auto backup 2026-06-04 08:10:01

.vala_skill_hashes

@@ -14,4 +14,4 @@ user-feedback-data-source a95eb9142f3019fd193c46f89147dc7e0bf01dfe250202565a86f8
 user-feedback-processor 61783a8e9f03a973c187b359a87749ad1993dc71f8364b0a853d8b3ff64c75e8
 feishu-group-msg-sync 953534cc3d1cf4489060afe1cf10cad75faedd3f2d699ffa7478d178d528dc51
 tencent-cos-upload 2505dbc8c7acdaf95f2228598ae12010e09599a25df4319587c4a3109d828053
-feishu-feedback-sync 066a9fd4da5ddb9dd2d4dc27412e593787747d87a6b4183e39354fd3f6443b4b
+feishu-feedback-sync fa183bd91d2b8d1c6fae7647aa4b3536791e729a1cc8146dfa5b29d4120a8467

data/last_wechat_sync_id

@@ -1 +1 @@
-1930
+1933

memory/.dreams/events.jsonl

@@ -32,3 +32,4 @@
 {"type":"memory.recall.recorded","timestamp":"2026-06-01T14:02:36.057Z","query":"毋益飞 user_id","resultCount":1,"results":[{"path":"memory/2026-05-07.md","startLine":109,"endLine":148,"score":1}]}
 {"type":"memory.recall.recorded","timestamp":"2026-06-02T06:49:10.085Z","query":"小编 飞书 user_id 身份","resultCount":4,"results":[{"path":"memory/2026-05-25.md","startLine":21,"endLine":42,"score":1},{"path":"memory/2026-05-26.md","startLine":1,"endLine":24,"score":1},{"path":"memory/2026-05-25.md","startLine":38,"endLine":44,"score":1},{"path":"memory/2026-05-22.md","startLine":129,"endLine":158,"score":1}]}
 {"type":"memory.recall.recorded","timestamp":"2026-06-02T06:49:17.685Z","query":"小编 群聊 身份 open_id","resultCount":1,"results":[{"path":"memory/2026-04-18.md","startLine":1,"endLine":5,"score":1}]}
+{"type":"memory.recall.recorded","timestamp":"2026-06-03T02:09:30.724Z","query":"小葵小葵群 chat_id 用户反馈发送","resultCount":1,"results":[{"path":"memory/2026-04-18.md","startLine":1,"endLine":5,"score":1}]}

memory/.dreams/short-term-recall.json

@@ -1,6 +1,6 @@
 {
   "version": 1,
-  "updatedAt": "2026-06-02T06:49:17.685Z",
+  "updatedAt": "2026-06-03T02:09:30.724Z",
   "entries": {
     "memory:memory/2026-04-18.md:1:5": {
       "key": "memory:memory/2026-04-18.md:1:5",
@@ -9,13 +9,13 @@
       "endLine": 5,
       "source": "memory",
       "snippet": "# 2026-04-18 工作日志 ## 术语共识 [李若松确认] 术语「飞书反馈消息数据库」默认指代用户反馈收集技能中的飞书内部测试反馈MySQL数据表 `vala_test.lark_group_message`，存储「内容测试问题反馈」群（oc_fabff7672e62a9ced7b326ee4a286c26）的同步消息数据。",
-      "recallCount": 10,
+      "recallCount": 11,
       "dailyCount": 0,
       "groundedCount": 0,
-      "totalScore": 10,
+      "totalScore": 11,
       "maxScore": 1,
       "firstRecalledAt": "2026-04-30T03:47:21.989Z",
-      "lastRecalledAt": "2026-06-02T06:49:17.685Z",
+      "lastRecalledAt": "2026-06-03T02:09:30.724Z",
       "queryHashes": [
         "353f9765c086",
         "a6b740c99377",
@@ -26,7 +26,8 @@
         "261597c52d5b",
         "3fe44d618bf6",
         "06538386c796",
-        "ce7929958572"
+        "ce7929958572",
+        "ffaa95d422fd"
       ],
       "recallDays": [
         "2026-04-30",
@@ -36,7 +37,8 @@
         "2026-05-26",
         "2026-05-27",
         "2026-05-28",
-        "2026-06-02"
+        "2026-06-02",
+        "2026-06-03"
       ],
       "conceptTags": [
         "vala-test.lark-group-message",

output/daily_feedback/ai_descriptions_feishu_2026-06-02.json

@@ -0,0 +1,25 @@
+{
+  "date": "2026-06-02",
+  "descriptions": [
+    {
+      "index": 1,
+      "description": "关卡中题目的相关人员解析功能缺失"
+    },
+    {
+      "index": 2,
+      "description": "端上测试包的Test中缺少新上线的“看图拼词”组件"
+    },
+    {
+      "index": 3,
+      "description": "相关功能尚未合并至发版分支，导致无法在发版版本中进行测试。"
+    },
+    {
+      "index": 4,
+      "description": "无明确问题"
+    },
+    {
+      "index": 5,
+      "description": "无明确问题"
+    }
+  ]
+}

output/daily_feedback/ai_descriptions_wechat_2026-06-02.json

@@ -0,0 +1,21 @@
+{
+  "date": "2026-06-02",
+  "descriptions": [
+    {
+      "index": 1,
+      "description": "无明确问题"
+    },
+    {
+      "index": 2,
+      "description": "京东相关人员课屏的磨耳朵功能出现相关人员"
+    },
+    {
+      "index": 3,
+      "description": "无明确问题"
+    },
+    {
+      "index": 4,
+      "description": "希沃学习机上查看题目解析和进入Season1第三关时频繁闪退。"
+    }
+  ]
+}

output/daily_feedback/cluster_context_2026-06-02.json

@@ -0,0 +1,100 @@
+{
+  "date": "2026-06-02",
+  "total_clusters": 1,
+  "clusters": [
+    {
+      "index": 1,
+      "_idx": 1,
+      "cluster_id": "7302252117666642816",
+      "location": {
+        "端": "未知",
+        "环节": "未知",
+        "课程": "",
+        "角色/组件": ""
+      },
+      "priority": "P0",
+      "priority_detail": "",
+      "category": "启动/运行异常",
+      "conclusion": "**当前问题排查结论：** 暂无结论排查中",
+      "messages": [
+        {
+          "sender": "瓦拉英语-茉茉老师（早10晚7）",
+          "content": "[图片] 78d95a2b44601479633367bebabeab5d",
+          "msg_type": "image",
+          "media_url": "https://static.valavala.com/vala_llm/user_feedback/wechat/image/2026-06/675ebc29ab5013c7312dc774d34511b3.jpg",
+          "time": "2026-06-02 19:58:29"
+        },
+        {
+          "sender": "瓦拉英语-茉茉老师（早10晚7）",
+          "content": "又有家长反映这个不能用鼠标写",
+          "msg_type": "text",
+          "media_url": "",
+          "time": "2026-06-02 19:58:47"
+        },
+        {
+          "sender": "瓦拉英语-茉茉老师（早10晚7）",
+          "content": "这个问题后面怎么解决呀，增加跳过的按钮吗",
+          "msg_type": "text",
+          "media_url": "",
+          "time": "2026-06-02 19:59:08"
+        },
+        {
+          "sender": ".oO(王_计)Oo.",
+          "content": "已经解决，随下次热更新",
+          "msg_type": "text",
+          "media_url": "",
+          "time": "2026-06-02 19:59:54"
+        },
+        {
+          "sender": "瓦拉英语-茉茉老师（早10晚7）",
+          "content": "好的👌",
+          "msg_type": "text",
+          "media_url": "",
+          "time": "2026-06-02 20:00:54"
+        },
+        {
+          "sender": "瓦拉英语-花花班班（早10晚7-周末休息）",
+          "content": "[聊天记录] 綦小綦和瓦拉英语-花花班主任（早10晚7）\n綦小綦: [视频]\n綦小綦: 做题或者查看做题情况 都这样一会就闪退\n綦小綦: 你们这系统技术能改进一下吗\n綦小綦: 老卡呢\n綦小綦: 要不就卡顿\n瓦拉英语-花花班主任（早10晚7）: 咱们是用的什么设备学习呢\n綦小綦: [图片]\n綦小綦: 我这没有上传日志啊\n綦小綦: 我用的希沃学习机\n綦小綦: 一天闪退好几次",
+          "msg_type": "link",
+          "media_url": "",
+          "time": "2026-06-02 20:04:20"
+        },
+        {
+          "sender": "瓦拉英语-花花班班（早10晚7-周末休息）",
+          "content": "13464008928用户用的希沃学习机经常闪退，辛苦老师看下",
+          "msg_type": "text",
+          "media_url": "",
+          "time": "2026-06-02 20:04:46"
+        },
+        {
+          "sender": "嘿哈",
+          "content": "让他进入角色后再进入设置页面点击上传日志，不要在选择角色页面进设置页\n  ↳ 回复 瓦拉英语-花花班主任（早10晚7）: 13464008928用户用的希沃学习机经常闪退，辛苦老师看下",
+          "msg_type": "link",
+          "media_url": "",
+          "time": "2026-06-02 20:06:00"
+        },
+        {
+          "sender": "嘿哈",
+          "content": "确认一下闪退的地点，是只有查看题目解析的时候闪退么？还是说有其他路径\n  ↳ 回复 瓦拉英语-花花班主任（早10晚7）: 13464008928用户用的希沃学习机经常闪退，辛苦老师看下",
+          "msg_type": "link",
+          "media_url": "",
+          "time": "2026-06-02 20:06:23"
+        },
+        {
+          "sender": "瓦拉英语-花花班班（早10晚7-周末休息）",
+          "content": "好的",
+          "msg_type": "text",
+          "media_url": "",
+          "time": "2026-06-02 20:09:58"
+        },
+        {
+          "sender": "瓦拉英语-花花班班（早10晚7-周末休息）",
+          "content": "家长说查看题目解析，它也闪退。然后今天做的是Season1里的第三关点进去也闪退。",
+          "msg_type": "text",
+          "media_url": "",
+          "time": "2026-06-02 20:29:32"
+        }
+      ]
+    }
+  ]
+}

output/daily_feedback/wechat_cluster_context_2026-06-02.json

@@ -0,0 +1,157 @@
+{
+  "date": "2026-06-02",
+  "clusters": [
+    {
+      "index": 1,
+      "_idx": 1,
+      "cluster_id": "4437274725416708727",
+      "message_count": 1,
+      "priority": "P2",
+      "priority_detail": "基础优先级: P2（无法精确匹配，默认归为P2）",
+      "messages": [
+        {
+          "sender": "瓦拉英语-露露班班（早10晚7）",
+          "content": "[图片] f76c7d140dc870f5ae2b42a6c27621c7",
+          "msg_type": "image",
+          "time": "2026-06-02 09:44:34",
+          "message_id": "4437274725416708727",
+          "quote_message_id": ""
+        }
+      ]
+    },
+    {
+      "index": 2,
+      "_idx": 2,
+      "cluster_id": "8085984444640105314",
+      "message_count": 1,
+      "priority": "P0",
+      "priority_detail": "基础优先级: P0（匹配P0规则：crash）",
+      "messages": [
+        {
+          "sender": "瓦拉英语-露露班班（早10晚7）",
+          "content": "京东方小课屏的磨耳朵又出现了白屏，已经引导用户在小程序上听",
+          "msg_type": "text",
+          "time": "2026-06-02 09:45:08",
+          "message_id": "8085984444640105314",
+          "quote_message_id": ""
+        }
+      ]
+    },
+    {
+      "index": 3,
+      "_idx": 3,
+      "cluster_id": "6374990160361275847",
+      "message_count": 1,
+      "priority": "P2",
+      "priority_detail": "基础优先级: P2（无法精确匹配，默认归为P2）",
+      "messages": [
+        {
+          "sender": ".oO(王_计)Oo.",
+          "content": "磨耳朵已经在用unity原生重新开发了。让用户再稍微等一下",
+          "msg_type": "text",
+          "time": "2026-06-02 09:46:34",
+          "message_id": "6374990160361275847",
+          "quote_message_id": ""
+        }
+      ]
+    },
+    {
+      "index": 4,
+      "_idx": 4,
+      "cluster_id": "7302252117666642816",
+      "message_count": 11,
+      "priority": "P0",
+      "priority_detail": "基础优先级: P0（匹配P0规则：crash）；出现频率: 高概率",
+      "messages": [
+        {
+          "sender": "瓦拉英语-花花班班（早10晚7-周末休息）",
+          "content": "13464008928用户用的希沃学习机经常闪退，辛苦老师看下",
+          "msg_type": "text",
+          "time": "2026-06-02 20:04:46",
+          "message_id": "7302252117666642816",
+          "quote_message_id": ""
+        },
+        {
+          "sender": "嘿哈",
+          "content": "让他进入角色后再进入设置页面点击上传日志，不要在选择角色页面进设置页\n  ↳ 回复 瓦拉英语-花花班主任（早10晚7）: 13464008928用户用的希沃学习机经常闪退，辛苦老师看下",
+          "msg_type": "link",
+          "time": "2026-06-02 20:06:00",
+          "message_id": "3680519818246863462",
+          "quote_message_id": "7302252117666642816"
+        },
+        {
+          "sender": "嘿哈",
+          "content": "确认一下闪退的地点，是只有查看题目解析的时候闪退么？还是说有其他路径\n  ↳ 回复 瓦拉英语-花花班主任（早10晚7）: 13464008928用户用的希沃学习机经常闪退，辛苦老师看下",
+          "msg_type": "link",
+          "time": "2026-06-02 20:06:23",
+          "message_id": "5476954047159243877",
+          "quote_message_id": "7302252117666642816"
+        },
+        {
+          "sender": "瓦拉英语-茉茉老师（早10晚7）",
+          "content": "[图片] 78d95a2b44601479633367bebabeab5d",
+          "msg_type": "image",
+          "time": "2026-06-02 19:58:29",
+          "message_id": "8392416847465848425",
+          "quote_message_id": ""
+        },
+        {
+          "sender": "瓦拉英语-茉茉老师（早10晚7）",
+          "content": "又有家长反映这个不能用鼠标写",
+          "msg_type": "text",
+          "time": "2026-06-02 19:58:47",
+          "message_id": "6149726619633505263",
+          "quote_message_id": ""
+        },
+        {
+          "sender": "瓦拉英语-茉茉老师（早10晚7）",
+          "content": "这个问题后面怎么解决呀，增加跳过的按钮吗",
+          "msg_type": "text",
+          "time": "2026-06-02 19:59:08",
+          "message_id": "533759990164518435",
+          "quote_message_id": ""
+        },
+        {
+          "sender": ".oO(王_计)Oo.",
+          "content": "已经解决，随下次热更新",
+          "msg_type": "text",
+          "time": "2026-06-02 19:59:54",
+          "message_id": "9092556441259768782",
+          "quote_message_id": ""
+        },
+        {
+          "sender": "瓦拉英语-茉茉老师（早10晚7）",
+          "content": "好的👌",
+          "msg_type": "text",
+          "time": "2026-06-02 20:00:54",
+          "message_id": "6634484585577794512",
+          "quote_message_id": ""
+        },
+        {
+          "sender": "瓦拉英语-花花班班（早10晚7-周末休息）",
+          "content": "[聊天记录] 綦小綦和瓦拉英语-花花班主任（早10晚7）\n綦小綦: [视频]\n綦小綦: 做题或者查看做题情况 都这样一会就闪退\n綦小綦: 你们这系统技术能改进一下吗\n綦小綦: 老卡呢\n綦小綦: 要不就卡顿\n瓦拉英语-花花班主任（早10晚7）: 咱们是用的什么设备学习呢\n綦小綦: [图片]\n綦小綦: 我这没有上传日志啊\n綦小綦: 我用的希沃学习机\n綦小綦: 一天闪退好几次",
+          "msg_type": "link",
+          "time": "2026-06-02 20:04:20",
+          "message_id": "5406706268715174985",
+          "quote_message_id": ""
+        },
+        {
+          "sender": "瓦拉英语-花花班班（早10晚7-周末休息）",
+          "content": "好的",
+          "msg_type": "text",
+          "time": "2026-06-02 20:09:58",
+          "message_id": "2006689369710136562",
+          "quote_message_id": ""
+        },
+        {
+          "sender": "瓦拉英语-花花班班（早10晚7-周末休息）",
+          "content": "家长说查看题目解析，它也闪退。然后今天做的是Season1里的第三关点进去也闪退。",
+          "msg_type": "text",
+          "time": "2026-06-02 20:29:32",
+          "message_id": "1516319709508113867",
+          "quote_message_id": ""
+        }
+      ]
+    }
+  ]
+}

scripts/ai_summarize_feedback.py

@@ -230,6 +230,7 @@ def generate_descriptions(context_data, dry_run=False):
 def apply_descriptions(date_str, descriptions, channel="feishu"):
     """调用 sync_*_feedback.py --apply-ai 回写文档
     channel: "feishu" 或 "wechat"
+    返回 (doc_update_ok, summary_md) 元组。
     """
     sys.path.insert(0, SKILL_SCRIPT_DIR)
     
@@ -260,6 +261,8 @@ def apply_descriptions(date_str, descriptions, channel="feishu"):
         capture_output=True, text=True, timeout=60, env=env
     )
     
+    # 从 stdout 提取替换后的 summary_md（用于后续分发）
+    summary_md = ""
     if "AI 描述已应用" in result.stdout or "✅" in result.stdout:
         print(f"   ✅ AI 描述已回写到知识库文档")
         # 回写成功后清理上下文文件，避免心跳重复处理
@@ -268,11 +271,134 @@ def apply_descriptions(date_str, descriptions, channel="feishu"):
         if os.path.exists(context_path):
             os.remove(context_path)
             print(f"   🗑️ 已清理上下文文件: {context_path}")
-        return True
+        return True, summary_md
     else:
         print(f"   ❌ 回写失败: {result.stdout[:300]}")
         if result.stderr:
             print(f"   stderr: {result.stderr[:300]}")
+        # 回写失败时，用 context + AI 描述自行构建 summary_md 用于分发
+        summary_md = build_summary_from_context(date_str, descriptions, channel)
+        return False, summary_md
+
+
+def build_summary_from_context(date_str, descriptions, channel="feishu"):
+    """从 cluster_context + AI 描述构建 summary markdown（用于分发到群聊）。"""
+    ctx_prefix = "wechat_cluster_context" if channel == "wechat" else "cluster_context"
+    context_path = os.path.join(CONTEXT_DIR, f"{ctx_prefix}_{date_str}.json")
+    if not os.path.exists(context_path):
+        return ""
+    
+    with open(context_path, "r", encoding="utf-8") as f:
+        ctx = json.load(f)
+    
+    desc_map = {d["index"]: d["description"] for d in descriptions}
+    
+    lines = ["## 今日问题归纳", ""]
+    
+    # 按优先级分组
+    grouped = {"P0": [], "P1": [], "P2": [], "P3": []}
+    for c in ctx["clusters"]:
+        idx = c.get("_idx") or c.get("index", 0)
+        desc = desc_map.get(idx, f"[问题{idx}]")
+        priority = c.get("priority", "P2")
+        grouped[priority].append(desc)
+    
+    headers = {
+        "P0": "⚠️ P0级核心问题（需优先处理）",
+        "P1": "⚡ P1级重要问题",
+        "P2": "📌 P2级一般问题",
+        "P3": "📝 P3级低优先级",
+    }
+    
+    for p_level in ["P0", "P1", "P2", "P3"]:
+        items = grouped[p_level]
+        if not items:
+            continue
+        lines.append(f"**{headers[p_level]}**")
+        for item in items:
+            lines.append(f"- {item}")
+        lines.append("")
+    
+    return "\n".join(lines)
+
+
+def dispatch_summary_to_group(date_str, summary_md, channel="feishu"):
+    """将归纳摘要发送到「小葵小葵」群聊。使用 Python 直接调飞书 API。"""
+    DISPATCH_CHAT_ID = "oc_4171a2188f2554522a4309f2d7c27753"
+    SUMMARY_PARENT_NODE = "MpBNdkCxOobSNQxeJJDcWg9ZnRI"
+    
+    if not summary_md:
+        print("   ⚠️ 无归纳内容可分发")
+        return False
+    
+    # 提取「今日问题归纳」部分
+    if "## 今日问题归纳" in summary_md:
+        归纳_content = summary_md.split("## 今日问题归纳\n", 1)[1]
+    else:
+        归纳_content = summary_md
+    
+    # 过滤"无明确问题"条目
+    filtered_lines = []
+    for line in 归纳_content.strip().split("\n"):
+        stripped = line.strip()
+        if stripped in ("- 无明确问题", "* 无明确问题"):
+            continue
+        filtered_lines.append(line)
+    归纳_content = "\n".join(filtered_lines).strip()
+    
+    has_items = any(line.strip().startswith("- ") for line in filtered_lines)
+    if not 归纳_content or not has_items:
+        print("   ⚠️ 无归纳内容可分发（已过滤无明确问题条目）")
+        return False
+    
+    # 获取 token
+    config = json.load(open("/root/.openclaw/credentials/xiaokui/config.json"))
+    app_id = config["apps"][0]["appId"]
+    app_secret = config["apps"][0]["appSecret"]
+    req = urllib.request.Request(
+        "https://open.feishu.cn/open-apis/auth/v3/tenant_access_token/internal",
+        data=json.dumps({"app_id": app_id, "app_secret": app_secret}).encode(),
+        headers={"Content-Type": "application/json"}, method="POST"
+    )
+    token = json.loads(urllib.request.urlopen(req, timeout=10).read())["tenant_access_token"]
+    
+    # 构建 post 消息
+    label_prefix = "" if date_str.startswith(("微信-", "飞书-")) else "飞书-"
+    title = f"📋 {label_prefix}{date_str} 用户反馈问题归纳"
+    
+    content_parts = []
+    for line in 归纳_content.split("\n"):
+        content_parts.append([{"tag": "text", "text": line + "\n"}])
+    
+    doc_url = f"https://makee-interactive.feishu.cn/wiki/{SUMMARY_PARENT_NODE}"
+    content_parts.append([
+        {"tag": "text", "text": "\n📄 详细文档："},
+        {"tag": "a", "text": f"{label_prefix}{date_str} 用户反馈问题归纳", "href": doc_url}
+    ])
+    
+    post_content = json.dumps({
+        "zh_cn": {"title": title, "content": content_parts}
+    }, ensure_ascii=False)
+    
+    body = json.dumps({
+        "receive_id": DISPATCH_CHAT_ID,
+        "msg_type": "post",
+        "content": post_content
+    }, ensure_ascii=False).encode()
+    
+    req2 = urllib.request.Request(
+        "https://open.feishu.cn/open-apis/im/v1/messages?receive_id_type=chat_id",
+        data=body,
+        headers={"Authorization": f"Bearer {token}", "Content-Type": "application/json"},
+        method="POST"
+    )
+    resp = urllib.request.urlopen(req2, timeout=10)
+    result = json.loads(resp.read())
+    if result.get("code") == 0:
+        print(f"   ✅ 问题归纳已分发到群聊")
+        return True
+    else:
+        print(f"   ⚠️ 分发失败: {result.get('msg', '')[:100]}")
         return False
 
 
@@ -311,7 +437,14 @@ def main():
         print(f"[DRY-RUN] 描述已保存到 {desc_path}，未回写文档")
         return
 
-    apply_descriptions(date_str, descriptions, channel=channel)
+    ok, summary_md = apply_descriptions(date_str, descriptions, channel=channel)
+    
+    # AI 归纳完成后分发到群聊（飞书和微信都发）
+    if summary_md:
+        print(f"📨 分发 AI 归纳到群聊...")
+        dispatch_summary_to_group(date_str, summary_md, channel=channel)
+    else:
+        print(f"   ⚠️ 无归纳内容，跳过分发")
 
 
 if __name__ == "__main__":

scripts/sync_feishu_feedback_wrapper.sh

@@ -18,7 +18,7 @@ log "=== 每日全量分发开始 ==="
 YESTERDAY=$(date -d "yesterday" +%Y-%m-%d)
 
 cd /root/.openclaw/workspace-xiaokui
-python3 skills/feishu-feedback-sync/scripts/sync_feishu_feedback.py --date "$YESTERDAY" --steps 7 --ai-placeholders --dispatch-mode all >> "$LOG_FILE" 2>&1
+python3 skills/feishu-feedback-sync/scripts/sync_feishu_feedback.py --date "$YESTERDAY" --steps 1-6 --ai-placeholders --skip-dispatch >> "$LOG_FILE" 2>&1
 
 log "=== 每日全量分发结束 ==="
 exit 0

scripts/sync_wechat_feedback.py

@@ -79,15 +79,20 @@ def fetch_wechat_data(date_str):
 
 
 def gen_context_json(date_str, clusters, cluster_order):
-    """保存簇上下文 JSON 供 AI 使用"""
+    """保存簇上下文 JSON 供 AI 使用，包含 _idx 和优先级信息"""
     os.makedirs(CONTEXT_DIR, exist_ok=True)
     ctx = {"date": date_str, "clusters": []}
     for idx, cid in enumerate(cluster_order):
         cmsgs = clusters[cid]
+        # 计算优先级
+        priority_info = fsf.compute_final_priority(cmsgs)
         ctx["clusters"].append({
             "index": idx + 1,
+            "_idx": idx + 1,  # 占位符编号
             "cluster_id": cid,
             "message_count": len(cmsgs),
+            "priority": priority_info.get("priority", "P2"),
+            "priority_detail": priority_info.get("reasoning", ""),
             "messages": [
                 {"sender": m[1], "content": m[3], "msg_type": m[2],
                  "time": m[6], "message_id": m[0], "quote_message_id": m[5]}
@@ -203,16 +208,19 @@ def main():
             print("❌ 无法创建/找到文档")
             sys.exit(1)
 
+        workspace_root = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
         tmp_md = "tmp/wechat_ai_summary.md"
-        with open(tmp_md, "w", encoding="utf-8") as f:
+        tmp_md_abs = os.path.join(workspace_root, tmp_md)
+        os.makedirs(os.path.dirname(tmp_md_abs), exist_ok=True)
+        with open(tmp_md_abs, "w", encoding="utf-8") as f:
             f.write(summary_md)
         env = os.environ.copy()
         env["LARKSUITE_CLI_CONFIG_DIR"] = CRED_DIR
         result = subprocess.run(
             [CLI, "docs", "+update", "--doc", obj_token, "--as", "bot",
              "--mode", "overwrite", "--markdown", f"@{tmp_md}"],
-            env=env, capture_output=True, text=True, timeout=15)
+            env=env, capture_output=True, text=True, timeout=15, cwd=workspace_root)
-        os.unlink(tmp_md)
+        os.unlink(tmp_md_abs)
 
         try:
             resp = json.loads(result.stdout)

skills/feishu-feedback-sync/scripts/priority_classifier.py

@@ -17,7 +17,7 @@ from typing import List, Dict, Tuple, Optional
 
 # P0 关键词：完全阻断使用、核心功能崩溃
 P0_KEYWORDS = {
-    "crash": r'闪退|崩溃|卡死|无法启动|打不开|进不去|登不上|完全.*进|完全.*打|完全.*不能|无法.*进入',
+    "crash": r'闪退|崩溃|卡死|白屏|黑屏|花屏|无法启动|打不开|进不去|登不上|完全.*进|完全.*打|完全.*不能|无法.*进入',
     "core": r'(知识巩固|跟读|录音).*(进不去|没反应|无法|不工作|崩溃)|(核心功能|主线).*(崩溃|卡死|无法推进|完全.*卡)',
     "payment": r'(付费|购买|充值).*(无法|不到账|失败|不能用)|(钱|金额).*(不对|错误|问题)',
     "server": r'(服务器|全国|所有.*用户|全体).*(挂了|宕机|无法连接|登不上)',

skills/feishu-feedback-sync/scripts/sync_feishu_feedback.py

@@ -1049,6 +1049,7 @@ def generate_summary(clusters, cluster_order, skip_priority=False, ai_placeholde
         loc = extract_location_elements(vc["msgs"])
         context_data.append({
             "index": idx,
+            "_idx": vc.get("_idx", idx),  # 占位符编号，与 generate_summary 中的 placeholder_idx 一致
             "cluster_id": vc["cluster_id"],
             "location": loc,
             "priority": vc.get("priority_info", {}).get("priority", "P2"),
@@ -1329,16 +1330,19 @@ def update_summary_doc_as_children(day_summaries, title_prefix="飞书-"):
         
         # 写入内容（锁内已保证obj_token唯一，不会并发写入）
         # 通过临时文件传递 markdown，避免 shell 转义问题
+        workspace_root = os.path.dirname(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))))
         tmp_md_path = "tmp/_summary_md.txt"
-        with open(tmp_md_path, "w", encoding="utf-8") as f:
+        tmp_md_abs = os.path.join(workspace_root, tmp_md_path)
+        os.makedirs(os.path.dirname(tmp_md_abs), exist_ok=True)
+        with open(tmp_md_abs, "w", encoding="utf-8") as f:
             f.write(content)
         result = subprocess.run(
             [CLI, "docs", "+update", "--doc", obj_token, "--as", "bot",
              "--mode", "overwrite",
              "--markdown", f"@{tmp_md_path}"],
-            env=env, capture_output=True, text=True, timeout=15
+            env=env, capture_output=True, text=True, timeout=15, cwd=workspace_root
         )
-        os.unlink(tmp_md_path)
+        os.unlink(tmp_md_abs)
         
         try:
             d = json.loads(result.stdout)
@@ -1616,9 +1620,12 @@ def main():
         obj_token = nodes[title]["obj_token"]
         print(f"📄 目标文档: {obj_token}")
 
-        # 写入临时文件（lark-cli @file 要求相对路径）
+        # 写入临时文件（lark-cli @file 要求相对路径，通过 cwd 确保在 workspace 根目录）
+        workspace_root = os.path.dirname(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))))
         tmp_md = "tmp/ai_summary_md.txt"
-        with open(tmp_md, "w", encoding="utf-8") as f:
+        tmp_md_abs = os.path.join(workspace_root, tmp_md)
+        os.makedirs(os.path.dirname(tmp_md_abs), exist_ok=True)
+        with open(tmp_md_abs, "w", encoding="utf-8") as f:
             f.write(summary_md)
 
         env = os.environ.copy()
@@ -1626,8 +1633,8 @@ def main():
         result = subprocess.run(
             [CLI, "docs", "+update", "--doc", obj_token, "--as", "bot",
              "--mode", "overwrite", "--markdown", f"@{tmp_md}"],
-            env=env, capture_output=True, text=True, timeout=15)
+            env=env, capture_output=True, text=True, timeout=15, cwd=workspace_root)
-        os.unlink(tmp_md)  # 清理临时文件
+        os.unlink(tmp_md_abs)  # 清理临时文件
         try:
             resp = json.loads(result.stdout)
             if resp.get("ok"):