diff --git a/logs/backup.log b/logs/backup.log
index f1d96e6..bdc6223 100644
--- a/logs/backup.log
+++ b/logs/backup.log
@@ -576,3 +576,11 @@ To https://git.valavala.com/ai_member_only/ai_member_xiaoban
    4d3913c..85b757c  master -> master
 [2026-06-11 08:10:02] 工作区备份成功：自动备份 2026-06-11 08:10:01
 [2026-06-12 08:10:01] 开始备份工作区...
+[master b22a877] 自动备份 2026-06-12 08:10:01
+ 2 files changed, 1 insertion(+), 3 deletions(-)
+ delete mode 100644 tmp_daily_summary.md
+remote: . Processing 1 references        
+remote: Processed 1 references in total        
+To https://git.valavala.com/ai_member_only/ai_member_xiaoban
+   85b757c..b22a877  master -> master
+[2026-06-12 08:10:01] 工作区备份成功：自动备份 2026-06-12 08:10:01
diff --git a/memory/.dreams/events.jsonl b/memory/.dreams/events.jsonl
index f9d2de6..1c1c6e9 100644
--- a/memory/.dreams/events.jsonl
+++ b/memory/.dreams/events.jsonl
@@ -79,3 +79,5 @@
 {"type":"memory.recall.recorded","timestamp":"2026-06-10T02:23:42.004Z","query":"3wcle8 销售订单表 字段 列名 schema 昵称","resultCount":4,"results":[{"path":"memory/2026-05-28.md","startLine":530,"endLine":557,"score":1},{"path":"memory/2026-05-28.md","startLine":551,"endLine":580,"score":1},{"path":"memory/2026-05-24.md","startLine":46,"endLine":71,"score":1},{"path":"memory/2026-05-24.md","startLine":85,"endLine":110,"score":1}]}
 {"type":"memory.recall.recorded","timestamp":"2026-06-10T03:10:40.254Z","query":"瓦拉英语 产品 客单价 特点 卖点","resultCount":2,"results":[{"path":"memory/2026-05-28.md","startLine":551,"endLine":580,"score":1},{"path":"memory/2026-05-28.md","startLine":530,"endLine":557,"score":1}]}
 {"type":"memory.recall.recorded","timestamp":"2026-06-11T08:54:54.664Z","query":"涵妈 云海螺 会议 达人","resultCount":4,"results":[{"path":"memory/2026-06-02.md","startLine":1,"endLine":32,"score":1},{"path":"memory/2026-06-02.md","startLine":30,"endLine":47,"score":1},{"path":"memory/2026-05-28.md","startLine":551,"endLine":580,"score":1},{"path":"memory/2026-05-28.md","startLine":530,"endLine":557,"score":1}]}
+{"type":"memory.recall.recorded","timestamp":"2026-06-12T07:16:32.880Z","query":"S1 U16 用户数据 查询","resultCount":5,"results":[{"path":"memory/2026-05-28.md","startLine":504,"endLine":536,"score":1},{"path":"memory/2026-05-28.md","startLine":337,"endLine":366,"score":1},{"path":"memory/2026-05-28.md","startLine":530,"endLine":557,"score":1},{"path":"memory/2026-05-24.md","startLine":46,"endLine":71,"score":1},{"path":"memory/2026-05-24.md","startLine":66,"endLine":92,"score":1}]}
+{"type":"memory.recall.recorded","timestamp":"2026-06-12T07:16:32.881Z","query":"用户学习数据导出 脚本","resultCount":4,"results":[{"path":"memory/2026-05-24.md","startLine":46,"endLine":71,"score":1},{"path":"memory/2026-05-24.md","startLine":66,"endLine":92,"score":1},{"path":"memory/2026-05-28.md","startLine":596,"endLine":624,"score":1},{"path":"memory/2026-05-28.md","startLine":572,"endLine":602,"score":1}]}
diff --git a/memory/.dreams/short-term-recall.json b/memory/.dreams/short-term-recall.json
index e7b9d42..1a4f3d2 100644
--- a/memory/.dreams/short-term-recall.json
+++ b/memory/.dreams/short-term-recall.json
@@ -1,6 +1,6 @@
 {
   "version": 1,
-  "updatedAt": "2026-06-11T08:54:54.664Z",
+  "updatedAt": "2026-06-12T07:16:32.881Z",
   "entries": {
     "memory:memory/2026-05-24.md:1:30": {
       "key": "memory:memory/2026-05-24.md:1:30",
@@ -174,13 +174,13 @@
       "endLine": 71,
       "source": "memory",
       "snippet": "### 增强: 报告开头加入角色基本信息 (2026-05-24) [刘庆逊提出] 在 studytime-analysis 输出中加入角色基本信息，包括： - 角色ID、账号ID、角色名字、性别、年龄、账号手机号后4位 **数据源（新增）**： - MySQL Online `vala_user` 库 - `vala_app_character` 表：id, account_id, nickname, gender(0=女/1=男), birthday(varchar \"YYYY-MM-DD\") - `vala_app_account` 表：id, tel(已脱敏如 186****1625) - 手机号已脱敏，直接取后4位；年龄从 birthday 计算 **修改文件**： - `skills/studytime-analysis/scripts/studytime_analysis.py`：新增 MySQL 连接函数 `get_mysql_connection()` 和 `fetch_role_info(role_id)`，更新 `format_report()` 输出基本角色信息 - 已验证 2895 正常运行输出 - 已同步 SkillHub + Git ### Unit 显示修复: 季度名称 → 全局单元编号 (2026-05-24) [刘庆逊提出] HTML 报告中 Unit 列显示错误——显示的是季度名称（如\"小镇时光\"\"钢铁之心\"）而非单元数字（0-48）。 **根因分析**： - `vala_game_chapter`（MySQL）无 `unit_",
-      "recallCount": 21,
+      "recallCount": 23,
       "dailyCount": 0,
       "groundedCount": 0,
-      "totalScore": 21,
+      "totalScore": 23,
       "maxScore": 1,
       "firstRecalledAt": "2026-05-25T05:47:41.388Z",
-      "lastRecalledAt": "2026-06-10T02:23:42.004Z",
+      "lastRecalledAt": "2026-06-12T07:16:32.881Z",
       "queryHashes": [
         "9aff8ec9594a",
         "566b5958861e",
@@ -202,7 +202,9 @@
         "eda50fbbb56d",
         "cf2a036061cf",
         "b2c23ece6608",
-        "206acd60d69d"
+        "206acd60d69d",
+        "363241a84e3c",
+        "6d1afbed352e"
       ],
       "recallDays": [
         "2026-05-25",
@@ -212,7 +214,8 @@
         "2026-06-02",
         "2026-06-04",
         "2026-06-09",
-        "2026-06-10"
+        "2026-06-10",
+        "2026-06-12"
       ],
       "conceptTags": [
         "studytime-analysis",
@@ -396,13 +399,13 @@
       "endLine": 92,
       "source": "memory",
       "snippet": "**根因分析**： - `vala_game_chapter`（MySQL）无 `unit_index` 字段 - `big_map_chapter`（PostgreSQL）有 `unit_index` 字段，但仅包含 A1 数据，且与 `vala_game_chapter` 无直接关联键 - 两者 ID 空间不重叠（big_map: ~1720-2070，game_chapter: ~55-399），UUID 也不匹配 **映射方案**： - 每个 season_package 内，`lesson_type=1` 的章节按 `id` 排序，每 5 个连续章节组成一个单元 - Season 0（序章/L1-U0）：所有章节属于 Unit 0 - Season 1-4：每个 season 有 12 个单元（60 个 lesson 章节） - 全局 unit_index = base_offset(season_of_quarter) + unit_within_season - base_offset: 0→0, 1→1, 2→13, 3→25, 4→37 **关键 Bug**：初版按 `season_of_quarter` 分组时 A1 和 A2 混在一起，因为相同季度值合并了。修复：改为按 `(level, season_of_quarter)` 分组。 **验证结果**： - A1: Unit 0-48（49 个单元），与 big_map_chapter 的 unit_index 范围一致 - A2: Unit 0-49（50 个单元，比 A1 多 1 个） *",
-      "recallCount": 8,
+      "recallCount": 10,
       "dailyCount": 0,
       "groundedCount": 0,
-      "totalScore": 8,
+      "totalScore": 10,
       "maxScore": 1,
       "firstRecalledAt": "2026-05-28T09:07:57.953Z",
-      "lastRecalledAt": "2026-06-09T07:41:52.760Z",
+      "lastRecalledAt": "2026-06-12T07:16:32.881Z",
       "queryHashes": [
         "c6c7ff4ed75d",
         "c59410788b42",
@@ -411,14 +414,17 @@
         "c58011801ab5",
         "4119a1f11f68",
         "6e3a2daa0a9f",
-        "5d71b876843a"
+        "5d71b876843a",
+        "363241a84e3c",
+        "6d1afbed352e"
       ],
       "recallDays": [
         "2026-05-28",
         "2026-05-29",
         "2026-05-30",
         "2026-06-04",
-        "2026-06-09"
+        "2026-06-09",
+        "2026-06-12"
       ],
       "conceptTags": [
         "vala-game-chapter",
@@ -636,13 +642,13 @@
       "endLine": 536,
       "source": "memory",
       "snippet": "| 2b | 客户主表 → 订单 | ✅ | 公式就绪 | | 3 | 日报 C1HVN2 | ✅ | 四段刷新 | | 3a/3c | 口径审计 | ✅ | 推群全过 | | 4a | 结算月汇总 | ✅ | 公式就绪 | **结论：当前表内所有数据与重拉完全一致，零差异，无需刷写。** ### 18:36 小溪行课触发实跑 - 已推 1920 条到小溪查询表（新 Sheet） - 已 @小溪 到小红书数据需求群，请处理 ~5 条待查询记录 - 表格：`RFIJsXT8FhGHhctY4RwczcOfnac` - 等待小溪回填后跑 `pull_xiaoxi_results.py` 回收结果 ### 18:50 PG 实时行课数据全量覆盖 [陈逸鸫确认] 不用等小溪回填那 5 条，直接用 PG `user_course_detail` 表实时数据覆盖： - 448 人有新进展（相比小溪历史快照） - pull → 3PRySY 口径对齐 12/12 ✅ - lesson_cache → C1HVN2 16 格 ✅ - 变化有限（PG=正式课，小溪=体验课，口径不同） - sync_base (4b) → 多维表格 8 张 ✅ 21.2s ### 18:54 漏斗看板发布待解决 - funnel HTML 已构建（scripts/build_funnel_dashboard.py ✅） - 妙搭发布 `apps +html-publish` 需要 `--as user`，bot 模式不支持 - 系统 lark-cli `/usr/local/lib/node_mod",
-      "recallCount": 10,
+      "recallCount": 11,
       "dailyCount": 0,
       "groundedCount": 0,
-      "totalScore": 10,
+      "totalScore": 11,
       "maxScore": 1,
       "firstRecalledAt": "2026-05-28T20:51:03.908Z",
-      "lastRecalledAt": "2026-06-10T02:20:58.265Z",
+      "lastRecalledAt": "2026-06-12T07:16:32.880Z",
       "queryHashes": [
         "f22544a8757c",
         "2af907cea93d",
@@ -653,14 +659,16 @@
         "918c0cb0b34d",
         "c5fe8ced03de",
         "a70555b22269",
-        "78873c102522"
+        "78873c102522",
+        "363241a84e3c"
       ],
       "recallDays": [
         "2026-05-29",
         "2026-06-01",
         "2026-06-05",
         "2026-06-08",
-        "2026-06-10"
+        "2026-06-10",
+        "2026-06-12"
       ],
       "conceptTags": [
         "3a/3c",
@@ -680,13 +688,13 @@
       "endLine": 366,
       "source": "memory",
       "snippet": "- 448 人有新进展（相比小溪历史快照） - pull → 3PRySY 口径对齐 12/12 ✅ - lesson_cache → C1HVN2 16 格 ✅ - 变化有限（PG=正式课，小溪=体验课，口径不同） - sync_base (4b) → 多维表格 8 张 ✅ 21.2s ### 18:54 漏斗看板发布待解决 - funnel HTML 已构建（scripts/build_funnel_dashboard.py ✅） - 妙搭发布 `apps +html-publish` 需要 `--as user`，bot 模式不支持 - 系统 lark-cli `/usr/local/lib/node_modules/@anthropic/lark-cli` 可能支持 - 待确认：服务器是否已 `lark-cli auth login --as user` ### 19:00 陈逸鸫派 Image2 生图任务 **任务：** L1-S1-U1《秘密基地》5 课投放用小地图底图 - 模型：gpt-image-2 · 3:4 · 2K · 不要文字 - 风格：太阳朋克 + L1 场景 - 5 张 PNG：U1-L1～U1-L5 - FUNCLOUD_API_KEY 在小研 workspace `.env` 中可用（`fc_eea138933b02b4797ce0779ffb637d8b8a6368db7b435dfdab7b4be1cd254d98`） - Brief 文档 `/docx/KsVadUTmooO7yYxHaGmc1R0Bn5b` + 投放手册 `/do",
-      "recallCount": 11,
+      "recallCount": 12,
       "dailyCount": 0,
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-      "totalScore": 11,
+      "totalScore": 12,
       "maxScore": 1,
       "firstRecalledAt": "2026-05-28T20:51:03.908Z",
-      "lastRecalledAt": "2026-06-09T03:15:16.782Z",
+      "lastRecalledAt": "2026-06-12T07:16:32.880Z",
       "queryHashes": [
         "f22544a8757c",
         "2af907cea93d",
@@ -698,7 +706,8 @@
         "1382c5611b17",
         "c5fe8ced03de",
         "a70555b22269",
-        "a90ba76a41cf"
+        "a90ba76a41cf",
+        "363241a84e3c"
       ],
       "recallDays": [
         "2026-05-29",
@@ -706,7 +715,8 @@
         "2026-06-02",
         "2026-06-03",
         "2026-06-08",
-        "2026-06-09"
+        "2026-06-09",
+        "2026-06-12"
       ],
       "conceptTags": [
         "gpt",
@@ -837,15 +847,14 @@
       "endLine": 557,
       "source": "memory",
       "snippet": "- 妙搭发布 `apps +html-publish` 需要 `--as user`，bot 模式不支持 - 系统 lark-cli `/usr/local/lib/node_modules/@anthropic/lark-cli` 可能支持 - 待确认：服务器是否已 `lark-cli auth login --as user` ### 19:00 陈逸鸫派 Image2 生图任务 **任务：** L1-S1-U1《秘密基地》5 课投放用小地图底图 - 模型：gpt-image-2 · 3:4 · 2K · 不要文字 - 风格：太阳朋克 + L1 场景 - 5 张 PNG：U1-L1～U1-L5 - FUNCLOUD_API_KEY 在小研 workspace `.env` 中可用（`fc_eea138933b02b4797ce0779ffb637d8b8a6368db7b435dfdab7b4be1cd254d98`） - Brief 文档 `/docx/KsVadUTmooO7yYxHaGmc1R0Bn5b` + 投放手册 `/docx/QhYQdz7PvoN7Eaxmhu0c0Q5UnHe` — 均为个人文档，AGENTS.md 规则禁止读取 - 素材库入口：https://llm-dev.valavala.com/web_tools/material_prod --- ### 19:30 同事数据查询流程演练 [陈逸鸫测试] **场景：模拟王虹茗请求小龙 4/21-5/20 订单详情，验证三级查询流程** **小龙订单查询结果（数据源：3wcle8 销售订",
-      "recallCount": 33,
+      "recallCount": 34,
       "dailyCount": 0,
       "groundedCount": 0,
-      "totalScore": 33,
+      "totalScore": 34,
       "maxScore": 1,
       "firstRecalledAt": "2026-05-28T20:51:03.908Z",
-      "lastRecalledAt": "2026-06-11T08:54:54.664Z",
+      "lastRecalledAt": "2026-06-12T07:16:32.880Z",
       "queryHashes": [
-        "82be33d1f911",
         "2aa08c6652fb",
         "f7ae50ae228d",
         "3737f6af1445",
@@ -876,7 +885,8 @@
         "b2c23ece6608",
         "206acd60d69d",
         "cfa4c0443735",
-        "d248105a4ef8"
+        "d248105a4ef8",
+        "363241a84e3c"
       ],
       "recallDays": [
         "2026-05-29",
@@ -888,7 +898,8 @@
         "2026-06-08",
         "2026-06-09",
         "2026-06-10",
-        "2026-06-11"
+        "2026-06-11",
+        "2026-06-12"
       ],
       "conceptTags": [
         "gpt",
@@ -1311,18 +1322,20 @@
       "endLine": 602,
       "source": "memory",
       "snippet": "**需求：行课记录新增当日进线→当天行课 + 7天首课率 + 销售排名 + 日报展示** **数据摸底结果：** | 指标 | 5月数据 | 定义 | |------|---------|------| | 当日进线→当天行课 | 3.0% (4/135) | 进线当天有 chapter settlement | | 7天线索→首课 | 28.6% (10/35) | 过去7天进线中 小溪阶段≥5 | **按销售拆解：** | 销售 | 当日行课率 | 7天首课率 | |------|-----------|----------| | Bob | 7.4% (最高) | 28.6% | | Tom | 3.7% | 28.6% | | 吴迪 | 0% | 28.6% | | 小龙 | 0% | 14.3% (最低) | **改动方案（6处，待陈逸鸫确认后执行）：** 1. **2aNzzy 每日线索分配** — 加 2 列（首课日期 V、当日行课 W） 2. **3PRySY 行课情况** — 加 4 列（当日行课数、当日行课率、7天线索数、7天首课率） 3. **C1HVN2 日报** — 新增「五、行课转化」段 4. **Base 多维表格** — 3 张表加字段（tbl9HgnKU2qgj4gE / tblB27fjK7mDnxjY / tblxjCeGOPNoLHl6） 5. **funnel-daily 看板 HTML** — 新增「当日转化」+「7天首课」指标 6. **build_pipeline 脚本** — 新增 `scripts/compute_l",
-      "recallCount": 1,
+      "recallCount": 2,
       "dailyCount": 0,
       "groundedCount": 0,
-      "totalScore": 1,
+      "totalScore": 2,
       "maxScore": 1,
       "firstRecalledAt": "2026-05-29T06:12:52.521Z",
-      "lastRecalledAt": "2026-05-29T06:12:52.521Z",
+      "lastRecalledAt": "2026-06-12T07:16:32.881Z",
       "queryHashes": [
-        "2aa08c6652fb"
+        "2aa08c6652fb",
+        "6d1afbed352e"
       ],
       "recallDays": [
-        "2026-05-29"
+        "2026-05-29",
+        "2026-06-12"
       ],
       "conceptTags": [
         "3.0",
@@ -1531,18 +1544,20 @@
       "endLine": 624,
       "source": "memory",
       "snippet": "6. **build_pipeline 脚本** — 新增 `scripts/compute_lesson_activation.py`（PG→2aNzzy V/W） **关键数据源映射：** 进线=2aNzzy C列日期 → 用户ID=2aNzzy → PG user_course_detail 首课日期 → 比对同天 → 写回 2aNzzy V/W ### 待办汇总 1. 📋 陈逸鸫确认行课转化改动方案 → 一口气改 6 处 2. 📋 王虹茗 user_id 获取（需她发消息或陈逸鸫截图） 3. 📋 数据转发王虹茗 + 写入大麦查询输出表 fd42b8 4. 📋 销售看板 build 挂住问题排查 5. 📋 Image2 生图任务执行 6. ⏳ 全量 pipeline 聚光验证（子进程） ### 20:52 行课转化全量改动完成 [陈逸鸫确认] 行课记录新增指标：当日进线→当天行课 + 7天首课，6处改动已完成4处： | # | 位置 | 改动 | 状态 | |---|------|------|------| | 1 | 2aNzzy | V/W/X 三列（首课日期/当日行课/7日内行课） | ✅ | | 2 | 3PRySY | AE-AH 四列（当日行课/当日行课率/7日内首课/7日内首课率）| ✅ | | 3 | C1HVN2 | 合并 三+五 →「线索→行课转化」| ✅ | | 4 | Base | 行课销售月(4)/5月漏斗(3)/销转销售月(2) 加字段 | ⚠️ bot权限不足，需手动 | | 5 | funnel-daily 看板 |",
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-      "totalScore": 1,
+      "totalScore": 2,
       "maxScore": 1,
       "firstRecalledAt": "2026-05-31T23:25:36.480Z",
-      "lastRecalledAt": "2026-05-31T23:25:36.480Z",
+      "lastRecalledAt": "2026-06-12T07:16:32.881Z",
       "queryHashes": [
-        "679cdd7bd3a8"
+        "679cdd7bd3a8",
+        "6d1afbed352e"
       ],
       "recallDays": [
-        "2026-06-01"
+        "2026-06-01",
+        "2026-06-12"
       ],
       "conceptTags": [
         "build-pipeline",
diff --git a/output/角色id_19842_导出时间_20260612.xlsx b/output/角色id_19842_导出时间_20260612.xlsx
new file mode 100644
index 0000000..a61ff10
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diff --git a/output/角色id_28477_导出时间_20260612.xlsx b/output/角色id_28477_导出时间_20260612.xlsx
new file mode 100644
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+=== 每日总结 20260613 ===
+## 昨日关键进展
+无昨日记忆记录