diff --git a/agents/dev-assist/sessions/sessions.json b/agents/dev-assist/sessions/sessions.json
index a0dd56d..0d96427 100644
--- a/agents/dev-assist/sessions/sessions.json
+++ b/agents/dev-assist/sessions/sessions.json
@@ -347,8 +347,8 @@
     "memoryFlushCompactionCount": 0
   },
   "agent:dev-assist:main": {
-    "sessionId": "60601381-862d-454d-9c27-2867f00a71d1",
-    "updatedAt": 1773508835390,
+    "sessionId": "55667627-ffdd-4965-8bff-9d26f3d59a5d",
+    "updatedAt": 1774319019282,
     "systemSent": true,
     "abortedLastRun": false,
     "chatType": "direct",
@@ -369,7 +369,7 @@
       "to": "user:ou_302b162eb824d405718845441a32d9cf",
       "accountId": "feishu-dev"
     },
-    "sessionFile": "/home/starmen1265/.openclaw/agents/dev-assist/sessions/60601381-862d-454d-9c27-2867f00a71d1.jsonl",
+    "sessionFile": "/home/starmen1265/.openclaw/agents/dev-assist/sessions/55667627-ffdd-4965-8bff-9d26f3d59a5d.jsonl",
     "compactionCount": 0,
     "skillsSnapshot": {
       "prompt": "\n\nThe following skills provide specialized instructions for specific tasks.\nUse the read tool to load a skill's file when the task matches its description.\nWhen a skill file references a relative path, resolve it against the skill directory (parent of SKILL.md / dirname of the path) and use that absolute path in tool commands.\n\n<available_skills>\n  <skill>\n    <name>capability-evolver</name>\n    <description>A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.</description>\n    <location>~/.openclaw/skills/capability-evolver/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>clawlist</name>\n    <description>MUST use for any multi-step project, long-running task, or infinite monitoring workflow. Plan, execute, track, and verify tasks with checkpoint validation. For projects, automation, and ongoing operations.</description>\n    <location>~/.openclaw/skills/clawlist/SKILL.md</location>\n  </skill>\n</available_skills>",
@@ -410,8 +410,8 @@
     "model": "glm-5",
     "systemPromptReport": {
       "source": "run",
-      "generatedAt": 1773508824996,
-      "sessionId": "60601381-862d-454d-9c27-2867f00a71d1",
+      "generatedAt": 1774318969487,
+      "sessionId": "55667627-ffdd-4965-8bff-9d26f3d59a5d",
       "sessionKey": "agent:dev-assist:main",
       "provider": "zhipu",
       "model": "glm-5",
@@ -423,8 +423,8 @@
         "sandboxed": false
       },
       "systemPrompt": {
-        "chars": 26851,
-        "projectContextChars": 13961,
+        "chars": 27546,
+        "projectContextChars": 14656,
         "nonProjectContextChars": 12890
       },
       "injectedWorkspaceFiles": [
@@ -432,8 +432,8 @@
           "name": "AGENTS.md",
           "path": "/home/starmen1265/.openclaw/agents/dev-assist/workspace/AGENTS.md",
           "missing": false,
-          "rawChars": 9547,
-          "injectedChars": 9547,
+          "rawChars": 9593,
+          "injectedChars": 9593,
           "truncated": false
         },
         {
@@ -492,6 +492,12 @@
           "injectedChars": 18,
           "truncated": false
         },
+        {
+          "path": "SELF_IMPROVEMENT_REMINDER.md",
+          "rawChars": 616,
+          "injectedChars": 616,
+          "truncated": false
+        },
         {
           "path": "SELF_IMPROVEMENT_REMINDER.md",
           "rawChars": 616,
@@ -723,12 +729,12 @@
         ]
       }
     },
-    "cacheRead": 11392,
+    "cacheRead": 17600,
     "cacheWrite": 0,
     "totalTokensFresh": true,
     "contextTokens": 200000,
-    "inputTokens": 5334,
-    "outputTokens": 344,
-    "totalTokens": 16726
+    "inputTokens": 44,
+    "outputTokens": 801,
+    "totalTokens": 17644
   }
 }
\ No newline at end of file
diff --git a/agents/haonan/sessions/sessions.json b/agents/haonan/sessions/sessions.json
index 0e7c0e7..bd6da3e 100644
--- a/agents/haonan/sessions/sessions.json
+++ b/agents/haonan/sessions/sessions.json
@@ -1,7 +1,7 @@
 {
   "agent:haonan:main": {
-    "sessionId": "e4845dbe-7d4d-41b6-adb5-b8a739e6520d",
-    "updatedAt": 1773620936802,
+    "sessionId": "e511331d-30a9-44f0-a980-b5079fe4236c",
+    "updatedAt": 1774314845144,
     "systemSent": true,
     "skillsSnapshot": {
       "prompt": "\n\nThe following skills provide specialized instructions for specific tasks.\nUse the read tool to load a skill's file when the task matches its description.\nWhen a skill file references a relative path, resolve it against the skill directory (parent of SKILL.md / dirname of the path) and use that absolute path in tool commands.\n\n<available_skills>\n  <skill>\n    <name>capability-evolver</name>\n    <description>A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.</description>\n    <location>~/.openclaw/skills/capability-evolver/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>clawlist</name>\n    <description>MUST use for any multi-step project, long-running task, or infinite monitoring workflow. Plan, execute, track, and verify tasks with checkpoint validation. For projects, automation, and ongoing operations.</description>\n    <location>~/.openclaw/skills/clawlist/SKILL.md</location>\n  </skill>\n</available_skills>",
@@ -51,19 +51,19 @@
     "abortedLastRun": false,
     "chatType": "direct",
     "origin": {
-      "label": "feishu:ou_73cc4f75e3c953d7bf11f34f8c8c7618",
+      "label": "张青",
       "provider": "feishu",
       "surface": "feishu",
       "chatType": "direct",
-      "from": "feishu:ou_73cc4f75e3c953d7bf11f34f8c8c7618",
-      "to": "ou_73cc4f75e3c953d7bf11f34f8c8c7618",
+      "from": "feishu:ou_be83febac9ee2afaa343c642bc697c48",
+      "to": "user:ou_be83febac9ee2afaa343c642bc697c48",
       "accountId": "feishu-pm"
     },
-    "sessionFile": "/home/starmen1265/.openclaw/agents/haonan/sessions/e4845dbe-7d4d-41b6-adb5-b8a739e6520d.jsonl",
+    "sessionFile": "/home/starmen1265/.openclaw/agents/haonan/sessions/e511331d-30a9-44f0-a980-b5079fe4236c.jsonl",
     "systemPromptReport": {
       "source": "run",
-      "generatedAt": 1773620921082,
-      "sessionId": "e4845dbe-7d4d-41b6-adb5-b8a739e6520d",
+      "generatedAt": 1774314822119,
+      "sessionId": "e511331d-30a9-44f0-a980-b5079fe4236c",
       "sessionKey": "agent:haonan:main",
       "provider": "zhipu",
       "model": "glm-5",
@@ -75,8 +75,8 @@
         "sandboxed": false
       },
       "systemPrompt": {
-        "chars": 28195,
-        "projectContextChars": 15193,
+        "chars": 28890,
+        "projectContextChars": 15888,
         "nonProjectContextChars": 13002
       },
       "injectedWorkspaceFiles": [
@@ -84,8 +84,8 @@
           "name": "AGENTS.md",
           "path": "/home/starmen1265/.openclaw/agents/haonan/workspace/AGENTS.md",
           "missing": false,
-          "rawChars": 11249,
-          "injectedChars": 11249,
+          "rawChars": 11295,
+          "injectedChars": 11295,
           "truncated": false
         },
         {
@@ -144,6 +144,12 @@
           "injectedChars": 1168,
           "truncated": false
         },
+        {
+          "path": "SELF_IMPROVEMENT_REMINDER.md",
+          "rawChars": 616,
+          "injectedChars": 616,
+          "truncated": false
+        },
         {
           "path": "SELF_IMPROVEMENT_REMINDER.md",
           "rawChars": 616,
@@ -379,12 +385,12 @@
     "totalTokensFresh": true,
     "lastHeartbeatText": "已在飞书向蒋先生发送日历同步提醒！✅",
     "lastHeartbeatSentAt": 1772924419184,
-    "cacheRead": 5376,
+    "cacheRead": 16832,
     "cacheWrite": 0,
     "contextTokens": 200000,
-    "inputTokens": 12014,
-    "outputTokens": 510,
-    "totalTokens": 17390
+    "inputTokens": 1604,
+    "outputTokens": 756,
+    "totalTokens": 18436
   },
   "agent:haonan:wecom:dm:zhangqing": {
     "origin": {
@@ -715,8 +721,8 @@
     "memoryFlushCompactionCount": 0
   },
   "agent:haonan:cron:41396aeb-6e3a-47b2-9bd3-9156a348c1dc": {
-    "sessionId": "8dafc963-2f86-4e58-865c-9775a4461dae",
-    "updatedAt": 1774288800004,
+    "sessionId": "10b1b196-6799-4089-9dab-e2f9bd267c75",
+    "updatedAt": 1774375200007,
     "systemSent": true,
     "model": "glm-5",
     "contextTokens": 200000,
@@ -757,11 +763,11 @@
       "version": 0
     },
     "modelProvider": "zhipu",
-    "inputTokens": 14609,
-    "outputTokens": 517,
-    "totalTokens": 17201,
+    "inputTokens": 11202,
+    "outputTokens": 438,
+    "totalTokens": 17253,
     "totalTokensFresh": true,
-    "cacheRead": 52864,
+    "cacheRead": 56256,
     "cacheWrite": 0
   },
   "agent:haonan:cron:f03b184f-5f1d-4093-ae1b-fc9fe0b59eef": {
@@ -807,9 +813,9 @@
       "version": 0
     },
     "modelProvider": "zhipu",
-    "inputTokens": 89834,
-    "outputTokens": 4112,
-    "totalTokens": 30249,
+    "inputTokens": 62483,
+    "outputTokens": 3694,
+    "totalTokens": 26015,
     "deliveryContext": {
       "channel": "webchat"
     },
@@ -818,7 +824,7 @@
     "sessionFile": "/home/starmen1265/.openclaw/agents/haonan/sessions/ccc40ca7-7876-4d82-ab84-7b790feddc19.jsonl",
     "abortedLastRun": false,
     "totalTokensFresh": true,
-    "cacheRead": 295587,
+    "cacheRead": 138040,
     "cacheWrite": 0
   },
   "agent:haonan:cron:3245fca7-045b-4977-8fab-020f6df2e453": {
@@ -861,8 +867,8 @@
     "cacheWrite": 0
   },
   "agent:haonan:cron:aa4d2de9-79be-4262-83ee-af8824793bfc": {
-    "sessionId": "f28e191e-4a3e-42a3-a584-9b97234c8c6f",
-    "updatedAt": 1774289400006,
+    "sessionId": "6e47c87e-905d-42a9-b967-5b5cfca9a550",
+    "updatedAt": 1774375800006,
     "systemSent": true,
     "label": "Cron: openclaw-git-sync",
     "skillsSnapshot": {
@@ -910,113 +916,6 @@
     "cacheRead": 32768,
     "cacheWrite": 0
   },
-  "agent:haonan:cron:f03b184f-5f1d-4093-ae1b-fc9fe0b59eef:run:7b06a427-cf32-4347-aefd-2d0052fea8dc": {
-    "sessionId": "7b06a427-cf32-4347-aefd-2d0052fea8dc",
-    "updatedAt": 1774203600007,
-    "systemSent": true,
-    "model": "glm-4.7-FlashX",
-    "contextTokens": 200000,
-    "label": "Cron: capability-evolver-daily",
-    "skillsSnapshot": {
-      "prompt": "\n\nThe following skills provide specialized instructions for specific tasks.\nUse the read tool to load a skill's file when the task matches its description.\nWhen a skill file references a relative path, resolve it against the skill directory (parent of SKILL.md / dirname of the path) and use that absolute path in tool commands.\n\n<available_skills>\n  <skill>\n    <name>capability-evolver</name>\n    <description>A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.</description>\n    <location>~/.openclaw/skills/capability-evolver/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>clawlist</name>\n    <description>MUST use for any multi-step project, long-running task, or infinite monitoring workflow. Plan, execute, track, and verify tasks with checkpoint validation. For projects, automation, and ongoing operations.</description>\n    <location>~/.openclaw/skills/clawlist/SKILL.md</location>\n  </skill>\n</available_skills>",
-      "skills": [
-        {
-          "name": "capability-evolver"
-        },
-        {
-          "name": "clawlist"
-        }
-      ],
-      "skillFilter": [
-        "clawlist",
-        "capability-evolver",
-        "self-improving-agent"
-      ],
-      "resolvedSkills": [
-        {
-          "name": "capability-evolver",
-          "description": "A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.",
-          "filePath": "/home/starmen1265/.openclaw/skills/capability-evolver/SKILL.md",
-          "baseDir": "/home/starmen1265/.openclaw/skills/capability-evolver",
-          "source": "openclaw-managed",
-          "disableModelInvocation": false
-        },
-        {
-          "name": "clawlist",
-          "description": "MUST use for any multi-step project, long-running task, or infinite monitoring workflow. Plan, execute, track, and verify tasks with checkpoint validation. For projects, automation, and ongoing operations.",
-          "filePath": "/home/starmen1265/.openclaw/skills/clawlist/SKILL.md",
-          "baseDir": "/home/starmen1265/.openclaw/skills/clawlist",
-          "source": "openclaw-managed",
-          "disableModelInvocation": false
-        }
-      ],
-      "version": 0
-    },
-    "modelProvider": "zhipu",
-    "inputTokens": 89834,
-    "outputTokens": 4112,
-    "totalTokens": 30249,
-    "deliveryContext": {
-      "channel": "webchat"
-    },
-    "lastChannel": "webchat",
-    "channel": "webchat",
-    "sessionFile": "/home/starmen1265/.openclaw/agents/haonan/sessions/ccc40ca7-7876-4d82-ab84-7b790feddc19.jsonl",
-    "abortedLastRun": false,
-    "totalTokensFresh": true,
-    "cacheRead": 295587,
-    "cacheWrite": 0
-  },
-  "agent:haonan:cron:41396aeb-6e3a-47b2-9bd3-9156a348c1dc:run:8dafc963-2f86-4e58-865c-9775a4461dae": {
-    "sessionId": "8dafc963-2f86-4e58-865c-9775a4461dae",
-    "updatedAt": 1774288800004,
-    "systemSent": true,
-    "model": "glm-5",
-    "contextTokens": 200000,
-    "label": "Cron: backup-openclaw-json",
-    "skillsSnapshot": {
-      "prompt": "\n\nThe following skills provide specialized instructions for specific tasks.\nUse the read tool to load a skill's file when the task matches its description.\nWhen a skill file references a relative path, resolve it against the skill directory (parent of SKILL.md / dirname of the path) and use that absolute path in tool commands.\n\n<available_skills>\n  <skill>\n    <name>capability-evolver</name>\n    <description>A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.</description>\n    <location>~/.openclaw/skills/capability-evolver/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>clawlist</name>\n    <description>MUST use for any multi-step project, long-running task, or infinite monitoring workflow. Plan, execute, track, and verify tasks with checkpoint validation. For projects, automation, and ongoing operations.</description>\n    <location>~/.openclaw/skills/clawlist/SKILL.md</location>\n  </skill>\n</available_skills>",
-      "skills": [
-        {
-          "name": "capability-evolver"
-        },
-        {
-          "name": "clawlist"
-        }
-      ],
-      "skillFilter": [
-        "clawlist",
-        "capability-evolver",
-        "self-improving-agent"
-      ],
-      "resolvedSkills": [
-        {
-          "name": "capability-evolver",
-          "description": "A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.",
-          "filePath": "/home/starmen1265/.openclaw/skills/capability-evolver/SKILL.md",
-          "baseDir": "/home/starmen1265/.openclaw/skills/capability-evolver",
-          "source": "openclaw-managed",
-          "disableModelInvocation": false
-        },
-        {
-          "name": "clawlist",
-          "description": "MUST use for any multi-step project, long-running task, or infinite monitoring workflow. Plan, execute, track, and verify tasks with checkpoint validation. For projects, automation, and ongoing operations.",
-          "filePath": "/home/starmen1265/.openclaw/skills/clawlist/SKILL.md",
-          "baseDir": "/home/starmen1265/.openclaw/skills/clawlist",
-          "source": "openclaw-managed",
-          "disableModelInvocation": false
-        }
-      ],
-      "version": 0
-    },
-    "modelProvider": "zhipu",
-    "inputTokens": 14609,
-    "outputTokens": 517,
-    "totalTokens": 17201,
-    "totalTokensFresh": true,
-    "cacheRead": 52864,
-    "cacheWrite": 0
-  },
   "agent:haonan:cron:aa4d2de9-79be-4262-83ee-af8824793bfc:run:f28e191e-4a3e-42a3-a584-9b97234c8c6f": {
     "sessionId": "f28e191e-4a3e-42a3-a584-9b97234c8c6f",
     "updatedAt": 1774289400006,
@@ -1110,9 +1009,9 @@
       "version": 0
     },
     "modelProvider": "zhipu",
-    "inputTokens": 89834,
-    "outputTokens": 4112,
-    "totalTokens": 30249,
+    "inputTokens": 62483,
+    "outputTokens": 3694,
+    "totalTokens": 26015,
     "deliveryContext": {
       "channel": "webchat"
     },
@@ -1121,7 +1020,107 @@
     "sessionFile": "/home/starmen1265/.openclaw/agents/haonan/sessions/ccc40ca7-7876-4d82-ab84-7b790feddc19.jsonl",
     "abortedLastRun": false,
     "totalTokensFresh": true,
-    "cacheRead": 295587,
+    "cacheRead": 138040,
+    "cacheWrite": 0
+  },
+  "agent:haonan:cron:41396aeb-6e3a-47b2-9bd3-9156a348c1dc:run:10b1b196-6799-4089-9dab-e2f9bd267c75": {
+    "sessionId": "10b1b196-6799-4089-9dab-e2f9bd267c75",
+    "updatedAt": 1774375200007,
+    "systemSent": true,
+    "model": "glm-5",
+    "contextTokens": 200000,
+    "label": "Cron: backup-openclaw-json",
+    "skillsSnapshot": {
+      "prompt": "\n\nThe following skills provide specialized instructions for specific tasks.\nUse the read tool to load a skill's file when the task matches its description.\nWhen a skill file references a relative path, resolve it against the skill directory (parent of SKILL.md / dirname of the path) and use that absolute path in tool commands.\n\n<available_skills>\n  <skill>\n    <name>capability-evolver</name>\n    <description>A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.</description>\n    <location>~/.openclaw/skills/capability-evolver/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>clawlist</name>\n    <description>MUST use for any multi-step project, long-running task, or infinite monitoring workflow. Plan, execute, track, and verify tasks with checkpoint validation. For projects, automation, and ongoing operations.</description>\n    <location>~/.openclaw/skills/clawlist/SKILL.md</location>\n  </skill>\n</available_skills>",
+      "skills": [
+        {
+          "name": "capability-evolver"
+        },
+        {
+          "name": "clawlist"
+        }
+      ],
+      "skillFilter": [
+        "clawlist",
+        "capability-evolver",
+        "self-improving-agent"
+      ],
+      "resolvedSkills": [
+        {
+          "name": "capability-evolver",
+          "description": "A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.",
+          "filePath": "/home/starmen1265/.openclaw/skills/capability-evolver/SKILL.md",
+          "baseDir": "/home/starmen1265/.openclaw/skills/capability-evolver",
+          "source": "openclaw-managed",
+          "disableModelInvocation": false
+        },
+        {
+          "name": "clawlist",
+          "description": "MUST use for any multi-step project, long-running task, or infinite monitoring workflow. Plan, execute, track, and verify tasks with checkpoint validation. For projects, automation, and ongoing operations.",
+          "filePath": "/home/starmen1265/.openclaw/skills/clawlist/SKILL.md",
+          "baseDir": "/home/starmen1265/.openclaw/skills/clawlist",
+          "source": "openclaw-managed",
+          "disableModelInvocation": false
+        }
+      ],
+      "version": 0
+    },
+    "modelProvider": "zhipu",
+    "inputTokens": 11202,
+    "outputTokens": 438,
+    "totalTokens": 17253,
+    "totalTokensFresh": true,
+    "cacheRead": 56256,
+    "cacheWrite": 0
+  },
+  "agent:haonan:cron:aa4d2de9-79be-4262-83ee-af8824793bfc:run:6e47c87e-905d-42a9-b967-5b5cfca9a550": {
+    "sessionId": "6e47c87e-905d-42a9-b967-5b5cfca9a550",
+    "updatedAt": 1774375800006,
+    "systemSent": true,
+    "label": "Cron: openclaw-git-sync",
+    "skillsSnapshot": {
+      "prompt": "\n\nThe following skills provide specialized instructions for specific tasks.\nUse the read tool to load a skill's file when the task matches its description.\nWhen a skill file references a relative path, resolve it against the skill directory (parent of SKILL.md / dirname of the path) and use that absolute path in tool commands.\n\n<available_skills>\n  <skill>\n    <name>capability-evolver</name>\n    <description>A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.</description>\n    <location>~/.openclaw/skills/capability-evolver/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>clawlist</name>\n    <description>MUST use for any multi-step project, long-running task, or infinite monitoring workflow. Plan, execute, track, and verify tasks with checkpoint validation. For projects, automation, and ongoing operations.</description>\n    <location>~/.openclaw/skills/clawlist/SKILL.md</location>\n  </skill>\n</available_skills>",
+      "skills": [
+        {
+          "name": "capability-evolver"
+        },
+        {
+          "name": "clawlist"
+        }
+      ],
+      "skillFilter": [
+        "clawlist",
+        "capability-evolver",
+        "self-improving-agent"
+      ],
+      "resolvedSkills": [
+        {
+          "name": "capability-evolver",
+          "description": "A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.",
+          "filePath": "/home/starmen1265/.openclaw/skills/capability-evolver/SKILL.md",
+          "baseDir": "/home/starmen1265/.openclaw/skills/capability-evolver",
+          "source": "openclaw-managed",
+          "disableModelInvocation": false
+        },
+        {
+          "name": "clawlist",
+          "description": "MUST use for any multi-step project, long-running task, or infinite monitoring workflow. Plan, execute, track, and verify tasks with checkpoint validation. For projects, automation, and ongoing operations.",
+          "filePath": "/home/starmen1265/.openclaw/skills/clawlist/SKILL.md",
+          "baseDir": "/home/starmen1265/.openclaw/skills/clawlist",
+          "source": "openclaw-managed",
+          "disableModelInvocation": false
+        }
+      ],
+      "version": 0
+    },
+    "modelProvider": "zhipu",
+    "model": "glm-5",
+    "contextTokens": 200000,
+    "inputTokens": 2076,
+    "outputTokens": 428,
+    "totalTokens": 18345,
+    "totalTokensFresh": true,
+    "cacheRead": 32768,
     "cacheWrite": 0
   }
 }
\ No newline at end of file
diff --git a/agents/knowledge-base/workspace/memory/2026-03-24-0216.md b/agents/knowledge-base/workspace/memory/2026-03-24-0216.md
new file mode 100644
index 0000000..b7d11d3
--- /dev/null
+++ b/agents/knowledge-base/workspace/memory/2026-03-24-0216.md
@@ -0,0 +1,63 @@
+# Session: 2026-03-24 02:16:29 UTC
+
+- **Session Key**: agent:knowledge-base:main
+- **Session ID**: 35d47dd1-c2e0-4521-b2ad-67e3e08d0029
+- **Source**: feishu
+
+## Conversation Summary
+
+user: Conversation info (untrusted metadata):
+```json
+{
+  "message_id": "om_x100b532aeb69d8b0b37a2ff9e3a0df2",
+  "sender_id": "ou_9351c287f42069fa30366ac641d24df7",
+  "sender": "张青",
+  "timestamp": "Tue 2026-03-24 09:35 GMT+8"
+}
+```
+
+Sender (untrusted metadata):
+```json
+{
+  "label": "张青 (ou_9351c287f42069fa30366ac641d24df7)",
+  "id": "ou_9351c287f42069fa30366ac641d24df7",
+  "name": "张青"
+}
+```
+
+[message_id: om_x100b532aeb69d8b0b37a2ff9e3a0df2]
+张青: 速记，给沙漠全部铺上太阳能板，如果真的做到了，也是一种移山填海工程，会如何改变未来地貌
+assistant: 已记录到速记本 ✓
+
+这个想法确实很有意思——如果用太阳能板覆盖沙漠：
+- **地表反照率变化**：深色面板吸收更多热量，可能改变局部气候
+- **风沙抑制**：面板遮挡可减少沙尘暴
+- **生态影响**：面板下的微环境可能孕育新生态系统
+- **能源转型**：全球能源格局的根本性改变
+
+是个值得深入探讨的"地球工程"级设想。
+user: Conversation info (untrusted metadata):
+```json
+{
+  "message_id": "om_x100b532ae20f0108b4cd51b86dabb90",
+  "sender_id": "ou_9351c287f42069fa30366ac641d24df7",
+  "sender": "张青",
+  "timestamp": "Tue 2026-03-24 09:37 GMT+8"
+}
+```
+
+Sender (untrusted metadata):
+```json
+{
+  "label": "张青 (ou_9351c287f42069fa30366ac641d24df7)",
+  "id": "ou_9351c287f42069fa30366ac641d24df7",
+  "name": "张青"
+}
+```
+
+[message_id: om_x100b532ae20f0108b4cd51b86dabb90]
+张青: https://www.zhihu.com/question/1921896337772906175/answer/2018731443061278088?share_code=Oj4awQEzU4pY&utm_psn=2019709305784378178 添加到知识库
+assistant: 知乎Cookie已过期，需要扫码登录。我先启动登录流程：
+assistant: 知乎登录二维码已生成，请扫码登录：
+assistant: zhihu_qrcode_20260324_094006.png
+assistant: 请扫描二维码登录知乎，登录成功后告诉我，我将继续处理。
diff --git a/agents/ui-designer/sessions/sessions.json b/agents/ui-designer/sessions/sessions.json
index c107c77..dfe005f 100644
--- a/agents/ui-designer/sessions/sessions.json
+++ b/agents/ui-designer/sessions/sessions.json
@@ -14,12 +14,12 @@
     "lastTo": "user:ou_9847ce84b960736c14554730b41e4957",
     "lastAccountId": "feishu-art",
     "origin": {
-      "label": "张青",
+      "label": "feishu:ou_9847ce84b960736c14554730b41e4957",
       "provider": "feishu",
       "surface": "feishu",
       "chatType": "direct",
       "from": "feishu:ou_9847ce84b960736c14554730b41e4957",
-      "to": "user:ou_9847ce84b960736c14554730b41e4957",
+      "to": "ou_9847ce84b960736c14554730b41e4957",
       "accountId": "feishu-art"
     },
     "sessionFile": "/home/starmen1265/.openclaw/agents/ui-designer/sessions/e72c0831-24b6-41e1-ba9f-dbf74b3bdba4.jsonl",
@@ -653,8 +653,8 @@
     "cacheWrite": 0
   },
   "agent:ui-designer:cron:a1b2c3d4-e5f6-7890-abcd-ef1234567890": {
-    "sessionId": "0564cee8-7b1a-4cf6-9e93-df722d0cf77c",
-    "updatedAt": 1774251000040,
+    "sessionId": "20ea5476-dc8c-4537-8bd8-a685907232e7",
+    "updatedAt": 1774337400007,
     "systemSent": true,
     "label": "Cron: 中国核建每日跟踪",
     "skillsSnapshot": {
@@ -683,54 +683,16 @@
     "modelProvider": "zhipu",
     "model": "glm-5",
     "contextTokens": 200000,
-    "inputTokens": 37382,
-    "outputTokens": 5786,
-    "totalTokens": 39901,
+    "inputTokens": 27262,
+    "outputTokens": 4169,
+    "totalTokens": 32981,
     "totalTokensFresh": true,
-    "cacheRead": 722944,
-    "cacheWrite": 0
-  },
-  "agent:ui-designer:cron:a1b2c3d4-e5f6-7890-abcd-ef1234567890:run:0564cee8-7b1a-4cf6-9e93-df722d0cf77c": {
-    "sessionId": "0564cee8-7b1a-4cf6-9e93-df722d0cf77c",
-    "updatedAt": 1774251000040,
-    "systemSent": true,
-    "label": "Cron: 中国核建每日跟踪",
-    "skillsSnapshot": {
-      "prompt": "\n\nThe following skills provide specialized instructions for specific tasks.\nUse the read tool to load a skill's file when the task matches its description.\nWhen a skill file references a relative path, resolve it against the skill directory (parent of SKILL.md / dirname of the path) and use that absolute path in tool commands.\n\n<available_skills>\n  <skill>\n    <name>capability-evolver</name>\n    <description>A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.</description>\n    <location>~/.openclaw/skills/capability-evolver/SKILL.md</location>\n  </skill>\n</available_skills>",
-      "skills": [
-        {
-          "name": "capability-evolver"
-        }
-      ],
-      "skillFilter": [
-        "capability-evolver",
-        "self-improving-agent"
-      ],
-      "resolvedSkills": [
-        {
-          "name": "capability-evolver",
-          "description": "A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.",
-          "filePath": "/home/starmen1265/.openclaw/skills/capability-evolver/SKILL.md",
-          "baseDir": "/home/starmen1265/.openclaw/skills/capability-evolver",
-          "source": "openclaw-managed",
-          "disableModelInvocation": false
-        }
-      ],
-      "version": 0
-    },
-    "modelProvider": "zhipu",
-    "model": "glm-5",
-    "contextTokens": 200000,
-    "inputTokens": 37382,
-    "outputTokens": 5786,
-    "totalTokens": 39901,
-    "totalTokensFresh": true,
-    "cacheRead": 722944,
+    "cacheRead": 324288,
     "cacheWrite": 0
   },
   "agent:ui-designer:cron:b2c3d4e5-f6a7-8901-bcde-f12345678901": {
-    "sessionId": "db6b8b18-dd48-472b-bc40-f054e79c93c5",
-    "updatedAt": 1774251457953,
+    "sessionId": "fea15755-1beb-4c8f-a85b-36c2a1459074",
+    "updatedAt": 1774337623408,
     "systemSent": true,
     "label": "Cron: 中国海油每日跟踪",
     "skillsSnapshot": {
@@ -757,18 +719,132 @@
       "version": 0
     },
     "modelProvider": "zhipu",
-    "model": "glm-4.7-FlashX",
+    "model": "glm-5",
     "contextTokens": 200000,
-    "inputTokens": 28746,
-    "outputTokens": 1841,
-    "totalTokens": 37950,
+    "inputTokens": 18621,
+    "outputTokens": 5358,
+    "totalTokens": 32164,
     "totalTokensFresh": true,
-    "cacheRead": 9204,
+    "cacheRead": 351232,
     "cacheWrite": 0
   },
-  "agent:ui-designer:cron:b2c3d4e5-f6a7-8901-bcde-f12345678901:run:db6b8b18-dd48-472b-bc40-f054e79c93c5": {
-    "sessionId": "db6b8b18-dd48-472b-bc40-f054e79c93c5",
-    "updatedAt": 1774251457953,
+  "agent:ui-designer:cron:c3d4e5f6-a7b8-9012-cdef-234567890123": {
+    "sessionId": "3dbac932-9de0-46e3-a2be-9bdd840a01a1",
+    "updatedAt": 1774310423975,
+    "systemSent": true,
+    "label": "Cron: 每日热点新闻追踪",
+    "skillsSnapshot": {
+      "prompt": "\n\nThe following skills provide specialized instructions for specific tasks.\nUse the read tool to load a skill's file when the task matches its description.\nWhen a skill file references a relative path, resolve it against the skill directory (parent of SKILL.md / dirname of the path) and use that absolute path in tool commands.\n\n<available_skills>\n  <skill>\n    <name>capability-evolver</name>\n    <description>A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.</description>\n    <location>~/.openclaw/skills/capability-evolver/SKILL.md</location>\n  </skill>\n</available_skills>",
+      "skills": [
+        {
+          "name": "capability-evolver"
+        }
+      ],
+      "skillFilter": [
+        "capability-evolver",
+        "self-improving-agent"
+      ],
+      "resolvedSkills": [
+        {
+          "name": "capability-evolver",
+          "description": "A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.",
+          "filePath": "/home/starmen1265/.openclaw/skills/capability-evolver/SKILL.md",
+          "baseDir": "/home/starmen1265/.openclaw/skills/capability-evolver",
+          "source": "openclaw-managed",
+          "disableModelInvocation": false
+        }
+      ],
+      "version": 0
+    },
+    "modelProvider": "zhipu",
+    "model": "glm-5",
+    "contextTokens": 200000,
+    "inputTokens": 23052,
+    "outputTokens": 4643,
+    "totalTokens": 33792,
+    "totalTokensFresh": true,
+    "cacheRead": 416320,
+    "cacheWrite": 0
+  },
+  "agent:ui-designer:cron:c3d4e5f6-a7b8-9012-cdef-234567890123:run:3dbac932-9de0-46e3-a2be-9bdd840a01a1": {
+    "sessionId": "3dbac932-9de0-46e3-a2be-9bdd840a01a1",
+    "updatedAt": 1774310423975,
+    "systemSent": true,
+    "label": "Cron: 每日热点新闻追踪",
+    "skillsSnapshot": {
+      "prompt": "\n\nThe following skills provide specialized instructions for specific tasks.\nUse the read tool to load a skill's file when the task matches its description.\nWhen a skill file references a relative path, resolve it against the skill directory (parent of SKILL.md / dirname of the path) and use that absolute path in tool commands.\n\n<available_skills>\n  <skill>\n    <name>capability-evolver</name>\n    <description>A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.</description>\n    <location>~/.openclaw/skills/capability-evolver/SKILL.md</location>\n  </skill>\n</available_skills>",
+      "skills": [
+        {
+          "name": "capability-evolver"
+        }
+      ],
+      "skillFilter": [
+        "capability-evolver",
+        "self-improving-agent"
+      ],
+      "resolvedSkills": [
+        {
+          "name": "capability-evolver",
+          "description": "A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.",
+          "filePath": "/home/starmen1265/.openclaw/skills/capability-evolver/SKILL.md",
+          "baseDir": "/home/starmen1265/.openclaw/skills/capability-evolver",
+          "source": "openclaw-managed",
+          "disableModelInvocation": false
+        }
+      ],
+      "version": 0
+    },
+    "modelProvider": "zhipu",
+    "model": "glm-5",
+    "contextTokens": 200000,
+    "inputTokens": 23052,
+    "outputTokens": 4643,
+    "totalTokens": 33792,
+    "totalTokensFresh": true,
+    "cacheRead": 416320,
+    "cacheWrite": 0
+  },
+  "agent:ui-designer:cron:a1b2c3d4-e5f6-7890-abcd-ef1234567890:run:20ea5476-dc8c-4537-8bd8-a685907232e7": {
+    "sessionId": "20ea5476-dc8c-4537-8bd8-a685907232e7",
+    "updatedAt": 1774337400007,
+    "systemSent": true,
+    "label": "Cron: 中国核建每日跟踪",
+    "skillsSnapshot": {
+      "prompt": "\n\nThe following skills provide specialized instructions for specific tasks.\nUse the read tool to load a skill's file when the task matches its description.\nWhen a skill file references a relative path, resolve it against the skill directory (parent of SKILL.md / dirname of the path) and use that absolute path in tool commands.\n\n<available_skills>\n  <skill>\n    <name>capability-evolver</name>\n    <description>A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.</description>\n    <location>~/.openclaw/skills/capability-evolver/SKILL.md</location>\n  </skill>\n</available_skills>",
+      "skills": [
+        {
+          "name": "capability-evolver"
+        }
+      ],
+      "skillFilter": [
+        "capability-evolver",
+        "self-improving-agent"
+      ],
+      "resolvedSkills": [
+        {
+          "name": "capability-evolver",
+          "description": "A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.",
+          "filePath": "/home/starmen1265/.openclaw/skills/capability-evolver/SKILL.md",
+          "baseDir": "/home/starmen1265/.openclaw/skills/capability-evolver",
+          "source": "openclaw-managed",
+          "disableModelInvocation": false
+        }
+      ],
+      "version": 0
+    },
+    "modelProvider": "zhipu",
+    "model": "glm-5",
+    "contextTokens": 200000,
+    "inputTokens": 27262,
+    "outputTokens": 4169,
+    "totalTokens": 32981,
+    "totalTokensFresh": true,
+    "cacheRead": 324288,
+    "cacheWrite": 0
+  },
+  "agent:ui-designer:cron:b2c3d4e5-f6a7-8901-bcde-f12345678901:run:fea15755-1beb-4c8f-a85b-36c2a1459074": {
+    "sessionId": "fea15755-1beb-4c8f-a85b-36c2a1459074",
+    "updatedAt": 1774337623408,
     "systemSent": true,
     "label": "Cron: 中国海油每日跟踪",
     "skillsSnapshot": {
@@ -795,13 +871,13 @@
       "version": 0
     },
     "modelProvider": "zhipu",
-    "model": "glm-4.7-FlashX",
+    "model": "glm-5",
     "contextTokens": 200000,
-    "inputTokens": 28746,
-    "outputTokens": 1841,
-    "totalTokens": 37950,
+    "inputTokens": 18621,
+    "outputTokens": 5358,
+    "totalTokens": 32164,
     "totalTokensFresh": true,
-    "cacheRead": 9204,
+    "cacheRead": 351232,
     "cacheWrite": 0
   }
 }
\ No newline at end of file
diff --git a/cron/jobs.json b/cron/jobs.json
index 6ba6ac9..7c4b99c 100644
--- a/cron/jobs.json
+++ b/cron/jobs.json
@@ -7,7 +7,7 @@
       "name": "backup-openclaw-json",
       "enabled": true,
       "createdAtMs": 1772261581796,
-      "updatedAtMs": 1774288823638,
+      "updatedAtMs": 1774375221731,
       "schedule": {
         "kind": "cron",
         "expr": "0 2 * * *",
@@ -23,10 +23,10 @@
         "mode": "announce"
       },
       "state": {
-        "nextRunAtMs": 1774375200000,
-        "lastRunAtMs": 1774288800003,
+        "nextRunAtMs": 1774461600000,
+        "lastRunAtMs": 1774375200005,
         "lastStatus": "ok",
-        "lastDurationMs": 23635,
+        "lastDurationMs": 21726,
         "consecutiveErrors": 0,
         "lastRunStatus": "ok",
         "lastDelivered": true,
@@ -59,7 +59,8 @@
         "consecutiveErrors": 0,
         "lastRunStatus": "ok",
         "lastDeliveryStatus": "delivered",
-        "lastDelivered": true
+        "lastDelivered": true,
+        "runningAtMs": 1774375800003
       },
       "delivery": {
         "mode": "announce"
@@ -71,7 +72,7 @@
       "name": "capability-evolver-daily",
       "enabled": true,
       "createdAtMs": 1772550743528,
-      "updatedAtMs": 1774203773939,
+      "updatedAtMs": 1774290056977,
       "schedule": {
         "kind": "cron",
         "expr": "20 2 * * *",
@@ -92,16 +93,16 @@
         "to": "feishu-pm"
       },
       "state": {
-        "nextRunAtMs": 1774290000000,
-        "lastRunAtMs": 1774203600004,
-        "lastStatus": "ok",
-        "lastDurationMs": 173935,
-        "consecutiveErrors": 0,
-        "lastRunStatus": "ok",
+        "nextRunAtMs": 1774376400000,
+        "lastRunAtMs": 1774290000003,
+        "lastStatus": "error",
+        "lastDurationMs": 56974,
+        "consecutiveErrors": 1,
+        "lastRunStatus": "error",
         "lastDeliveryStatus": "not-delivered",
         "lastDelivered": false,
-        "lastDeliveryError": "cron announce delivery failed",
-        "runningAtMs": 1774290000002
+        "lastDeliveryError": "⚠️ ✉️ Message failed",
+        "lastError": "⚠️ ✉️ Message failed"
       }
     },
     {
@@ -111,7 +112,7 @@
       "description": "每天凌晨2:30整理昨天的已完成任务到每日回顾",
       "enabled": true,
       "createdAtMs": 1741484880000,
-      "updatedAtMs": 1774204228351,
+      "updatedAtMs": 1774290640302,
       "schedule": {
         "kind": "cron",
         "expr": "30 2 * * *",
@@ -129,11 +130,11 @@
         "channel": "last"
       },
       "state": {
-        "nextRunAtMs": 1774290600000,
-        "lastRunAtMs": 1774204200008,
+        "nextRunAtMs": 1774377000000,
+        "lastRunAtMs": 1774290600008,
         "lastRunStatus": "ok",
         "lastStatus": "ok",
-        "lastDurationMs": 28343,
+        "lastDurationMs": 40294,
         "lastDelivered": true,
         "lastDeliveryStatus": "delivered",
         "consecutiveErrors": 0
@@ -145,7 +146,7 @@
       "name": "zq_workspace_sync",
       "enabled": true,
       "createdAtMs": 1772551807455,
-      "updatedAtMs": 1774204800004,
+      "updatedAtMs": 1774291200004,
       "schedule": {
         "expr": "40 2 * * *",
         "kind": "cron",
@@ -158,8 +159,8 @@
         "text": "执行 zq 工作区同步：bash ~/.openclaw/cron/scripts/zq_workspace_sync.sh"
       },
       "state": {
-        "nextRunAtMs": 1774291200000,
-        "lastRunAtMs": 1774204800004,
+        "nextRunAtMs": 1774377600000,
+        "lastRunAtMs": 1774291200004,
         "lastStatus": "skipped",
         "lastDurationMs": 0,
         "consecutiveErrors": 0,
@@ -175,7 +176,7 @@
       "description": "每天早上8点整理与各个 AI 代理的对话记录",
       "enabled": true,
       "createdAtMs": 1772776369645,
-      "updatedAtMs": 1774224025295,
+      "updatedAtMs": 1774310423920,
       "schedule": {
         "kind": "cron",
         "expr": "0 8 * * *",
@@ -193,11 +194,11 @@
         "channel": "last"
       },
       "state": {
-        "nextRunAtMs": 1774310400000,
-        "lastRunAtMs": 1774224000006,
+        "nextRunAtMs": 1774396800000,
+        "lastRunAtMs": 1774310400003,
         "lastRunStatus": "ok",
         "lastStatus": "ok",
-        "lastDurationMs": 25289,
+        "lastDurationMs": 23917,
         "lastDelivered": true,
         "lastDeliveryStatus": "delivered",
         "consecutiveErrors": 0
@@ -210,7 +211,7 @@
       "description": "每天7点同步提醒到CalDAV日历",
       "enabled": true,
       "createdAtMs": 1772791528528,
-      "updatedAtMs": 1774220419806,
+      "updatedAtMs": 1774306820017,
       "schedule": {
         "kind": "cron",
         "expr": "0 7 * * *",
@@ -228,11 +229,11 @@
         "channel": "last"
       },
       "state": {
-        "nextRunAtMs": 1774306800000,
-        "lastRunAtMs": 1774220400002,
+        "nextRunAtMs": 1774393200000,
+        "lastRunAtMs": 1774306800005,
         "lastRunStatus": "ok",
         "lastStatus": "ok",
-        "lastDurationMs": 19804,
+        "lastDurationMs": 20012,
         "lastDeliveryStatus": "delivered",
         "consecutiveErrors": 0,
         "lastDelivered": true
@@ -281,7 +282,7 @@
       "description": "每日收盘后跟踪中国核建（601611）股价走势",
       "enabled": true,
       "createdAtMs": 1774231320000,
-      "updatedAtMs": 1774251457902,
+      "updatedAtMs": 1774337623406,
       "schedule": {
         "kind": "cron",
         "expr": "30 15 * * 1-5",
@@ -299,15 +300,15 @@
         "to": "user:ou_9847ce84b960736c14554730b41e4957"
       },
       "state": {
-        "nextRunAtMs": 1774337400000,
-        "lastRunAtMs": 1774251000004,
+        "nextRunAtMs": 1774423800000,
+        "lastRunAtMs": 1774337400005,
         "lastRunStatus": "error",
         "lastStatus": "error",
-        "lastDurationMs": 457898,
-        "lastError": "⚠️ ✉️ Message failed",
+        "lastDurationMs": 223401,
         "lastDelivered": true,
         "lastDeliveryStatus": "delivered",
-        "consecutiveErrors": 1
+        "consecutiveErrors": 2,
+        "lastError": "⚠️ ✉️ Message failed"
       }
     },
     {
@@ -317,7 +318,7 @@
       "description": "每日收盘后跟踪中国海油（600938）股价走势",
       "enabled": true,
       "createdAtMs": 1774231920000,
-      "updatedAtMs": 1774252089426,
+      "updatedAtMs": 1774337964329,
       "schedule": {
         "kind": "cron",
         "expr": "30 15 * * 1-5",
@@ -335,14 +336,15 @@
         "to": "user:ou_9847ce84b960736c14554730b41e4957"
       },
       "state": {
-        "nextRunAtMs": 1774337400000,
-        "lastRunAtMs": 1774251457902,
-        "lastRunStatus": "ok",
-        "lastStatus": "ok",
-        "lastDurationMs": 631524,
+        "nextRunAtMs": 1774423800000,
+        "lastRunAtMs": 1774337623406,
+        "lastRunStatus": "error",
+        "lastStatus": "error",
+        "lastDurationMs": 340923,
         "lastDelivered": true,
         "lastDeliveryStatus": "delivered",
-        "consecutiveErrors": 0
+        "consecutiveErrors": 1,
+        "lastError": "⚠️ ✉️ Message failed"
       }
     },
     {
@@ -352,7 +354,7 @@
       "description": "每天早上8点追踪热点新闻并推送",
       "enabled": true,
       "createdAtMs": 1774274400000,
-      "updatedAtMs": 1774274400000,
+      "updatedAtMs": 1774310603350,
       "schedule": {
         "kind": "cron",
         "expr": "0 8 * * *",
@@ -370,7 +372,15 @@
         "to": "user:ou_9847ce84b960736c14554730b41e4957"
       },
       "state": {
-        "nextRunAtMs": 1774310400000
+        "nextRunAtMs": 1774396800000,
+        "lastRunAtMs": 1774310423920,
+        "lastRunStatus": "error",
+        "lastStatus": "error",
+        "lastDurationMs": 179430,
+        "lastError": "⚠️ ✉️ Message failed",
+        "lastDelivered": true,
+        "lastDeliveryStatus": "delivered",
+        "consecutiveErrors": 1
       }
     }
   ]
diff --git a/cron/jobs.json.bak b/cron/jobs.json.bak
index 9ca2fa3..e234feb 100644
--- a/cron/jobs.json.bak
+++ b/cron/jobs.json.bak
@@ -7,7 +7,7 @@
       "name": "backup-openclaw-json",
       "enabled": true,
       "createdAtMs": 1772261581796,
-      "updatedAtMs": 1774288823638,
+      "updatedAtMs": 1774375221731,
       "schedule": {
         "kind": "cron",
         "expr": "0 2 * * *",
@@ -23,10 +23,10 @@
         "mode": "announce"
       },
       "state": {
-        "nextRunAtMs": 1774375200000,
-        "lastRunAtMs": 1774288800003,
+        "nextRunAtMs": 1774461600000,
+        "lastRunAtMs": 1774375200005,
         "lastStatus": "ok",
-        "lastDurationMs": 23635,
+        "lastDurationMs": 21726,
         "consecutiveErrors": 0,
         "lastRunStatus": "ok",
         "lastDelivered": true,
@@ -71,7 +71,7 @@
       "name": "capability-evolver-daily",
       "enabled": true,
       "createdAtMs": 1772550743528,
-      "updatedAtMs": 1774203773939,
+      "updatedAtMs": 1774290056977,
       "schedule": {
         "kind": "cron",
         "expr": "20 2 * * *",
@@ -92,16 +92,16 @@
         "to": "feishu-pm"
       },
       "state": {
-        "nextRunAtMs": 1774290000000,
-        "lastRunAtMs": 1774203600004,
-        "lastStatus": "ok",
-        "lastDurationMs": 173935,
-        "consecutiveErrors": 0,
-        "lastRunStatus": "ok",
+        "nextRunAtMs": 1774376400000,
+        "lastRunAtMs": 1774290000003,
+        "lastStatus": "error",
+        "lastDurationMs": 56974,
+        "consecutiveErrors": 1,
+        "lastRunStatus": "error",
         "lastDeliveryStatus": "not-delivered",
-        "lastError": "cron announce delivery failed",
         "lastDelivered": false,
-        "lastDeliveryError": "cron announce delivery failed"
+        "lastDeliveryError": "⚠️ ✉️ Message failed",
+        "lastError": "⚠️ ✉️ Message failed"
       }
     },
     {
@@ -111,7 +111,7 @@
       "description": "每天凌晨2:30整理昨天的已完成任务到每日回顾",
       "enabled": true,
       "createdAtMs": 1741484880000,
-      "updatedAtMs": 1774204228351,
+      "updatedAtMs": 1774290640302,
       "schedule": {
         "kind": "cron",
         "expr": "30 2 * * *",
@@ -129,11 +129,11 @@
         "channel": "last"
       },
       "state": {
-        "nextRunAtMs": 1774290600000,
-        "lastRunAtMs": 1774204200008,
+        "nextRunAtMs": 1774377000000,
+        "lastRunAtMs": 1774290600008,
         "lastRunStatus": "ok",
         "lastStatus": "ok",
-        "lastDurationMs": 28343,
+        "lastDurationMs": 40294,
         "lastDelivered": true,
         "lastDeliveryStatus": "delivered",
         "consecutiveErrors": 0
@@ -145,7 +145,7 @@
       "name": "zq_workspace_sync",
       "enabled": true,
       "createdAtMs": 1772551807455,
-      "updatedAtMs": 1774204800004,
+      "updatedAtMs": 1774291200004,
       "schedule": {
         "expr": "40 2 * * *",
         "kind": "cron",
@@ -158,8 +158,8 @@
         "text": "执行 zq 工作区同步：bash ~/.openclaw/cron/scripts/zq_workspace_sync.sh"
       },
       "state": {
-        "nextRunAtMs": 1774291200000,
-        "lastRunAtMs": 1774204800004,
+        "nextRunAtMs": 1774377600000,
+        "lastRunAtMs": 1774291200004,
         "lastStatus": "skipped",
         "lastDurationMs": 0,
         "consecutiveErrors": 0,
@@ -175,7 +175,7 @@
       "description": "每天早上8点整理与各个 AI 代理的对话记录",
       "enabled": true,
       "createdAtMs": 1772776369645,
-      "updatedAtMs": 1774224025295,
+      "updatedAtMs": 1774310423920,
       "schedule": {
         "kind": "cron",
         "expr": "0 8 * * *",
@@ -193,11 +193,11 @@
         "channel": "last"
       },
       "state": {
-        "nextRunAtMs": 1774310400000,
-        "lastRunAtMs": 1774224000006,
+        "nextRunAtMs": 1774396800000,
+        "lastRunAtMs": 1774310400003,
         "lastRunStatus": "ok",
         "lastStatus": "ok",
-        "lastDurationMs": 25289,
+        "lastDurationMs": 23917,
         "lastDelivered": true,
         "lastDeliveryStatus": "delivered",
         "consecutiveErrors": 0
@@ -210,7 +210,7 @@
       "description": "每天7点同步提醒到CalDAV日历",
       "enabled": true,
       "createdAtMs": 1772791528528,
-      "updatedAtMs": 1774220419806,
+      "updatedAtMs": 1774306820017,
       "schedule": {
         "kind": "cron",
         "expr": "0 7 * * *",
@@ -228,11 +228,11 @@
         "channel": "last"
       },
       "state": {
-        "nextRunAtMs": 1774306800000,
-        "lastRunAtMs": 1774220400002,
+        "nextRunAtMs": 1774393200000,
+        "lastRunAtMs": 1774306800005,
         "lastRunStatus": "ok",
         "lastStatus": "ok",
-        "lastDurationMs": 19804,
+        "lastDurationMs": 20012,
         "lastDeliveryStatus": "delivered",
         "consecutiveErrors": 0,
         "lastDelivered": true
@@ -281,7 +281,7 @@
       "description": "每日收盘后跟踪中国核建（601611）股价走势",
       "enabled": true,
       "createdAtMs": 1774231320000,
-      "updatedAtMs": 1774251457902,
+      "updatedAtMs": 1774337623406,
       "schedule": {
         "kind": "cron",
         "expr": "30 15 * * 1-5",
@@ -299,15 +299,15 @@
         "to": "user:ou_9847ce84b960736c14554730b41e4957"
       },
       "state": {
-        "nextRunAtMs": 1774337400000,
-        "lastRunAtMs": 1774251000004,
+        "nextRunAtMs": 1774423800000,
+        "lastRunAtMs": 1774337400005,
         "lastRunStatus": "error",
         "lastStatus": "error",
-        "lastDurationMs": 457898,
-        "lastError": "⚠️ ✉️ Message failed",
+        "lastDurationMs": 223401,
         "lastDelivered": true,
         "lastDeliveryStatus": "delivered",
-        "consecutiveErrors": 1
+        "consecutiveErrors": 2,
+        "lastError": "⚠️ ✉️ Message failed"
       }
     },
     {
@@ -317,7 +317,7 @@
       "description": "每日收盘后跟踪中国海油（600938）股价走势",
       "enabled": true,
       "createdAtMs": 1774231920000,
-      "updatedAtMs": 1774252089426,
+      "updatedAtMs": 1774337964329,
       "schedule": {
         "kind": "cron",
         "expr": "30 15 * * 1-5",
@@ -335,14 +335,15 @@
         "to": "user:ou_9847ce84b960736c14554730b41e4957"
       },
       "state": {
-        "nextRunAtMs": 1774337400000,
-        "lastRunAtMs": 1774251457902,
-        "lastRunStatus": "ok",
-        "lastStatus": "ok",
-        "lastDurationMs": 631524,
+        "nextRunAtMs": 1774423800000,
+        "lastRunAtMs": 1774337623406,
+        "lastRunStatus": "error",
+        "lastStatus": "error",
+        "lastDurationMs": 340923,
         "lastDelivered": true,
         "lastDeliveryStatus": "delivered",
-        "consecutiveErrors": 0
+        "consecutiveErrors": 1,
+        "lastError": "⚠️ ✉️ Message failed"
       }
     },
     {
@@ -352,7 +353,7 @@
       "description": "每天早上8点追踪热点新闻并推送",
       "enabled": true,
       "createdAtMs": 1774274400000,
-      "updatedAtMs": 1774274400000,
+      "updatedAtMs": 1774310603350,
       "schedule": {
         "kind": "cron",
         "expr": "0 8 * * *",
@@ -370,7 +371,15 @@
         "to": "user:ou_9847ce84b960736c14554730b41e4957"
       },
       "state": {
-        "nextRunAtMs": 1774310400000
+        "nextRunAtMs": 1774396800000,
+        "lastRunAtMs": 1774310423920,
+        "lastRunStatus": "error",
+        "lastStatus": "error",
+        "lastDurationMs": 179430,
+        "lastError": "⚠️ ✉️ Message failed",
+        "lastDelivered": true,
+        "lastDeliveryStatus": "delivered",
+        "consecutiveErrors": 1
       }
     }
   ]
diff --git a/delivery-queue/9999f035-547a-4d77-a436-bb96f424e878.json b/delivery-queue/9999f035-547a-4d77-a436-bb96f424e878.json
new file mode 100644
index 0000000..0f84031
--- /dev/null
+++ b/delivery-queue/9999f035-547a-4d77-a436-bb96f424e878.json
@@ -0,0 +1,21 @@
+{
+  "id": "9999f035-547a-4d77-a436-bb96f424e878",
+  "enqueuedAt": 1774290056776,
+  "channel": "feishu",
+  "to": "feishu-pm",
+  "accountId": "feishu-pm",
+  "payloads": [
+    {
+      "text": "我遇到了一个问题：需要指定消息的目标聊天 ID。由于我无法自动获取当前 feishu 聊天的 ID，请您提供当前的 chat ID，然后我将发送 evolver 每日报告给您。\n\n或者，您也可以直接查看以下关键信息：\n\n## 🧬 Capability Evolver 每日报告摘要\n\n**运行时间**: 2026年 03月 24日 02:20\n\n**执行结果**: ✅ 成功\n- 意图: 修复 (Repair)\n- 变更规模: 6 文件，+550/-13 行\n\n**Git 操作**:\n- 备份前: 4cf130e\n- 备份后: 4c217ef\n- 已推送到 main 分支\n\n**本次变更**:\n- 修改: evolution_solidify_state.json, evolution_state.json, memory_graph_state.json, personality_state.json\n- 新增: gep_prompt_Cycle_#0019 运行记录\n\n**核心改进**: 优化了 evolver 的日志信号检测和 fallback 行为，增强了对 session transcript 和 memory snippet 的处理能力。\n\n---\n\n完整的详细报告已保存到 `~/work/backup/evolver-output.txt`"
+    }
+  ],
+  "threadId": null,
+  "mirror": {
+    "sessionKey": "agent:haonan:main",
+    "agentId": "haonan",
+    "text": "我遇到了一个问题：需要指定消息的目标聊天 ID。由于我无法自动获取当前 feishu 聊天的 ID，请您提供当前的 chat ID，然后我将发送 evolver 每日报告给您。\n\n或者，您也可以直接查看以下关键信息：\n\n## 🧬 Capability Evolver 每日报告摘要\n\n**运行时间**: 2026年 03月 24日 02:20\n\n**执行结果**: ✅ 成功\n- 意图: 修复 (Repair)\n- 变更规模: 6 文件，+550/-13 行\n\n**Git 操作**:\n- 备份前: 4cf130e\n- 备份后: 4c217ef\n- 已推送到 main 分支\n\n**本次变更**:\n- 修改: evolution_solidify_state.json, evolution_state.json, memory_graph_state.json, personality_state.json\n- 新增: gep_prompt_Cycle_#0019 运行记录\n\n**核心改进**: 优化了 evolver 的日志信号检测和 fallback 行为，增强了对 session transcript 和 memory snippet 的处理能力。\n\n---\n\n完整的详细报告已保存到 `~/work/backup/evolver-output.txt`"
+  },
+  "retryCount": 1,
+  "lastAttemptAt": 1774290056970,
+  "lastError": "Request failed with status code 400"
+}
\ No newline at end of file
diff --git a/feishu/dedup/feishu-dev.json b/feishu/dedup/feishu-dev.json
index 6fa5f8c..1b36923 100644
--- a/feishu/dedup/feishu-dev.json
+++ b/feishu/dedup/feishu-dev.json
@@ -1,3 +1,4 @@
 {
-  "om_x100b546dc3b650a4b2c0139d2df31a7": 1773508824362
+  "om_x100b532b017e8888c3a0136d9b7f7f2": 1774318843849,
+  "om_x100b532b194650a0c36bf5fbc6227fe": 1774318969416
 }
diff --git a/feishu/dedup/feishu-pm.json b/feishu/dedup/feishu-pm.json
index daab491..60c2b35 100644
--- a/feishu/dedup/feishu-pm.json
+++ b/feishu/dedup/feishu-pm.json
@@ -1,3 +1,4 @@
 {
-  "om_x100b5440a54d84acb3898a37411f37b": 1773620920592
+  "om_x100b532a03c1d884b350fece245e81f": 1774314705465,
+  "om_x100b532a1a981888b3b8e9357c02848": 1774314822045
 }
diff --git a/feishu/dedup/feishu-worker.json b/feishu/dedup/feishu-worker.json
index 2d53afd..6a425e2 100644
--- a/feishu/dedup/feishu-worker.json
+++ b/feishu/dedup/feishu-worker.json
@@ -4,5 +4,9 @@
   "om_x100b5322c4c40ca4c3701e80050a2ca": 1774282913137,
   "om_x100b5322c56c10acc4cd9e07359bb10": 1774282938532,
   "om_x100b5322d34338a4c3797f179b05ab0": 1774283225420,
-  "om_x100b532287a368a0c4cc418c0192b3a": 1774283927392
+  "om_x100b532287a368a0c4cc418c0192b3a": 1774283927392,
+  "om_x100b532aeb69d8b0b37a2ff9e3a0df2": 1774316122925,
+  "om_x100b532ae20f0108b4cd51b86dabb90": 1774316237021,
+  "om_x100b532b710658acc4ed39abd970867": 1774318589350,
+  "om_x100b532b0f24e888c452377e2aed034": 1774318623255
 }
diff --git a/identity/device-auth.json b/identity/device-auth.json
index c053678..62bba65 100644
--- a/identity/device-auth.json
+++ b/identity/device-auth.json
@@ -10,7 +10,7 @@
         "operator.approvals",
         "operator.pairing"
       ],
-      "updatedAtMs": 1774289414189
+      "updatedAtMs": 1774375221164
     }
   }
 }
diff --git a/logs/commands.log b/logs/commands.log
index be57c2c..ca0c231 100644
--- a/logs/commands.log
+++ b/logs/commands.log
@@ -68,3 +68,4 @@
 {"timestamp":"2026-03-21T14:26:51.250Z","action":"new","sessionKey":"agent:knowledge-base:main","senderId":"ou_9351c287f42069fa30366ac641d24df7","source":"feishu"}
 {"timestamp":"2026-03-21T14:49:40.665Z","action":"new","sessionKey":"agent:knowledge-base:main","senderId":"ou_9351c287f42069fa30366ac641d24df7","source":"feishu"}
 {"timestamp":"2026-03-23T16:21:53.453Z","action":"new","sessionKey":"agent:knowledge-base:main","senderId":"ou_9351c287f42069fa30366ac641d24df7","source":"feishu"}
+{"timestamp":"2026-03-24T02:16:29.738Z","action":"new","sessionKey":"agent:knowledge-base:main","senderId":"ou_9351c287f42069fa30366ac641d24df7","source":"feishu"}
diff --git a/skills/kb_workflow/auth/__pycache__/cookie_manager.cpython-312.pyc b/skills/kb_workflow/auth/__pycache__/cookie_manager.cpython-312.pyc
new file mode 100644
index 0000000..72a07b1
Binary files /dev/null and b/skills/kb_workflow/auth/__pycache__/cookie_manager.cpython-312.pyc differ