diff --git a/internal/app/app.go b/internal/app/app.go
index 5febb78..a1a1bb1 100644
--- a/internal/app/app.go
+++ b/internal/app/app.go
@@ -546,6 +546,19 @@ func Run(opt Options) error {
 		row, err := surfaceSvc.Activation(context.Background(), owner, genui.PluginID)
 		return err == nil && row.Enabled
 	})
+	// 自动建议页面 opt-in：settings ∧ activation；预算/冷却在 genui.Auto。
+	mgr.SetGenUIAuto(genui.NewAuto(
+		func(owner string) bool {
+			row, err := surfaceSvc.Activation(context.Background(), owner, genui.PluginID)
+			return err == nil && row.Enabled
+		},
+		func(owner string) bool {
+			return setSvc.Effective(owner, "").GetBool(genui.SettingAutoPresent, false)
+		},
+		func(owner, kind, detail string) {
+			_ = st.AppendAuditEvent(store.AuditEvent{Owner: owner, Action: kind, Evidence: detail})
+		},
+	))
 
 	bus.SetPendingStore(st)
 	pluginHost.OnCommands = bus.RegisterPluginCommands
diff --git a/internal/genui/auto.go b/internal/genui/auto.go
new file mode 100644
index 0000000..81d9dcb
--- /dev/null
+++ b/internal/genui/auto.go
@@ -0,0 +1,95 @@
+package genui
+
+import (
+	"sync"
+	"time"
+)
+
+// AutoBudgetPerHour 是每任务（conversation）滑动一小时内允许的自动建议次数。
+const AutoBudgetPerHour = 3
+
+// AutoCooldown 是同会话两次自动触发的最小间隔。
+const AutoCooldown = 60 * time.Second
+
+// SettingAutoPresent 是 owner 级 opt-in 设置键（默认 false；与 activation 分离）。
+const SettingAutoPresent = "plugins.generative-ui.autoPresent"
+
+// AutoReminder 是注入 system-reminder 的建议文案（只引导 present，禁止改任务/点动作）。
+const AutoReminder = "任务语义事件已发生（阶段或材料/工件完成）。若 generative-ui 已启用，请调用一次 generative-ui.present 生成或修订建议页，按当前任务阶段组织信息。不要点击页面 actions，不要改写 plan/todo/任务完成状态；任务事实只能来自真实任务记录。"
+
+// ActivationLookup 查询 owner 的 Surface activation（generative-ui）。
+type ActivationLookup func(owner string) (enabled bool)
+
+// SettingsLookup 查询 owner 的 autoPresent opt-in。
+type SettingsLookup func(owner string) (enabled bool)
+
+// Auditor 写审计事件（耗尽等）；nil = 跳过。
+type Auditor func(owner, kind, detail string)
+
+// Auto 是自动触发闸门：opt-in ∧ activation ∧ 预算 ∧ 冷却。
+// 触发源由 runmgr 显式调用；present/surface/action 路径不得调用。
+type Auto struct {
+	activation ActivationLookup
+	settings   SettingsLookup
+	audit      Auditor
+	now        func() time.Time
+
+	mu     sync.Mutex
+	budget map[string][]time.Time // convID → 触发时刻
+	last   map[string]time.Time   // convID → 上次成功放行
+}
+
+// NewAuto 构造闸门（lookup 不得为 nil）。
+func NewAuto(activation ActivationLookup, settings SettingsLookup, audit Auditor) *Auto {
+	return &Auto{
+		activation: activation,
+		settings:   settings,
+		audit:      audit,
+		now:        func() time.Time { return time.Now().UTC() },
+		budget:     map[string][]time.Time{},
+		last:       map[string]time.Time{},
+	}
+}
+
+// Try 尝试放行一次自动建议。ok=false 时 skip 含原因（供测试）；ok=true 时调用方应注入 AutoReminder。
+func (a *Auto) Try(owner, convID, reason string) (ok bool, skip string) {
+	if a == nil || a.activation == nil || a.settings == nil {
+		return false, "unconfigured"
+	}
+	if owner == "" || convID == "" {
+		return false, "missing_ids"
+	}
+	if !a.settings(owner) {
+		return false, "opt_in_off"
+	}
+	if !a.activation(owner) {
+		return false, "activation_off"
+	}
+
+	now := a.now()
+	a.mu.Lock()
+	defer a.mu.Unlock()
+
+	if t, hit := a.last[convID]; hit && now.Sub(t) < AutoCooldown {
+		return false, "cooldown"
+	}
+
+	cutoff := now.Add(-time.Hour)
+	kept := a.budget[convID][:0]
+	for _, t := range a.budget[convID] {
+		if t.After(cutoff) {
+			kept = append(kept, t)
+		}
+	}
+	a.budget[convID] = kept
+	if len(kept) >= AutoBudgetPerHour {
+		if a.audit != nil {
+			a.audit(owner, "genui.auto_present_exhausted", "conversation="+convID+" reason="+reason)
+		}
+		return false, "budget"
+	}
+
+	a.budget[convID] = append(kept, now)
+	a.last[convID] = now
+	return true, ""
+}
diff --git a/internal/genui/auto_test.go b/internal/genui/auto_test.go
new file mode 100644
index 0000000..f08f0f4
--- /dev/null
+++ b/internal/genui/auto_test.go
@@ -0,0 +1,53 @@
+package genui
+
+import (
+	"testing"
+	"time"
+)
+
+func TestAutoDefaultOff(t *testing.T) {
+	a := NewAuto(func(string) bool { return true }, func(string) bool { return false }, nil)
+	if ok, skip := a.Try("alice", "c1", "plan"); ok || skip != "opt_in_off" {
+		t.Fatalf("want opt_in_off, got ok=%v skip=%q", ok, skip)
+	}
+}
+
+func TestAutoRequiresActivation(t *testing.T) {
+	a := NewAuto(func(string) bool { return false }, func(string) bool { return true }, nil)
+	if ok, skip := a.Try("alice", "c1", "plan"); ok || skip != "activation_off" {
+		t.Fatalf("want activation_off, got ok=%v skip=%q", ok, skip)
+	}
+}
+
+func TestAutoBudgetAndCooldown(t *testing.T) {
+	var exhausted int
+	now := time.Unix(1_700_000_000, 0).UTC()
+	a := NewAuto(func(string) bool { return true }, func(string) bool { return true },
+		func(owner, kind, detail string) {
+			if kind == "genui.auto_present_exhausted" {
+				exhausted++
+			}
+		})
+	a.now = func() time.Time { return now }
+
+	for i := 0; i < AutoBudgetPerHour; i++ {
+		ok, skip := a.Try("alice", "c1", "plan")
+		if !ok {
+			t.Fatalf("shot %d should pass, skip=%q", i, skip)
+		}
+		now = now.Add(AutoCooldown + time.Second)
+	}
+	if ok, skip := a.Try("alice", "c1", "plan"); ok || skip != "budget" || exhausted != 1 {
+		t.Fatalf("want budget exhausted, ok=%v skip=%q exhausted=%d", ok, skip, exhausted)
+	}
+
+	// 冷却：同一时刻第二次拒绝
+	a2 := NewAuto(func(string) bool { return true }, func(string) bool { return true }, nil)
+	a2.now = func() time.Time { return now }
+	if ok, _ := a2.Try("alice", "c2", "art"); !ok {
+		t.Fatal("first should pass")
+	}
+	if ok, skip := a2.Try("alice", "c2", "art"); ok || skip != "cooldown" {
+		t.Fatalf("want cooldown, got ok=%v skip=%q", ok, skip)
+	}
+}
diff --git a/internal/runmgr/genui_auto.go b/internal/runmgr/genui_auto.go
new file mode 100644
index 0000000..4de7367
--- /dev/null
+++ b/internal/runmgr/genui_auto.go
@@ -0,0 +1,84 @@
+package runmgr
+
+import (
+	"agent-system-backend/internal/genui"
+	core "agent-system-core"
+)
+
+// SetGenUIAuto 注入自动建议闸门（组合根装配；nil 关闭）。
+func (m *Manager) SetGenUIAuto(a GenUIAutoTrigger) { m.genuiAuto = a }
+
+func genUIAutoReminderText() string { return genui.AutoReminder }
+
+// maybeGenUIAuto：语义事件钩子入口。会话忙碌时只追加 system 消息供下一轮消费；
+// 空闲时启动短 notice-run 让模型有机会立即 present。
+func (m *Manager) maybeGenUIAuto(owner, convID, reason string) {
+	if m == nil || m.genuiAuto == nil {
+		return
+	}
+	ok, _ := m.genuiAuto.Try(owner, convID, reason)
+	if !ok {
+		return
+	}
+	go m.deliverGenUIAutoReminder(owner, convID, reason)
+}
+
+func (m *Manager) deliverGenUIAutoReminder(owner, convID, reason string) {
+	text := "<system-reminder>\n" + genUIAutoReminderText() + "\n（trigger=" + reason + "）\n</system-reminder>"
+	msg := core.Message{
+		ConversationID: convID, Role: core.RoleSystem,
+		Parts: []core.Part{{Type: core.PartText, Text: text}},
+	}
+	if err := m.st.AppendMessage(&msg); err != nil {
+		return
+	}
+	m.convMu.Lock()
+	busy := m.convActive[convID]
+	m.convMu.Unlock()
+	if busy {
+		return
+	}
+	conv, err := m.st.GetConversation(owner, convID)
+	if err != nil {
+		return
+	}
+	if err := m.claimConversation(convID); err != nil {
+		return
+	}
+	if _, err := m.startClaimedRun(conv, msg, nil, nil, nil); err != nil {
+		m.releaseConversation(convID)
+	}
+}
+
+func planStageChanged(prev, next core.PlanSnapshot) bool {
+	pm := map[string]string{}
+	for _, s := range prev.Steps {
+		pm[s.ID] = string(s.Status)
+	}
+	for _, s := range next.Steps {
+		if pm[s.ID] != string(s.Status) {
+			return true
+		}
+	}
+	// 新增步骤也视为阶段组织变化
+	if len(next.Steps) > len(prev.Steps) {
+		return true
+	}
+	return false
+}
+
+func todoStageChanged(prev, next core.TodoList) bool {
+	pm := map[string]string{}
+	for _, t := range prev.Items {
+		pm[t.ID] = string(t.Status)
+	}
+	for _, t := range next.Items {
+		if pm[t.ID] != string(t.Status) {
+			return true
+		}
+	}
+	if len(next.Items) > len(prev.Items) {
+		return true
+	}
+	return false
+}
diff --git a/internal/runmgr/runmgr.go b/internal/runmgr/runmgr.go
index fcdd23c..51ae71a 100644
--- a/internal/runmgr/runmgr.go
+++ b/internal/runmgr/runmgr.go
@@ -96,6 +96,15 @@ type Manager struct {
 
 	allowMu      sync.Mutex
 	sessionAllow map[string]map[string]bool
+
+	// genuiAuto：Generative UI 自动建议闸门（nil = 未接线；默认关闭行为）。
+	// 仅由任务阶段/材料工件语义事件调用；present/surface/action 不得接入。
+	genuiAuto GenUIAutoTrigger
+}
+
+// GenUIAutoTrigger 自动建议页面闸门（由 genui.Auto 实现）。
+type GenUIAutoTrigger interface {
+	Try(owner, convID, reason string) (ok bool, skip string)
 }
 
 const maxBackgroundChildren = 3
@@ -677,11 +686,15 @@ func (c *runCtx) Subhint() string { return c.subHint }
 func (c *runCtx) Submodel() string { return c.subModel }
 
 func (c *runCtx) UpdatePlan(p core.PlanSnapshot) error {
+	prev, _ := c.mgr.st.GetPlan(c.run.ConversationID)
 	p.PlanID = c.run.ConversationID
 	if err := c.mgr.st.SavePlan(c.run.ConversationID, p); err != nil {
 		return err
 	}
 	_, err := c.mgr.emit(c.run.ConversationID, c.run.ID, core.EvPlanUpdate, core.PlanUpdatePayload{Plan: p})
+	if err == nil && planStageChanged(prev, p) {
+		c.mgr.maybeGenUIAuto(c.run.Owner, c.run.ConversationID, "plan_stage")
+	}
 	return err
 }
 
@@ -704,11 +717,15 @@ func (c *runCtx) Plan() (core.PlanSnapshot, bool) {
 }
 
 func (c *runCtx) UpdateTodos(l core.TodoList) error {
+	prev, _ := c.mgr.st.GetTodos(c.run.ConversationID)
 	l.ConversationID = c.run.ConversationID
 	if err := c.mgr.st.SaveTodos(c.run.ConversationID, l); err != nil {
 		return err
 	}
 	_, err := c.mgr.emit(c.run.ConversationID, c.run.ID, core.EvTodoUpdate, core.TodoUpdatePayload{List: l})
+	if err == nil && todoStageChanged(prev, l) {
+		c.mgr.maybeGenUIAuto(c.run.Owner, c.run.ConversationID, "todo_stage")
+	}
 	return err
 }
 
@@ -832,6 +849,9 @@ func (c *runCtx) WriteArtifact(name, kind, mime string, content []byte) (core.Ar
 	if _, err := c.mgr.emit(c.run.ConversationID, c.run.ID, core.EvArtifactCreated, core.ArtifactPayload{Artifact: art}); err != nil {
 		return art, err
 	}
+	if kind == "document" {
+		c.mgr.maybeGenUIAuto(c.run.Owner, c.run.ConversationID, "artifact_document")
+	}
 	// 工件文本进检索索引。二进制 Office/PDF 先经 ingest 抽出纯文本，抽到才入库；
 	// 抽不到则跳过，避免把 ZIP 字节当文本索引。
 	if kind == "document" && len(content) < 200000 {
@@ -2151,6 +2171,13 @@ func (m *Manager) startNoticeRun(convID string, items []bgNotice) error {
 	}
 	if materialSeen {
 		b.WriteString("\n这批材料的系统整理已完成。处理方式：\n1) 先用不超过 5 行汇报整理结果要点（来自上面的摘要）。\n2) 然后立即调用 confirm_choice 工具发起交付物选择卡：问题如「基于整理结果，接下来生成什么？」；选项取整理结果中的「建议后续处理」（3-4 项，description 写一句材料依据，最贴合的一项设 recommended），允许自由输入。\n3) 用户答复后按工具结果指引，用 delegate_task 的 background=true 启动对应后台任务。\n不要重复派发材料整理任务。\n")
+		if m.genuiAuto != nil {
+			if ok, _ := m.genuiAuto.Try(owner, convID, "material_done"); ok {
+				b.WriteString("\n")
+				b.WriteString(genUIAutoReminderText())
+				b.WriteString("\n")
+			}
+		}
 	}
 	b.WriteString("</system-reminder>")
 	msg := core.Message{
diff --git a/internal/settings/settings.go b/internal/settings/settings.go
index 3fcd55d..8c839f3 100644
--- a/internal/settings/settings.go
+++ b/internal/settings/settings.go
@@ -65,7 +65,12 @@ func SystemDefaults() map[string]any {
 			"accentColor":        "",       // 空 = 主题默认主色；#RRGGBB 或 RRGGBB
 			"templateArtifactId": "",       // 非空 = 该工件作为默认模板，落到 inputs/_default-template*
 		},
-		"plugins": map[string]any{"dir": "./plugins"},
+		"plugins": map[string]any{
+			"dir": "./plugins",
+			"generative-ui": map[string]any{
+				"autoPresent": false, // 自动建议页面：默认关；需同时开启 Surface activation
+			},
+		},
 	}
 }
 
@@ -126,6 +131,7 @@ func Schema() []core.SettingDesc {
 		{Key: "deliverables.accentColor", Group: "deliverables", Label: "交付物强调色", Type: core.SettingString, Default: "", Effect: core.EffectNewRun, Description: "6 位十六进制，如 1B3A4B。空 = 使用样式自带主色"},
 		{Key: "deliverables.templateArtifactId", Group: "deliverables", Label: "默认模板工件 ID", Type: core.SettingString, Default: "", Effect: core.EffectNewRun, Description: "填写已上传模板的工件 ID。每次运行会复制到会话 inputs/_default-template"},
 		{Key: "plugins.dir", Group: "plugins", Label: "插件目录", Type: core.SettingString, Default: "./plugins", Effect: core.EffectRestart},
+		{Key: "plugins.generative-ui.autoPresent", Group: "plugins", Label: "Generative UI 自动建议页面", Type: core.SettingBool, Default: false, Effect: core.EffectHot, Description: "开启后在任务阶段变化或材料/工件完成时建议调用 generative-ui.present（默认关）。须同时启用该插件的 Surface activation；有预算与冷却，不会因页面修订自激"},
 	}
 }