diff --git a/pkg/agent/eventbus_test.go b/pkg/agent/eventbus_test.go
index 19a1ea9eb..8706a2c4e 100644
--- a/pkg/agent/eventbus_test.go
+++ b/pkg/agent/eventbus_test.go
@@ -136,6 +136,12 @@ func TestAgentLoop_EmitsMinimalTurnEvents(t *testing.T) {
 		DefaultResponse: defaultResponse,
 		EnableSummary:   false,
 		SendResponse:    false,
+		InboundContext: &bus.InboundContext{
+			Channel:  "cli",
+			ChatID:   "direct",
+			ChatType: "direct",
+			SenderID: "tester",
+		},
 	})
 	if err != nil {
 		t.Fatalf("runAgentLoop failed: %v", err)
@@ -176,6 +182,12 @@ func TestAgentLoop_EmitsMinimalTurnEvents(t *testing.T) {
 		if evt.Meta.SessionKey != "session-1" {
 			t.Fatalf("event %d has session key %q, want session-1", i, evt.Meta.SessionKey)
 		}
+		if evt.Meta.Context == nil || evt.Meta.Context.Inbound == nil {
+			t.Fatalf("event %d missing inbound turn context", i)
+		}
+		if evt.Meta.Context.Inbound.Channel != "cli" || evt.Meta.Context.Inbound.SenderID != "tester" {
+			t.Fatalf("event %d inbound context = %+v", i, evt.Meta.Context.Inbound)
+		}
 	}
 
 	startPayload, ok := events[0].Payload.(TurnStartPayload)
@@ -472,7 +484,7 @@ func TestAgentLoop_EmitsSessionSummarizeEvent(t *testing.T) {
 	sub := al.SubscribeEvents(16)
 	defer al.UnsubscribeEvents(sub.ID)
 
-	turnScope := al.newTurnEventScope(defaultAgent.ID, "session-1")
+	turnScope := al.newTurnEventScope(defaultAgent.ID, "session-1", nil)
 	al.summarizeSession(defaultAgent, "session-1", turnScope)
 
 	events := collectEventStream(sub.C)
diff --git a/pkg/agent/events.go b/pkg/agent/events.go
index f4562b360..fa006b9a5 100644
--- a/pkg/agent/events.go
+++ b/pkg/agent/events.go
@@ -98,6 +98,7 @@ type EventMeta struct {
 	Iteration    int
 	TracePath    string
 	Source       string
+	Context      *TurnContext `json:"context,omitempty"`
 }
 
 // TurnEndStatus describes the terminal state of a turn.
diff --git a/pkg/agent/hooks.go b/pkg/agent/hooks.go
index c1ef58ffd..7a5f8c59b 100644
--- a/pkg/agent/hooks.go
+++ b/pkg/agent/hooks.go
@@ -103,6 +103,7 @@ func (r *LLMHookRequest) Clone() *LLMHookRequest {
 		return nil
 	}
 	cloned := *r
+	cloned.Meta = cloneEventMeta(r.Meta)
 	cloned.Messages = cloneProviderMessages(r.Messages)
 	cloned.Tools = cloneToolDefinitions(r.Tools)
 	cloned.Options = cloneStringAnyMap(r.Options)
@@ -122,6 +123,7 @@ func (r *LLMHookResponse) Clone() *LLMHookResponse {
 		return nil
 	}
 	cloned := *r
+	cloned.Meta = cloneEventMeta(r.Meta)
 	cloned.Response = cloneLLMResponse(r.Response)
 	return &cloned
 }
@@ -139,6 +141,7 @@ func (r *ToolCallHookRequest) Clone() *ToolCallHookRequest {
 		return nil
 	}
 	cloned := *r
+	cloned.Meta = cloneEventMeta(r.Meta)
 	cloned.Arguments = cloneStringAnyMap(r.Arguments)
 	return &cloned
 }
@@ -156,6 +159,7 @@ func (r *ToolApprovalRequest) Clone() *ToolApprovalRequest {
 		return nil
 	}
 	cloned := *r
+	cloned.Meta = cloneEventMeta(r.Meta)
 	cloned.Arguments = cloneStringAnyMap(r.Arguments)
 	return &cloned
 }
@@ -175,6 +179,7 @@ func (r *ToolResultHookResponse) Clone() *ToolResultHookResponse {
 		return nil
 	}
 	cloned := *r
+	cloned.Meta = cloneEventMeta(r.Meta)
 	cloned.Arguments = cloneStringAnyMap(r.Arguments)
 	cloned.Result = cloneToolResult(r.Result)
 	return &cloned
diff --git a/pkg/agent/hooks_test.go b/pkg/agent/hooks_test.go
index 49e1b1784..1851090b8 100644
--- a/pkg/agent/hooks_test.go
+++ b/pkg/agent/hooks_test.go
@@ -106,7 +106,8 @@ func (p *llmHookTestProvider) GetDefaultModel() string {
 }
 
 type llmObserverHook struct {
-	eventCh chan Event
+	eventCh     chan Event
+	lastInbound *bus.InboundContext
 }
 
 func (h *llmObserverHook) OnEvent(ctx context.Context, evt Event) error {
@@ -123,6 +124,9 @@ func (h *llmObserverHook) BeforeLLM(
 	ctx context.Context,
 	req *LLMHookRequest,
 ) (*LLMHookRequest, HookDecision, error) {
+	if req.Meta.Context != nil {
+		h.lastInbound = cloneInboundContext(req.Meta.Context.Inbound)
+	}
 	next := req.Clone()
 	next.Model = "hook-model"
 	return next, HookDecision{Action: HookActionModify}, nil
@@ -155,6 +159,12 @@ func TestAgentLoop_Hooks_ObserverAndLLMInterceptor(t *testing.T) {
 		DefaultResponse: defaultResponse,
 		EnableSummary:   false,
 		SendResponse:    false,
+		InboundContext: &bus.InboundContext{
+			Channel:  "cli",
+			ChatID:   "direct",
+			ChatType: "direct",
+			SenderID: "hook-user",
+		},
 	})
 	if err != nil {
 		t.Fatalf("runAgentLoop failed: %v", err)
@@ -169,12 +179,21 @@ func TestAgentLoop_Hooks_ObserverAndLLMInterceptor(t *testing.T) {
 	if lastModel != "hook-model" {
 		t.Fatalf("expected model hook-model, got %q", lastModel)
 	}
+	if hook.lastInbound == nil {
+		t.Fatal("expected hook to receive inbound context")
+	}
+	if hook.lastInbound.Channel != "cli" || hook.lastInbound.SenderID != "hook-user" {
+		t.Fatalf("hook inbound context = %+v", hook.lastInbound)
+	}
 
 	select {
 	case evt := <-hook.eventCh:
 		if evt.Kind != EventKindTurnEnd {
 			t.Fatalf("expected turn end event, got %v", evt.Kind)
 		}
+		if evt.Meta.Context == nil || evt.Meta.Context.Inbound == nil {
+			t.Fatal("expected observer event to carry inbound context")
+		}
 	case <-time.After(2 * time.Second):
 		t.Fatal("timed out waiting for hook observer event")
 	}
diff --git a/pkg/agent/loop.go b/pkg/agent/loop.go
index 39a2e1539..8b388755a 100644
--- a/pkg/agent/loop.go
+++ b/pkg/agent/loop.go
@@ -91,6 +91,7 @@ type processOptions struct {
 	SuppressToolFeedback    bool                // Whether to suppress inline tool feedback messages
 	NoHistory               bool                // If true, don't load session history (for heartbeat)
 	SkipInitialSteeringPoll bool                // If true, skip the steering poll at loop start (used by Continue)
+	InboundContext          *bus.InboundContext // Normalized inbound facts for events/hooks
 }
 
 type continuationTarget struct {
@@ -750,14 +751,16 @@ type turnEventScope struct {
 	agentID    string
 	sessionKey string
 	turnID     string
+	context    *TurnContext
 }
 
-func (al *AgentLoop) newTurnEventScope(agentID, sessionKey string) turnEventScope {
+func (al *AgentLoop) newTurnEventScope(agentID, sessionKey string, turnCtx *TurnContext) turnEventScope {
 	seq := al.turnSeq.Add(1)
 	return turnEventScope{
 		agentID:    agentID,
 		sessionKey: sessionKey,
 		turnID:     fmt.Sprintf("%s-turn-%d", agentID, seq),
+		context:    cloneTurnContext(turnCtx),
 	}
 }
 
@@ -769,13 +772,14 @@ func (ts turnEventScope) meta(iteration int, source, tracePath string) EventMeta
 		Iteration:  iteration,
 		Source:     source,
 		TracePath:  tracePath,
+		Context:    cloneTurnContext(ts.context),
 	}
 }
 
 func (al *AgentLoop) emitEvent(kind EventKind, meta EventMeta, payload any) {
 	evt := Event{
 		Kind:    kind,
-		Meta:    meta,
+		Meta:    cloneEventMeta(meta),
 		Payload: payload,
 	}
 
@@ -1356,6 +1360,7 @@ func (al *AgentLoop) processMessage(ctx context.Context, msg bus.InboundMessage)
 		DefaultResponse:   defaultResponse,
 		EnableSummary:     true,
 		SendResponse:      false,
+		InboundContext:    cloneInboundContext(&msg.Context),
 	}
 
 	// context-dependent commands check their own Runtime fields and report
@@ -1535,7 +1540,8 @@ func (al *AgentLoop) runAgentLoop(
 		}
 	}
 
-	ts := newTurnState(agent, opts, al.newTurnEventScope(agent.ID, opts.SessionKey))
+	turnScope := al.newTurnEventScope(agent.ID, opts.SessionKey, newTurnContext(opts.InboundContext))
+	ts := newTurnState(agent, opts, turnScope)
 	result, err := al.runTurn(ctx, ts)
 	if err != nil {
 		return "", err
diff --git a/pkg/agent/subturn.go b/pkg/agent/subturn.go
index f5ba412ab..e243d8ac0 100644
--- a/pkg/agent/subturn.go
+++ b/pkg/agent/subturn.go
@@ -366,10 +366,11 @@ func spawnSubTurn(
 		SendResponse:            false,
 		NoHistory:               true, // SubTurns don't use session history
 		SkipInitialSteeringPoll: true,
+		InboundContext:          cloneInboundContext(parentTS.opts.InboundContext),
 	}
 
 	// Create event scope for the child turn
-	scope := al.newTurnEventScope(agent.ID, childID)
+	scope := al.newTurnEventScope(agent.ID, childID, newTurnContext(opts.InboundContext))
 
 	// Create child turnState using the new API
 	childTS := newTurnState(&agent, opts, scope)
diff --git a/pkg/agent/turn.go b/pkg/agent/turn.go
index e4970c519..3339b3418 100644
--- a/pkg/agent/turn.go
+++ b/pkg/agent/turn.go
@@ -55,6 +55,7 @@ type turnState struct {
 	turnID     string
 	agentID    string
 	sessionKey string
+	turnCtx    *TurnContext
 
 	channel     string
 	chatID      string
@@ -115,6 +116,7 @@ func newTurnState(agent *AgentInstance, opts processOptions, scope turnEventScop
 		turnID:      scope.turnID,
 		agentID:     agent.ID,
 		sessionKey:  opts.SessionKey,
+		turnCtx:     cloneTurnContext(scope.context),
 		channel:     opts.Channel,
 		chatID:      opts.ChatID,
 		userMessage: opts.UserMessage,
@@ -307,6 +309,7 @@ func (ts *turnState) eventMeta(source, tracePath string) EventMeta {
 		Iteration:  snap.Iteration,
 		Source:     source,
 		TracePath:  tracePath,
+		Context:    cloneTurnContext(ts.turnCtx),
 	}
 }
 
diff --git a/pkg/agent/turn_context.go b/pkg/agent/turn_context.go
new file mode 100644
index 000000000..a448e24cd
--- /dev/null
+++ b/pkg/agent/turn_context.go
@@ -0,0 +1,53 @@
+package agent
+
+import "github.com/sipeed/picoclaw/pkg/bus"
+
+// TurnContext carries normalized turn-scoped facts that can be shared across
+// events, hooks, and other runtime observers without re-parsing legacy fields.
+type TurnContext struct {
+	Inbound *bus.InboundContext `json:"inbound,omitempty"`
+}
+
+func newTurnContext(inbound *bus.InboundContext) *TurnContext {
+	if inbound == nil {
+		return nil
+	}
+	return &TurnContext{
+		Inbound: cloneInboundContext(inbound),
+	}
+}
+
+func cloneTurnContext(ctx *TurnContext) *TurnContext {
+	if ctx == nil {
+		return nil
+	}
+	cloned := *ctx
+	cloned.Inbound = cloneInboundContext(ctx.Inbound)
+	return &cloned
+}
+
+func cloneInboundContext(ctx *bus.InboundContext) *bus.InboundContext {
+	if ctx == nil {
+		return nil
+	}
+	cloned := *ctx
+	cloned.ReplyHandles = cloneStringMap(ctx.ReplyHandles)
+	cloned.Raw = cloneStringMap(ctx.Raw)
+	return &cloned
+}
+
+func cloneStringMap(src map[string]string) map[string]string {
+	if len(src) == 0 {
+		return nil
+	}
+	cloned := make(map[string]string, len(src))
+	for k, v := range src {
+		cloned[k] = v
+	}
+	return cloned
+}
+
+func cloneEventMeta(meta EventMeta) EventMeta {
+	meta.Context = cloneTurnContext(meta.Context)
+	return meta
+}