diff --git a/agents/dev-assist/sessions/sessions.json b/agents/dev-assist/sessions/sessions.json
index ae6e5da..f901f8e 100644
--- a/agents/dev-assist/sessions/sessions.json
+++ b/agents/dev-assist/sessions/sessions.json
@@ -348,7 +348,7 @@
   },
   "agent:dev-assist:main": {
     "sessionId": "da8f811d-332e-4695-ab12-c12dc48abad3",
-    "updatedAt": 1772377125792,
+    "updatedAt": 1772380247585,
     "systemSent": true,
     "abortedLastRun": false,
     "chatType": "direct",
@@ -394,7 +394,7 @@
     "model": "glm-5",
     "systemPromptReport": {
       "source": "run",
-      "generatedAt": 1772377003823,
+      "generatedAt": 1772380184448,
       "sessionId": "da8f811d-332e-4695-ab12-c12dc48abad3",
       "sessionKey": "agent:dev-assist:main",
       "provider": "zhipu",
@@ -648,9 +648,11 @@
         ]
       }
     },
-    "inputTokens": 28580,
-    "outputTokens": 1247,
-    "totalTokens": 66660,
-    "contextTokens": 200000
+    "inputTokens": 61663,
+    "outputTokens": 1437,
+    "totalTokens": 188127,
+    "contextTokens": 200000,
+    "memoryFlushAt": 1772377559686,
+    "memoryFlushCompactionCount": 0
   }
 }
\ No newline at end of file
diff --git a/agents/dev-assist/workspace/memory/2026-03-01.md b/agents/dev-assist/workspace/memory/2026-03-01.md
new file mode 100644
index 0000000..8d0e063
--- /dev/null
+++ b/agents/dev-assist/workspace/memory/2026-03-01.md
@@ -0,0 +1,41 @@
+# 2026-03-01 记忆
+
+## 对话记录
+
+### OpenClaw + tmux + Claude 代码开发工作流查询
+
+张青询问如何使用 OpenClaw + temux + Claude 进行代码开发。
+
+**澄清过程：**
+- 最初误以为是 "Termux"（Android 终端模拟器）
+- 张青纠正为 "temux"
+- 经搜索确认实际为 "tmux"（终端复用器）
+
+**核心发现：**
+
+1. **架构模式**：
+   - 用户通过飞书/Telegram/WhatsApp 发消息给 OpenClaw
+   - OpenClaw 通过 SSH 连接到服务器
+   - 服务器上用 tmux 运行 Claude Code
+   - tmux 保持会话持久化，即使断开连接也不丢失上下文
+
+2. **tmux + Claude Code 优势**：
+   - 会话持久化：SSH 断开后 Claude 上下文不丢失
+   - 后台运行：长时间任务不阻塞
+   - 多窗格：一边跑 Claude，一边看日志、跑测试
+   - 远程访问：手机、办公室、家里随时接入
+
+3. **相关资源**：
+   - OpenClaw 有 `tmux-agents` 技能，可管理后台 coding agents
+   - 安装：`clawhub install tmux-agents`
+   - 功能：在 tmux 会话中启动 Claude Code/Codex/Gemini CLI，检查进度，获取结果
+
+4. **推荐配置**：
+   - tmux 前缀键改为 Ctrl+a
+   - 启用 24-bit 真彩色
+   - 历史记录设为 50000（Claude 输出较长）
+   - 使用 Catppuccin Mocha 主题
+
+## 待办事项
+
+- 无
diff --git a/agents/haonan/sessions/sessions.json b/agents/haonan/sessions/sessions.json
index 42f55c9..401b761 100644
--- a/agents/haonan/sessions/sessions.json
+++ b/agents/haonan/sessions/sessions.json
@@ -1,7 +1,7 @@
 {
   "agent:haonan:main": {
     "sessionId": "f4d21d6d-e52c-4bc1-90ae-ef746f4e5356",
-    "updatedAt": 1772376877692,
+    "updatedAt": 1772380706950,
     "systemSent": true,
     "skillsSnapshot": {
       "prompt": "",
@@ -33,7 +33,7 @@
     "sessionFile": "/home/starmen1265/.openclaw/agents/haonan/sessions/f4d21d6d-e52c-4bc1-90ae-ef746f4e5356.jsonl",
     "systemPromptReport": {
       "source": "run",
-      "generatedAt": 1772376611787,
+      "generatedAt": 1772380669050,
       "sessionId": "f4d21d6d-e52c-4bc1-90ae-ef746f4e5356",
       "sessionKey": "agent:haonan:main",
       "provider": "mm",
@@ -285,8 +285,8 @@
     "lastHeartbeatText": "PHP runner 镜像构建失败，错误是 apt-get 安装依赖时出错。需要修复 Dockerfile 吗？",
     "lastHeartbeatSentAt": 1772305220546,
     "compactionCount": 0,
-    "inputTokens": 409658,
-    "outputTokens": 678,
+    "inputTokens": 271085,
+    "outputTokens": 552,
     "totalTokens": 200000,
     "contextTokens": 200000,
     "memoryFlushAt": 1772325715794,
diff --git a/devices/paired.json b/devices/paired.json
index 2f32631..27d1ae8 100644
--- a/devices/paired.json
+++ b/devices/paired.json
@@ -24,7 +24,7 @@
           "operator.pairing"
         ],
         "createdAtMs": 1770807648254,
-        "lastUsedAtMs": 1772377200300
+        "lastUsedAtMs": 1772380801099
       }
     },
     "createdAtMs": 1770807648254,
diff --git a/identity/device-auth.json b/identity/device-auth.json
index 75324fc..977054f 100644
--- a/identity/device-auth.json
+++ b/identity/device-auth.json
@@ -10,7 +10,7 @@
         "operator.approvals",
         "operator.pairing"
       ],
-      "updatedAtMs": 1772377200305
+      "updatedAtMs": 1772380801100
     }
   }
 }