diff --git a/docs/channels/telegram/README.md b/docs/channels/telegram/README.md
index a4138009e0..bb05ba7b29 100644
--- a/docs/channels/telegram/README.md
+++ b/docs/channels/telegram/README.md
@@ -28,6 +28,7 @@ The Telegram channel uses long polling via the Telegram Bot API for bot-based co
 | allow_from       | array  | No       | Allowlist of user IDs; empty means all users are allowed           |
 | proxy            | string | No       | Proxy URL for connecting to the Telegram API (e.g. http://127.0.0.1:7890) |
 | use_markdown_v2 | bool   | No       | Enable Telegram MarkdownV2 formatting                              |
+| group_trigger    | object | No       | Group trigger strategy (`mention_only`, `prefixes`, and Telegram forum topic overrides) |
 
 ## Setup
 
@@ -37,6 +38,46 @@ The Telegram channel uses long polling via the Telegram Bot API for bot-based co
 4. Fill in the Token in the configuration file
 5. (Optional) Configure `allow_from` to restrict which user IDs can interact (you can get IDs via `@userinfobot`)
 
+## Group Trigger
+
+By default, the bot responds to every message in allowed group chats. Use
+`group_trigger.mention_only` to make it respond only when mentioned:
+
+```json
+{
+  "channel_list": {
+    "telegram": {
+      "group_trigger": { "mention_only": true }
+    }
+  }
+}
+```
+
+For Telegram supergroups with forum topics, `group_trigger.topics` can override
+the group trigger for a specific topic ID. Topic entries replace the channel-wide
+trigger for that topic.
+
+This is useful when the bot should stay mention-only in most of a group, but be
+active by default in a dedicated topic:
+
+```json
+{
+  "channel_list": {
+    "telegram": {
+      "group_trigger": {
+        "mention_only": true,
+        "topics": {
+          "1771": { "mention_only": false }
+        }
+      }
+    }
+  }
+}
+```
+
+You can find a topic ID in Telegram update logs or by inspecting
+`message_thread_id` from the Telegram Bot API update payload.
+
 ## Built-in Commands
 
 Telegram auto-registers PicoClaw's top-level bot commands at startup, including `/start`, `/help`, `/show`, `/list`, and `/use`.
diff --git a/docs/guides/chat-apps.md b/docs/guides/chat-apps.md
index 62418f91a7..ed0c182933 100644
--- a/docs/guides/chat-apps.md
+++ b/docs/guides/chat-apps.md
@@ -149,6 +149,26 @@ You can also trigger by keyword prefixes (e.g. `!bot`):
 }
 ```
 
+Telegram forum groups can override this behavior per topic. For example, keep the
+bot mention-only in the group, but let it answer normally in topic `1771`:
+
+```json
+{
+  "channel_list": {
+    "telegram": {
+      "group_trigger": {
+        "mention_only": true,
+        "topics": {
+          "1771": { "mention_only": false }
+        }
+      }
+    }
+  }
+}
+```
+
+Topic entries replace the channel-level `group_trigger` for that topic.
+
 **6. Run**
 
 ```bash
diff --git a/pkg/channels/README.md b/pkg/channels/README.md
index 1cab1a4a6e..99a83b0612 100644
--- a/pkg/channels/README.md
+++ b/pkg/channels/README.md
@@ -957,6 +957,7 @@ BaseChannel is the shared abstraction layer for all channels, providing the foll
 | `IsAllowed(senderID string) bool` | Legacy allow-list check (supports `"id\|username"` and `"@username"` formats) |
 | `IsAllowedSender(sender SenderInfo) bool` | New allow-list check (delegates to `identity.MatchAllowed`) |
 | `ShouldRespondInGroup(isMentioned, content) (bool, string)` | Unified group chat trigger filtering logic |
+| `ShouldRespondInGroupForTopic(isMentioned, content, topicID) (bool, string)` | Unified group chat trigger filtering with a topic-specific override |
 | `HandleMessage(...)` | Unified inbound message handling: permission check → build MediaScope → auto-trigger Typing/Reaction/Placeholder → publish to Bus |
 | `SetMediaStore(s) / GetMediaStore()` | MediaStore injected by Manager |
 | `SetPlaceholderRecorder(r) / GetPlaceholderRecorder()` | PlaceholderRecorder injected by Manager |
diff --git a/pkg/channels/base.go b/pkg/channels/base.go
index 3585fb0756..6c7b0f1bba 100644
--- a/pkg/channels/base.go
+++ b/pkg/channels/base.go
@@ -156,8 +156,26 @@ func (c *BaseChannel) MaxMessageLength() int {
 //   - If prefixes configured but no match and not mentioned → ignore
 //   - Otherwise (no group_trigger configured) → respond to all (permissive default)
 func (c *BaseChannel) ShouldRespondInGroup(isMentioned bool, content string) (bool, string) {
+	return shouldRespondInGroup(c.groupTrigger, isMentioned, content)
+}
+
+// ShouldRespondInGroupForTopic applies a topic-specific group trigger override
+// when configured, then falls back to the channel-wide group trigger.
+//
+// Topic entries replace the channel-wide trigger for that topic. This keeps the
+// current bool-based config semantics explicit: { "mention_only": false } is a
+// deliberate permissive override, not an omitted value to merge from the parent.
+func (c *BaseChannel) ShouldRespondInGroupForTopic(isMentioned bool, content string, topicID string) (bool, string) {
 	gt := c.groupTrigger
+	if topicID != "" && gt.Topics != nil {
+		if topicTrigger, ok := gt.Topics[topicID]; ok {
+			gt = topicTrigger
+		}
+	}
+	return shouldRespondInGroup(gt, isMentioned, content)
+}
 
+func shouldRespondInGroup(gt config.GroupTriggerConfig, isMentioned bool, content string) (bool, string) {
 	// Mentioned → always respond
 	if isMentioned {
 		return true, strings.TrimSpace(content)
diff --git a/pkg/channels/base_test.go b/pkg/channels/base_test.go
index 04500f775f..8e575cd7f3 100644
--- a/pkg/channels/base_test.go
+++ b/pkg/channels/base_test.go
@@ -178,6 +178,42 @@ func TestShouldRespondInGroup(t *testing.T) {
 	}
 }
 
+func TestShouldRespondInGroupForTopicOverride(t *testing.T) {
+	ch := NewBaseChannel("test", nil, nil, nil, WithGroupTrigger(config.GroupTriggerConfig{
+		MentionOnly: true,
+		Topics: map[string]config.GroupTriggerConfig{
+			"1771": {MentionOnly: false},
+			"1772": {Prefixes: []string{"!bot"}},
+		},
+	}))
+
+	respond, cleaned := ch.ShouldRespondInGroupForTopic(false, "hello", "1771")
+	if !respond {
+		t.Fatal("topic override should allow non-mentioned messages")
+	}
+	if cleaned != "hello" {
+		t.Fatalf("cleaned content = %q, want hello", cleaned)
+	}
+
+	respond, _ = ch.ShouldRespondInGroupForTopic(false, "hello", "42")
+	if respond {
+		t.Fatal("non-overridden topic should keep channel mention_only behavior")
+	}
+
+	respond, cleaned = ch.ShouldRespondInGroupForTopic(false, "!bot hello", "1772")
+	if !respond {
+		t.Fatal("topic override should allow matching prefix")
+	}
+	if cleaned != "hello" {
+		t.Fatalf("cleaned content = %q, want hello", cleaned)
+	}
+
+	respond, _ = ch.ShouldRespondInGroupForTopic(false, "hello", "1772")
+	if respond {
+		t.Fatal("topic override should replace the parent trigger, not merge it")
+	}
+}
+
 func TestIsAllowedSender(t *testing.T) {
 	tests := []struct {
 		name      string
diff --git a/pkg/channels/telegram/telegram.go b/pkg/channels/telegram/telegram.go
index cebebfed64..6fa6a5e955 100644
--- a/pkg/channels/telegram/telegram.go
+++ b/pkg/channels/telegram/telegram.go
@@ -831,12 +831,17 @@ func (c *TelegramChannel) handleMessage(ctx context.Context, message *telego.Mes
 
 	// In group chats, apply unified group trigger filtering
 	isMentioned := false
+	threadID := message.MessageThreadID
 	if message.Chat.Type != "private" {
 		isMentioned = c.isBotMentioned(message)
 		if isMentioned {
 			content = c.stripBotMention(content)
 		}
-		respond, cleaned := c.ShouldRespondInGroup(isMentioned, content)
+		topicID := ""
+		if message.Chat.IsForum && threadID != 0 {
+			topicID = fmt.Sprintf("%d", threadID)
+		}
+		respond, cleaned := c.ShouldRespondInGroupForTopic(isMentioned, content, topicID)
 		if !respond {
 			return nil
 		}
@@ -865,7 +870,6 @@ func (c *TelegramChannel) handleMessage(ctx context.Context, message *telego.Mes
 	// Only forum groups (IsForum) are handled; regular group reply threads
 	// must share one session per group.
 	compositeChatID := fmt.Sprintf("%d", chatID)
-	threadID := message.MessageThreadID
 	if message.Chat.IsForum && threadID != 0 {
 		compositeChatID = fmt.Sprintf("%d/%d", chatID, threadID)
 	}
diff --git a/pkg/channels/telegram/telegram_test.go b/pkg/channels/telegram/telegram_test.go
index 69c76b4300..57ea70c558 100644
--- a/pkg/channels/telegram/telegram_test.go
+++ b/pkg/channels/telegram/telegram_test.go
@@ -822,6 +822,62 @@ func TestHandleMessage_ForumTopic_SetsMetadata(t *testing.T) {
 	assert.Equal(t, "42", inbound.Context.TopicID)
 }
 
+func TestHandleMessage_ForumTopic_GroupTriggerOverride(t *testing.T) {
+	messageBus := bus.NewMessageBus()
+	ch := &TelegramChannel{
+		BaseChannel: channels.NewBaseChannel("telegram", nil, messageBus, nil, channels.WithGroupTrigger(config.GroupTriggerConfig{
+			MentionOnly: true,
+			Topics: map[string]config.GroupTriggerConfig{
+				"42": {MentionOnly: false},
+			},
+		})),
+		chatIDs: make(map[string]int64),
+		ctx:     context.Background(),
+	}
+
+	allowed := &telego.Message{
+		Text:            "topic-only message",
+		MessageID:       10,
+		MessageThreadID: 42,
+		Chat: telego.Chat{
+			ID:      -1001234567890,
+			Type:    "supergroup",
+			IsForum: true,
+		},
+		From: &telego.User{
+			ID:        7,
+			FirstName: "Alice",
+		},
+	}
+	require.NoError(t, ch.handleMessage(context.Background(), allowed))
+
+	inbound, ok := <-messageBus.InboundChan()
+	require.True(t, ok, "expected inbound message for overridden topic")
+	assert.Equal(t, "topic-only message", inbound.Content)
+	assert.Equal(t, "42", inbound.Context.TopicID)
+
+	filtered := &telego.Message{
+		Text:            "other topic message",
+		MessageID:       11,
+		MessageThreadID: 43,
+		Chat: telego.Chat{
+			ID:      -1001234567890,
+			Type:    "supergroup",
+			IsForum: true,
+		},
+		From: &telego.User{
+			ID:        7,
+			FirstName: "Alice",
+		},
+	}
+	require.NoError(t, ch.handleMessage(context.Background(), filtered))
+	select {
+	case msg := <-messageBus.InboundChan():
+		t.Fatalf("unexpected inbound message for non-overridden topic: %+v", msg)
+	default:
+	}
+}
+
 func TestHandleMessage_NoForum_NoThreadMetadata(t *testing.T) {
 	messageBus := bus.NewMessageBus()
 	ch := &TelegramChannel{
diff --git a/pkg/config/config.go b/pkg/config/config.go
index acceee4d5a..53d8aa0740 100644
--- a/pkg/config/config.go
+++ b/pkg/config/config.go
@@ -319,8 +319,9 @@ func (d *AgentDefaults) GetModelName() string {
 
 // GroupTriggerConfig controls when the bot responds in group chats.
 type GroupTriggerConfig struct {
-	MentionOnly bool     `json:"mention_only,omitempty"`
-	Prefixes    []string `json:"prefixes,omitempty"`
+	MentionOnly bool                          `json:"mention_only,omitempty"`
+	Prefixes    []string                      `json:"prefixes,omitempty"`
+	Topics      map[string]GroupTriggerConfig `json:"topics,omitempty"`
 }
 
 // TypingConfig controls typing indicator behavior (Phase 10).