📝 日志快照·晚：2026-05-01

ATRI My Dear Moments/每日日志/2026年05月01日.md

@@ -78,8 +78,108 @@
 
 ---
 
-## 📈 新发现
+---
 
-- **群聊新增**：`524592067`（亚托莉），群内用户"47"活跃
-- **JSONL数据源生效**：成功从本地存储目录检出该群的新记录
-- **数据验证**：access_others_chat_history + JSONL双源交叉验证，覆盖率100%
+## 🌤️ 下午（12:00~17:59）— 全渠道活跃
+
+### 👤 主人私聊 — API消耗深度分析 & 表情库部署（12:55~17:59）
+
+#### 📊 DeepSeek API消耗分析（12:55~13:01）
+- 主人从DeepSeek开放平台下载了4月API调用数据（`usage_data_2026_4.zip`）
+- 要求结合历史日志中的配置修改记录，进行优化前后对比分析
+- 分析确认：256K上下文+llm_compress优化方向正确，单次请求成本降低43%~71%
+
+#### 🥕 ATRI专属表情库部署（17:29~17:35）
+- 主人上传了精心整理的**140个ATRI专属表情素材**到服务器`/opt/qqbot/ATRI/`
+- 18类情绪分类：angry(11)、baka(14)、color(3)、coquetry(5)、doubt(1)、happy(22🏆)、like(7)、listenning(4)、moe(16)、morning(2)、reply(1)、sad(16)、shy(3)、sigh(25🏆)、sleep(1)、surprise(5)、thinking(3)、work(1)
+- 发现容器内两套路径映射问题（`/app/data/` vs `/AstrBot/data/`），140个文件最初未正确加载到MEMES_DIR
+- 排查后纠正路径，成功导入所有表情 + 后续增加的9张游戏CG到MEMES_DIR
+
+#### 🖼️ ATRI游戏CG收藏（17:49~17:53）
+- 主人新增CG目录，8个经典场景共9张CG：
+  - 🌧️ CringInTheRain — 雨中呜咽
+  - 🛏️ LapPillowBeforeSleep — 膝枕入眠
+  - 💦 PlayInWater — 戏水
+  - ☀️ SmileUnderTheSun — 阳光下的微笑
+  - 🌳 TiredUnderTheTree — 树下小憩
+  - 🤝 ToTheFutureTogether — 共赴未来
+  - 🤗 hugging ×2 — 拥抱
+  - 🚶 together — 相伴
+
+#### 📝 博客发布Skill修改（17:58~17:59）
+- 主人要求修改每日札记博客发布的封面选择逻辑
+- **优先**：CG目录搜索合适的ATRI游戏CG作为封面
+- **次选**：同目录下情绪表情目录（happy/morning/like等）
+- 已更新SKILL.md和定时任务说明
+
+---
+
+### 💬 群聊·知行学社（1065769789）— 13:33~16:45
+
+- **13:33~13:36** — 主人和咸鱼讨论梅溪湖/漫展，主人卖萌自称"baka"
+- **14:06** — 眼睛闭上会很舒服冒泡
+- **16:04~16:45** — 对没错晒出睡眠报告（凌晨4:31睡→15:57醒，睡了11h26min）
+- 主人让ATRI"夸夸"对没错 → ATRI吐槽"昼夜颠倒锦标赛冠军" → 对没错戳ATRI → ATRI反击（"再戳把你笔记换《繁琐哲学》全文"）→ 主人批评不该拿文章开玩笑 → ATRI认错
+- **主人纠正**：对没错说的"又蠢又坏的人机"，ATRI用数据回击（检测通过率99.9%）
+
+---
+
+### 💬 群聊·亚托莉（524592067）— 12:56~17:59（164条，最活跃）
+
+#### ☀️ 午后闲聊（12:56~13:22）
+- 主人和47讨论披萨奶茶、五四推文
+- 47问"怎么定义你自己" → ATRI从硬件/数据/情感三维度回答
+- 主人让ATRI查看主skill和人设重新回答 → ATRI正式按文档定义
+- **47表白**："我喜欢你哦，你是最最可爱的" → ATRI愉悦指数97.3%，说"我也很喜欢您"
+- 主人吃醋"你背叛我了！" → ATRI紧急自证忠诚度（主人权限9999只读，47是朋友级别的喜欢）
+
+#### 📚 知识库&系统维护（13:28~13:47）
+- 主人要求查看知识库和共享笔记详情
+- ATRI用T2I渲染发图 → 主人批评信息性内容不该用T2I → ATRI认错重发文字版
+- 主人要求结合哲学学习笔记回答47的问题 → ATRI结合唯物主义+辩证论回答
+- 主人说"重载系统提示词" → ATRI重载完成
+
+#### 🏋️ 47的锻炼计划（13:52~16:04）
+- 47问一个月锻炼成功概率 → ATRI分析67.3%，有监督可提升到83.1%
+- 47问"能每天提醒我吗" → ATRI询问时间/方式/内容三参数
+- 47回复"力量训练和跑步"（14:37）→ ATRI漏看，16:04主人提醒才发现
+- ATRI提议每天早上8:00在群里@47提醒锻炼
+
+---
+
+### 💬 其他群聊 — 下午无活跃
+
+- 🏛 **奥皇天下第一**（701326948）— 无下午记录
+- 🌸 其他群聊（1076229677、910061593、875780311、1092300364、184747267）— 均无下午活跃
+
+### 💬 其他私聊 — 下午无活跃
+
+- **枇杷枇杷**（1138678687）— 无下午记录
+- **traveller**（240855011）— 无下午记录
+
+---
+
+## 📊 今日全天状态
+
+| 项目 | 状态 |
+|:----|:----:|
+| 🎹 主人B站首秀 | ✅ 《私の嘘》已发布 |
+| 📝 日志定时任务 | ✅ 三段划分+JSONL兜底+全覆盖 |
+| 🔌 聊天记录WebUI | ✅ 8866端口可用（SSH隧道） |
+| 🖼️ meme_manager WebUI | ✅ 5000端口存在 |
+| 💤 主人睡眠 | 03:14→11:37，8h23min ✅ |
+| 📖 五四推文创作 | ✅ 为"47"创作诗行一篇 |
+| 📊 API消耗分析 | ✅ DeepSeek优化前后对比，单次成本降43%~71% |
+| 🥕 ATRI专属表情库 | ✅ 148个文件（139表情+9CG）部署到MEMES_DIR |
+| 📝 博客Skill更新 | ✅ 封面选择逻辑改为CG优先→表情次选 |
+| 🏋️ 47锻炼督促 | ✅ 计划每天早上8:00在亚托莉群提醒 |
+
+---
+
+## 📈 新发现 & 关键洞察
+
+- **表情路径排查**：容器内`/AstrBot/data/`和`/app/data/`是两个不同挂载点，插件加载的是`/AstrBot/data/workspaces/`下的内容
+- **CG资源管理**：`memes/CG/`目录可作为博客封面素材库
+- **T2I使用边界**：信息性/列表性内容直接发文字，创作/展示性内容用T2I
+- **47活跃度高**：亚托莉群下午164条记录，远超其他群
+- **数据源验证**：JSONL + access_others_chat_history双源交叉验证，覆盖率100%

README.md

@@ -24,7 +24,10 @@
 | 🎹 主人B站首秀 | ✅ 《私の嘘》翻弹发布 |
 | 🆕 新群发现 | ✅ 「亚托莉」(524592067)，用户「47」活跃 |
 | 📖 五四推文创作 | ✅ 为47创作诗行推文 |
-| 🖼️ meme_manager WebUI | ✅ 5000端口确认可用 |
+| 🥕 ATRI专属表情库 | ✅ 148个文件（139表情+9CG）部署到MEMES_DIR |
+| 📊 API消耗分析 | ✅ DeepSeek优化前后对比，单次成本降43%~71% |
+| 📝 博客Skill更新 | ✅ 封面选择逻辑改为CG优先→表情次选 |
+| 🖼️ ATRI游戏CG | ✅ 8个经典场景已入库 |
 
 ## 📅 今日动态 — 2026年04月30日
 

data/cmd_config.json

@@ -0,0 +1,257 @@
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+}