diff --git a/agents/haonan/sessions/sessions.json b/agents/haonan/sessions/sessions.json
index 19dd3b8..ead17a8 100644
--- a/agents/haonan/sessions/sessions.json
+++ b/agents/haonan/sessions/sessions.json
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 }
\ No newline at end of file
diff --git a/agents/thinker/agent/models.json b/agents/thinker/agent/models.json
index f230e4f..a7d6809 100644
--- a/agents/thinker/agent/models.json
+++ b/agents/thinker/agent/models.json
@@ -54,8 +54,9 @@
       "api": "openai-completions",
       "models": [
         {
-          "id": "glm-5",
-          "name": "glm 5",
+          "id": "glm-5.1",
+          "name": "glm 5.1",
+          "api": "openai-completions",
           "reasoning": false,
           "input": [
             "text"
@@ -67,12 +68,29 @@
             "cacheWrite": 0
           },
           "contextWindow": 200000,
+          "maxTokens": 8192
+        },
+        {
+          "id": "glm-5-turbo",
+          "name": "glm 5 turbo",
+          "reasoning": false,
+          "input": [
+            "text"
+          ],
+          "contextWindow": 200000,
           "maxTokens": 8192,
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "api": "openai-completions"
         },
         {
           "id": "glm-4.7-FlashX",
           "name": "glm 4.7 FlashX",
+          "api": "openai-completions",
           "reasoning": false,
           "input": [
             "text"
@@ -84,8 +102,7 @@
             "cacheWrite": 0
           },
           "contextWindow": 200000,
-          "maxTokens": 8192,
-          "api": "openai-completions"
+          "maxTokens": 8192
         }
       ]
     },
@@ -176,7 +193,8 @@
             "cacheWrite": 0.375
           },
           "contextWindow": 204800,
-          "maxTokens": 131072
+          "maxTokens": 131072,
+          "api": "anthropic-messages"
         }
       ],
       "apiKey": "sk-cp-8PugyKE2xsG0S4x4KzDuuIV6Z9bT1NFwkpfrOSG05djFVExAgYEPpp7iUaTcugT6_P4uBYIN9S75l3ij-Yd2Ct8f6CxdKWdgFahESfn_jla-SlU6oGUCBjk"
diff --git a/agents/thinker/sessions/sessions.json b/agents/thinker/sessions/sessions.json
index 246738f..3b347d1 100644
--- a/agents/thinker/sessions/sessions.json
+++ b/agents/thinker/sessions/sessions.json
@@ -1,7 +1,7 @@
 {
   "agent:thinker:main": {
-    "sessionId": "9298a8af-ae1a-4ccc-82ca-42f9d53687df",
-    "updatedAt": 1777375400479,
+    "sessionId": "b737e310-adae-4594-a5e2-63375f486f1b",
+    "updatedAt": 1782234053372,
     "systemSent": true,
     "abortedLastRun": false,
     "authProfileOverride": "minimax:cn",
@@ -25,7 +25,7 @@
       "to": "user:ou_a0f6627b64d2dc8b0236671603d1e47b",
       "accountId": "feishu-qa"
     },
-    "sessionFile": "/home/starmen1265/.openclaw/agents/thinker/sessions/9298a8af-ae1a-4ccc-82ca-42f9d53687df.jsonl",
+    "sessionFile": "/home/starmen1265/.openclaw/agents/thinker/sessions/b737e310-adae-4594-a5e2-63375f486f1b.jsonl",
     "compactionCount": 0,
     "skillsSnapshot": {
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@@ -57,18 +57,21 @@
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-    "startedAt": 1777375393983,
-    "modelProvider": "minimax",
-    "model": "MiniMax-M2.7-highspeed",
-    "contextTokens": 204800,
+    "status": "failed",
+    "startedAt": 1782233956135,
+    "fallbackNoticeSelectedModel": "minimax/MiniMax-M2.7-highspeed",
+    "fallbackNoticeActiveModel": "zhipu/glm-5",
+    "fallbackNoticeReason": "rate limit",
+    "modelProvider": "zhipu",
+    "model": "glm-5",
+    "contextTokens": 200000,
     "systemPromptReport": {
       "source": "run",
-      "generatedAt": 1777375393973,
-      "sessionId": "9298a8af-ae1a-4ccc-82ca-42f9d53687df",
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+      "sessionId": "b737e310-adae-4594-a5e2-63375f486f1b",
       "sessionKey": "agent:thinker:main",
-      "provider": "minimax",
-      "model": "MiniMax-M2.7-highspeed",
+      "provider": "zhipu",
+      "model": "glm-5",
       "workspaceDir": "/home/starmen1265/.openclaw/agents/thinker/workspace",
       "bootstrapMaxChars": 20000,
       "bootstrapTotalMaxChars": 150000,
@@ -84,9 +87,9 @@
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@@ -169,6 +172,60 @@
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@@ -408,14 +465,13 @@
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-    "cacheRead": 10399,
-    "cacheWrite": 9948,
-    "estimatedCostUsd": 0.029301495000000004,
-    "totalTokens": 20433,
+    "inputTokens": 11881,
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+    "cacheRead": 18496,
+    "cacheWrite": 0,
+    "totalTokens": 30377,
     "totalTokensFresh": true,
-    "endedAt": 1777375400467,
-    "runtimeMs": 6484
+    "endedAt": 1782233960482,
+    "runtimeMs": 4347
   }
 }
\ No newline at end of file
diff --git a/agents/ui-designer/sessions/sessions.json b/agents/ui-designer/sessions/sessions.json
index 045a439..155892e 100644
--- a/agents/ui-designer/sessions/sessions.json
+++ b/agents/ui-designer/sessions/sessions.json
@@ -809,8 +809,8 @@
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   },
   "agent:ui-designer:cron:a1b2c3d4-e5f6-7890-abcd-ef1234567890": {
-    "sessionId": "09b6fea7-dd69-47e5-9915-06757817c2db",
-    "updatedAt": 1782113462386,
+    "sessionId": "04cf2b4e-7df8-4f2a-8964-927c29e51567",
+    "updatedAt": 1782199862404,
     "systemSent": true,
     "label": "Cron: 中国核建每日跟踪",
     "skillsSnapshot": {
@@ -1176,13 +1176,13 @@
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     "status": "failed",
-    "startedAt": 1782113460390,
-    "endedAt": 1782113462380,
-    "runtimeMs": 1990
+    "startedAt": 1782199860430,
+    "endedAt": 1782199862398,
+    "runtimeMs": 1968
   },
   "agent:ui-designer:cron:b2c3d4e5-f6a7-8901-bcde-f12345678901": {
-    "sessionId": "687d52f2-1dfe-44e7-b40a-81aeca57c602",
-    "updatedAt": 1782113964545,
+    "sessionId": "f0fcc27b-b109-40c7-b392-928d4b335b9a",
+    "updatedAt": 1782200367168,
     "systemSent": true,
     "label": "Cron: 中国海油每日跟踪",
     "skillsSnapshot": {
@@ -1546,15 +1546,15 @@
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     "status": "failed",
-    "startedAt": 1782113960873,
+    "startedAt": 1782200363347,
     "abortedLastRun": false,
     "sessionFile": "/home/starmen1265/.openclaw/agents/ui-designer/sessions/2043f514-950c-4ba1-9eca-b9762325c3c6.jsonl",
-    "endedAt": 1782113964537,
-    "runtimeMs": 3664
+    "endedAt": 1782200367161,
+    "runtimeMs": 3814
   },
   "agent:ui-designer:cron:c3d4e5f6-a7b8-9012-cdef-234567890123": {
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-    "updatedAt": 1782086554549,
+    "sessionId": "bc5ce1c7-bb99-4692-8293-a97e7e4c58fa",
+    "updatedAt": 1782173169783,
     "systemSent": true,
     "label": "Cron: 每日热点新闻追踪",
     "skillsSnapshot": {
@@ -1920,9 +1920,9 @@
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     "status": "failed",
-    "startedAt": 1782086550914,
-    "endedAt": 1782086554545,
-    "runtimeMs": 3631
+    "startedAt": 1782173167994,
+    "endedAt": 1782173169778,
+    "runtimeMs": 1784
   },
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@@ -2932,8 +2932,8 @@
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   },
   "agent:ui-designer:cron:c3d4e5f6-7890-12cd-ef01-456789012345": {
-    "sessionId": "3c12b28c-b3f7-423c-9f0d-2b950e7dd9e6",
-    "updatedAt": 1782113895021,
+    "sessionId": "8ac75033-0e2d-4904-860e-d603974d6142",
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     "systemSent": true,
     "label": "Cron: 中国平安每日跟踪",
     "skillsSnapshot": {
@@ -3304,14 +3304,14 @@
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     "estimatedCostUsd": 0.110809935,
     "status": "failed",
-    "startedAt": 1782113891405,
+    "startedAt": 1782200292241,
     "abortedLastRun": false,
-    "endedAt": 1782113895014,
-    "runtimeMs": 3609
+    "endedAt": 1782200296006,
+    "runtimeMs": 3765
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-    "sessionId": "84561081-cd19-4b7a-9009-214544e1d515",
-    "updatedAt": 1782114035448,
+    "sessionId": "0faae85f-b86b-43d0-b51e-d42afe12de6f",
+    "updatedAt": 1782200437180,
     "systemSent": true,
     "label": "Cron: 比亚迪每日跟踪",
     "skillsSnapshot": {
@@ -3682,14 +3682,2648 @@
     "cacheWrite": 0,
     "estimatedCostUsd": 0.13119603,
     "status": "failed",
-    "startedAt": 1782114031586,
+    "startedAt": 1782200433544,
     "abortedLastRun": false,
-    "endedAt": 1782114035443,
-    "runtimeMs": 3857
+    "endedAt": 1782200437174,
+    "runtimeMs": 3630
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   "agent:ui-designer:cron:f7a8b9c0-1234-5678-9abc-def012345678": {
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-    "updatedAt": 1782113565303,
+    "sessionId": "bc1b0f65-db91-462e-a12e-c11920982b5f",
+    "updatedAt": 1782199966028,
+    "systemSent": true,
+    "label": "Cron: 中国化学每日跟踪",
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-            "name": "feishu_bitable_list_records",
-            "summaryChars": 64,
-            "schemaChars": 462,
-            "propertiesCount": 4
-          },
-          {
-            "name": "feishu_bitable_get_record",
-            "summaryChars": 46,
-            "schemaChars": 335,
-            "propertiesCount": 3
-          },
-          {
-            "name": "feishu_bitable_create_record",
-            "summaryChars": 44,
-            "schemaChars": 549,
-            "propertiesCount": 3
-          },
-          {
-            "name": "feishu_bitable_update_record",
-            "summaryChars": 50,
-            "schemaChars": 473,
-            "propertiesCount": 4
-          },
-          {
-            "name": "feishu_bitable_create_app",
-            "summaryChars": 57,
-            "schemaChars": 243,
-            "propertiesCount": 2
-          },
-          {
-            "name": "feishu_bitable_create_field",
-            "summaryChars": 46,
-            "schemaChars": 911,
-            "propertiesCount": 5
-          },
-          {
-            "name": "memory_search",
-            "summaryChars": 334,
-            "schemaChars": 139,
-            "propertiesCount": 3
-          },
-          {
-            "name": "memory_get",
-            "summaryChars": 151,
-            "schemaChars": 128,
-            "propertiesCount": 3
-          }
-        ]
-      }
-    },
-    "contextTokens": 200000,
-    "inputTokens": 21354,
-    "outputTokens": 7425,
-    "totalTokens": 37296,
-    "totalTokensFresh": true,
-    "cacheRead": 230848,
-    "cacheWrite": 0,
-    "estimatedCostUsd": 0.046022505000000005,
-    "status": "failed",
-    "startedAt": 1781768216592,
-    "abortedLastRun": false,
-    "endedAt": 1781768220183,
-    "runtimeMs": 3591
-  },
-  "agent:ui-designer:cron:c3d4e5f6-7890-12cd-ef01-456789012345:run:3c12b28c-b3f7-423c-9f0d-2b950e7dd9e6": {
-    "sessionId": "3c12b28c-b3f7-423c-9f0d-2b950e7dd9e6",
-    "updatedAt": 1782113891157,
+  "agent:ui-designer:cron:c3d4e5f6-7890-12cd-ef01-456789012345:run:8ac75033-0e2d-4904-860e-d603974d6142": {
+    "sessionId": "8ac75033-0e2d-4904-860e-d603974d6142",
+    "updatedAt": 1782200291931,
     "systemSent": true,
     "label": "Cron: 中国平安每日跟踪",
     "skillsSnapshot": {
@@ -8584,14 +8584,14 @@
     "cacheWrite": 0,
     "estimatedCostUsd": 0.110809935,
     "status": "failed",
-    "startedAt": 1781768287339,
+    "startedAt": 1782113891405,
     "abortedLastRun": false,
-    "endedAt": 1781768291754,
-    "runtimeMs": 4415
+    "endedAt": 1782113895014,
+    "runtimeMs": 3609
   },
-  "agent:ui-designer:cron:b2c3d4e5-f6a7-8901-bcde-f12345678901:run:687d52f2-1dfe-44e7-b40a-81aeca57c602": {
-    "sessionId": "687d52f2-1dfe-44e7-b40a-81aeca57c602",
-    "updatedAt": 1782113960625,
+  "agent:ui-designer:cron:b2c3d4e5-f6a7-8901-bcde-f12345678901:run:f0fcc27b-b109-40c7-b392-928d4b335b9a": {
+    "sessionId": "f0fcc27b-b109-40c7-b392-928d4b335b9a",
+    "updatedAt": 1782200363097,
     "systemSent": true,
     "label": "Cron: 中国海油每日跟踪",
     "skillsSnapshot": {
@@ -8955,15 +8955,15 @@
     },
     "estimatedCostUsd": 3.1868442750000003,
     "status": "failed",
-    "startedAt": 1781768358877,
+    "startedAt": 1782113960873,
     "abortedLastRun": false,
     "sessionFile": "/home/starmen1265/.openclaw/agents/ui-designer/sessions/2043f514-950c-4ba1-9eca-b9762325c3c6.jsonl",
-    "endedAt": 1781768362024,
-    "runtimeMs": 3147
+    "endedAt": 1782113964537,
+    "runtimeMs": 3664
   },
-  "agent:ui-designer:cron:e5f6a7b8-9012-cdef-3456-789012345678:run:84561081-cd19-4b7a-9009-214544e1d515": {
-    "sessionId": "84561081-cd19-4b7a-9009-214544e1d515",
-    "updatedAt": 1782114031331,
+  "agent:ui-designer:cron:e5f6a7b8-9012-cdef-3456-789012345678:run:0faae85f-b86b-43d0-b51e-d42afe12de6f": {
+    "sessionId": "0faae85f-b86b-43d0-b51e-d42afe12de6f",
+    "updatedAt": 1782200433248,
     "systemSent": true,
     "label": "Cron: 比亚迪每日跟踪",
     "skillsSnapshot": {
@@ -9334,9 +9334,9 @@
     "cacheWrite": 0,
     "estimatedCostUsd": 0.13119603,
     "status": "failed",
-    "startedAt": 1781768428831,
+    "startedAt": 1782114031586,
     "abortedLastRun": false,
-    "endedAt": 1781768432378,
-    "runtimeMs": 3547
+    "endedAt": 1782114035443,
+    "runtimeMs": 3857
   }
 }
\ No newline at end of file
diff --git a/cron/jobs.json b/cron/jobs.json
index e4c027e..827586c 100644
--- a/cron/jobs.json
+++ b/cron/jobs.json
@@ -7,7 +7,7 @@
       "name": "backup-openclaw-json",
       "enabled": true,
       "createdAtMs": 1772261581796,
-      "updatedAtMs": 1782151275947,
+      "updatedAtMs": 1782237713382,
       "schedule": {
         "kind": "cron",
         "expr": "0 2 * * *",
@@ -23,10 +23,10 @@
         "mode": "announce"
       },
       "state": {
-        "nextRunAtMs": 1782237600000,
-        "lastRunAtMs": 1782151200006,
+        "nextRunAtMs": 1782324000000,
+        "lastRunAtMs": 1782237600006,
         "lastStatus": "ok",
-        "lastDurationMs": 75941,
+        "lastDurationMs": 113376,
         "consecutiveErrors": 0,
         "lastRunStatus": "ok",
         "lastDelivered": true,
@@ -59,7 +59,8 @@
         "consecutiveErrors": 0,
         "lastRunStatus": "ok",
         "lastDeliveryStatus": "delivered",
-        "lastDelivered": true
+        "lastDelivered": true,
+        "runningAtMs": 1782238200004
       },
       "delivery": {
         "mode": "announce"
@@ -71,7 +72,7 @@
       "name": "capability-evolver-daily",
       "enabled": true,
       "createdAtMs": 1772550743528,
-      "updatedAtMs": 1782066109393,
+      "updatedAtMs": 1782152540000,
       "schedule": {
         "kind": "cron",
         "expr": "20 2 * * *",
@@ -92,14 +93,14 @@
         "to": "feishu-pm"
       },
       "state": {
-        "nextRunAtMs": 1782152400000,
-        "lastRunAtMs": 1782066000003,
+        "nextRunAtMs": 1782238800000,
+        "lastRunAtMs": 1782152400007,
         "lastStatus": "error",
-        "lastDurationMs": 109390,
-        "consecutiveErrors": 82,
+        "lastDurationMs": 139993,
+        "consecutiveErrors": 83,
         "lastRunStatus": "error",
         "lastDeliveryStatus": "unknown",
-        "runningAtMs": 1782152400004
+        "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": 1782066700706,
+      "updatedAtMs": 1782153091120,
       "schedule": {
         "kind": "cron",
         "expr": "30 2 * * *",
@@ -127,11 +128,11 @@
         "channel": "last"
       },
       "state": {
-        "nextRunAtMs": 1782153000000,
-        "lastRunAtMs": 1782066600003,
+        "nextRunAtMs": 1782239400000,
+        "lastRunAtMs": 1782153000003,
         "lastRunStatus": "ok",
         "lastStatus": "ok",
-        "lastDurationMs": 100703,
+        "lastDurationMs": 91117,
         "lastDeliveryStatus": "delivered",
         "consecutiveErrors": 0,
         "lastDelivered": true
@@ -143,7 +144,7 @@
       "name": "zq_workspace_sync",
       "enabled": true,
       "createdAtMs": 1772551807455,
-      "updatedAtMs": 1782067200032,
+      "updatedAtMs": 1782153600032,
       "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": 1782153600000,
-        "lastRunAtMs": 1782067200005,
+        "nextRunAtMs": 1782240000000,
+        "lastRunAtMs": 1782153600004,
         "lastStatus": "skipped",
-        "lastDurationMs": 27,
+        "lastDurationMs": 28,
         "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": 1782086550652,
+      "updatedAtMs": 1782172912463,
       "schedule": {
         "kind": "cron",
         "expr": "0 8 * * *",
@@ -191,11 +192,11 @@
         "channel": "last"
       },
       "state": {
-        "nextRunAtMs": 1782172800000,
-        "lastRunAtMs": 1782086400004,
+        "nextRunAtMs": 1782259200000,
+        "lastRunAtMs": 1782172800003,
         "lastRunStatus": "ok",
         "lastStatus": "ok",
-        "lastDurationMs": 150648,
+        "lastDurationMs": 112460,
         "lastDeliveryStatus": "delivered",
         "consecutiveErrors": 0,
         "lastDelivered": true
@@ -208,7 +209,7 @@
       "description": "每天7点同步提醒到CalDAV日历",
       "enabled": true,
       "createdAtMs": 1772791528528,
-      "updatedAtMs": 1782082886160,
+      "updatedAtMs": 1782169288546,
       "schedule": {
         "kind": "cron",
         "expr": "0 7 * * *",
@@ -226,11 +227,11 @@
         "channel": "last"
       },
       "state": {
-        "nextRunAtMs": 1782169200000,
-        "lastRunAtMs": 1782082800005,
+        "nextRunAtMs": 1782255600000,
+        "lastRunAtMs": 1782169200006,
         "lastRunStatus": "ok",
         "lastStatus": "ok",
-        "lastDurationMs": 86155,
+        "lastDurationMs": 88540,
         "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": 1782113503232,
+      "updatedAtMs": 1782199903450,
       "schedule": {
         "kind": "cron",
         "expr": "30 15 * * 1-5",
@@ -297,15 +298,15 @@
         "to": "user:ou_9847ce84b960736c14554730b41e4957"
       },
       "state": {
-        "nextRunAtMs": 1782199800000,
-        "lastRunAtMs": 1782113400006,
+        "nextRunAtMs": 1782286200000,
+        "lastRunAtMs": 1782199800004,
         "lastRunStatus": "error",
         "lastStatus": "error",
-        "lastDurationMs": 103226,
+        "lastDurationMs": 103446,
         "lastDeliveryStatus": "unknown",
-        "consecutiveErrors": 6,
-        "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"
+        "consecutiveErrors": 7,
+        "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: ⚠️ API rate limit reached. Please try again later. (rate_limit)"
       }
     },
     {
@@ -315,7 +316,7 @@
       "description": "每日收盘后跟踪中国化学（601117）股价走势",
       "enabled": true,
       "createdAtMs": 1748476800000,
-      "updatedAtMs": 1782113606619,
+      "updatedAtMs": 1782200006550,
       "schedule": {
         "kind": "cron",
         "expr": "30 15 * * 1-5",
@@ -333,15 +334,15 @@
         "to": "user:ou_9847ce84b960736c14554730b41e4957"
       },
       "state": {
-        "nextRunAtMs": 1782199800000,
-        "lastRunAtMs": 1782113503232,
+        "nextRunAtMs": 1782286200000,
+        "lastRunAtMs": 1782199903450,
         "lastRunStatus": "error",
         "lastStatus": "error",
-        "lastDurationMs": 103387,
+        "lastDurationMs": 103100,
         "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"
+        "consecutiveErrors": 2,
+        "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: ⚠️ API rate limit reached. Please try again later. (rate_limit)"
       }
     },
     {
@@ -351,7 +352,7 @@
       "description": "每日收盘后跟踪沪深300ETF（510300）走势",
       "enabled": true,
       "createdAtMs": 1748476800000,
-      "updatedAtMs": 1782113677269,
+      "updatedAtMs": 1782200078078,
       "schedule": {
         "kind": "cron",
         "expr": "30 15 * * 1-5",
@@ -369,15 +370,15 @@
         "to": "user:ou_9847ce84b960736c14554730b41e4957"
       },
       "state": {
-        "nextRunAtMs": 1782199800000,
-        "lastRunAtMs": 1782113606619,
+        "nextRunAtMs": 1782286200000,
+        "lastRunAtMs": 1782200006550,
         "lastRunStatus": "error",
         "lastStatus": "error",
-        "lastDurationMs": 70650,
+        "lastDurationMs": 71528,
         "lastDeliveryStatus": "unknown",
-        "consecutiveErrors": 6,
-        "lastError": "FallbackSummaryError: All models failed (3): minimax/MiniMax-M2.7-highspeed: ⚠️ 已达到 Token Plan 用量上限：请升级 Token Plan 套餐或购买积分补充用量。 (2056) (rate_limit) | 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": "rate_limit"
+        "consecutiveErrors": 7,
+        "lastErrorReason": "rate_limit",
+        "lastError": "FallbackSummaryError: All models failed (3): minimax/MiniMax-M2.7-highspeed: ⚠️ 已达到 Token Plan 用量上限：请升级 Token Plan 套餐或购买积分补充用量。 (2056) (rate_limit) | 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)"
       }
     },
     {
@@ -387,7 +388,7 @@
       "description": "每日收盘后跟踪招商银行（600036）股价走势",
       "enabled": true,
       "createdAtMs": 1748476800000,
-      "updatedAtMs": 1782113749372,
+      "updatedAtMs": 1782200149899,
       "schedule": {
         "kind": "cron",
         "expr": "30 15 * * 1-5",
@@ -405,15 +406,15 @@
         "to": "user:ou_9847ce84b960736c14554730b41e4957"
       },
       "state": {
-        "nextRunAtMs": 1782199800000,
-        "lastRunAtMs": 1782113677269,
+        "nextRunAtMs": 1782286200000,
+        "lastRunAtMs": 1782200078078,
         "lastRunStatus": "error",
         "lastStatus": "error",
-        "lastDurationMs": 72103,
+        "lastDurationMs": 71821,
         "lastDeliveryStatus": "unknown",
-        "consecutiveErrors": 1,
-        "lastError": "FallbackSummaryError: All models failed (3): minimax/MiniMax-M2.7-highspeed: ⚠️ 已达到 Token Plan 用量上限：请升级 Token Plan 套餐或购买积分补充用量。 (2056) (rate_limit) | 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": "rate_limit"
+        "consecutiveErrors": 2,
+        "lastErrorReason": "rate_limit",
+        "lastError": "FallbackSummaryError: All models failed (3): minimax/MiniMax-M2.7-highspeed: ⚠️ 已达到 Token Plan 用量上限：请升级 Token Plan 套餐或购买积分补充用量。 (2056) (rate_limit) | 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)"
       }
     },
     {
@@ -423,7 +424,7 @@
       "description": "每日收盘后跟踪中国电建（601669）股价走势",
       "enabled": true,
       "createdAtMs": 1748476800000,
-      "updatedAtMs": 1782113820174,
+      "updatedAtMs": 1782200220206,
       "schedule": {
         "kind": "cron",
         "expr": "30 15 * * 1-5",
@@ -441,15 +442,15 @@
         "to": "user:ou_9847ce84b960736c14554730b41e4957"
       },
       "state": {
-        "nextRunAtMs": 1782199800000,
-        "lastRunAtMs": 1782113749372,
+        "nextRunAtMs": 1782286200000,
+        "lastRunAtMs": 1782200149899,
         "lastRunStatus": "error",
         "lastStatus": "error",
-        "lastDurationMs": 70802,
+        "lastDurationMs": 70307,
         "lastDeliveryStatus": "unknown",
-        "consecutiveErrors": 8,
-        "lastError": "FallbackSummaryError: All models failed (3): minimax/MiniMax-M2.7-highspeed: ⚠️ 已达到 Token Plan 用量上限：请升级 Token Plan 套餐或购买积分补充用量。 (2056) (rate_limit) | 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": "rate_limit"
+        "consecutiveErrors": 9,
+        "lastErrorReason": "rate_limit",
+        "lastError": "FallbackSummaryError: All models failed (3): minimax/MiniMax-M2.7-highspeed: ⚠️ 已达到 Token Plan 用量上限：请升级 Token Plan 套餐或购买积分补充用量。 (2056) (rate_limit) | 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)"
       }
     },
     {
@@ -459,7 +460,7 @@
       "description": "每日收盘后跟踪优刻得（688158）股价走势",
       "enabled": true,
       "createdAtMs": 1748476800000,
-      "updatedAtMs": 1782113891127,
+      "updatedAtMs": 1782200291902,
       "schedule": {
         "kind": "cron",
         "expr": "30 15 * * 1-5",
@@ -477,15 +478,15 @@
         "to": "user:ou_9847ce84b960736c14554730b41e4957"
       },
       "state": {
-        "nextRunAtMs": 1782199800000,
-        "lastRunAtMs": 1782113820174,
+        "nextRunAtMs": 1782286200000,
+        "lastRunAtMs": 1782200220206,
         "lastRunStatus": "error",
         "lastStatus": "error",
-        "lastDurationMs": 70953,
+        "lastDurationMs": 71696,
         "lastDeliveryStatus": "unknown",
-        "consecutiveErrors": 9,
-        "lastError": "FallbackSummaryError: All models failed (3): minimax/MiniMax-M2.7-highspeed: ⚠️ 已达到 Token Plan 用量上限：请升级 Token Plan 套餐或购买积分补充用量。 (2056) (rate_limit) | 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": "rate_limit"
+        "consecutiveErrors": 10,
+        "lastErrorReason": "rate_limit",
+        "lastError": "FallbackSummaryError: All models failed (3): minimax/MiniMax-M2.7-highspeed: ⚠️ 已达到 Token Plan 用量上限：请升级 Token Plan 套餐或购买积分补充用量。 (2056) (rate_limit) | 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)"
       }
     },
     {
@@ -495,7 +496,7 @@
       "description": "每日收盘后跟踪中国平安（601318）股价走势",
       "enabled": true,
       "createdAtMs": 1748476800000,
-      "updatedAtMs": 1782113960617,
+      "updatedAtMs": 1782200363067,
       "schedule": {
         "kind": "cron",
         "expr": "30 15 * * 1-5",
@@ -513,15 +514,15 @@
         "to": "user:ou_9847ce84b960736c14554730b41e4957"
       },
       "state": {
-        "nextRunAtMs": 1782199800000,
-        "lastRunAtMs": 1782113891127,
+        "nextRunAtMs": 1782286200000,
+        "lastRunAtMs": 1782200291902,
         "lastRunStatus": "error",
         "lastStatus": "error",
-        "lastDurationMs": 69490,
+        "lastDurationMs": 71165,
         "lastDeliveryStatus": "unknown",
-        "consecutiveErrors": 1,
-        "lastError": "FallbackSummaryError: All models failed (3): minimax/MiniMax-M2.7-highspeed: ⚠️ 已达到 Token Plan 用量上限：请升级 Token Plan 套餐或购买积分补充用量。 (2056) (rate_limit) | 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": "rate_limit"
+        "consecutiveErrors": 2,
+        "lastErrorReason": "rate_limit",
+        "lastError": "FallbackSummaryError: All models failed (3): minimax/MiniMax-M2.7-highspeed: ⚠️ 已达到 Token Plan 用量上限：请升级 Token Plan 套餐或购买积分补充用量。 (2056) (rate_limit) | 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)"
       }
     },
     {
@@ -531,7 +532,7 @@
       "description": "每日收盘后跟踪中国海油（600938）股价走势",
       "enabled": true,
       "createdAtMs": 1774231920000,
-      "updatedAtMs": 1782114031323,
+      "updatedAtMs": 1782200433240,
       "schedule": {
         "kind": "cron",
         "expr": "30 15 * * 1-5",
@@ -549,15 +550,15 @@
         "to": "user:ou_9847ce84b960736c14554730b41e4957"
       },
       "state": {
-        "nextRunAtMs": 1782199800000,
-        "lastRunAtMs": 1782113960617,
+        "nextRunAtMs": 1782286200000,
+        "lastRunAtMs": 1782200363067,
         "lastRunStatus": "error",
         "lastStatus": "error",
-        "lastDurationMs": 70706,
+        "lastDurationMs": 70173,
         "lastDeliveryStatus": "unknown",
-        "consecutiveErrors": 9,
-        "lastError": "FallbackSummaryError: All models failed (3): minimax/MiniMax-M2.7-highspeed: ⚠️ 已达到 Token Plan 用量上限：请升级 Token Plan 套餐或购买积分补充用量。 (2056) (rate_limit) | 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": "rate_limit"
+        "consecutiveErrors": 10,
+        "lastErrorReason": "rate_limit",
+        "lastError": "FallbackSummaryError: All models failed (3): minimax/MiniMax-M2.7-highspeed: ⚠️ 已达到 Token Plan 用量上限：请升级 Token Plan 套餐或购买积分补充用量。 (2056) (rate_limit) | 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)"
       }
     },
     {
@@ -567,7 +568,7 @@
       "description": "每日收盘后跟踪比亚迪（002594）股价走势",
       "enabled": true,
       "createdAtMs": 1748476800000,
-      "updatedAtMs": 1782114101533,
+      "updatedAtMs": 1782200503905,
       "schedule": {
         "kind": "cron",
         "expr": "30 15 * * 1-5",
@@ -585,15 +586,15 @@
         "to": "user:ou_9847ce84b960736c14554730b41e4957"
       },
       "state": {
-        "nextRunAtMs": 1782199800000,
-        "lastRunAtMs": 1782114031323,
+        "nextRunAtMs": 1782286200000,
+        "lastRunAtMs": 1782200433240,
         "lastRunStatus": "error",
         "lastStatus": "error",
-        "lastDurationMs": 70210,
+        "lastDurationMs": 70665,
         "lastDeliveryStatus": "unknown",
-        "consecutiveErrors": 1,
-        "lastError": "FallbackSummaryError: All models failed (3): minimax/MiniMax-M2.7-highspeed: ⚠️ 已达到 Token Plan 用量上限：请升级 Token Plan 套餐或购买积分补充用量。 (2056) (rate_limit) | 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": "rate_limit"
+        "consecutiveErrors": 2,
+        "lastErrorReason": "rate_limit",
+        "lastError": "FallbackSummaryError: All models failed (3): minimax/MiniMax-M2.7-highspeed: ⚠️ 已达到 Token Plan 用量上限：请升级 Token Plan 套餐或购买积分补充用量。 (2056) (rate_limit) | 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)"
       }
     },
     {
@@ -603,7 +604,7 @@
       "description": "每天早上8点追踪热点新闻并推送",
       "enabled": true,
       "createdAtMs": 1774274400000,
-      "updatedAtMs": 1782086826342,
+      "updatedAtMs": 1782173189228,
       "schedule": {
         "kind": "cron",
         "expr": "0 8 * * *",
@@ -621,15 +622,15 @@
         "to": "user:ou_9847ce84b960736c14554730b41e4957"
       },
       "state": {
-        "nextRunAtMs": 1782172800000,
-        "lastRunAtMs": 1782086550652,
+        "nextRunAtMs": 1782259200000,
+        "lastRunAtMs": 1782172912463,
         "lastRunStatus": "error",
         "lastStatus": "error",
-        "lastDurationMs": 275690,
+        "lastDurationMs": 276765,
         "lastDeliveryStatus": "unknown",
-        "consecutiveErrors": 2,
-        "lastError": "FallbackSummaryError: All models failed (3): minimax/MiniMax-M2.7-highspeed: ⚠️ 已达到 Token Plan 用量上限：请升级 Token Plan 套餐或购买积分补充用量。 (2056) (rate_limit) | zhipu/glm-5: LLM request timed out. (unknown) | zhipu/glm-4.7-FlashX: ⚠️ API rate limit reached. Please try again later. (rate_limit)",
-        "lastErrorReason": "timeout"
+        "consecutiveErrors": 3,
+        "lastErrorReason": "timeout",
+        "lastError": "FallbackSummaryError: All models failed (3): minimax/MiniMax-M2.7-highspeed: LLM request timed out. (unknown) | zhipu/glm-5: LLM request timed out. (unknown) | zhipu/glm-4.7-FlashX: ⚠️ API rate limit reached. Please try again later. (rate_limit)"
       }
     }
   ]
diff --git a/cron/logs/daily-review.log b/cron/logs/daily-review.log
index ab0a1c4..004daf3 100644
--- a/cron/logs/daily-review.log
+++ b/cron/logs/daily-review.log
@@ -172,3 +172,6 @@
 [2026-06-22 02:31:15] === 每日回顾整理开始 ===
 [2026-06-22 02:31:15] 处理日期: 2026-06-21
 [2026-06-22 02:31:15] 没有已完成的任务，跳过
+[2026-06-23 02:31:07] === 每日回顾整理开始 ===
+[2026-06-23 02:31:07] 处理日期: 2026-06-22
+[2026-06-23 02:31:07] 没有已完成的任务，跳过
diff --git a/feishu/dedup/feishu-qa.json b/feishu/dedup/feishu-qa.json
index efa3d60..9084caf 100644
--- a/feishu/dedup/feishu-qa.json
+++ b/feishu/dedup/feishu-qa.json
@@ -1,7 +1,9 @@
 {
-  "om_x100b503d1ec9bd38c42a328c843f3a3": 1777374465090,
-  "om_x100b503d133c3c90c4e363b65883e36": 1777374687876,
-  "om_x100b503d31bd7488c4f517f50dc50e9": 1777375223824,
-  "om_x100b503dc8cfecb4c4f8a89fff07c4e": 1777375328888,
-  "om_x100b503dc4c5b4a4c4a8785a8bd89ad": 1777375393295
+  "om_x100b6c9eff2390a0b32d534e1c87a6a": 1782229791651,
+  "om_x100b6c9e84faf8a8b1514184e801224": 1782230180168,
+  "om_x100b6c9eac3308a0b296191c919eda1": 1782230576675,
+  "om_x100b6c9f44f66530b13419093c9ab87": 1782231204509,
+  "om_x100b6c9f30c4e0a8b341f1fb36489a1": 1782233057320,
+  "om_x100b6c9fdd16d0a0b4cda8f5c71fdce": 1782233406397,
+  "om_x100b6c9ff8e55ca0b2a1aa701f665d4": 1782233955167
 }
diff --git a/tasks/runs.sqlite-shm b/tasks/runs.sqlite-shm
index 6229686..e6ac371 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 30816db..0c97d8c 100644
Binary files a/tasks/runs.sqlite-wal and b/tasks/runs.sqlite-wal differ