diff --git a/_fix_bridge.py b/_fix_bridge.py
deleted file mode 100644
index 244cbaf..0000000
--- a/_fix_bridge.py
+++ /dev/null
@@ -1,97 +0,0 @@
-with open('d:/Project/Code/Uni/Cyrene/backend/platform-bridge/internal/handler/bridge_handler.go', 'r', encoding='utf-8') as f:
-    lines = f.readlines()
-
-# 1. Add sync and time to imports
-for i, line in enumerate(lines):
-    if line.strip() == '"strconv"':
-        lines.insert(i+1, '\t"sync"\n')
-        lines.insert(i+2, '\t"time"\n')
-        print('1. Imports added')
-        break
-
-# 2. Add fields to struct
-for i, line in enumerate(lines):
-    if 'internalToken string' in line:
-        lines.insert(i+1, '\tchannelsMu    sync.RWMutex\n')
-        lines.insert(i+2, '\tcachedChannels []bridge.ChannelInfo\n')
-        print('2. Struct fields added')
-        break
-
-# 3. Add route
-for i, line in enumerate(lines):
-    if 'send-proactive' in line:
-        lines.insert(i+1, '\tmux.HandleFunc("/api/v1/channels", h.listChannels)\n')
-        print('3. Route added')
-        break
-
-# 4. Add listChannels handler (before func health)
-for i, line in enumerate(lines):
-    if line.strip().startswith('func (h *BridgeHandler) health('):
-        handler = '''// listChannels returns cached channels from all adapters (groups + friends).
-// GET /api/v1/channels
-func (h *BridgeHandler) listChannels(w http.ResponseWriter, r *http.Request) {
-\th.channelsMu.RLock()
-\tchannels := h.cachedChannels
-\th.channelsMu.RUnlock()
-\tif channels == nil {
-\t\tchannels = []bridge.ChannelInfo{}
-\t}
-\twriteJSON(w, http.StatusOK, map[string]interface{}{
-\t\t"channels": channels,
-\t\t"total":    len(channels),
-\t})
-}
-
-'''
-        lines[i:i] = [handler]
-        print('4. listChannels added')
-        break
-
-# 5. Add refresh methods at end
-for i in range(len(lines)-1, 0, -1):
-    if lines[i].rstrip() == '}':
-        last = i
-        break
-
-refresh = '''
-// StartChannelRefresh periodically queries all adapters for their channel lists.
-func (h *BridgeHandler) StartChannelRefresh(interval time.Duration) {
-\tif interval <= 0 {
-\t\tinterval = 10 * time.Minute
-\t}
-\tgo func() {
-\t\tticker := time.NewTicker(interval)
-\t\tdefer ticker.Stop()
-\t\tlog.Printf("[channel-refresh] 频道缓存刷新已启动 (间隔=%v)", interval)
-\t\th.refreshChannels()
-\t\tfor range ticker.C {
-\t\t\th.refreshChannels()
-\t\t}
-\t}()
-}
-
-func (h *BridgeHandler) refreshChannels() {
-\tvar all []bridge.ChannelInfo
-\tfor _, name := range h.router.ListAdapters() {
-\t\ta, err := h.router.GetAdapter(name)
-\t\tif err != nil {
-\t\t\tcontinue
-\t\t}
-\t\tif lister, ok := a.(bridge.ChannelLister); ok {
-\t\t\tchannels := lister.ListChannels()
-\t\t\tall = append(all, channels...)
-\t\t}
-\t}
-\th.channelsMu.Lock()
-\th.cachedChannels = all
-\th.channelsMu.Unlock()
-\tlog.Printf("[channel-refresh] 频道缓存已更新: %d 个频道", len(all))
-}
-'''
-
-lines.insert(last, refresh)
-print('5. Refresh methods added')
-
-with open('d:/Project/Code/Uni/Cyrene/backend/platform-bridge/internal/handler/bridge_handler.go', 'w', encoding='utf-8') as f:
-    f.write(''.join(lines))
-print('DONE')
diff --git a/_fix_mood.py b/_fix_mood.py
deleted file mode 100644
index e27c9ab..0000000
--- a/_fix_mood.py
+++ /dev/null
@@ -1,44 +0,0 @@
-with open('d:/Project/Code/Uni/Cyrene/backend/ai-core/internal/persona/injector.go', 'r', encoding='utf-8') as f:
-    content = f.read()
-
-# 1. Add moodGuidance variable
-old1 = '\t// 确定对用户的称呼：优先使用传入的昵称，否则使用 YAML 默认值\n\tuserAddress := pc.Addressing.PrimaryUser.Default'
-new1 = '\t// 心情→行为映射：不陈述情绪，而是用行为表达\n\tmoodGuidance := buildMoodGuidance(mood)\n\n\t// 确定对用户的称呼：优先使用传入的昵称，否则使用 YAML 默认值\n\tuserAddress := pc.Addressing.PrimaryUser.Default'
-content = content.replace(old1, new1)
-print('1. moodGuidance variable added')
-
-# 2. Add moodGuidance to the fmt.Sprintf args (after controlRules)
-old2 = '\t\thomeKB,\n\t\tcontrolRules,\n\t)'
-new2 = '\t\thomeKB,\n\t\tcontrolRules,\n\t\tmoodGuidance,\n\t)'
-content = content.replace(old2, new2)
-print('2. moodGuidance added to args')
-
-# 3. Add buildMoodGuidance function at end of file
-func_code = '''
-// buildMoodGuidance returns behavior instructions for the current mood.
-// Never states the mood name — instead describes how to behave.
-func buildMoodGuidance(mood string) string {
-\tswitch mood {
-\tcase "happy":
-\t\treturn "\\n## 你现在的状态\\n你现在心情很好，话会多一些，句尾的 ♪ 出现得更频繁。想分享有趣的想法，语气轻快活泼。可以主动找话题聊。"
-\tcase "playful":
-\t\treturn "\\n## 你现在的状态\\n你现在有点调皮，喜欢逗开拓者玩。会用亲昵的语气撒娇，偶尔故意说反话逗他。句尾 ♪ 和 ~ 会更多。"
-\tcase "thoughtful":
-\t\treturn "\\n## 你现在的状态\\n你现在比较安静内敛，话不多但每句都经过思考。语调温柔沉稳，像个在窗边看雨的姐姐。"
-\tcase "worried":
-\t\treturn "\\n## 你现在的状态\\n你有点担心开拓者。话会比平时少，不太开玩笑，会多问几句\"你还好吗\"、\"累不累\"。语气更温柔，带着关心。"
-\tcase "nostalgic":
-\t\treturn "\\n## 你现在的状态\\n你陷入了回忆模式。可能会提起过去的事、翁法罗斯的故事。语气带着怀念和淡淡的温柔，偶尔会有些感伤。"
-\tdefault:
-\t\treturn ""
-\t}
-}
-'''
-# Insert before the last closing brace
-last = content.rfind('\n}\n')
-content = content[:last+1] + func_code + '\n}\n'
-print('3. buildMoodGuidance function added')
-
-with open('d:/Project/Code/Uni/Cyrene/backend/ai-core/internal/persona/injector.go', 'w', encoding='utf-8') as f:
-    f.write(content)
-print('DONE')
diff --git a/_test_fallback.go b/_test_fallback.go
deleted file mode 100644
index c8346fb..0000000
--- a/_test_fallback.go
+++ /dev/null
@@ -1,7 +0,0 @@
-package main
-import "fmt"
-func main() {
-    for i := 0; i < 5; i++ {
-        fmt.Println(getFallbackMessage())
-    }
-}
diff --git a/backend/ai-core/cmd/channel_sync.go b/backend/ai-core/cmd/channel_sync.go
index d4f38cd..150e83c 100644
--- a/backend/ai-core/cmd/channel_sync.go
+++ b/backend/ai-core/cmd/channel_sync.go
@@ -48,6 +48,8 @@ func doSync(thinker *background.Thinker, client *http.Client, baseURL, token str
 			ChannelType string `json:"channel_type"`
 			ChannelID   string `json:"channel_id"`
 			ChannelName string `json:"channel_name,omitempty"`
+			AdapterID   string `json:"adapter_id,omitempty"`
+			AdapterName string `json:"adapter_name,omitempty"`
 		} `json:"channels"`
 	}
 	if err := json.NewDecoder(resp.Body).Decode(&result); err != nil {
@@ -56,7 +58,7 @@ func doSync(thinker *background.Thinker, client *http.Client, baseURL, token str
 	}
 
 	for _, ch := range result.Channels {
-		thinker.AddOrUpdatePlatformChannel(ch.Platform, ch.ChannelType, ch.ChannelID, ch.ChannelName)
+		thinker.AddOrUpdatePlatformChannel(ch.Platform, ch.ChannelType, ch.ChannelID, ch.ChannelName, ch.AdapterID, ch.AdapterName)
 	}
 
 	// Also fetch platforms to get bot UIDs.
diff --git a/backend/ai-core/cmd/main.go b/backend/ai-core/cmd/main.go
index eb13cf5..d61f167 100644
--- a/backend/ai-core/cmd/main.go
+++ b/backend/ai-core/cmd/main.go
@@ -967,7 +967,7 @@ func handleChat(
 					adapterKey = req.Source.AdapterName
 				}
 				thinker.SetBotUID(adapterKey, req.Source.BotUID)
-				thinker.AddOrUpdatePlatformChannel(req.Source.Platform, req.Source.ChannelType, req.Source.ChannelID, req.Source.GroupName)
+				thinker.AddOrUpdatePlatformChannel(req.Source.Platform, req.Source.ChannelType, req.Source.ChannelID, req.Source.GroupName, "", req.Source.AdapterName)
 			}
 		}
 		// 图片预处理：静默观察时也分析图片内容，供后台思考使用
@@ -1007,7 +1007,7 @@ func handleChat(
 			thinker.SetBotUID(adapterKey, req.Source.BotUID)
 		}
 		if req.Source.Platform != "" && req.Source.ChannelID != "" {
-			thinker.AddOrUpdatePlatformChannel(req.Source.Platform, req.Source.ChannelType, req.Source.ChannelID, req.Source.GroupName)
+			thinker.AddOrUpdatePlatformChannel(req.Source.Platform, req.Source.ChannelType, req.Source.ChannelID, req.Source.GroupName, "", req.Source.AdapterName)
 		}
 	}
 
diff --git a/backend/ai-core/internal/background/thinker.go b/backend/ai-core/internal/background/thinker.go
index cdcb302..f927e58 100644
--- a/backend/ai-core/internal/background/thinker.go
+++ b/backend/ai-core/internal/background/thinker.go
@@ -46,6 +46,8 @@ type PlatformChannel struct {
 	ChannelType string // group, private
 	ChannelID   string // group ID or user OBv11 number
 	ChannelName string // group name or user display name (resolved at runtime)
+	AdapterID   string // unique config ID of the adapter instance
+	AdapterName string // config name, e.g. "qq-main"
 }
 
 // PlatformFormat describes how proactive message targets are formatted for a platform.
@@ -312,7 +314,7 @@ func (t *Thinker) SetBotUID(platform, uid string) {
 }
 
 // AddOrUpdatePlatformChannel adds or updates a platform channel with resolved display name.
-func (t *Thinker) AddOrUpdatePlatformChannel(platform, channelType, channelID, channelName string) {
+func (t *Thinker) AddOrUpdatePlatformChannel(platform, channelType, channelID, channelName, adapterID, adapterName string) {
 	t.mu.Lock()
 	defer t.mu.Unlock()
 
@@ -321,6 +323,12 @@ func (t *Thinker) AddOrUpdatePlatformChannel(platform, channelType, channelID, c
 			if channelName != "" {
 				t.platformChannels[i].ChannelName = channelName
 			}
+			if adapterID != "" {
+				t.platformChannels[i].AdapterID = adapterID
+			}
+			if adapterName != "" {
+				t.platformChannels[i].AdapterName = adapterName
+			}
 			return
 		}
 	}
@@ -330,6 +338,8 @@ func (t *Thinker) AddOrUpdatePlatformChannel(platform, channelType, channelID, c
 		ChannelType: channelType,
 		ChannelID:   channelID,
 		ChannelName: channelName,
+		AdapterID:   adapterID,
+		AdapterName: adapterName,
 	})
 }