diff --git a/output/daily_feedback/ai_descriptions_feishu_2026-06-15.json b/output/daily_feedback/ai_descriptions_feishu_2026-06-15.json
new file mode 100644
index 0000000..94fa2c1
--- /dev/null
+++ b/output/daily_feedback/ai_descriptions_feishu_2026-06-15.json
@@ -0,0 +1,13 @@
+{
+  "date": "2026-06-15",
+  "descriptions": [
+    {
+      "index": 1,
+      "description": "V1型号在入门测环节出现相关人员，退出重进后依然相关人员。"
+    },
+    {
+      "index": 2,
+      "description": "无明确问题"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/output/daily_feedback/ai_descriptions_wechat_2026-06-15.json b/output/daily_feedback/ai_descriptions_wechat_2026-06-15.json
new file mode 100644
index 0000000..e8839de
--- /dev/null
+++ b/output/daily_feedback/ai_descriptions_wechat_2026-06-15.json
@@ -0,0 +1,89 @@
+{
+  "date": "2026-06-15",
+  "descriptions": [
+    {
+      "index": 1,
+      "description": "美食环节中孩子选择的食材与最终呈现的食材不一致"
+    },
+    {
+      "index": 2,
+      "description": "无明确问题"
+    },
+    {
+      "index": 3,
+      "description": "用户购买年包后，客户端显示为季度包"
+    },
+    {
+      "index": 4,
+      "description": "无明确问题"
+    },
+    {
+      "index": 5,
+      "description": "V1设备上入门测界面相关人员，退出重进后仍无法恢复。"
+    },
+    {
+      "index": 6,
+      "description": "无明确问题"
+    },
+    {
+      "index": 7,
+      "description": "无明确问题"
+    },
+    {
+      "index": 8,
+      "description": "无明确问题"
+    },
+    {
+      "index": 9,
+      "description": "无明确问题"
+    },
+    {
+      "index": 10,
+      "description": "小程序学习报告中学到前10单元但仅展示前4单元内容"
+    },
+    {
+      "index": 11,
+      "description": "在英语学习App中，用户已学到第10单元，但学习报告仅显示前四单元的内容。"
+    },
+    {
+      "index": 12,
+      "description": "无明确问题"
+    },
+    {
+      "index": 13,
+      "description": "关卡选择界面默认展示季度列表，无法直接查看单元列表，需手动选择L1S1才能显示。"
+    },
+    {
+      "index": 14,
+      "description": "无明确问题"
+    },
+    {
+      "index": 15,
+      "description": "无明确问题"
+    },
+    {
+      "index": 16,
+      "description": "无明确问题"
+    },
+    {
+      "index": 17,
+      "description": "无明确问题"
+    },
+    {
+      "index": 18,
+      "description": "微信小程序熏听时播放断断续续。"
+    },
+    {
+      "index": 19,
+      "description": "无明确问题"
+    },
+    {
+      "index": 20,
+      "description": "无明确问题"
+    },
+    {
+      "index": 21,
+      "description": "相关人员反馈，用户后台显示已有三节课记录，但客户端显示课相关人员度从头开始。"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/output/daily_feedback/cluster_context_2026-06-15.json b/output/daily_feedback/cluster_context_2026-06-15.json
new file mode 100644
index 0000000..79a90b1
--- /dev/null
+++ b/output/daily_feedback/cluster_context_2026-06-15.json
@@ -0,0 +1,68 @@
+{
+  "date": "2026-06-15",
+  "total_clusters": 2,
+  "clusters": [
+    {
+      "index": 1,
+      "_idx": 1,
+      "cluster_id": "7752627456441555262",
+      "location": {
+        "端": "未知",
+        "环节": "未知",
+        "课程": "",
+        "角色/组件": ""
+      },
+      "priority": "P2",
+      "priority_detail": "",
+      "category": "其他问题",
+      "conclusion": "**当前问题排查结论：** 暂无结论排查中",
+      "messages": [
+        {
+          "sender": "嘿哈",
+          "content": "@ @瓦拉英语-尼克老师 这个由具体的型号么\n  ↳ 回复 瓦拉英语-尼克老师: 19988541989，入门测白屏，退出重进还是白屏",
+          "msg_type": "link",
+          "media_url": "",
+          "time": "2026-06-15 10:39:26"
+        },
+        {
+          "sender": "瓦拉英语-尼克老师",
+          "content": "@八哥-16619720408 客户说是V1\n  ↳ 回复 嘿哈: @ @瓦拉英语-尼克老师 这个由具体的型号么",
+          "msg_type": "link",
+          "media_url": "",
+          "time": "2026-06-15 10:42:46"
+        }
+      ]
+    },
+    {
+      "index": 2,
+      "_idx": 2,
+      "cluster_id": "1006795680236568163",
+      "location": {
+        "端": "未知",
+        "环节": "未知",
+        "课程": "",
+        "角色/组件": ""
+      },
+      "priority": "P2",
+      "priority_detail": "",
+      "category": "其他问题",
+      "conclusion": "**当前问题排查结论：** 暂无结论排查中",
+      "messages": [
+        {
+          "sender": "",
+          "content": "\"瓦拉英语-尼克老师@美奇创想\"邀请\"瓦拉英语-Nick\"加入了群聊",
+          "msg_type": "system",
+          "media_url": "",
+          "time": "2026-06-15 21:35:00"
+        },
+        {
+          "sender": "瓦拉英语-Nick",
+          "content": "[聊天记录] 瓦拉英语-Nick与瓦拉英语-尼克老师的聊天记录\n瓦拉英语-Nick: [图片]\n瓦拉英语-Nick: [图片]\n瓦拉英语-Nick: [图片]\n瓦拉英语-Nick: [图片]",
+          "msg_type": "link",
+          "media_url": "",
+          "time": "2026-06-15 21:38:45"
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/output/daily_feedback/飞书反馈_2026-06-16.xlsx b/output/daily_feedback/飞书反馈_2026-06-16.xlsx
new file mode 100644
index 0000000..f709d2b
Binary files /dev/null and b/output/daily_feedback/飞书反馈_2026-06-16.xlsx differ