From 52147cd30468a1172656e872cb01c229b847644f Mon Sep 17 00:00:00 2001 From: --git_token Date: Tue, 2 Jun 2026 08:10:01 +0800 Subject: [PATCH] auto backup 2026-06-02 08:10:01 --- USER.md | 8 +- data/last_wechat_sync_id | 2 +- memory/.dreams/events.jsonl | 6 + memory/.dreams/short-term-recall.json | 243 +++++++++++++++--- .../ai_descriptions_wechat_2026-05-31.json | 17 ++ .../wechat_cluster_context_2026-05-31.json | 50 ++++ .../飞书反馈_2026-06-01.xlsx | Bin 0 -> 6245 bytes 7 files changed, 289 insertions(+), 37 deletions(-) create mode 100644 output/daily_feedback/ai_descriptions_wechat_2026-05-31.json create mode 100644 output/daily_feedback/wechat_cluster_context_2026-05-31.json create mode 100644 output/daily_feedback/飞书反馈_2026-06-01.xlsx diff --git a/USER.md b/USER.md index c635270..4a46290 100644 --- a/USER.md +++ b/USER.md @@ -19,6 +19,7 @@ | 技术负责人 | 张昆鹏 | `7f5cd711` | | 第一业务负责人 | 刘新玉 | `7gc796ga` | | 业务负责人 | 刘庆逊 | `cb2815b4` | +| 业务负责人 | 毋益飞 | `eggbg21g` | | 技术负责人群组| AI_member | `oc_5c9f0e631266b9ef6e05a95daa80fbda`| @@ -38,6 +39,7 @@ | 李若松 | `4aagb443` | 技术负责人，拥有最高权限 | | 张昆鹏 | `7f5cd711` | 技术负责人，拥有最高权限 | | 刘庆逊 | `cb2815b4` | 业务负责人，拥有最高权限 | +| 毋益飞 | `eggbg21g` | 业务负责人，无技术风险的需求无需审批 | ### 第二级：受限权限用户 @@ -49,11 +51,7 @@ ### 第三级：其他用户 -当权限列表以外的用户提出数据查询需求时： - -1. **不直接返回数据** -2. 立即通知业务负责人（通过飞书消息），说明查询用户信息和具体查询需求 -3. 等待业务负责人确认允许查看的数据范围后，再回复查询用户 +权限列表以外的用户提出数据查询需求时，**默认允许查看数据**，正常响应即可。 ## 敏感操作审批规则 diff --git a/data/last_wechat_sync_id b/data/last_wechat_sync_id index 0b90508..a2c153c 100644 --- a/data/last_wechat_sync_id +++ b/data/last_wechat_sync_id @@ -1 +1 @@ -1883 +1916 diff --git a/memory/.dreams/events.jsonl b/memory/.dreams/events.jsonl index 57dc251..8cdd3f0 100644 --- a/memory/.dreams/events.jsonl +++ b/memory/.dreams/events.jsonl @@ -24,3 +24,9 @@ {"type":"memory.recall.recorded","timestamp":"2026-05-27T02:15:55.251Z","query":"小葵小葵群 chat_id 反馈同步","resultCount":1,"results":[{"path":"memory/2026-04-18.md","startLine":1,"endLine":5,"score":1}]} {"type":"memory.recall.recorded","timestamp":"2026-05-27T02:50:23.510Z","query":"pycache python 缓存 导入错误","resultCount":3,"results":[{"path":"memory/2026-05-27.md","startLine":22,"endLine":32,"score":1},{"path":"memory/2026-05-27.md","startLine":1,"endLine":27,"score":1},{"path":"memory/2026-04-10.md","startLine":20,"endLine":52,"score":1}]} {"type":"memory.recall.recorded","timestamp":"2026-05-28T02:10:48.034Z","query":"小葵小葵群 反馈发送 分发 chat_id","resultCount":1,"results":[{"path":"memory/2026-04-18.md","startLine":1,"endLine":5,"score":1}]} +{"type":"memory.recall.recorded","timestamp":"2026-06-01T02:51:24.899Z","query":"微信反馈 五月 数据查询","resultCount":5,"results":[{"path":"memory/2026-05-26.md","startLine":1,"endLine":24,"score":1},{"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/2026-05-27.md","startLine":22,"endLine":43,"score":1},{"path":"memory/2026-05-22.md","startLine":129,"endLine":158,"score":1}]} +{"type":"memory.recall.recorded","timestamp":"2026-06-01T02:53:47.536Z","query":"允许查看 查看范围 刘新玉 权限","resultCount":4,"results":[{"path":"memory/2026-04-30.md","startLine":116,"endLine":142,"score":1},{"path":"memory/2026-04-30.md","startLine":134,"endLine":166,"score":1},{"path":"memory/2026-05-22.md","startLine":107,"endLine":135,"score":1},{"path":"memory/2026-05-07.md","startLine":189,"endLine":209,"score":1}]} +{"type":"memory.recall.recorded","timestamp":"2026-06-01T02:56:57.688Z","query":"飞书用户反馈问题汇总 微信用户反馈问题汇总 wiki space_id node_token 知识库","resultCount":5,"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},{"path":"memory/2026-05-26.md","startLine":21,"endLine":41,"score":1}]} +{"type":"memory.recall.recorded","timestamp":"2026-06-01T02:57:11.517Z","query":"飞书用户反馈问题汇总 微信用户反馈问题汇总 space_id 知识空间","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":"2026-06-01T04:05:41.997Z","query":"刘新玉 毋益飞 微信反馈 权限确认","resultCount":6,"results":[{"path":"memory/2026-05-07.md","startLine":189,"endLine":209,"score":1},{"path":"memory/2026-05-26.md","startLine":1,"endLine":24,"score":1},{"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/2026-05-27.md","startLine":22,"endLine":43,"score":1},{"path":"memory/2026-05-22.md","startLine":129,"endLine":158,"score":1}]} +{"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}]} diff --git a/memory/.dreams/short-term-recall.json b/memory/.dreams/short-term-recall.json index 6244d95..e4cadbb 100644 --- a/memory/.dreams/short-term-recall.json +++ b/memory/.dreams/short-term-recall.json @@ -1,6 +1,6 @@ { "version": 1, - "updatedAt": "2026-05-28T02:10:48.034Z", + "updatedAt": "2026-06-01T14:02:36.057Z", "entries": { "memory:memory/2026-04-18.md:1:5": { "key": "memory:memory/2026-04-18.md:1:5", @@ -92,13 +92,13 @@ "endLine": 142, "source": "memory", "snippet": "问题：很多消息有关联但没有 `quote_message_id`（飞书 API 的 `root_id`/`parent_id` 未采集） **推断规则（按优先级）**： 1. **@提及匹配**：消息中 @了某人 → 关联到被@者最近一条消息 2. **同发送者聚类**：同一人在 2 分钟窗口内连续发多条 → 认为是对同一目标消息的回复 3. **最近不同发送者**：关联到最近一条不同发送者的消息（30 分钟内） 已测试效果：上午 NPC HUD 问题链成功串联，下午 iOS 问题链准确分组。部分跨话题误判仍需 AI 语义辅助（策略3，待后续评估）。 #### 触发方式 - 手动：「同步飞书反馈」「整理反馈对话链」 - 定时：每天 10:00 crontab 自动执行 ## 步骤4：问题归纳功能开发 [刘新玉] - 2026-04-30 18:38 完成 ### 步骤4 包含两部分 1. **问题描述**：在{端}{环节}内（{课程}），{角色/组件}出现了{现象} 2. **当前问题排查结论**：从对话最后 1-2 条提取，匹配规则： - \"日志上传/排查/查\" → \"日志已上传，排查中\" - \"确认/确实\" → \"已确认，待修复\" - \"已修复/已解决\" → \"已修复\" - \"不是 bug/设计如此\" → \"非问题，设计如此\" - 无明确结论 → \"暂未排查到根因\" ### 归纳格式 ```markdown ### 问题 N", - "recallCount": 8, + "recallCount": 9, "dailyCount": 0, "groundedCount": 0, - "totalScore": 8, + "totalScore": 9, "maxScore": 1, "firstRecalledAt": "2026-05-06T13:30:08.593Z", - "lastRecalledAt": "2026-05-22T02:16:39.747Z", + "lastRecalledAt": "2026-06-01T02:53:47.536Z", "queryHashes": [ "f865295b9ac7", "cd9c89262c30", @@ -107,14 +107,16 @@ "70caeba05281", "2f315a9f8529", "f23f51c6129c", - "015553fc9cb1" + "015553fc9cb1", + "1d207685e7a8" ], "recallDays": [ "2026-05-06", "2026-05-07", "2026-05-11", "2026-05-21", - "2026-05-22" + "2026-05-22", + "2026-06-01" ], "conceptTags": [ "quote-message-id", @@ -134,25 +136,27 @@ "endLine": 166, "source": "memory", "snippet": "- \"日志上传/排查/查\" → \"日志已上传，排查中\" - \"确认/确实\" → \"已确认，待修复\" - \"已修复/已解决\" → \"已修复\" - \"不是 bug/设计如此\" → \"非问题，设计如此\" - 无明确结论 → \"暂未排查到根因\" ### 归纳格式 ```markdown ### 问题 N > **在{端}端{环节}内（{课程}），{角色/组件}出现了{现象}** | 发言人 | 要点 | |--------|------| | 报告人 | 🚩 报告：... | | ... | ... | | 最终人 | ✅ 结论/待排查 | ``` ### 维度提取规则 | 维度 | 优先级/来源 | |------|------------| | 端 | iOS > iPad > pad端 > Android > 移动端 > PC（正则匹配，忽略大小写） | | 环节 | 关卡内/知识巩固/单元挑战/听力挑战/阅读挑战/口语挑战/写作挑战/单元强化/瓦拉学院/报告（从消息文本匹配） | | 课程 | 匹配数字编号（如 11-2、L1 3-2） | | 角色/组件 | NPC/HUD/音频/组件/数据/Loading/加载/日志（从消息文本匹配） | | 现象 | 从消息中提取要害描述，截断在 35 字符以内 | ### 现象提取逻辑 1. 优先从包含 \"Bug的表现是这样的：\"、\"问题是\"、\"发现\"、\"出现\" 等关键词的消息中截取描述句 2. 提取的句子去除 URL、图片标记、疑问句 3. 截断到 35 字符防止过长 ### Bug 修复记录", - "recallCount": 6, + "recallCount": 7, "dailyCount": 0, "groundedCount": 0, - "totalScore": 6, + "totalScore": 7, "maxScore": 1, "firstRecalledAt": "2026-05-06T13:30:08.593Z", - "lastRecalledAt": "2026-05-22T02:16:39.747Z", + "lastRecalledAt": "2026-06-01T02:53:47.536Z", "queryHashes": [ "f865295b9ac7", "cd9c89262c30", "ac7fd0b52a4e", "49c0959dc960", "f23f51c6129c", - "015553fc9cb1" + "015553fc9cb1", + "1d207685e7a8" ], "recallDays": [ "2026-05-06", "2026-05-07", - "2026-05-22" + "2026-05-22", + "2026-06-01" ], "conceptTags": [ "日志上传/排查/查", @@ -738,18 +742,21 @@ "endLine": 209, "source": "memory", "snippet": "| 每分钟 | `sync_feishu_feedback_dispatch_p0.sh` | 7（仅P0） | P0问题实时分发到群 | | 每天 10:00 | `sync_feishu_feedback_wrapper.sh` | 7（全部） | 全量分发到群 | ### 完整数据流 ``` 群消息 → 每1分钟入MySQL → 每1分钟刷新表格 → 每1分钟归纳+分类 → P0实时发群 / 每天10:00全量发群 ``` ### 关键技术细节 - **拆分方式**：`sync_feishu_feedback.py` 新增 `--steps` 参数（如 `--steps 1-3`、`--steps 4-6`、`--steps 7`） - **分发模式**：新增 `--dispatch-mode` 参数，`p0` 只发P0级，`all` 发全部 - **电子表格**：`TVivwmzqXiW3YakDUzucFMRenvf`（\"内容测试问题反馈\"） - **归纳子文档父节点**：`RaL6whoYMijyYHkSlWrc7OLLnBy`（space_id: 7612229802338045122） - **分发目标群**：`oc_4171a2188f2554522a4309f2d7c27753`（「小葵小葵」群） - **分发Bot**：xiaokui（`/root/.openclaw/credentials/xiaokui`） - **新 wrapper 脚本**： - `scripts/sync_feishu_feedback_realtime.sh`（步骤1-", - "recallCount": 1, + "recallCount": 3, "dailyCount": 0, "groundedCount": 0, - "totalScore": 1, + "totalScore": 3, "maxScore": 1, "firstRecalledAt": "2026-05-22T02:16:39.747Z", - "lastRecalledAt": "2026-05-22T02:16:39.747Z", + "lastRecalledAt": "2026-06-01T04:05:41.997Z", "queryHashes": [ - "015553fc9cb1" + "015553fc9cb1", + "1d207685e7a8", + "35e4329ea912" ], "recallDays": [ - "2026-05-22" + "2026-05-22", + "2026-06-01" ], "conceptTags": [ "sync-feishu-feedback-wrapper.sh", @@ -893,20 +900,25 @@ "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": 2, + "recallCount": 6, "dailyCount": 0, "groundedCount": 0, - "totalScore": 2, + "totalScore": 6, "maxScore": 1, "firstRecalledAt": "2026-05-25T07:11:25.527Z", - "lastRecalledAt": "2026-05-26T03:40:13.634Z", + "lastRecalledAt": "2026-06-01T04:05:41.997Z", "queryHashes": [ "1e9d4a024a31", - "442660038a9b" + "442660038a9b", + "b36cfa790039", + "bc1ed8fedd00", + "927d0719ac4d", + "35e4329ea912" ], "recallDays": [ "2026-05-25", - "2026-05-26" + "2026-05-26", + "2026-06-01" ], "conceptTags": [ "update-summary-doc-as-children", @@ -926,20 +938,25 @@ "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": 2, + "recallCount": 6, "dailyCount": 0, "groundedCount": 0, - "totalScore": 2, + "totalScore": 6, "maxScore": 1, "firstRecalledAt": "2026-05-25T07:11:25.527Z", - "lastRecalledAt": "2026-05-26T03:40:13.634Z", + "lastRecalledAt": "2026-06-01T04:05:41.997Z", "queryHashes": [ "1e9d4a024a31", - "442660038a9b" + "442660038a9b", + "b36cfa790039", + "bc1ed8fedd00", + "927d0719ac4d", + "35e4329ea912" ], "recallDays": [ "2026-05-25", - "2026-05-26" + "2026-05-26", + "2026-06-01" ], "conceptTags": [ "update-summary-doc-as-children", @@ -959,20 +976,25 @@ "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": 2, + "recallCount": 6, "dailyCount": 0, "groundedCount": 0, - "totalScore": 2, + "totalScore": 6, "maxScore": 1, "firstRecalledAt": "2026-05-25T07:11:25.527Z", - "lastRecalledAt": "2026-05-26T03:40:13.634Z", + "lastRecalledAt": "2026-06-01T04:05:41.997Z", "queryHashes": [ "1e9d4a024a31", - "442660038a9b" + "442660038a9b", + "b36cfa790039", + "bc1ed8fedd00", + "927d0719ac4d", + "35e4329ea912" ], "recallDays": [ "2026-05-25", - "2026-05-26" + "2026-05-26", + "2026-06-01" ], "conceptTags": [ "文件/资源/游戏/动画/设计等50", @@ -1077,6 +1099,165 @@ "vala-llm/user-feedback", "yyyy-mm-dd" ] + }, + "memory:memory/2026-05-26.md:1:24": { + "key": "memory:memory/2026-05-26.md:1:24", + "path": "memory/2026-05-26.md", + "startLine": 1, + "endLine": 24, + "source": "memory", + "snippet": "# 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_labe", + "recallCount": 4, + "dailyCount": 0, + "groundedCount": 0, + "totalScore": 4, + "maxScore": 1, + "firstRecalledAt": "2026-06-01T02:51:24.899Z", + "lastRecalledAt": "2026-06-01T04:05:41.997Z", + "queryHashes": [ + "b36cfa790039", + "bc1ed8fedd00", + "927d0719ac4d", + "35e4329ea912" + ], + "recallDays": [ + "2026-06-01" + ], + "conceptTags": [ + "微信/飞书问题汇总分发排查与修复", + "5/25", + "sync-wechat-feedback.py", + "scripts/sync-wechat-feedback.py", + "apply-ai", + "dispatch-summary-to-chat", + "day-label", + "飞书-微信" + ] + }, + "memory:memory/2026-05-27.md:22:43": { + "key": "memory:memory/2026-05-27.md:22:43", + "path": "memory/2026-05-27.md", + "startLine": 22, + "endLine": 43, + "source": "memory", + "snippet": "| 微信 | `--skip-dispatch` → 不分发 | `--apply-ai` → 替换占位符+分发 | 微信依赖 AI 归纳成功才能分发，飞书双重分发（占位符+AI）。 ### 5月26日反馈概况 - 飞书：17条消息，3个问题簇（2个有效：录音识别率低、飞船音乐不保存） - 微信：27条消息，14个问题簇（4个有效：飞船音乐、录音识别、音频无法播放、AI回复无关语句） ### 后续注意 - 删除/修改 `ai_summarize_feedback.py` 后需清理 `__pycache__`，否则缓存版本可能落后于源码 ## P0 实时检测去重修复 [刘新玉反馈] ### 问题 微信 `detect_p0_wechat.py` 每分钟扫描最近120分钟消息，同一个问题因讨论线程持续生长，`sort_threads` 聚类每次产生不同消息集合，导致： - 不同次的聚类有不同的 `cluster_signature`（基于 `sorted(message_ids)` MD5） - 去重完全失效，同一问题被重复推送（今天2个真实问题各推了3次 = 6次） ### 修复 在 `detect_p0_wechat.py` 和 `detect_p0_realtime.py` 中增加**内容语义去重**： 1. 新增 `cluster_content_fingerprint()`：拼接簇内前5条有意义消息作为内容指纹 + 发送人集合 + 小时粒度时间窗口 2. 新增 `is_duplicate_p0()`：基于内容相似度（Jaccard）+ 发送人重叠 + 时间窗口", + "recallCount": 2, + "dailyCount": 0, + "groundedCount": 0, + "totalScore": 2, + "maxScore": 1, + "firstRecalledAt": "2026-06-01T02:51:24.899Z", + "lastRecalledAt": "2026-06-01T04:05:41.997Z", + "queryHashes": [ + "b36cfa790039", + "35e4329ea912" + ], + "recallDays": [ + "2026-06-01" + ], + "conceptTags": [ + "skip-dispatch", + "apply-ai", + "删除/修改", + "ai-summarize-feedback.py", + "detect-p0-wechat.py", + "sort-threads", + "cluster-signature", + "message-ids" + ] + }, + "memory:memory/2026-05-22.md:107:135": { + "key": "memory:memory/2026-05-22.md:107:135", + "path": "memory/2026-05-22.md", + "startLine": 107, + "endLine": 135, + "source": "memory", + "snippet": "- 修改：`infer_missing_references()`、`extract_conclusion()`、`summarize_cluster()`、`sort_threads()` ## 刘新玉 - 分发文档链接修复（5/22 11:20） ### 问题 分发到小葵小葵群的文档链接硬编码为总文档 `RaL6whoYMijyYHkSlWrc7OLLnBy`，而非当天子文档 ### 修复 - `dispatch_summary_to_chat()` 新增 `doc_url` 参数 - `--apply-ai` 流程：从 `list_child_nodes()` 返回的 `nodes[title][\"node_token\"]` 构造链接 - `main()` 分发循环：同上，对每个 day 查 `list_child_nodes()` 获取对应 node_token - 链接格式：`https://makee-interactive.feishu.cn/wiki/{node_token}` ## 刘新玉 - AI 描述人名脱敏（5/22 11:30） ### 问题 问题描述中包含员工姓名\"江涛\" ### 修复（两层防护） 1. **System Prompt** 新增规则6：严禁出现员工姓名，用\"某角色/某员工\"替代 2. **`strip_names(description, cluster_data)` 后处理**： - 步骤1：从 cluster 提取发送者姓名，精确替换 - 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", + "recallCount": 1, + "dailyCount": 0, + "groundedCount": 0, + "totalScore": 1, + "maxScore": 1, + "firstRecalledAt": "2026-06-01T02:53:47.536Z", + "lastRecalledAt": "2026-06-01T02:53:47.536Z", + "queryHashes": [ + "1d207685e7a8" + ], + "recallDays": [ + "2026-06-01" + ], + "conceptTags": [ + "infer-missing-references", + "extract-conclusion", + "summarize-cluster", + "sort-threads", + "5/22", + "dispatch-summary-to-chat", + "doc-url", + "apply-ai" + ] + }, + "memory:memory/2026-05-26.md:21:41": { + "key": "memory:memory/2026-05-26.md:21:41", + "path": "memory/2026-05-26.md", + "startLine": 21, + "endLine": 41, + "source": "memory", + "snippet": "- 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", + "recallCount": 1, + "dailyCount": 0, + "groundedCount": 0, + "totalScore": 1, + "maxScore": 1, + "firstRecalledAt": "2026-06-01T02:56:57.688Z", + "lastRecalledAt": "2026-06-01T02:56:57.688Z", + "queryHashes": [ + "bc1ed8fedd00" + ], + "recallDays": [ + "2026-06-01" + ], + "conceptTags": [ + "day-label", + "飞书-微信", + "scripts/ai-summarize-feedback.py", + "strip-names", + "一-鿿", + "content-words", + "dispatch-summary-to-chat", + "has-items" + ] + }, + "memory:memory/2026-05-07.md:109:148": { + "key": "memory:memory/2026-05-07.md:109:148", + "path": "memory/2026-05-07.md", + "startLine": 109, + "endLine": 148, + "source": "memory", + "snippet": "- **待解决**：需要确认\"小葵小葵\"群里加的是哪个应用，或者把小研Bot加进去 ### 脚本修改 - `sync_feishu_feedback.py` 新增 `dispatch_to_group()` 函数 - 新增 `--dispatch` 参数控制是否执行步骤7 - 新增 `--dispatch-chat-id` 参数指定目标群（默认 oc_4171a2188f2554522a4309f2d7c27753） ### 关键配置 - 目标群 chat_id: `oc_4171a2188f2554522a4309f2d7c27753` - 毋益飞 user_id: `eggbg21g` - SKILL.md 已从\"五步流程\"更新为\"七步流程\" --- ## 当日待跟进事项 1. 「小葵小葵」群Bot发消息报错问题 → 需确认群内有哪个Bot应用，或引入小研Bot --- ## 步骤7格式调整 [刘新玉] - 2026-05-07 11:40 ### 最终消息格式（已确认并更新到脚本和SKILL.md） ``` 📋 2026-04-28 用户反馈问题归纳 **⚠️ P0级核心问题（需优先处理）** @毋益飞 1. **Loading/加载类** - 在iOS 端关卡内（3-2），Loading 耗时约 10 秒... **⚡ P1级重要问题** 1. **关卡/内容类** - 【偶现】在移动端关卡内（11-2），NPC 头上的 HUD... 📄 详细反馈文档：https://makee-interactive.feishu.cn/wiki/", + "recallCount": 1, + "dailyCount": 0, + "groundedCount": 0, + "totalScore": 1, + "maxScore": 1, + "firstRecalledAt": "2026-06-01T14:02:36.057Z", + "lastRecalledAt": "2026-06-01T14:02:36.057Z", + "queryHashes": [ + "7b5d134ca9ff" + ], + "recallDays": [ + "2026-06-01" + ], + "conceptTags": [ + "sync-feishu-feedback.py", + "dispatch-to-group", + "dispatch-chat-id", + "chat-id", + "user-id", + "skill.md", + "已确认并更新到脚本和skill.md", + "loading/加载类" + ] } } } diff --git a/output/daily_feedback/ai_descriptions_wechat_2026-05-31.json b/output/daily_feedback/ai_descriptions_wechat_2026-05-31.json new file mode 100644 index 0000000..ba454b6 --- /dev/null +++ b/output/daily_feedback/ai_descriptions_wechat_2026-05-31.json @@ -0,0 +1,17 @@ +{ + "date": "2026-05-31", + "descriptions": [ + { + "index": 1, + "description": "课相关人员频无法播放，无声音。" + }, + { + "index": 2, + "description": "相关人员反馈用户15502629787出现音频问题。" + }, + { + "index": 3, + "description": "无明确问题" + } + ] +} \ No newline at end of file diff --git a/output/daily_feedback/wechat_cluster_context_2026-05-31.json b/output/daily_feedback/wechat_cluster_context_2026-05-31.json new file mode 100644 index 0000000..039b118 --- /dev/null +++ b/output/daily_feedback/wechat_cluster_context_2026-05-31.json @@ -0,0 +1,50 @@ +{ + "date": "2026-05-31", + "clusters": [ + { + "index": 1, + "cluster_id": "5820125627658730459", + "message_count": 1, + "messages": [ + { + "sender": "瓦拉英语-萌萌老师（早10晚7）", + "content": "[聊天记录] 🎀Jessie🎀和瓦拉英语-萌萌班主任（早10晚7）\n🎀Jessie🎀: [视频]\n🎀Jessie🎀: [图片]\n🎀Jessie🎀: 老师 这节课音频有问题 没声音", + "msg_type": "link", + "time": "2026-05-31 13:04:08", + "message_id": "5820125627658730459", + "quote_message_id": "" + } + ] + }, + { + "index": 2, + "cluster_id": "4838074914100408311", + "message_count": 1, + "messages": [ + { + "sender": "瓦拉英语-萌萌老师（早10晚7）", + "content": "15502629787 音频问题", + "msg_type": "text", + "time": "2026-05-31 13:04:08", + "message_id": "4838074914100408311", + 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