_state.go
index ae058e49d..f0b9b516b 100644
--- a/pkg/agent/turn_state.go
+++ b/pkg/agent/turn_state.go
@@ -237,6 +237,11 @@ type turnState struct {
 
 	// Back-reference to the owning AgentLoop (set for SubTurns only, used for hard abort cascade)
 	al *AgentLoop
+
+	// Streaming support
+	streamer          bus.Streamer
+	streamerOnce      sync.Once
+	streamerFinalized bool
 }
 
 // =============================================================================
@@ -810,3 +815,40 @@ func turnStateFromContext(ctx context.Context) *turnState {
 func TurnStateFromContext(ctx context.Context) *turnState {
 	return turnStateFromContext(ctx)
 }
+
+// Streamer management methods
+
+func (ts *turnState) setStreamer(s bus.Streamer) {
+	ts.mu.Lock()
+	defer ts.mu.Unlock()
+	ts.streamer = s
+}
+
+func (ts *turnState) getStreamer() bus.Streamer {
+	ts.mu.RLock()
+	defer ts.mu.RUnlock()
+	return ts.streamer
+}
+
+func (ts *turnState) finalizeStreamer(ctx context.Context, content string) {
+	ts.streamerOnce.Do(func() {
+		if ts.streamer != nil {
+			_ = ts.streamer.Finalize(ctx, content)
+			ts.streamerFinalized = true
+		}
+	})
+}
+
+func (ts *turnState) wasStreamed() bool {
+	ts.mu.RLock()
+	defer ts.mu.RUnlock()
+	return ts.streamerFinalized
+}
+
+func (ts *turnState) cancelStreamer(ctx context.Context) {
+	ts.streamerOnce.Do(func() {
+		if ts.streamer != nil {
+			ts.streamer.Cancel(ctx)
+		}
+	})
+}
diff --git a/pkg/channels/pico/pico.go b/pkg/channels/pico/pico.go
index d1de8f4d5..8a51e56b6 100644
--- a/pkg/channels/pico/pico.go
+++ b/pkg/channels/pico/pico.go
@@ -91,6 +91,56 @@ func (pc *picoConn) close() {
 	}
 }
 
+// picoStreamer implements channels.Streamer for real-time token streaming.
+type picoStreamer struct {
+	channel          *PicoChannel
+	chatID           string
+	messageID        string
+	content          string
+	mu               sync.Mutex
+	finalized        bool
+	lastUpdateAt     time.Time
+	throttleInterval time.Duration
+	minGrowth        int
+}
+
+func (s *picoStreamer) Update(ctx context.Context, content string) error {
+	s.mu.Lock()
+	defer s.mu.Unlock()
+	if s.finalized {
+		return nil
+	}
+
+	now := time.Now()
+	growth := len(content) - len(s.content)
+
+	// Skip if not enough growth AND not enough time elapsed
+	if growth < s.minGrowth && time.Since(s.lastUpdateAt) < s.throttleInterval {
+		return nil
+	}
+
+	s.content = content
+	s.lastUpdateAt = now
+	return s.channel.EditMessage(ctx, s.chatID, s.messageID, content)
+}
+
+func (s *picoStreamer) Finalize(ctx context.Context, content string) error {
+	s.mu.Lock()
+	defer s.mu.Unlock()
+	if s.finalized {
+		return nil
+	}
+	s.finalized = true
+	s.content = content
+	return s.channel.EditMessage(ctx, s.chatID, s.messageID, content)
+}
+
+func (s *picoStreamer) Cancel(ctx context.Context) {
+	s.mu.Lock()
+	defer s.mu.Unlock()
+	s.finalized = true
+}
+
 // PicoChannel implements the native Pico Protocol WebSocket channel.
 // It serves as the reference implementation for all optional capability interfaces.
 type PicoChannel struct {
@@ -679,6 +729,38 @@ func (c *PicoChannel) handleMediaDownload(w http.ResponseWriter, r *http.Request
 	http.ServeContent(w, r, filename, info.ModTime(), file)
 }
 
+// BeginStream implements channels.StreamingCapable.
+func (c *PicoChannel) BeginStream(ctx context.Context, chatID string) (channels.Streamer, error) {
+	if !c.IsRunning() {
+		return nil, channels.ErrNotRunning
+	}
+	if !c.config.Streaming {
+		return nil, fmt.Errorf("streaming disabled in config")
+	}
+
+	msgID := uuid.New().String()
+	outMsg := newMessage(TypeMessageCreate, map[string]any{
+		PayloadKeyContent: "",
+		PayloadKeyThought: false,
+		"message_id":      msgID,
+	})
+
+	sessionID := strings.TrimPrefix(chatID, "pico:")
+	outMsg.SessionID = sessionID
+
+	if err := c.broadcastToSession(chatID, outMsg); err != nil {
+		return nil, err
+	}
+
+	return &picoStreamer{
+		channel:          c,
+		chatID:           chatID,
+		messageID:        msgID,
+		throttleInterval: 100 * time.Millisecond,
+		minGrowth:        20,
+	}, nil
+}
+
 // broadcastToSession sends a message to all connections with a matching session.
 func (c *PicoChannel) broadcastToSession(chatID string, msg PicoMessage) error {
 	// chatID format: "pico:<sessionID>"
diff --git a/pkg/config/config.go b/pkg/config/config.go
index 0a347e3db..ef7d79336 100644
--- a/pkg/config/config.go
+++ b/pkg/config/config.go
@@ -580,13 +580,14 @@ func (c *WeixinSettings) SetToken(token string) {
 }
 
 type PicoSettings struct {
-	Token           SecureString `json:"token,omitzero"              yaml:"token,omitempty" env:"PICOCLAW_CHANNELS_PICO_TOKEN"`
+	Token           SecureString `json:"token,omitzero"              yaml:"token,omitempty"     env:"PICOCLAW_CHANNELS_PICO_TOKEN"`
 	AllowTokenQuery bool         `json:"allow_token_query,omitempty" yaml:"-"`
 	AllowOrigins    []string     `json:"allow_origins,omitempty"     yaml:"-"`
 	PingInterval    int          `json:"ping_interval,omitempty"     yaml:"-"`
 	ReadTimeout     int          `json:"read_timeout,omitempty"      yaml:"-"`
 	WriteTimeout    int          `json:"write_timeout,omitempty"     yaml:"-"`
 	MaxConnections  int          `json:"max_connections,omitempty"   yaml:"-"`
+	Streaming       bool         `json:"streaming,omitempty"         yaml:"streaming,omitempty"`
 }
 
 // SetToken sets the Pico token and marks it as dirty for security saving