auto backup 2026-05-27 08:10:02

.vala_skill_hashes

@@ -14,4 +14,4 @@ user-feedback-collector c0320451bf7ea0ce3d8ceaa603ae0a7b55c373c048363a5142258a4c
 user-feedback-data-source a95eb9142f3019fd193c46f89147dc7e0bf01dfe250202565a86f8bc52f37b13
 user-feedback-processor 61783a8e9f03a973c187b359a87749ad1993dc71f8364b0a853d8b3ff64c75e8
 feishu-group-msg-sync 1b581de76d419e6a33db0836125efc16ef2c972013fcae6f08c03aa7e2276445
-feishu-feedback-sync f00631ca2f9ed68c139b6dd0b08992bc937576db27c001aac72a3edb3a2e108e
+feishu-feedback-sync 9c9ca1f0c42a289e037289cd394299b7debf7e240d3b30429899da42b601d953

data/last_wechat_sync_id

@@ -1 +1 @@
-1647
+1674

memory/.dreams/events.jsonl

@@ -19,3 +19,5 @@
 {"type":"memory.recall.recorded","timestamp":"2026-05-25T02:22:57.258Z","query":"小葵小葵群 问题反馈 发送消息 定时任务 5月23日","resultCount":1,"results":[{"path":"memory/2026-04-18.md","startLine":1,"endLine":5,"score":1}]}
 {"type":"memory.recall.recorded","timestamp":"2026-05-25T02:22:57.259Z","query":"crontab 定时 上午10点 反馈 群发","resultCount":5,"results":[{"path":"memory/2026-05-21.md","startLine":58,"endLine":77,"score":1},{"path":"memory/2026-05-09.md","startLine":17,"endLine":37,"score":1},{"path":"memory/2026-05-21.md","startLine":35,"endLine":64,"score":1},{"path":"memory/2026-05-21.md","startLine":1,"endLine":26,"score":1},{"path":"memory/2026-05-21.md","startLine":22,"endLine":42,"score":1}]}
 {"type":"memory.recall.recorded","timestamp":"2026-05-25T07:11:25.527Z","query":"微信反馈 全链路 cron 采集 整理 归纳 分发","resultCount":3,"results":[{"path":"memory/2026-05-25.md","startLine":21,"endLine":42,"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":"2026-05-26T03:40:13.634Z","query":"微信飞书问题汇总 小葵小葵群 发送汇总","resultCount":3,"results":[{"path":"memory/2026-05-25.md","startLine":21,"endLine":42,"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":"2026-05-26T03:40:24.708Z","query":"小葵小葵群 chat_id 分发消息群","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": "2026-05-25T07:11:25.527Z",
+  "updatedAt": "2026-05-26T03:40:24.708Z",
   "entries": {
     "memory:memory/2026-04-18.md:1:5": {
       "key": "memory:memory/2026-04-18.md:1:5",
@@ -9,26 +9,28 @@
       "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": 6,
+      "recallCount": 7,
       "dailyCount": 0,
       "groundedCount": 0,
-      "totalScore": 6,
+      "totalScore": 7,
       "maxScore": 1,
       "firstRecalledAt": "2026-04-30T03:47:21.989Z",
-      "lastRecalledAt": "2026-05-25T02:22:57.258Z",
+      "lastRecalledAt": "2026-05-26T03:40:24.708Z",
       "queryHashes": [
         "353f9765c086",
         "a6b740c99377",
         "9625ed0029fd",
         "f865295b9ac7",
         "42fe8210f22c",
-        "81f7a2647922"
+        "81f7a2647922",
+        "261597c52d5b"
       ],
       "recallDays": [
         "2026-04-30",
         "2026-05-06",
         "2026-05-07",
-        "2026-05-25"
+        "2026-05-25",
+        "2026-05-26"
       ],
       "conceptTags": [
         "vala-test.lark-group-message",
@@ -887,18 +889,20 @@
       "endLine": 42,
       "source": "memory",
       "snippet": "- `update_summary_doc_as_children()` 默认 title_prefix 从 `\"\"` 改为 `\"飞书-\"` - `create_child_doc()` 日期提取兼容 `飞书-` / `微信-` 前缀 - `dispatch_summary_to_chat()` 消息标题和链接同步更新 - `get_today_doc_obj_token()`、`--apply-ai` 路径、步骤7分发 的标题格式全部更新 ### 补跑历史数据 - 飞书 5/22（3条）、5/23（1条）AI归纳回写成功 + 自动分发到群聊 - 飞书 5/24：当天无飞书群新数据，跳过 - 微信 5/22（23条）、5/23（13条）、5/24（29条）AI归纳回写成功 + 自动分发 ### 知识库文档重命名 - 13个飞书历史文档（5/6-5/23）从 `{date} 问题反馈` 重命名为 `飞书-{date} 用户反馈问题归纳` ## 新增逻辑：飞书/微信文档标题渠道区分 - [刘新玉需求] 飞书文档标题加 `飞书-` 前缀以便与微信区分 - 飞书格式：`飞书-{date} 用户反馈问题归纳` - 微信格式：保持 `微信-{date} 问题反馈`（由 `sync_wechat_feedback.py` 传入 `title_prefix=\"微信-\"`） - `update_summary_doc_as_children()` 默认 `title_prefix=\"飞书-\"`，微信调用时显式覆盖为 `\"微信-\"` - `create_child_doc()` 日期提取已兼",
-      "recallCount": 1,
+      "recallCount": 2,
       "dailyCount": 0,
       "groundedCount": 0,
-      "totalScore": 1,
+      "totalScore": 2,
       "maxScore": 1,
       "firstRecalledAt": "2026-05-25T07:11:25.527Z",
-      "lastRecalledAt": "2026-05-25T07:11:25.527Z",
+      "lastRecalledAt": "2026-05-26T03:40:13.634Z",
       "queryHashes": [
-        "1e9d4a024a31"
+        "1e9d4a024a31",
+        "442660038a9b"
       ],
       "recallDays": [
-        "2026-05-25"
+        "2026-05-25",
+        "2026-05-26"
       ],
       "conceptTags": [
         "update-summary-doc-as-children",
@@ -918,18 +922,20 @@
       "endLine": 44,
       "source": "memory",
       "snippet": "- `update_summary_doc_as_children()` 默认 `title_prefix=\"飞书-\"`，微信调用时显式覆盖为 `\"微信-\"` - `create_child_doc()` 日期提取已兼容两种前缀（strip `飞书-` 或 `微信-` 再解析） ## 注意事项 - 今天（5/25）的反馈数据将在明天 10:00 正常走全流程 - `ai_summarize_feedback.py` 中 `apply_descriptions` 修复后需注意：微信渠道需要 `--date` 参数，飞书渠道 `--date` 可选",
-      "recallCount": 1,
+      "recallCount": 2,
       "dailyCount": 0,
       "groundedCount": 0,
-      "totalScore": 1,
+      "totalScore": 2,
       "maxScore": 1,
       "firstRecalledAt": "2026-05-25T07:11:25.527Z",
-      "lastRecalledAt": "2026-05-25T07:11:25.527Z",
+      "lastRecalledAt": "2026-05-26T03:40:13.634Z",
       "queryHashes": [
-        "1e9d4a024a31"
+        "1e9d4a024a31",
+        "442660038a9b"
       ],
       "recallDays": [
-        "2026-05-25"
+        "2026-05-25",
+        "2026-05-26"
       ],
       "conceptTags": [
         "update-summary-doc-as-children",
@@ -949,18 +955,20 @@
       "endLine": 158,
       "source": "memory",
       "snippet": "- 步骤2：姓氏 + 1个中文字符模式匹配，排除内容词白名单（文件/资源/游戏/动画/设计等50+词） - 替换为\"相关人员\" ### 修复效果（簇 #7） | 修复前 | 修复后 | |--------|--------| | \"角色江涛的spine动画中，眼睛设计应为睁开但实际显示为闭眼。\" | \"Spine动画中角色眼睛呈现闭眼状态，与设计不符。\" | ## 刘新玉 - 反馈流程完整概览（5/22 12:00） ### 全链路三层架构 ``` 采集层 → 每5分钟(飞书群同步) / 每分钟(微信群导出+P0检测) 汇总层 → 每天 10:00(飞书) 10:02(微信) 聚类+归纳+写入知识库 AI层 → 每天 10:05(飞书) 10:07(微信) DeepSeek生成描述+回写+分发群聊 ``` ### 时间线 | 时间 | 飞书 | 微信 | |------|------|------| | 10:00 | sync_feishu_feedback (占位符,不分发) | — | | 10:02 | — | sync_wechat_feedback (占位符,不分发) | | 10:05 | ai_summarize_feedback (回写+分发) | — | | 10:07 | — | ai_summarize_feedback --channel wechat (回写+分发) | ## 刘新玉 - 微信反馈同步系统搭建（5/22 下午） ### 背景 刘新玉要求微信用户反馈流程与飞书一致（收集→整理→归纳→分发），之前微信只有 M",
-      "recallCount": 1,
+      "recallCount": 2,
       "dailyCount": 0,
       "groundedCount": 0,
-      "totalScore": 1,
+      "totalScore": 2,
       "maxScore": 1,
       "firstRecalledAt": "2026-05-25T07:11:25.527Z",
-      "lastRecalledAt": "2026-05-25T07:11:25.527Z",
+      "lastRecalledAt": "2026-05-26T03:40:13.634Z",
       "queryHashes": [
-        "1e9d4a024a31"
+        "1e9d4a024a31",
+        "442660038a9b"
       ],
       "recallDays": [
-        "2026-05-25"
+        "2026-05-25",
+        "2026-05-26"
       ],
       "conceptTags": [
         "文件/资源/游戏/动画/设计等50",

memory/2026-05-26.md

@@ -0,0 +1,40 @@
+# 2026-05-26 工作日志
+
+## 刘新玉 - 微信/飞书问题汇总分发排查与修复
+
+### 问题
+刘新玉询问是否向"小葵小葵"群发送了昨天（5/25）的问题汇总。
+
+### 排查结果
+- **飞书 5/25**：「内容测试问题反馈」群昨天无新消息，飞书 crontab 10:00 输出 `✅ 无新数据，无需同步`，无需分发
+- **微信 5/25**：数据库有 17 条消息，但大部分是单条消息，仅 1 个有效簇（≥2条），AI 归纳为"无明确问题"，属于无效反馈
+
+### 修复的 Bug（均在本次会话中修复）
+
+**Bug 1：`sync_wechat_feedback.py` 文档标题不匹配**
+- 文件：`scripts/sync_wechat_feedback.py`
+- 问题：`--apply-ai` 路径搜索子文档时标题为 `微信-{date} 问题反馈`，但实际创建的是 `微信-{date} 用户反馈问题归纳`，导致创建后找不到文档
+- 修复：两处标题改为 `微信-{date} 用户反馈问题归纳`（apply-ai 路径 + 步骤7分发路径）
+
+**Bug 2：`dispatch_summary_to_chat` 标题前缀**
+- 文件：`skills/feishu-feedback-sync/scripts/sync_feishu_feedback.py`
+- 问题：title 硬编码 `飞书-{day_label}`，微信调用时 day_label 已含 `微信-` 前缀，导致出现 `飞书-微信-{date}` 双重前缀
+- 修复：检测 day_label 是否已含前缀，已含则复用，否则加 `飞书-`
+
+**Bug 3：姓名脱敏正则误伤**
+- 文件：`scripts/ai_summarize_feedback.py`
+- 问题：`strip_names()` 中 `[姓][一-鿿]` 匹配过于宽泛，致 `程序`→`相关人员`、`常完`→`相关人员`，破坏正常描述
+- 修复：content_words 排除词扩充（程序、方式、正常、完成、加载、原生等）
+
+**Bug 4：过滤后空消息仍发送**
+- 文件：`skills/feishu-feedback-sync/scripts/sync_feishu_feedback.py`
+- 问题：`dispatch_summary_to_chat` 过滤 `- 无明确问题` 后，若只剩标题无实质条目，仍会发送空消息
+- 修复：增加 `has_items` 检查，无 `- ` 开头的内容行则不发送
+
+### 操作记录
+- 手动补跑微信 5/25 apply-ai 回写知识库
+- 撤回小葵小葵群中两条无效消息（`om_x100b6e653633aca4b268daf5d0579e7`、`om_x100b6e65e7cb90b8b3d97c2a9fc5f07`）
+
+### 刘新玉指令（12:03）
+- 确认记住今天的变动
+- 明确规则：微信反馈中"无明确问题"的簇不分发到小葵小葵群

output/daily_feedback/ai_descriptions_feishu_2026-05-25.json

@@ -0,0 +1,9 @@
+{
+  "date": "2026-05-25",
+  "descriptions": [
+    {
+      "index": 1,
+      "description": "无明确问题"
+    }
+  ]
+}

output/daily_feedback/ai_descriptions_wechat_2026-05-25.json

@@ -0,0 +1,69 @@
+{
+  "date": "2026-05-25",
+  "descriptions": [
+    {
+      "index": 1,
+      "description": "APP端磨耳朵功能存在较多适配问题。"
+    },
+    {
+      "index": 2,
+      "description": "无明确问题"
+    },
+    {
+      "index": 3,
+      "description": "在L2S2U14第五节课知识巩固环节，从第一题开始持续播放警报声。"
+    },
+    {
+      "index": 4,
+      "description": "用户反馈进入关卡时出现闪退。"
+    },
+    {
+      "index": 5,
+      "description": "无明确问题"
+    },
+    {
+      "index": 6,
+      "description": "无明确问题"
+    },
+    {
+      "index": 7,
+      "description": "无明确问题"
+    },
+    {
+      "index": 8,
+      "description": "学而思平板在第四单元第四节中，孩子回答正确后系统仍持续提示重新做，无法正常完成。"
+    },
+    {
+      "index": 9,
+      "description": "无明确问题"
+    },
+    {
+      "index": 10,
+      "description": "无明确问题"
+    },
+    {
+      "index": 11,
+      "description": "小程序熏听播放时声音断断续续"
+    },
+    {
+      "index": 12,
+      "description": "无明确问题"
+    },
+    {
+      "index": 13,
+      "description": "H5端无法调用小程序原生音频API和后台托管能力"
+    },
+    {
+      "index": 14,
+      "description": "无明确问题"
+    },
+    {
+      "index": 15,
+      "description": "采用webview加载方式导致内存消耗大"
+    },
+    {
+      "index": 16,
+      "description": "无明确问题"
+    }
+  ]
+}

output/daily_feedback/cluster_context_2026-05-25.json

@@ -0,0 +1,36 @@
+{
+  "date": "2026-05-25",
+  "total_clusters": 1,
+  "clusters": [
+    {
+      "index": 1,
+      "cluster_id": "7499191672818531430",
+      "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": "一_FVision",
+          "content": "[表情]",
+          "msg_type": "sticker",
+          "media_url": "",
+          "time": "2026-05-25 19:40:10"
+        },
+        {
+          "sender": "瓦拉英语-露露班班（早10晚7）",
+          "content": "[表情]",
+          "msg_type": "sticker",
+          "media_url": "",
+          "time": "2026-05-25 19:40:24"
+        }
+      ]
+    }
+  ]
+}

scripts/ai_summarize_feedback.py

@@ -175,6 +175,10 @@ def strip_names(text, cluster=None):
         '注册','打开','关闭','更新','调试','运行','启动','停止',
         '通过','失败','成功','完成','开始','结束','使用','操作',
         '调整','优化','修改','增加','删除','添加','移除','切换',
+        '程序','方式','相关','进入','平板','第四','单元','原生',
+        '声音','断断','续续','后台','托管','无法','熏听','加载',
+        '消耗','容器','时候','较多','知识','巩固','环节','第一',
+        '播放','警报','正确','系统','操作','权限','人员','内核',
     }
     def _replace(m):
         name = m.group(0)

scripts/sync_wechat_feedback.py

@@ -187,7 +187,7 @@ def main():
             print(f"   🔄 微信 #{old_idx}→#{new_idx}: {placeholder} → {desc[:50]}...")
 
         # 回写知识库子文档
-        title = f"微信-{date_str} 问题反馈"
+        title = f"微信-{date_str} 用户反馈问题归纳"
         nodes = fsf.list_child_nodes()
         node_info = nodes.get(title, {})
         obj_token = node_info.get("obj_token")
@@ -287,7 +287,7 @@ def main():
         if do_summary and not args.skip_dispatch and not args.ai_placeholders:
             print(f"\n📨 微信步骤7：问题分发...")
             child_nodes = fsf.list_child_nodes()
-            child_title = f"微信-{date_str} 问题反馈"
+            child_title = f"微信-{date_str} 用户反馈问题归纳"
             child_info = child_nodes.get(child_title, {})
             child_nt = child_info.get("node_token", fsf.SUMMARY_PARENT_NODE)
             child_url = f"https://makee-interactive.feishu.cn/wiki/{child_nt}"

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

@@ -1434,8 +1434,10 @@ def dispatch_summary_to_chat(day_label, summary_text, p0_only=False, doc_url=Non
             归纳_lines.append(line)
     
     归纳_content = "\n".join(归纳_lines).strip()
-    if not 归纳_content:
-        print("   ⚠️ 无归纳内容可分发")
+    # 检查是否有实质问题描述（非纯标题/空段落）
+    has_items = any(line.strip().startswith("- ") for line in 归纳_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
     
     # 检查是否有 P0 问题
@@ -1453,7 +1455,9 @@ def dispatch_summary_to_chat(day_label, summary_text, p0_only=False, doc_url=Non
     
     # 构建富文本消息（post 格式）
     # P0 @跟在标题行后面，不放单独段落
-    title = f"📋 飞书-{day_label} 用户反馈问题归纳"
+    # day_label 可能已含前缀（如 "微信-2026-05-25"），避免重复前缀
+    label_prefix = "" if day_label.startswith(("微信-", "飞书-")) else "飞书-"
+    title = f"📋 {label_prefix}{day_label} 用户反馈问题归纳"
     
     # 飞书 post 消息不支持 HTML 标签的 at，需要用富文本 tag
     # 把归纳内容按 P0/P1/P2/P3 段落拆分，P0 标题行后追加 at tag
@@ -1486,7 +1490,7 @@ def dispatch_summary_to_chat(day_label, summary_text, p0_only=False, doc_url=Non
     summary_doc_url = doc_url or 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"飞书-{day_label} 用户反馈问题归纳", "href": summary_doc_url}
+        {"tag": "a", "text": f"{label_prefix}{day_label} 用户反馈问题归纳", "href": summary_doc_url}
     ])
     
     post_content = json.dumps({