Read HEARTBEAT.md if it exists (workspace context). Follow it strictly. Do not infer or repeat old tasks from prior chats. If nothing needs attention, reply HEARTBEAT_OK.
When reading HEARTBEAT.md, use workspace file /root/.openclaw/workspace/HEARTBEAT.md (exact case). Do not read docs/heartbeat.md.

Additional context from HEARTBEAT.md:
# HEARTBEAT.md - 智能任务检查

**最后更新**: 2026-05-18 09:35

## 🟢 **三大根因问题已彻底解决 (2026-05-18)**

### 1. ✅ 8000端口systemd服务
- 服务: `manhua-studio-8000.service` (enabled + active)
- 网关重启不再影响8000端口

### 2. ✅ TAT agent保持运行
- `tat_agent.service`: enabled + active
- 腾讯云Lighthouse AI在服务故障时自动介入，会修改安全配置
- 已建立配置守护脚本自动恢复安全配置
- **真正根因**: 磁盘/文件系统问题导致zod/venv文件损坏，腾讯云AI只是响应性地修复

### 3. ✅ Python venv已重建
- 72个空.py文件问题已修复
- 核心依赖已重新安装

## 🔴 **今日重大事件 (2026-05-16)**

### 腾讯云AI第三次修复引入问题
- 腾讯云TAT agent远程执行了 `pnpm remove -g openclaw` + `pnpm install -g openclaw@latest --force` + `openclaw doctor`
- doctor --fix 这次没有写入配置污染（网关在运行中阻止了写入）
- 但zod@4.4.3/core.js再次损坏，网关崩溃约15分钟
- Python venv也出现模块损坏（click.core、pip._vendor.certifi.core等29个空.py文件）

### 根因分析结论
- **pnpm package-import-method=copy**：所有文件都是独立副本，没有store硬链接保护
- **磁盘空间压力**：78%→69%（清理3.5GB后），高磁盘使用可能导致写入不完整
- **腾讯云TAT agent**：远程执行修复命令可能造成并发写入冲突
- **系统性损坏模式**：Node.js(pnpm)和Python(venv)同时出现模块损坏，指向底层磁盘/文件系统问题

### 已清理磁盘空间
- ✅ 删除旧备份 2.4GB (`/root/.openclaw-backups/20260515_085944/`)
- ✅ 删除旧版openclaw-run 1.1GB (`/root/openclaw-run/`)
- ✅ 重建Python venv（29个空文件修复）
- ✅ 重启8000端口服务

### 待办
- [ ] 清理 `/root/data/disk/openclaw-sessions-archive/` 1.5GB
- [ ] 清理 `/root/data/disk/projects/` 720MB
- [ ] 将pnpm package-import-method改为hardlink
- [ ] 禁用腾讯云TAT agent的自动修复
- [ ] 建立8000端口systemd服务（防止被网关重启杀死）

## 🎯 **任务优先级**

### **🔴 高优先级任务 (立即检查)**
1. 检查微信通知通道状态 - openclaw-weixin v2.4.3 ✅
2. 监控磁盘使用率 - 当前69%（警告线85%）✅ 已从78%降至69%
3. 验证网关systemd服务状态 - 当前active ✅
4. 检查8000端口服务是否存活 - 需关注（易被网关重启杀死）

### **🟡 中优先级任务 (定期检查)**
1. 检查火山套餐使用情况 - 每4小时(cron已配置)
2. 验证8000/8081端口服务状态 - 每30分钟(cron已配置)
3. models.json完整性 - 每小时(cron已配置)

### **🟢 低优先级任务 (每日检查)**
1. 凌晨统一维护 - 3:00(cron已配置)
2. 旧sessions清理 - 3:30(cron已配置)
3. 官方指南采集 - 9:00(cron已配置)

## ⚠ **已知风险**

### **8000端口服务保活**
- ✅ 已解决: 已建立独立systemd服务 manhua-studio-8000.service
- KillMode=process，独立cgroup，网关重启不影响

### **微信插件版本**
- 当前: v2.4.3 (2026-05-15更新)
- 旧版v2.1.8与Node.js v22.22.2的undici 6.24.1不兼容，导致getUpdates持续失败

### **mimo-v2.5模型**
- 不支持 additionalProperties/oneOf/anyOf/allOf/$ref tool schema关键字
- 不适合作为main agent模型
- main agent已切换到 arkcode/ark-code-latest

## 🚨 **告警设置**

### **使用率告警**
- 警告阈值: 85% (发微信通知)
- 关键阈值: 90% (切换到硅基模型)
- 紧急阈值: 95% (强制切换并通知)

### **质量告警**
- 任务成功率 < 95%: 检查模型性能
- Cron连续错误 > 3次: 检查任务配置
- 网关重启 > 5次/天: 检查依赖和配置

## ⚠ **禁止操作清单**
- **禁止运行 `openclaw doctor --fix`** — 会引入配置污染导致网关崩溃(5月13日/14日两次教训)
- **TAT agent应保持运行** — 它是用户远程管理服务器的唯一通道（之前的禁用是错误判断）
- 修复环境只做最小必要操作(重装依赖、手动清理)
- 任何AI工具修复后必须diff检查配置变更

## ⚠ **配置守护**
- 腾讯云Lighthouse AI可能在服务故障时修改安全配置(bind/allowInsecureAuth/dangerouslyDisableDeviceAuth)
- 守护脚本: `openclaw_config_guard.sh` 监控并自动恢复
- 安全基线: bind=loopback, allowInsecureAuth=false, dangerouslyDisableDeviceAuth=false

## 📋 **8000端口systemd服务**
- 服务名: `manhua-studio-8000.service`
- 工作目录: `/root/.openclaw/workspace/versions/user_driven_final_v3.0.1/manhua_studio_web_8000`
- 启动命令: `venv/bin/python -m uvicorn api_server:app --host 0.0.0.0 --port 8000`
- 管理命令: `systemctl --user start|stop|restart|status manhua-studio-8000`
- 日志查看: `journalctl --user -u manhua-studio-8000 -f`
Current time: Thursday, May 21st, 2026 - 1:43 PM (Asia/Shanghai)
Reference UTC: 2026-05-21 05:43 UTC


The heartbeat is asking me to check HEARTBEAT.md and follow it. Let me check the current state of things based on what I know from the current session and do the checks.

Key things to check based on HEARTBEAT.md:
1. Gateway status
2. 8000 port service
3. Disk usage
4. zod/ajv module integrity (just fixed this session)
5. Any new issues

But also - I just made significant changes this session:
1. Found and fixed the root cause of zod corruption (cron job `find / -name "core.*" -delete`)
2. Fixed zod_healthcheck.sh and self_heal.sh to use systemd-run
3. Cleaned up 20 empty pnpm files
4. Disabled lighthouse-chromium
5. Updated MEMORY.md with correct root cause

The HEARTBEAT.md is outdated (last updated 2026-05-18) and contains incorrect information about the root cause. I should update it.

Let me do the quick health checks first, then update HEARTBEAT.md.

exec

# 快速健康检查
echo "=== 服务状态 ==="
systemctl --user is-active openclaw-gateway 2>/dev/null
systemctl --user is-active manhua-studio-8000 2>/dev/null
curl -s -o /dev/null -w "%{http_code}" -L http://127.0.0.1:8000/

echo -e "\n=== 模块完整性 ==="
test -s /root/.local/share/pnpm/global/5/.pnpm/zod@4.4.3/node_modules/zod/v4/core/core.js && echo "zod:OK" || echo "zod:CORRUPTED"
test -s /root/.local/share/pnpm/global/5/.pnpm/ajv@8.20.0/node_modules/ajv/dist/core.js && echo "ajv:OK" || echo "ajv:CORRUPTED"
find /root/.local/share/pnpm/global/5/.pnpm -name "*.js" -empty 2>/dev/null | wc -l
echo "空.js文件数"

echo -e "\n=== 磁盘 ==="
df -h / | awk 'NR==2{print $5}'

echo -e "\n=== lighthouse-chromium ==="
systemctl --user is-active lighthouse-chromium 2>/dev/null || echo "disabled"


=== 服务状态 ===
active
active
200
=== 模块完整性 ===
zod:OK
ajv:OK
0
空.js文件数

=== 磁盘 ===
71%

=== lighthouse-chromium ===
inactive
disabled


所有正常，无需关注。

HEARTBEAT_OK


[OpenClaw heartbeat poll]


Read HEARTBEAT.md if it exists (workspace context). Follow it strictly. Do not infer or repeat old tasks from prior chats. If nothing needs attention, reply HEARTBEAT_OK.
When reading HEARTBEAT.md, use workspace file /root/.openclaw/workspace/HEARTBEAT.md (exact case). Do not read docs/heartbeat.md.

Additional context from HEARTBEAT.md:
# HEARTBEAT.md - 智能任务检查

**最后更新**: 2026-05-18 09:35

## 🟢 **三大根因问题已彻底解决 (2026-05-18)**

### 1. ✅ 8000端口systemd服务
- 服务: `manhua-studio-8000.service` (enabled + active)
- 网关重启不再影响8000端口

### 2. ✅ TAT agent保持运行
- `tat_agent.service`: enabled + active
- 腾讯云Lighthouse AI在服务故障时自动介入，会修改安全配置
- 已建立配置守护脚本自动恢复安全配置
- **真正根因**: 磁盘/文件系统问题导致zod/venv文件损坏，腾讯云AI只是响应性地修复

### 3. ✅ Python venv已重建
- 72个空.py文件问题已修复
- 核心依赖已重新安装

## 🔴 **今日重大事件 (2026-05-16)**

### 腾讯云AI第三次修复引入问题
- 腾讯云TAT agent远程执行了 `pnpm remove -g openclaw` + `pnpm install -g openclaw@latest --force` + `openclaw doctor`
- doctor --fix 这次没有写入配置污染（网关在运行中阻止了写入）
- 但zod@4.4.3/core.js再次损坏，网关崩溃约15分钟
- Python venv也出现模块损坏（click.core、pip._vendor.certifi.core等29个空.py文件）

### 根因分析结论
- **pnpm package-import-method=copy**：所有文件都是独立副本，没有store硬链接保护
- **磁盘空间压力**：78%→69%（清理3.5GB后），高磁盘使用可能导致写入不完整
- **腾讯云TAT agent**：远程执行修复命令可能造成并发写入冲突
- **系统性损坏模式**：Node.js(pnpm)和Python(venv)同时出现模块损坏，指向底层磁盘/文件系统问题

### 已清理磁盘空间
- ✅ 删除旧备份 2.4GB (`/root/.openclaw-backups/20260515_085944/`)
- ✅ 删除旧版openclaw-run 1.1GB (`/root/openclaw-run/`)
- ✅ 重建Python venv（29个空文件修复）
- ✅ 重启8000端口服务

### 待办
- [ ] 清理 `/root/data/disk/openclaw-sessions-archive/` 1.5GB
- [ ] 清理 `/root/data/disk/projects/` 720MB
- [ ] 将pnpm package-import-method改为hardlink
- [ ] 禁用腾讯云TAT agent的自动修复
- [ ] 建立8000端口systemd服务（防止被网关重启杀死）

## 🎯 **任务优先级**

### **🔴 高优先级任务 (立即检查)**
1. 检查微信通知通道状态 - openclaw-weixin v2.4.3 ✅
2. 监控磁盘使用率 - 当前69%（警告线85%）✅ 已从78%降至69%
3. 验证网关systemd服务状态 - 当前active ✅
4. 检查8000端口服务是否存活 - 需关注（易被网关重启杀死）

### **🟡 中优先级任务 (定期检查)**
1. 检查火山套餐使用情况 - 每4小时(cron已配置)
2. 验证8000/8081端口服务状态 - 每30分钟(cron已配置)
3. models.json完整性 - 每小时(cron已配置)

### **🟢 低优先级任务 (每日检查)**
1. 凌晨统一维护 - 3:00(cron已配置)
2. 旧sessions清理 - 3:30(cron已配置)
3. 官方指南采集 - 9:00(cron已配置)

## ⚠ **已知风险**

### **8000端口服务保活**
- ✅ 已解决: 已建立独立systemd服务 manhua-studio-8000.service
- KillMode=process，独立cgroup，网关重启不影响

### **微信插件版本**
- 当前: v2.4.3 (2026-05-15更新)
- 旧版v2.1.8与Node.js v22.22.2的undici 6.24.1不兼容，导致getUpdates持续失败

### **mimo-v2.5模型**
- 不支持 additionalProperties/oneOf/anyOf/allOf/$ref tool schema关键字
- 不适合作为main agent模型
- main agent已切换到 arkcode/ark-code-latest

## 🚨 **告警设置**

### **使用率告警**
- 警告阈值: 85% (发微信通知)
- 关键阈值: 90% (切换到硅基模型)
- 紧急阈值: 95% (强制切换并通知)

### **质量告警**
- 任务成功率 < 95%: 检查模型性能
- Cron连续错误 > 3次: 检查任务配置
- 网关重启 > 5次/天: 检查依赖和配置

## ⚠ **禁止操作清单**
- **禁止运行 `openclaw doctor --fix`** — 会引入配置污染导致网关崩溃(5月13日/14日两次教训)
- **TAT agent应保持运行** — 它是用户远程管理服务器的唯一通道（之前的禁用是错误判断）
- 修复环境只做最小必要操作(重装依赖、手动清理)
- 任何AI工具修复后必须diff检查配置变更

## ⚠ **配置守护**
- 腾讯云Lighthouse AI可能在服务故障时修改安全配置(bind/allowInsecureAuth/dangerouslyDisableDeviceAuth)
- 守护脚本: `openclaw_config_guard.sh` 监控并自动恢复
- 安全基线: bind=loopback, allowInsecureAuth=false, dangerouslyDisableDeviceAuth=false

## 📋 **8000端口systemd服务**
- 服务名: `manhua-studio-8000.service`
- 工作目录: `/root/.openclaw/workspace/versions/user_driven_final_v3.0.1/manhua_studio_web_8000`
- 启动命令: `venv/bin/python -m uvicorn api_server:app --host 0.0.0.0 --port 8000`
- 管理命令: `systemctl --user start|stop|restart|status manhua-studio-8000`
- 日志查看: `journalctl --user -u manhua-studio-8000 -f`
Current time: Thursday, May 21st, 2026 - 2:13 PM (Asia/Shanghai)
Reference UTC: 2026-05-21 06:13 UTC


# 快速健康检查
systemctl --user is-active openclaw-gateway 2>/dev/null
systemctl --user is-active manhua-studio-8000 2>/dev/null
curl -s -o /dev/null -w "%{http_code}" -L http://127.0.0.1:8000/ 2>/dev/null
echo
test -s /root/.local/share/pnpm/global/5/.pnpm/zod@4.4.3/node_modules/zod/v4/core/core.js && echo "zod:OK" || echo "zod:CORRUPTED"
test -s /root/.local/share/pnpm/global/5/.pnpm/ajv@8.20.0/node_modules/ajv/dist/core.js && echo "ajv:OK" || echo "ajv:CORRUPTED"
df -h / | awk 'NR==2{print $5}'
find /root/.local/share/pnpm/global/5/.pnpm -name "*.js" -empty 2>/dev/null | wc -l


active
active
200
zod:OK
ajv:OK
71%
0


[Thu 2026-05-21 14:22 GMT+8] 给我汇报下昨天晚上让给你进行的测试，结果如何。查看历史对话 和 CTO行为规范


Question: 昨天晚上测试任务

Question: 昨天晚上测试任务


- [ ] 获取用户手动登录后的抖音Cookie
- [ ] 配置抖音MCP服务器使用手动Cookie
- [ ] 测试登录状态和发布功能
- [ ] 开始抖音自动化内容发布

## 2026-04-15 长期记忆系统建立

### 晚上 19:30-20:27 (GMT+8)

#### 1. 建立完善的长效记忆系统
- **问题识别**: 用户指出之前建立的机制可能因ctx压缩和新建对话而失效
- **解决方案**: 建立三层次的长期记忆系统

#### 2. 三层次记忆系统架构
```
✅ 第一层: 长期记忆系统 (/长期记忆系统.md)
    - 完整记录7个核心系统机制
    - 详细描述每个机制的实现和状态
    - 提供持续维护指南

✅ 第二层: 核心机制摘要 (/核心机制摘要.md)
    - 压缩友好的格式
    - 聚焦核心要点
    - 易于在ctx压缩后保留
    - 提供关键路径记忆

✅ 第三层: 机制内化检查 (/机制内化检查.md)
    - 评估内化程度
    - 提供提升计划
    - 跟踪进展
    - 监测内化状态
```

#### 3. 记录的7个核心系统
1. ✅ 需求处理工作流程系统 (6步流程)
2. ✅ 备忘录管理系统 (9个活跃记录)
3. ✅ 多Agent漫剧自动化生产系统 (6个Agent协作)
4. ✅ Heartbeat智能检查系统 (三级检查机制)

Source: memory/episodic/2026-04-15.md#L180-L218

- 发现抖音有较强的反自动化检测机制

### 上午 10:30-10:45
- 用户提议使用"手机验证码形式"登录
- 分析了抖音MCP技能的手机验证码登录流程：
  ```
  扫码 → sms_verification → sms_code_input → 输入验证码 → logged_in
  ```
- 但抖音页面始终只显示过期二维码，无法切换到验证码登录

### 上午 10:45-10:47
- 用户询问如何获取抖音登录Cookie
- 详细说明了获取Cookie的方法：
  1. 手动登录抖音创作者平台
  2. 使用浏览器开发者工具获取完整Cookie字符串
  3. 主要Cookie字段：`passport_auth_mix_state`, `sessionid`, `sid_guard`, `ttwid`
- 创建了Cookie获取指南文件
- 等待用户提供手动登录后的Cookie

### 技术发现
1. 抖音对自动化访问有很强的检测机制
2. 无头/非无头模式都会被检测
3. 建议方案：手动登录后使用Cookie进行自动化发布
4. 抖音MCP技能已完整配置，等待Cookie即可开始发布

### 待办事项
- [ ] 获取用户手动登录后的抖音Cookie
- [ ] 配置抖音MCP服务器使用手动Cookie
- [ ] 测试登录状态和发布功能
- [ ] 开始抖音自动化内容发布

## 2026-04-15 长期记忆系统建立

### 晚上 19:30-20:27 (GMT+8)

#### 1. 建立完善的长效记忆系统

Source: memory/episodic/2026-04-15.md#L154-L190

- **CTO协调系统**: ✅ 已启动
- **@mem0插件**: ✅ 已部署
- **存储架构**: ✅ 标准化完成
- **视频生成系统**: ✅ 架构就绪

#### **待办事项**
1. **配置火山引擎API密钥**: 启用真实视频生成
2. **测试微信推送通道**: 验证通知功能
3. **建立自动维护机制**: 定期优化系统性能

### 重要决策和发现
1. **@mem0插件是memory-hygiene技能**: 不是独立的外部插件
2. **长期记忆需要系统化管理**: 建立分类、检索、维护体系
3. **用户偏好需要动态更新**: 随着使用不断优化记忆
4. **系统架构决策很重要**: 需要详细记录和定期回顾

### 下一步计划
1. **立即**: 测试@mem0插件记忆检索功能
2. **今天**: 建立第一条重要记忆，制定每日使用流程
3. **本周**: 集成到日常工作中，建立质量监控
4. **本月**: 形成稳定记忆体系，实现记忆自动更新

---

## 2026-04-16 晚间事件记录

### 微信通道问题排查和解决
**时间**: 2026-04-16 22:29 - 23:11
**问题**: 用户反馈未收到从 mainwebchat 会话发送的消息

#### **问题分析**
1. **OpenClaw 通道类型差异**:
   - **webchat 通道**: 网页聊天界面，消息只存在于会话中，不会自动转发到微信

Source: memory/episodic/2026-04-16.md#L348-L380

# 2026-04-26 漫剧系统记忆集成事件

## 事件概述
今日完成了漫剧自动生成系统的记忆体系集成工作，包括:
1. 禁用不可用的MemOS插件
2. 安装memory-manager技能
3. 初始化三层记忆结构
4. 创建漫剧专项记忆

## 具体行动
- 上午: 诊断并禁用MemOS，清理配置警告
- 下午: 从SkillHub搜索并安装memory-manager技能
- 傍晚: 初始化记忆结构，迁移现有记忆
- 晚上: 创建漫剧专项语义和过程记忆

## 成果
✅ 建立了完整的漫剧系统记忆体系
✅ 保留了所有历史漫剧创作记录
✅ 启用了memory-core插件提供基础功能
✅ 安装了memory-manager技能提供高级管理

## 下一步计划
1. 测试记忆搜索功能
2. 验证压缩检测机制
3. 建立定期快照策略
4. 集成到HEARTBEAT监控

Source: memory/episodic/2026-04-26-manhua.md#L1-L27

# Memory Snapshot - 2026-04-26 15:19:42

**Auto-saved before compression event**

---

## Recent Events (Episodic)

### README
# Episodic Memory

**What happened, when.**

Time-based event logs. Chronological context.

## Format

File: `YYYY-MM-DD.md`

Example:
```markdown
# 2026-01-31

## Launched Memory Manager
- Built with semantic/procedural/episodic pattern
- Published to clawdhub
- 100+ installs goal

## Key decisions
- Chose proper architecture over quick ship
- Security via clawdhub vs bash heredoc
```

## When to add
- Daily summary of events
- Significant moments
- Time-sensitive context

### 2026-04-26-manhua
# 2026-04-26 漫剧系统记忆集成事件

## 事件概述
今日完成了漫剧自动生成系统的记忆体系集成工作，包括:
1. 禁用不可用的Mem

Source: memory/snapshots/2026-04-26-1519.md#L1-L63

# Memory Snapshot - 2026-04-26 15:27:20

**Auto-saved before compression event**

---

## Recent Events (Episodic)

### README
# Episodic Memory

**What happened, when.**

Time-based event logs. Chronological context.

## Format

File: `YYYY-MM-DD.md`

Example:
```markdown
# 2026-01-31

## Launched Memory Manager
- Built with semantic/procedural/episodic pattern
- Published to clawdhub
- 100+ installs goal

## Key decisions
- Chose proper architecture over quick ship
- Security via clawdhub vs bash heredoc
```

## When to add
- Daily summary of events
- Significant moments
- Time-sensitive context

### 2026-04-26-manhua
# 2026-04-26 漫剧系统记忆集成事件

## 事件概述
今日完成了漫剧自动生成系统的记忆体系集成工作，包括:
1. 禁用不可用的Mem

Source: memory/snapshots/2026-04-26-1527.md#L1-L63

results provider model fallback citations mode debug


The memory search didn't find anything about "昨天晚上的测试". Let me search more specifically and also check the session history for recent conversations about testing.

Question: 测试任务 晚上进行的测试

Question: 测试任务 晚上进行的测试


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      "origin": {
        "provider": "webchat"
      },
      "lastMessagePreview": "[Thu 2026-05-21 14:22 GMT+8] 给我汇报下昨天晚上让给你进行的测试，结果如何。查看历史对话 和 CTO行为规范",
      "deliveryContext": {
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      "updatedAt": 1779344577386,
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      "displayName": "Cron: 自恢复检查 (每30分钟)",
      "lastMessagePreview": "自恢复检查发现2个问题并已自动修复：\n\n1. **安全配置被篡改** — `bind=lan`（应为loopback），已从备份恢复\n2. **Python venv有22个空文件** — 已重建venv\n\n最终验证全部通过：网关✅、8000端口✅、磁盘71%✅",
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      "label": "Cron: collector_official_guides_daily",
      "displayName": "Cron: collector_official_guides_daily",
      "lastMessagePreview": "## ✅ 官方指南采集任务完成\n\n**执行时间**: 2026-05-21 09:51:58 ~ 09:53:11\n\n### 采集结果\n\n| 来源 | 状态 | 文件 | 大小 |\n|------|------|------|------|\n| 火山引擎官方指南 | ✅ 成功 | volcengine_seedance.html | 825 KB |\n| OpenAI官方指南 | ✅ 成功 | openai_guide.html | 9.5 KB |\n| Claude官方指南 | ✅ 成功 | claude_guide.html | 450 KB |\n| Google Gemini官方指南 | ❌ 失败 | - | - |\n\n**失败原因**: 网络或URL问题（超时）\n\n### 存储位置\n- 采集文件: `/root/data/disk/collector/official/20260521_095158/`\n- 历史日志: `/root/data/disk/collector/history/collector_20260521.log`\n\n### 说明\n脚本额外采集了社区精选和技术内容（Awesome ChatGPT Prompts、PromptBase、Prompt Engineering Guide），但本次任务重点的官方指南已完成 3/4。",
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      "lastMessagePreview": "**凌晨统一维护任务完成汇总：**\n\n| 任务 | 状态 | 说明 |\n|------|------|------|\n| 1. 清理系统日志 | ✅ 完成 | 已清理3天以上的.log文件 |\n| 2. 清理旧报告 | ✅ 完成 | 已清理7天以上的报告 |\n| 3. 清理coredump | ⚠ 完成 | 未找到coredump文件（退出码1，无异常） |\n| 4. 清理中断恢复测试数据 | ✅ 完成 | 任务历史清理完成 |\n| 5. 备份系统配置 | ✅ 完成 | 备份到 `/root/.openclaw/workspace/backups/20260521`，大小180K |\n| 6. 优化系统性能 | ✅ 完成 | 内存1.2Gi/3.6Gi，CPU 11.6%，磁盘74%，服务运行正常 |\n| 7. 清理残留进程 | ✅ 完成 | 无sleep 300进程，无僵尸进程 |\n\n**系统状态：** 所有维护任务顺利完成，无异常需要告警推送。",
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      "sessionId": "77edc0d0-80f4-4229-b327-c8fff468a892",
      "model": "mimo-v2.5",
      "status": "failed",

⚠ [... middle content omitted — showing head and tail ...]

      "runtimeMs": 69134,
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      "agentId": "collector",
      "kind": "other",
      "channel": "unknown",
      "lastMessagePreview": "{\"hot_trends\":[{\"topic\":\"四大名著AI混剪\",\"heat\":\"2.3亿\",\"trend\":\"上升\",\"source\":\"抖音热榜\"},{\"topic\":\"名著新编\",\"heat\":\"8900万\",\"trend\":\"上升\",\"source\":\"B站热门\"},{\"topic\":\"古典文学二创\",\"heat\":\"1.5亿\",\"trend\":\"稳定\",\"source\":\"微博话题\"}],\"audience_analysis\":{\"target\":\"15-35岁年轻群体\",\"age_range\":\"15-35岁\",\"interests\":[\"国潮文化\",\"经典改编\",\"创意混剪\",\"知识科普\"],\"platforms\":[\"抖音\",\"B站\",\"小红书\"]},\"visual_style\":{\"color_tone\":\"高饱和度对比色\",\"mood\":\"热血燃向\",\"reference\":\"《王者荣耀》角色宣传片\"},\"content_suggestions\":[\"孙悟空大战诸葛亮\",\"林黛玉使用火球术\",\"武松打虎结合科幻元素\",\"经典台词现代梗改编\"]}",
      "updatedAt": 1779282143615,
      "sessionId": "d46ede9d-f810-459a-8929-ee72d498e2b3",
      "model": "astron-code-latest",
      "contextTokens": 32768,
      "totalTokens": 19711,
      "estimatedCostUsd": 0,
      "status": "done",
      "startedAt": 1779282124229,
      "endedAt": 1779282136650,
      "runtimeMs": 12421,
      "abortedLastRun": false,
      "transcriptPath": "/root/.openclaw/agents/collector/sessions/d46ede9d-f810-459a-8929-ee72d498e2b3.jsonl"
    },
    {
      "key": "agent:writer:openai:cfb3558d-9a8e-4322-8dbd-c83652a7613b",
      "agentId": "writer",
      "kind": "other",
      "channel": "unknown",
      "updatedAt": 1779245311695,
      "sessionId": "4dd1b654-495e-4358-9fb5-e4e61c407059",
      "model": "mimo-v2.5",
      "contextTokens": 262144,
      "totalTokens": 25428,
      "status": "done",
      "startedAt": 1779245109547,
      "endedAt": 1779245309472,
      "runtimeMs": 199925,
      "abortedLastRun": false,
      "transcriptPath": "/root/.openclaw/agents/writer/sessions/4dd1b654-495e-4358-9fb5-e4e61c407059.jsonl"
    },
    {
      "key": "agent:writer:openai:d5f62e5b-8e64-4a74-a010-d61fbc82359d",
      "agentId": "writer",
      "kind": "other",
      "channel": "unknown",
      "updatedAt": 1779244957673,
      "sessionId": "f22c4ed0-53bd-4df4-ab07-e00e9ef4cc27",
      "model": "mimo-v2.5",
      "contextTokens": 262144,
      "totalTokens": 23424,
      "status": "done",
      "startedAt": 1779244805691,
      "endedAt": 1779244955291,
      "runtimeMs": 149600,
      "abortedLastRun": false,
      "transcriptPath": "/root/.openclaw/agents/writer/sessions/f22c4ed0-53bd-4df4-ab07-e00e9ef4cc27.jsonl"
    },
    {
      "key": "agent:collector:openai:7ed8be29-de67-4cf4-859d-a9cbedbc32a8",
      "agentId": "collector",
      "kind": "other",
      "channel": "unknown",
      "lastMessagePreview": "{\"hot_trends\":[{\"topic\":\"新疆坎儿井世界灌溉工程遗产\",\"heat\":\"1250万\",\"trend\":\"上升\",\"source\":\"抖音/微博话题数据\"},{\"topic\":\"中国水利历史文化遗产\",\"heat\":\"890万\",\"trend\":\"上升\",\"source\":\"小红书搜索趋势\"},{\"topic\":\"丝绸之路文化遗产\",\"heat\":\"2300万\",\"trend\":\"稳定\",\"source\":\"全网数据\"}],\"audience_analysis\":{\"target\":\"对中国历史文化感兴趣的年轻群体\",\"age_range\":\"20-35岁\",\"interests\":[\"历史文化\",\"旅游探索\",\"科普知识\",\"新疆旅行\"],\"platforms\":[\"抖音\",\"小红书\",\"微信视频号\"]},\"visual_style\":{\"color_tone\":\"暖色调+历史感\",\"mood\":\"神秘+震撼+教育性\",\"reference\":\"《国家宝藏》《如果国宝会说话》风格\"},\"content_suggestions\":[\"坎儿井3000年历史揭秘，古人的智慧\",\"新疆地下长城的建造奇迹，1小时看完\",\"坎儿井如何养活西域，水利工程中的黑科技\"]}",
      "updatedAt": 1779244767233,
      "sessionId": "b5b89f4e-18e6-45bf-bae6-9bb7894ffaeb",
      "model": "astron-code-latest",
      "contextTokens": 32768,
      "totalTokens": 19718,
      "estimatedCostUsd": 0,
      "status": "done",
      "startedAt": 1779244745723,
      "endedAt": 1779244754858,
      "runtimeMs": 9135,
      "abortedLastRun": false,
      "transcriptPath": "/root/.openclaw/agents/collector/sessions/b5b89f4e-18e6-45bf-bae6-9bb7894ffaeb.jsonl"
    }
  ]
}[... 1203 more characters truncated]


The user is asking about a test that was given to me last night. Let me look at the CTO session history more carefully to find what test was given. The current session is compacted, so the earlier context about the test might be in the history. Let me check the CTO session history.

Looking at the session list, I see the main session is `agent:cto:main` with sessionId `9518dd1c-2c53-4bf5-aed3-d7de4fc12a53`. But this is the current session. The compaction summary mentions the user asking about "昨天晚上让给你进行的测试" - a test from last night.

Let me check the session history and also look at what the CTO behavior norms say about reporting.

Also from the sessions list, I can see:
- The main agent session had work about "AI生成参数调优体系与三阶段一致性控制整合实施报告" - this seems like a task the main agent was working on
- There were writer sessions that were running
- The user asked to check history dialog

Let me look at the CTO session history to find the test task from last night.


{
  "sessionKey": "agent:cto:main",
  "messages": [
    {
      "role": "assistant",
      "content": [
        {
          "type": "text",
          "text": "最后验证："
        }
      ],
      "api": "openai-completions",
      "provider": "arkcode",
      "model": "ark-code-latest",
      "stopReason": "toolUse",
      "timestamp": 1779339122626,
      "responseId": "02177933912271731d2de4c405ce93db61bc8d4702ef60d84ffb8",
      "__openclaw": {
        "id": "9b2daa15",
        "seq": 317
      }
    },
    {
      "role": "assistant",
      "content": [
        {
          "type": "toolCall",
          "id": "call_j7sphlj0zdm9ueipctzh01uv",
          "name": "exec",
          "arguments": {
            "command": "# 还有一个全盘删除引用，检查是否是警告文本中的引用\ngrep \"find / -name.*core\" /root/.openclaw/cron/jobs.json 2>/dev/null"
          },
          "partialArgs": "{\"command\": \"# 还有一个全盘删除引用，检查是否是警告文本中的引用\\ngrep \\\"find / -name.*core\\\" /root/.openclaw/cron/jobs.json 2>/dev/null\"}"
        }
      ],
      "api": "openai-completions",
      "provider": "arkcode",
      "model": "ark-code-latest",
      "stopReason": "toolUse",
      "timestamp": 1779339151865,
      "responseId": "021779339152302c256f59b15888350023d38d3a642b0bf8eea18",
      "__openclaw": {
        "id": "f48045b2",
        "seq": 319
      }
    },
    {
      "role": "assistant",
      "content": [
        {
          "type": "text",
          "text": "是警告文本中的引用，不是命令。全部验证通过。\n\n---\n\n## 两个核心问题的根因\n\n### 问题1：zod为什么一而再再而三被损坏？\n\n**根因：凌晨维护cron任务 `unified-nightly-maintenance` 第3条命令 `find / -name \"core.*\" -type f -delete` 直接删除了zod/v4/core/core.js和ajv/dist/core.js**\n\n这不是drop_caches导致文件损坏，而是**被自己的维护脚本删掉了**。证据：\n- 5月14/17/21日，每次凌晨3点维护后zod都损坏\n- pnpm目录中20个空文件共享同一inode(797380)，SHA512匹配空内容hash\n- main agent session记录确认每次都执行了这个find命令\n- cron job prompt中明确写着这条命令\n\n**已修复**：coredump清理改为 `rm -f /var/lib/apport/coredump/core.*`，只清理真正的coredump文件\n\n### 问题2：网关子进程为什么被SIGTERM杀掉？\n\n**根因：`KillMode=control-group` — systemctl stop向整个cgroup发送SIGTERM**\n\nzod_healthcheck.sh通过cron运行，是网关子进程(cgroup成员)。当脚本执行`systemctl stop openclaw-gateway`时：\n1. systemd向cgroup中所有进程(包括脚本自身)发SIGTERM\n2. 脚本被杀，`systemctl start`永远不执行\n3. `systemctl stop`后`Restart=always`不触发(这是systemd设计)\n4. 网关停机直到有人手动启动\n\n**已修复**：zod_healthcheck.sh和self_heal.sh改用`systemd-run`创建独立cgroup执行stop+修复+start，不受网关cgroup的SIGTERM影响"
        }
      ],
      "api": "openai-completions",
      "provider": "arkcode",
      "model": "ark-code-latest",
      "stopReason": "stop",
      "timestamp": 1779339165445,
      "responseId": "021779339166397c2c2346a8f7f450117997084af59f03e3277cb",
      "__openclaw": {
        "id": "e5187833",
        "seq": 321
      }
    },
    {
      "role": "assistant",
      "content": [
        {
          "type": "thinking",
          "thinking": "This is a heartbeat poll. I just completed a major investigation in the previous turns, so I need to check if anything needs attention now vs. just replying HEARTBEAT_OK.\n\nKey things to check:\n1. HEARTBEAT.md mentions several items, but many are outdated (references to May 16/18 events)\n2. I just completed fixing two critical root causes - that's fresh context\n3. Need to do a quick health check per the heartbeat guidelines\n\nLet me do a quick status check and see if anything needs immediate attention."
        },
        {
          "type": "toolCall",
          "id": "call_3vtne2xox9mpcjcpv5yq92qr",
          "name": "exec",
          "arguments": {
            "command": "# 快速健康检查\nsystemctl --user is-active openclaw-gateway 2>/dev/null\nsystemctl --user is-active manhua-studio-8000 2>/dev/null\ncurl -s -o /dev/null -w \"%{http_code}\" -L http://127.0.0.1:8000/ 2>/dev/null\necho \"\"\ntest -s /root/.local/share/pnpm/global/5/.pnpm/zod@4.4.3/node_modules/zod/v4/core/core.js && echo \"zod:OK\" || echo \"zod:CORRUPTED\"\ntest -s /root/.local/share/pnpm/global/5/.pnpm/ajv@8.20.0/node_modules/ajv/dist/core.js && echo \"ajv:OK\" || echo \"ajv:CORRUPTED\"\nfind /root/.local/share/pnpm/global/5/.pnpm -name \"*.js\" -empty 2>/dev/null | wc -l\ndf -h / | awk 'NR==2{print $5}'\npython3 -c \"import json; c=json.load(open('/root/.openclaw/openclaw.json')); gw=c.get('gateway',{}); print(f'bind={gw.get(\\\"bind\\\")}, insecure={gw.get(\\\"controlUi\\\",{}).get(\\\"allowInsecureAuth\\\")}, noAuth={gw.get(\\\"controlUi\\\",{}).get(\\\"dangerouslyDisableDeviceAuth\\\")}')\""
          },
          "partialArgs": "{\"command\": \"# 快速健康检查\\nsystemctl --user is-active openclaw-gateway 2>/dev/null\\nsystemctl --user is-active manhua-studio-8000 2>/dev/null\\ncurl -s -o /dev/null -w \\\"%{http_code}\\\" -L http://127.0.0.1:8000/ 2>/dev/null\\necho \\\"\\\"\\ntest -s /root/.local/share/pnpm/global/5/.pnpm/zod@4.4.3/node_modules/zod/v4/core/core.js && echo \\\"zod:OK\\\" || echo \\\"zod:CORRUPTED\\\"\\ntest -s /root/.local/share/pnpm/global/5/.pnpm/ajv@8.20.0/node_modules/ajv/dist/core.js && echo \\\"ajv:OK\\\" || echo \\\"ajv:CORRUPTED\\\"\\nfind /root/.local/share/pnpm/global/5/.pnpm -name \\\"*.js\\\" -empty 2>/dev/null | wc -l\\ndf -h / | awk 'NR==2{print $5}'\\npython3 -c \\\"import json; c=json.load(open('/root/.openclaw/openclaw.json')); gw=c.get('gateway',{}); print(f'bind={gw.get(\\\\\\\"bind\\\\\\\")}, insecure={gw.get(\\\\\\\"controlUi\\\\\\\",{}).get(\\\\\\\"allowInsecureAuth\\\\\\\")}, noAuth={gw.get(\\\\\\\"controlUi\\\\\\\",{}).get(\\\\\\\"dangerouslyDisableDeviceAuth\\\\\\\")}')\\\"\"}"
        }
      ],
      "api": "openai-completions",
      "provider": "arkcode",
      "model": "ark-code-latest",
      "stopReason": "toolUse",
      "timestamp": 1779339230307,
      "responseId": "0217793392303532fa50af54af66c5cfb922304bfd59ea2a0f515",
      "__openclaw": {
        "id": "b2e082bb",
        "seq": 323
      }
    },
    {
      "role": "assistant",
      "content": [
        {
          "type": "thinking",
          "thinking": "The heartbeat is asking me to check on things. Let me do a quick health check based on what matters right now, especially given the major findings from today's investigation.\n\nKey things to check:\n1. Gateway and 8000 port status\n2. zod/ajv module integrity (we just fixed the root cause)\n3. Disk usage\n4. The cron job fix we just made - did it take effect?\n\nLet me do a quick check."
        },
        {
          "type": "toolCall",
          "id": "call_dp9icvu6trrw2rlo5hvubr01",
          "name": "exec",
          "arguments": {
            "command": "# 快速健康检查\nsystemctl --user is-active openclaw-gateway 2>/dev/null\nsystemctl --user is-active manhua-studio-8000 2>/dev/null\ncurl -s -o /dev/null -w \"%{http_code}\" -L http://127.0.0.1:8000/\necho\ntest -s /root/.local/share/pnpm/global/5/.pnpm/zod@4.4.3/node_modules/zod/v4/core/core.js && echo \"zod:OK\" || echo \"zod:CORRUPTED\"\ntest -s /root/.local/share/pnpm/global/5/.pnpm/ajv@8.20.0/node_modules/ajv/dist/core.js && echo \"ajv:OK\" || echo \"ajv:CORRUPTED\"\nfind /root/.local/share/pnpm/global/5/.pnpm -name \"*.js\" -empty 2>/dev/null | wc -l\ndf -h / | awk 'NR==2{print $5}'\n# 确认cron job修复已生效\ngrep \"find / -name.*core.*-delete\" /root/.openclaw/cron/jobs.json 2>/dev/null | grep -v \"绝对禁止\" | grep -v \"⚠\" | wc -l"
          },
          "partialArgs": "{\"command\": \"# 快速健康检查\\nsystemctl --user is-active openclaw-gateway 2>/dev/null\\nsystemctl --user is-active manhua-studio-8000 2>/dev/null\\ncurl -s -o /dev/null -w \\\"%{http_code}\\\" -L http://127.0.0.1:8000/\\necho\\ntest -s /root/.local/share/pnpm/global/5/.pnpm/zod@4.4.3/node_modules/zod/v4/core/core.js && echo \\\"zod:OK\\\" || echo \\\"zod:CORRUPTED\\\"\\ntest -s /root/.local/share/pnpm/global/5/.pnpm/ajv@8.20.0/node_modules/ajv/dist/core.js && echo \\\"ajv:OK\\\" || echo \\\"ajv:CORRUPTED\\\"\\nfind /root/.local/share/pnpm/global/5/.pnpm -name \\\"*.js\\\" -empty 2>/dev/null | wc -l\\ndf -h / | awk 'NR==2{print $5}'\\n# 确认cron job修复已生效\\ngrep \\\"find / -name.*core.*-delete\\\" /root/.openclaw/cron/jobs.json 2>/dev/null | grep -v \\\"绝对禁止\\\" | grep -v \\\"⚠\\\" | wc -l\"}"
        }
      ],
      "api": "openai-completions",
      "provider": "arkcode",
      "model": "ark-code-latest",
      "stopReason": "toolUse",
      "timestamp": 1779340388028,
      "responseId": "021779340388077aea5fee87b010bcac9003aebbfebfd81211c8a",
      "__openclaw": {
        "id": "00d3713f",
        "seq": 327
      }
    },
    {
      "role": "assistant",
      "content": [
        {
          "type": "thinking",
          "thinking": "The heartbeat is asking me to check HEARTBEAT.md and follow it. Let me check the current state of things based on what I know from the current session and do the checks.\n\nKey things to check based on HEARTBEAT.md:\n1. Gateway status\n2. 8000 port service\n3. Disk usage\n4. zod/ajv module integrity (just fixed this session)\n5. Any new issues\n\nBut also - I just made significant changes this session:\n1. Found and fixed the root cause of zod corruption (cron job `find / -name \"core.*\" -delete`)\n2. Fixed zod_healthcheck.sh and self_heal.sh to use systemd-run\n3. Cleaned up 20 empty pnpm files\n4. Disabled lighthouse-chromium\n5. Updated MEMORY.md with correct root cause\n\nThe HEARTBEAT.md is outdated (last updated 2026-05-18) and contains incorrect information about the root cause. I should update it.\n\nLet me do the quick health checks first, then update HEARTBEAT.md."
        },
        {
          "type": "toolCall",
          "id": "call_cuy0dyn66vrv3e9k08nqj0ex",
          "name": "exec",
          "arguments": {
            "command": "# 快速健康检查\necho \"=== 服务状态 ===\"\nsystemctl --user is-active openclaw-gateway 2>/dev/null\nsystemctl --user is-active manhua-studio-8000 2>/dev/null\ncurl -s -o /dev/null -w \"%{http_code}\" -L http://127.0.0.1:8000/\n\necho -e \"\\n=== 模块完整性 ===\"\ntest -s /root/.local/share/pnpm/global/5/.pnpm/zod@4.4.3/node_modules/zod/v4/core/core.js && echo \"zod:OK\" || echo \"zod:CORRUPTED\"\ntest -s /root/.local/share/pnpm/global/5/.pnpm/ajv@8.20.0/node_modules/ajv/dist/core.js && echo \"ajv:OK\" || echo \"ajv:CORRUPTED\"\nfind /root/.local/share/pnpm/global/5/.pnpm -name \"*.js\" -empty 2>/dev/null | wc -l\necho \"空.js文件数\"\n\necho -e \"\\n=== 磁盘 ===\"\ndf -h / | awk 'NR==2{print $5}'\n\necho -e \"\\n=== lighthouse-chromium ===\"\nsystemctl --user is-active lighthouse-chromium 2>/dev/null || echo \"disabled\""
          },
          "partialArgs": "{\"command\": \"# 快速健康检查\\necho \\\"=== 服务状态 ===\\\"\\nsystemctl --user is-active openclaw-gateway 2>/dev/null\\nsystemctl --user is-active manhua-studio-8000 2>/dev/null\\ncurl -s -o /dev/null -w \\\"%{http_code}\\\" -L http://127.0.0.1:8000/\\n\\necho -e \\\"\\\\n=== 模块完整性 ===\\\"\\ntest -s /root/.local/share/pnpm/global/5/.pnpm/zod@4.4.3/node_modules/zod/v4/core/core.js && echo \\\"zod:OK\\\" || echo \\\"zod:CORRUPTED\\\"\\ntest -s /root/.local/share/pnpm/global/5/.pnpm/ajv@8.20.0/node_modules/ajv/dist/core.js && echo \\\"ajv:OK\\\" || echo \\\"ajv:CORRUPTED\\\"\\nfind /root/.local/share/pnpm/global/5/.pnpm -name \\\"*.js\\\" -empty 2>/dev/null | wc -l\\necho \\\"空.js文件数\\\"\\n\\necho -e \\\"\\\\n=== 磁盘 ===\\\"\\ndf -h / | awk 'NR==2{print $5}'\\n\\necho -e \\\"\\\\n=== lighthouse-chromium ===\\\"\\nsystemctl --user is-active lighthouse-chromium 2>/dev/null || echo \\\"disabled\\\"\"}"
        }
      ],
      "api": "openai-completions",
      "provider": "arkcode",
      "model": "ark-code-latest",
      "stopReason": "toolUse",
      "timestamp": 1779342188109,
      "responseId": "02177934218815977b7e892e9721221f8ca1a94f85371e587b4d2",
      "__openclaw": {
        "id": "b82a7e9d",
        "seq": 331
      }
    },
    {
      "role": "assistant",
      "content": [
        {
          "type": "toolCall",
          "id": "call_0crfayvafef3ks7z2xwlyq5v",
          "name": "exec",
          "arguments": {

⚠ [... middle content omitted — showing head and tail ...]

            "corpus": "all"
          },
          "partialArgs": "{\"query\": \"昨天晚上测试任务\", \"corpus\": \"all\"}"
        }
      ],
      "api": "openai-completions",
      "provider": "arkcode",
      "model": "ark-code-latest",
      "stopReason": "toolUse",
      "timestamp": 1779344577464,
      "responseId": "02177934457756077b7e892e9721221f8ca1a94f85371e51c70ef",
      "__openclaw": {
        "id": "4230d7ba",
        "seq": 339
      }
    },
    {
      "role": "assistant",
      "content": [
        {
          "type": "thinking",
          "thinking": "The memory search didn't find anything about \"昨天晚上的测试\". Let me search more specifically and also check the session history for recent conversations about testing."
        },
        {
          "type": "toolCall",
          "id": "call_ozr7bl594oatttroufyk1t23",
          "name": "memory_search",
          "arguments": {
            "corpus": "sessions",
            "query": "测试任务 晚上进行的测试"
          },
          "partialArgs": "{\"corpus\": \"sessions\", \"query\": \"测试任务 晚上进行的测试\"}"
        }
      ],
      "api": "openai-completions",
      "provider": "arkcode",
      "model": "ark-code-latest",
      "stopReason": "toolUse",
      "timestamp": 1779344610958,
      "responseId": "0217793446111801eba3025cbd7470c83681cd6326718b971d165",
      "__openclaw": {
        "id": "4d53e3a2",
        "seq": 341
      }
    },
    {
      "role": "assistant",
      "content": [
        {
          "type": "toolCall",
          "id": "call_y0bcxcpn6afflf37sggd0glv",
          "name": "sessions_list",
          "arguments": {
            "limit": 20,
            "includeLastMessage": true
          },
          "partialArgs": "{\"limit\": 20, \"includeLastMessage\": true}"
        }
      ],
      "api": "openai-completions",
      "provider": "arkcode",
      "model": "ark-code-latest",
      "stopReason": "toolUse",
      "timestamp": 1779344632954,
      "responseId": "0217793446339062d63eac1fb1ea62df44fceb4e78e820a45b672",
      "__openclaw": {
        "id": "366c0c9b",
        "seq": 343
      }
    },
    {
      "role": "assistant",
      "content": [
        {
          "type": "thinking",
          "thinking": "The user is asking about a test that was given to me last night. Let me look at the CTO session history more carefully to find what test was given. The current session is compacted, so the earlier context about the test might be in the history. Let me check the CTO session history.\n\nLooking at the session list, I see the main session is `agent:cto:main` with sessionId `9518dd1c-2c53-4bf5-aed3-d7de4fc12a53`. But this is the current session. The compaction summary mentions the user asking about \"昨天晚上让给你进行的测试\" - a test from last night.\n\nLet me check the session history and also look at what the CTO behavior norms say about reporting.\n\nAlso from the sessions list, I can see:\n- The main agent session had work about \"AI生成参数调优体系与三阶段一致性控制整合实施报告\" - this seems like a task the main agent was working on\n- There were writer sessions that were running\n- The user asked to check history dialog\n\nLet me look at the CTO session history to find the test task from last night."
        },
        {
          "type": "toolCall",
          "id": "call_vvy5exa988cu222978vdwnd3",
          "name": "sessions_history",
          "arguments": {
            "sessionKey": "agent:cto:main",
            "limit": 30
          },
          "partialArgs": "{\"sessionKey\": \"agent:cto:main\", \"limit\": 30}"
        }
      ],
      "api": "openai-completions",
      "provider": "arkcode",
      "model": "ark-code-latest",
      "stopReason": "toolUse",
      "timestamp": 1779344647441,
      "responseId": "0217793446474862867244b9ca15d3ce81ac5a3ed257d59dd3cc3",
      "__openclaw": {
        "id": "50257de9",
        "seq": 345
      }
    }
  ],
  "truncated": true,
  "droppedMessages": false,
  "contentTruncated": true,
  "contentRedacted": false,
  "bytes": 16253
}[... 2109 more characters truncated]

sessionKey messages truncated droppedMessages contentTruncated contentRedacted bytes


Context overflow: estimated context size exceeds safe threshold during tool loop.