diff --git a/agents/dev-assist/sessions/sessions.json b/agents/dev-assist/sessions/sessions.json
index 1374be3..9f1d3f1 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": "535c33ce-a21b-4cb6-82b9-28901cf0c562",
-    "updatedAt": 1776355396262,
+    "sessionId": "ba3c99cd-f308-4faa-babd-6d38c120f078",
+    "updatedAt": 1776439899259,
     "systemSent": true,
     "abortedLastRun": false,
     "authProfileOverride": "minimax:cn",
@@ -372,7 +372,7 @@
       "to": "user:ou_302b162eb824d405718845441a32d9cf",
       "accountId": "feishu-dev"
     },
-    "sessionFile": "/home/starmen1265/.openclaw/agents/dev-assist/sessions/535c33ce-a21b-4cb6-82b9-28901cf0c562.jsonl",
+    "sessionFile": "/home/starmen1265/.openclaw/agents/dev-assist/sessions/ba3c99cd-f308-4faa-babd-6d38c120f078.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>",
@@ -424,16 +424,14 @@
       "version": 0
     },
     "status": "done",
-    "startedAt": 1776355379211,
-    "endedAt": 1776355396247,
-    "runtimeMs": 17036,
+    "startedAt": 1776439865457,
     "modelProvider": "minimax",
     "model": "MiniMax-M2.7-highspeed",
     "contextTokens": 204800,
     "systemPromptReport": {
       "source": "run",
-      "generatedAt": 1776355379200,
-      "sessionId": "535c33ce-a21b-4cb6-82b9-28901cf0c562",
+      "generatedAt": 1776439865447,
+      "sessionId": "ba3c99cd-f308-4faa-babd-6d38c120f078",
       "sessionKey": "agent:dev-assist:main",
       "provider": "minimax",
       "model": "MiniMax-M2.7-highspeed",
@@ -452,8 +450,8 @@
         "sandboxed": false
       },
       "systemPrompt": {
-        "chars": 28251,
-        "projectContextChars": 14007,
+        "chars": 29549,
+        "projectContextChars": 15305,
         "nonProjectContextChars": 14244
       },
       "injectedWorkspaceFiles": [
@@ -521,6 +519,18 @@
           "injectedChars": 18,
           "truncated": false
         },
+        {
+          "path": "SELF_IMPROVEMENT_REMINDER.md",
+          "rawChars": 616,
+          "injectedChars": 616,
+          "truncated": false
+        },
+        {
+          "path": "SELF_IMPROVEMENT_REMINDER.md",
+          "rawChars": 616,
+          "injectedChars": 616,
+          "truncated": false
+        },
         {
           "path": "SELF_IMPROVEMENT_REMINDER.md",
           "rawChars": 616,
@@ -765,11 +775,13 @@
       }
     },
     "inputTokens": 86,
-    "outputTokens": 364,
+    "outputTokens": 1361,
     "cacheRead": 0,
-    "cacheWrite": 17762,
-    "estimatedCostUsd": 0.0071233500000000005,
-    "totalTokens": 17848,
-    "totalTokensFresh": true
+    "cacheWrite": 20050,
+    "estimatedCostUsd": 0.021770415,
+    "totalTokens": 20136,
+    "totalTokensFresh": true,
+    "endedAt": 1776439899248,
+    "runtimeMs": 33791
   }
 }
\ No newline at end of file
diff --git a/agents/haonan/sessions/sessions.json b/agents/haonan/sessions/sessions.json
index 953cfd5..adb9311 100644
--- a/agents/haonan/sessions/sessions.json
+++ b/agents/haonan/sessions/sessions.json
@@ -51,12 +51,12 @@
     "abortedLastRun": false,
     "chatType": "direct",
     "origin": {
-      "label": "feishu:oc_chat_123456789",
+      "label": "feishu:oc_f86956cb9cecb7ad38c0f621377a23ae",
       "provider": "feishu",
       "surface": "feishu",
       "chatType": "direct",
-      "from": "feishu:oc_chat_123456789",
-      "to": "oc_chat_123456789",
+      "from": "feishu:oc_f86956cb9cecb7ad38c0f621377a23ae",
+      "to": "oc_f86956cb9cecb7ad38c0f621377a23ae",
       "accountId": "feishu-pm"
     },
     "sessionFile": "/home/starmen1265/.openclaw/agents/haonan/sessions/e511331d-30a9-44f0-a980-b5079fe4236c.jsonl",
@@ -721,8 +721,8 @@
     "memoryFlushCompactionCount": 0
   },
   "agent:haonan:cron:41396aeb-6e3a-47b2-9bd3-9156a348c1dc": {
-    "sessionId": "3215da08-4a09-4075-9207-e0d6d785de71",
-    "updatedAt": 1776362400036,
+    "sessionId": "0b06115f-e051-4058-ac4e-c309d0740738",
+    "updatedAt": 1776448800036,
     "systemSent": true,
     "model": "glm-5",
     "contextTokens": 200000,
@@ -763,19 +763,19 @@
       "version": 0
     },
     "modelProvider": "zhipu",
-    "inputTokens": 15432,
-    "outputTokens": 73,
-    "totalTokens": 18853,
+    "inputTokens": 15187,
+    "outputTokens": 83,
+    "totalTokens": 18638,
     "totalTokensFresh": true,
-    "cacheRead": 22208,
+    "cacheRead": 22016,
     "cacheWrite": 0,
     "authProfileOverride": "minimax:cn",
     "authProfileOverrideSource": "auto",
     "authProfileOverrideCompactionCount": 0,
     "systemPromptReport": {
       "source": "run",
-      "generatedAt": 1776362466328,
-      "sessionId": "3215da08-4a09-4075-9207-e0d6d785de71",
+      "generatedAt": 1776448860438,
+      "sessionId": "0b06115f-e051-4058-ac4e-c309d0740738",
       "sessionKey": "agent:haonan:cron:41396aeb-6e3a-47b2-9bd3-9156a348c1dc",
       "provider": "zhipu",
       "model": "glm-5",
@@ -1104,7 +1104,7 @@
   },
   "agent:haonan:cron:f03b184f-5f1d-4093-ae1b-fc9fe0b59eef": {
     "sessionId": "b84ce768-ea9c-4abb-b59e-c82d434bde84",
-    "updatedAt": 1776363600228,
+    "updatedAt": 1776363600036,
     "systemSent": true,
     "model": "glm-4.7-FlashX",
     "contextTokens": 200000,
@@ -1145,9 +1145,9 @@
       "version": 0
     },
     "modelProvider": "zhipu",
-    "inputTokens": 9105,
-    "outputTokens": 1506,
-    "totalTokens": 27191,
+    "inputTokens": 105282,
+    "outputTokens": 4539,
+    "totalTokens": 29370,
     "deliveryContext": {
       "channel": "webchat"
     },
@@ -1156,15 +1156,15 @@
     "sessionFile": "/home/starmen1265/.openclaw/agents/haonan/sessions/ccc40ca7-7876-4d82-ab84-7b790feddc19.jsonl",
     "abortedLastRun": false,
     "totalTokensFresh": true,
-    "cacheRead": 186176,
+    "cacheRead": 235943,
     "cacheWrite": 0,
     "systemPromptReport": {
       "source": "run",
-      "generatedAt": 1776277260308,
-      "sessionId": "84c47435-44f4-4ec3-afb0-1bdfaed69aa6",
+      "generatedAt": 1776363600219,
+      "sessionId": "b84ce768-ea9c-4abb-b59e-c82d434bde84",
       "sessionKey": "agent:haonan:cron:f03b184f-5f1d-4093-ae1b-fc9fe0b59eef",
       "provider": "zhipu",
-      "model": "glm-5",
+      "model": "glm-4.7-FlashX",
       "workspaceDir": "/home/starmen1265/.openclaw/agents/haonan/workspace",
       "bootstrapMaxChars": 20000,
       "bootstrapTotalMaxChars": 150000,
@@ -1180,8 +1180,8 @@
         "sandboxed": false
       },
       "systemPrompt": {
-        "chars": 23534,
-        "projectContextChars": 14014,
+        "chars": 23543,
+        "projectContextChars": 14023,
         "nonProjectContextChars": 9520
       },
       "injectedWorkspaceFiles": [
@@ -1488,7 +1488,7 @@
     },
     "estimatedCostUsd": 0,
     "status": "running",
-    "startedAt": 1776363600225
+    "startedAt": 1775931600223
   },
   "agent:haonan:cron:3245fca7-045b-4977-8fab-020f6df2e453": {
     "sessionId": "8debcda0-e8fd-44c3-8c30-da668f3efab2",
@@ -1530,8 +1530,8 @@
     "cacheWrite": 0
   },
   "agent:haonan:cron:aa4d2de9-79be-4262-83ee-af8824793bfc": {
-    "sessionId": "74b18581-bd93-4dfc-82be-d65ee80442c5",
-    "updatedAt": 1776363000034,
+    "sessionId": "18fed7f4-9f15-4fbf-b71c-1ccf3ea14c03",
+    "updatedAt": 1776449400259,
     "systemSent": true,
     "label": "Cron: openclaw-git-sync",
     "skillsSnapshot": {
@@ -1909,777 +1909,10 @@
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-    "estimatedCostUsd": 0.13553064
-  },
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-    "sessionId": "84c47435-44f4-4ec3-afb0-1bdfaed69aa6",
-    "updatedAt": 1776277200032,
-    "systemSent": true,
-    "model": "glm-5",
-    "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": [
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-          "name": "capability-evolver"
-        },
-        {
-          "name": "clawlist"
-        }
-      ],
-      "skillFilter": [
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-        "capability-evolver",
-        "self-improving-agent"
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-      "resolvedSkills": [
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-          "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
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-      "version": 0
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-  "agent:haonan:cron:41396aeb-6e3a-47b2-9bd3-9156a348c1dc:run:3215da08-4a09-4075-9207-e0d6d785de71": {
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+          "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": 15187,
+    "outputTokens": 83,
+    "totalTokens": 18638,
+    "totalTokensFresh": true,
+    "cacheRead": 22016,
+    "cacheWrite": 0,
+    "authProfileOverride": "minimax:cn",
+    "authProfileOverrideSource": "auto",
+    "authProfileOverrideCompactionCount": 0,
+    "systemPromptReport": {
+      "source": "run",
+      "generatedAt": 1776448860438,
+      "sessionId": "0b06115f-e051-4058-ac4e-c309d0740738",
+      "sessionKey": "agent:haonan:cron:41396aeb-6e3a-47b2-9bd3-9156a348c1dc",
+      "provider": "zhipu",
       "model": "glm-5",
       "workspaceDir": "/home/starmen1265/.openclaw/agents/haonan/workspace",
       "bootstrapMaxChars": 20000,
@@ -3447,8 +3064,388 @@
         ]
       }
     },
-    "estimatedCostUsd": 0,
-    "status": "running",
-    "startedAt": 1775931600223
+    "estimatedCostUsd": 0
+  },
+  "agent:haonan:cron:aa4d2de9-79be-4262-83ee-af8824793bfc:run:18fed7f4-9f15-4fbf-b71c-1ccf3ea14c03": {
+    "sessionId": "18fed7f4-9f15-4fbf-b71c-1ccf3ea14c03",
+    "updatedAt": 1776449400010,
+    "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": "minimax",
+    "model": "MiniMax-M2.7-highspeed",
+    "contextTokens": 204800,
+    "inputTokens": 520,
+    "outputTokens": 157,
+    "totalTokens": 18986,
+    "totalTokensFresh": true,
+    "cacheRead": 18564,
+    "cacheWrite": 18694,
+    "authProfileOverride": "minimax:cn",
+    "authProfileOverrideSource": "auto",
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+    "systemPromptReport": {
+      "source": "run",
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+      "sessionId": "74b18581-bd93-4dfc-82be-d65ee80442c5",
+      "sessionKey": "agent:haonan:cron:aa4d2de9-79be-4262-83ee-af8824793bfc",
+      "provider": "minimax",
+      "model": "MiniMax-M2.7-highspeed",
+      "workspaceDir": "/home/starmen1265/.openclaw/agents/haonan/workspace",
+      "bootstrapMaxChars": 20000,
+      "bootstrapTotalMaxChars": 150000,
+      "bootstrapTruncation": {
+        "warningMode": "once",
+        "warningShown": false,
+        "truncatedFiles": 0,
+        "nearLimitFiles": 0,
+        "totalNearLimit": false
+      },
+      "sandbox": {
+        "mode": "off",
+        "sandboxed": false
+      },
+      "systemPrompt": {
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+        "projectContextChars": 14033,
+        "nonProjectContextChars": 10001
+      },
+      "injectedWorkspaceFiles": [
+        {
+          "name": "AGENTS.md",
+          "path": "/home/starmen1265/.openclaw/agents/haonan/workspace/AGENTS.md",
+          "missing": false,
+          "rawChars": 11295,
+          "injectedChars": 11295,
+          "truncated": false
+        },
+        {
+          "name": "SOUL.md",
+          "path": "/home/starmen1265/.openclaw/agents/haonan/workspace/SOUL.md",
+          "missing": false,
+          "rawChars": 285,
+          "injectedChars": 285,
+          "truncated": false
+        },
+        {
+          "name": "TOOLS.md",
+          "path": "/home/starmen1265/.openclaw/agents/haonan/workspace/TOOLS.md",
+          "missing": false,
+          "rawChars": 572,
+          "injectedChars": 572,
+          "truncated": false
+        },
+        {
+          "name": "IDENTITY.md",
+          "path": "/home/starmen1265/.openclaw/agents/haonan/workspace/IDENTITY.md",
+          "missing": false,
+          "rawChars": 130,
+          "injectedChars": 130,
+          "truncated": false
+        },
+        {
+          "name": "USER.md",
+          "path": "/home/starmen1265/.openclaw/agents/haonan/workspace/USER.md",
+          "missing": false,
+          "rawChars": 132,
+          "injectedChars": 132,
+          "truncated": false
+        },
+        {
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+          "injectedChars": 616,
+          "truncated": false
+        }
+      ],
+      "skills": {
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+        "entries": [
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+            "blockChars": 290
+          },
+          {
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+          }
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+            "schemaChars": 1103,
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+          },
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+            "name": "sessions_spawn",
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+            "schemaChars": 1179,
+            "propertiesCount": 17
+          },
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+            "schemaChars": 191,
+            "propertiesCount": 4
+          },
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+            "summaryChars": 262,
+            "schemaChars": 89,
+            "propertiesCount": 2
+          },
+          {
+            "name": "web_search",
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+          },
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+            "schemaChars": 374,
+            "propertiesCount": 3
+          },
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+            "name": "image",
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+            "schemaChars": 342,
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+          },
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+            "name": "browser",
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+          },
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+          },
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+          },
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+          },
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+          },
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+          },
+          {
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+            "propertiesCount": 2
+          },
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+            "propertiesCount": 5
+          },
+          {
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+            "schemaChars": 139,
+            "propertiesCount": 3
+          },
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+            "schemaChars": 128,
+            "propertiesCount": 3
+          }
+        ]
+      }
+    },
+    "estimatedCostUsd": 0.13553064
   }
 }
\ No newline at end of file
diff --git a/agents/ui-designer/sessions/sessions.json b/agents/ui-designer/sessions/sessions.json
index edff93f..6109de5 100644
--- a/agents/ui-designer/sessions/sessions.json
+++ b/agents/ui-designer/sessions/sessions.json
@@ -449,8 +449,8 @@
     "runtimeMs": 2017
   },
   "agent:ui-designer:cron:a1b2c3d4-e5f6-7890-abcd-ef1234567890": {
-    "sessionId": "023b5797-68df-4c0b-85d7-aced208afa5b",
-    "updatedAt": 1776324686164,
+    "sessionId": "3442815d-ef0e-40fd-b293-3b7840197bfe",
+    "updatedAt": 1776411062424,
     "systemSent": true,
     "label": "Cron: 中国核建每日跟踪",
     "skillsSnapshot": {
@@ -816,13 +816,13 @@
     },
     "estimatedCostUsd": 0,
     "status": "failed",
-    "startedAt": 1776324684230,
-    "endedAt": 1776324686160,
-    "runtimeMs": 1930
+    "startedAt": 1776411060396,
+    "endedAt": 1776411062421,
+    "runtimeMs": 2025
   },
   "agent:ui-designer:cron:b2c3d4e5-f6a7-8901-bcde-f12345678901": {
-    "sessionId": "b8da7329-2422-4e2b-8fc4-41a31fd9da9b",
-    "updatedAt": 1776324880446,
+    "sessionId": "9972a741-3a81-4aae-8807-3092c3d48169",
+    "updatedAt": 1776411388670,
     "systemSent": true,
     "label": "Cron: 中国海油每日跟踪",
     "skillsSnapshot": {
@@ -1184,11 +1184,16 @@
         ]
       }
     },
-    "estimatedCostUsd": 1.4345919750000002
+    "estimatedCostUsd": 1.4345919750000002,
+    "status": "failed",
+    "startedAt": 1776411386705,
+    "abortedLastRun": false,
+    "endedAt": 1776411388667,
+    "runtimeMs": 1962
   },
   "agent:ui-designer:cron:c3d4e5f6-a7b8-9012-cdef-234567890123": {
-    "sessionId": "22a5351f-e2d3-4499-a781-d3bb3006563a",
-    "updatedAt": 1776297617305,
+    "sessionId": "274421a6-7b0a-4e14-9a6c-41ea32ce69aa",
+    "updatedAt": 1776384080943,
     "systemSent": true,
     "label": "Cron: 每日热点新闻追踪",
     "skillsSnapshot": {
@@ -1215,13 +1220,13 @@
       "version": 0
     },
     "modelProvider": "zhipu",
-    "model": "glm-5",
+    "model": "glm-4.7-FlashX",
     "contextTokens": 200000,
-    "inputTokens": 29499,
-    "outputTokens": 3281,
-    "totalTokens": 32619,
+    "inputTokens": 102741,
+    "outputTokens": 5251,
+    "totalTokens": 36125,
     "totalTokensFresh": true,
-    "cacheRead": 282560,
+    "cacheRead": 36842,
     "cacheWrite": 0,
     "sessionFile": "/home/starmen1265/.openclaw/agents/ui-designer/sessions/3795c952-0d99-470a-8bee-9f63b83abedd.jsonl",
     "abortedLastRun": false,
@@ -1230,11 +1235,11 @@
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     "systemPromptReport": {
       "source": "run",
-      "generatedAt": 1776297677635,
-      "sessionId": "22a5351f-e2d3-4499-a781-d3bb3006563a",
+      "generatedAt": 1776384265154,
+      "sessionId": "274421a6-7b0a-4e14-9a6c-41ea32ce69aa",
       "sessionKey": "agent:ui-designer:cron:c3d4e5f6-a7b8-9012-cdef-234567890123",
       "provider": "zhipu",
-      "model": "glm-5",
+      "model": "glm-4.7-FlashX",
       "workspaceDir": "/home/starmen1265/.openclaw/agents/ui-designer/workspace",
       "bootstrapMaxChars": 20000,
       "bootstrapTotalMaxChars": 150000,
@@ -1250,8 +1255,8 @@
         "sandboxed": false
       },
       "systemPrompt": {
-        "chars": 14708,
-        "projectContextChars": 5529,
+        "chars": 14717,
+        "projectContextChars": 5538,
         "nonProjectContextChars": 9179
       },
       "injectedWorkspaceFiles": [
@@ -1877,9 +1882,9 @@
     "cacheWrite": 13665,
     "estimatedCostUsd": 0.08997547499999999
   },
-  "agent:ui-designer:cron:c3d4e5f6-a7b8-9012-cdef-234567890123:run:22a5351f-e2d3-4499-a781-d3bb3006563a": {
-    "sessionId": "22a5351f-e2d3-4499-a781-d3bb3006563a",
-    "updatedAt": 1776297617305,
+  "agent:ui-designer:cron:c3d4e5f6-a7b8-9012-cdef-234567890123:run:274421a6-7b0a-4e14-9a6c-41ea32ce69aa": {
+    "sessionId": "274421a6-7b0a-4e14-9a6c-41ea32ce69aa",
+    "updatedAt": 1776384080943,
     "systemSent": true,
     "label": "Cron: 每日热点新闻追踪",
     "skillsSnapshot": {
@@ -1906,13 +1911,13 @@
       "version": 0
     },
     "modelProvider": "zhipu",
-    "model": "glm-5",
+    "model": "glm-4.7-FlashX",
     "contextTokens": 200000,
-    "inputTokens": 29499,
-    "outputTokens": 3281,
-    "totalTokens": 32619,
+    "inputTokens": 102741,
+    "outputTokens": 5251,
+    "totalTokens": 36125,
     "totalTokensFresh": true,
-    "cacheRead": 282560,
+    "cacheRead": 36842,
     "cacheWrite": 0,
     "sessionFile": "/home/starmen1265/.openclaw/agents/ui-designer/sessions/3795c952-0d99-470a-8bee-9f63b83abedd.jsonl",
     "abortedLastRun": false,
@@ -1921,11 +1926,11 @@
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       "source": "run",
-      "generatedAt": 1776297677635,
-      "sessionId": "22a5351f-e2d3-4499-a781-d3bb3006563a",
+      "generatedAt": 1776384265154,
+      "sessionId": "274421a6-7b0a-4e14-9a6c-41ea32ce69aa",
       "sessionKey": "agent:ui-designer:cron:c3d4e5f6-a7b8-9012-cdef-234567890123",
       "provider": "zhipu",
-      "model": "glm-5",
+      "model": "glm-4.7-FlashX",
       "workspaceDir": "/home/starmen1265/.openclaw/agents/ui-designer/workspace",
       "bootstrapMaxChars": 20000,
       "bootstrapTotalMaxChars": 150000,
@@ -1941,8 +1946,8 @@
         "sandboxed": false
       },
       "systemPrompt": {
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-        "projectContextChars": 5529,
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@@ -2249,9 +2254,9 @@
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-  "agent:ui-designer:cron:a1b2c3d4-e5f6-7890-abcd-ef1234567890:run:023b5797-68df-4c0b-85d7-aced208afa5b": {
-    "sessionId": "023b5797-68df-4c0b-85d7-aced208afa5b",
-    "updatedAt": 1776324600034,
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+    "sessionId": "3442815d-ef0e-40fd-b293-3b7840197bfe",
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     "systemSent": true,
     "label": "Cron: 中国核建每日跟踪",
     "skillsSnapshot": {
@@ -2617,13 +2622,13 @@
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     "status": "failed",
-    "startedAt": 1776238260362,
-    "endedAt": 1776238262388,
-    "runtimeMs": 2026
+    "startedAt": 1776324684230,
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-  "agent:ui-designer:cron:b2c3d4e5-f6a7-8901-bcde-f12345678901:run:b8da7329-2422-4e2b-8fc4-41a31fd9da9b": {
-    "sessionId": "b8da7329-2422-4e2b-8fc4-41a31fd9da9b",
-    "updatedAt": 1776324880446,
+  "agent:ui-designer:cron:b2c3d4e5-f6a7-8901-bcde-f12345678901:run:9972a741-3a81-4aae-8807-3092c3d48169": {
+    "sessionId": "9972a741-3a81-4aae-8807-3092c3d48169",
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     "systemSent": true,
     "label": "Cron: 中国海油每日跟踪",
     "skillsSnapshot": {
diff --git a/cron/jobs.json b/cron/jobs.json
index f9a101b..4b4e3fe 100644
--- a/cron/jobs.json
+++ b/cron/jobs.json
@@ -7,7 +7,7 @@
       "name": "backup-openclaw-json",
       "enabled": true,
       "createdAtMs": 1772261581796,
-      "updatedAtMs": 1776362475828,
+      "updatedAtMs": 1776448871767,
       "schedule": {
         "kind": "cron",
         "expr": "0 2 * * *",
@@ -23,10 +23,10 @@
         "mode": "announce"
       },
       "state": {
-        "nextRunAtMs": 1776448800000,
-        "lastRunAtMs": 1776362400006,
+        "nextRunAtMs": 1776535200000,
+        "lastRunAtMs": 1776448800006,
         "lastStatus": "ok",
-        "lastDurationMs": 75822,
+        "lastDurationMs": 71761,
         "consecutiveErrors": 0,
         "lastRunStatus": "ok",
         "lastDelivered": true,
@@ -59,7 +59,8 @@
         "consecutiveErrors": 0,
         "lastRunStatus": "ok",
         "lastDeliveryStatus": "delivered",
-        "lastDelivered": true
+        "lastDelivered": true,
+        "runningAtMs": 1776449400003
       },
       "delivery": {
         "mode": "announce"
@@ -71,7 +72,7 @@
       "name": "capability-evolver-daily",
       "enabled": true,
       "createdAtMs": 1772550743528,
-      "updatedAtMs": 1776277339818,
+      "updatedAtMs": 1776363749862,
       "schedule": {
         "kind": "cron",
         "expr": "20 2 * * *",
@@ -92,14 +93,14 @@
         "to": "feishu-pm"
       },
       "state": {
-        "nextRunAtMs": 1776363600000,
-        "lastRunAtMs": 1776277200004,
+        "nextRunAtMs": 1776450000000,
+        "lastRunAtMs": 1776363600007,
         "lastStatus": "error",
-        "lastDurationMs": 139814,
-        "consecutiveErrors": 15,
+        "lastDurationMs": 149855,
+        "consecutiveErrors": 16,
         "lastRunStatus": "error",
         "lastDeliveryStatus": "unknown",
-        "runningAtMs": 1776363600004
+        "lastError": "AxiosError: Request failed with status code 400"
       }
     },
     {
@@ -109,7 +110,7 @@
       "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": 1776277812973,
+      "updatedAtMs": 1776364282771,
       "schedule": {
         "kind": "cron",
         "expr": "30 2 * * *",
@@ -127,11 +128,11 @@
         "channel": "last"
       },
       "state": {
-        "nextRunAtMs": 1776364200000,
-        "lastRunAtMs": 1776277800007,
+        "nextRunAtMs": 1776450600000,
+        "lastRunAtMs": 1776364200029,
         "lastRunStatus": "ok",
         "lastStatus": "ok",
-        "lastDurationMs": 12966,
+        "lastDurationMs": 82742,
         "lastDeliveryStatus": "delivered",
         "consecutiveErrors": 0,
         "lastDelivered": true
@@ -143,7 +144,7 @@
       "name": "zq_workspace_sync",
       "enabled": true,
       "createdAtMs": 1772551807455,
-      "updatedAtMs": 1776278400034,
+      "updatedAtMs": 1776364800033,
       "schedule": {
         "expr": "40 2 * * *",
         "kind": "cron",
@@ -156,10 +157,10 @@
         "text": "执行 zq 工作区同步：bash ~/.openclaw/cron/scripts/zq_workspace_sync.sh"
       },
       "state": {
-        "nextRunAtMs": 1776364800000,
-        "lastRunAtMs": 1776278400006,
+        "nextRunAtMs": 1776451200000,
+        "lastRunAtMs": 1776364800006,
         "lastStatus": "skipped",
-        "lastDurationMs": 28,
+        "lastDurationMs": 27,
         "consecutiveErrors": 0,
         "lastRunStatus": "skipped",
         "lastDeliveryStatus": "not-requested",
@@ -173,7 +174,7 @@
       "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": 1776297617297,
+      "updatedAtMs": 1776384080936,
       "schedule": {
         "kind": "cron",
         "expr": "0 8 * * *",
@@ -191,11 +192,11 @@
         "channel": "last"
       },
       "state": {
-        "nextRunAtMs": 1776384000000,
-        "lastRunAtMs": 1776297600004,
+        "nextRunAtMs": 1776470400000,
+        "lastRunAtMs": 1776384000007,
         "lastRunStatus": "ok",
         "lastStatus": "ok",
-        "lastDurationMs": 17293,
+        "lastDurationMs": 80929,
         "lastDelivered": true,
         "lastDeliveryStatus": "delivered",
         "consecutiveErrors": 0
@@ -208,7 +209,7 @@
       "description": "每天7点同步提醒到CalDAV日历",
       "enabled": true,
       "createdAtMs": 1772791528528,
-      "updatedAtMs": 1776294091458,
+      "updatedAtMs": 1776380497181,
       "schedule": {
         "kind": "cron",
         "expr": "0 7 * * *",
@@ -226,11 +227,11 @@
         "channel": "last"
       },
       "state": {
-        "nextRunAtMs": 1776380400000,
-        "lastRunAtMs": 1776294000006,
+        "nextRunAtMs": 1776466800000,
+        "lastRunAtMs": 1776380400005,
         "lastRunStatus": "ok",
         "lastStatus": "ok",
-        "lastDurationMs": 91452,
+        "lastDurationMs": 97176,
         "lastDeliveryStatus": "delivered",
         "consecutiveErrors": 0,
         "lastDelivered": true
@@ -279,7 +280,7 @@
       "description": "每日收盘后跟踪中国核建（601611）股价走势",
       "enabled": true,
       "createdAtMs": 1774231320000,
-      "updatedAtMs": 1776324880417,
+      "updatedAtMs": 1776411142100,
       "schedule": {
         "kind": "cron",
         "expr": "30 15 * * 1-5",
@@ -297,15 +298,15 @@
         "to": "user:ou_9847ce84b960736c14554730b41e4957"
       },
       "state": {
-        "nextRunAtMs": 1776411000000,
-        "lastRunAtMs": 1776324600005,
+        "nextRunAtMs": 1776670200000,
+        "lastRunAtMs": 1776411000007,
         "lastRunStatus": "error",
         "lastStatus": "error",
-        "lastDurationMs": 280412,
+        "lastDurationMs": 142093,
         "lastDeliveryStatus": "unknown",
-        "consecutiveErrors": 7,
+        "consecutiveErrors": 8,
         "lastErrorReason": "timeout",
-        "lastError": "FallbackSummaryError: All models failed (3): minimax/MiniMax-M2.7-highspeed: LLM request timed out. (unknown) | zhipu/glm-5: ⚠️ API rate limit reached. Please try again later. (rate_limit) | zhipu/glm-4.7-FlashX: LLM request timed out. (unknown)"
+        "lastError": "FallbackSummaryError: All models failed (3): minimax/MiniMax-M2.7-highspeed: LLM request timed out. (unknown) | zhipu/glm-5: ⚠️ API rate limit reached. Please try again later. (rate_limit) | zhipu/glm-4.7-FlashX: ⚠️ API rate limit reached. Please try again later. (rate_limit)"
       }
     },
     {
@@ -315,7 +316,7 @@
       "description": "每日收盘后跟踪中国海油（600938）股价走势",
       "enabled": true,
       "createdAtMs": 1774231920000,
-      "updatedAtMs": 1776325067589,
+      "updatedAtMs": 1776411468316,
       "schedule": {
         "kind": "cron",
         "expr": "30 15 * * 1-5",
@@ -333,14 +334,15 @@
         "to": "user:ou_9847ce84b960736c14554730b41e4957"
       },
       "state": {
-        "nextRunAtMs": 1776411000000,
-        "lastRunAtMs": 1776324880417,
-        "lastRunStatus": "ok",
-        "lastStatus": "ok",
-        "lastDurationMs": 187172,
-        "lastDelivered": true,
-        "lastDeliveryStatus": "delivered",
-        "consecutiveErrors": 0
+        "nextRunAtMs": 1776670200000,
+        "lastRunAtMs": 1776411142100,
+        "lastRunStatus": "error",
+        "lastStatus": "error",
+        "lastDurationMs": 326216,
+        "lastDeliveryStatus": "unknown",
+        "consecutiveErrors": 1,
+        "lastError": "FallbackSummaryError: All models failed (3): minimax/MiniMax-M2.7-highspeed: LLM request timed out. (unknown) | zhipu/glm-5: ⚠️ API rate limit reached. Please try again later. (rate_limit) | zhipu/glm-4.7-FlashX: ⚠️ API rate limit reached. Please try again later. (rate_limit)",
+        "lastErrorReason": "timeout"
       }
     },
     {
@@ -350,7 +352,7 @@
       "description": "每天早上8点追踪热点新闻并推送",
       "enabled": true,
       "createdAtMs": 1774274400000,
-      "updatedAtMs": 1776297819488,
+      "updatedAtMs": 1776384403401,
       "schedule": {
         "kind": "cron",
         "expr": "0 8 * * *",
@@ -368,14 +370,14 @@
         "to": "user:ou_9847ce84b960736c14554730b41e4957"
       },
       "state": {
-        "nextRunAtMs": 1776384000000,
-        "lastRunAtMs": 1776297617297,
+        "nextRunAtMs": 1776470400000,
+        "lastRunAtMs": 1776384080936,
         "lastRunStatus": "error",
         "lastStatus": "error",
-        "lastDurationMs": 202191,
+        "lastDurationMs": 322465,
         "lastDelivered": true,
         "lastDeliveryStatus": "delivered",
-        "consecutiveErrors": 1,
+        "consecutiveErrors": 2,
         "lastError": "⚠️ ✉️ Message failed"
       }
     }
diff --git a/feishu/dedup/feishu-dev.json b/feishu/dedup/feishu-dev.json
index 11af98d..da5f4f7 100644
--- a/feishu/dedup/feishu-dev.json
+++ b/feishu/dedup/feishu-dev.json
@@ -1,3 +1,6 @@
 {
-  "om_x100b5124cdd564a8b3c446f276f8539": 1776355378221
+  "om_x100b5124cdd564a8b3c446f276f8539": 1776355378221,
+  "om_x100b5110c1ec3ca0c4f2c3c87aa9dd0": 1776437490830,
+  "om_x100b5110db202d3cc31674443f7e3a9": 1776437599475,
+  "om_x100b51116d4c98a4c31ee619a688f50": 1776439864582
 }
diff --git a/tasks/runs.sqlite b/tasks/runs.sqlite
index c483412..908774a 100644
Binary files a/tasks/runs.sqlite and b/tasks/runs.sqlite differ
diff --git a/tasks/runs.sqlite-shm b/tasks/runs.sqlite-shm
index 96c7ed4..c739d0b 100644
Binary files a/tasks/runs.sqlite-shm and b/tasks/runs.sqlite-shm differ
diff --git a/tasks/runs.sqlite-wal b/tasks/runs.sqlite-wal
index 9d720d6..91e4689 100644
Binary files a/tasks/runs.sqlite-wal and b/tasks/runs.sqlite-wal differ