diff --git a/agents/haonan/sessions/sessions.json b/agents/haonan/sessions/sessions.json
index 2aaa6cd..bd45dcb 100644
--- a/agents/haonan/sessions/sessions.json
+++ b/agents/haonan/sessions/sessions.json
@@ -754,8 +754,8 @@
     "memoryFlushCompactionCount": 0
   },
   "agent:haonan:cron:41396aeb-6e3a-47b2-9bd3-9156a348c1dc": {
-    "sessionId": "1c7cf55e-1c30-4b2f-aa92-ac61e03aad5a",
-    "updatedAt": 1778695200014,
+    "sessionId": "6bcf287f-6922-4c61-881b-fdefcf11150a",
+    "updatedAt": 1778781600010,
     "systemSent": true,
     "model": "glm-5",
     "contextTokens": 200000,
@@ -796,9 +796,9 @@
       "version": 0
     },
     "modelProvider": "zhipu",
-    "inputTokens": 15456,
-    "outputTokens": 63,
-    "totalTokens": 18767,
+    "inputTokens": 15180,
+    "outputTokens": 68,
+    "totalTokens": 18631,
     "totalTokensFresh": true,
     "cacheRead": 22016,
     "cacheWrite": 0,
@@ -807,8 +807,8 @@
     "authProfileOverrideCompactionCount": 0,
     "systemPromptReport": {
       "source": "run",
-      "generatedAt": 1778695234448,
-      "sessionId": "1c7cf55e-1c30-4b2f-aa92-ac61e03aad5a",
+      "generatedAt": 1778781660383,
+      "sessionId": "6bcf287f-6922-4c61-881b-fdefcf11150a",
       "sessionKey": "agent:haonan:cron:41396aeb-6e3a-47b2-9bd3-9156a348c1dc",
       "provider": "zhipu",
       "model": "glm-5",
@@ -1137,9 +1137,9 @@
   },
   "agent:haonan:cron:f03b184f-5f1d-4093-ae1b-fc9fe0b59eef": {
     "sessionId": "78cd242c-1b94-4541-aa1c-94c78199f915",
-    "updatedAt": 1778696402074,
+    "updatedAt": 1778696400032,
     "systemSent": true,
-    "model": "glm-4.7-FlashX",
+    "model": "glm-5",
     "contextTokens": 200000,
     "label": "Cron: capability-evolver-daily",
     "skillsSnapshot": {
@@ -1178,9 +1178,9 @@
       "version": 0
     },
     "modelProvider": "zhipu",
-    "inputTokens": 25258,
-    "outputTokens": 617,
-    "totalTokens": 28686,
+    "inputTokens": 10655,
+    "outputTokens": 2168,
+    "totalTokens": 28806,
     "deliveryContext": {
       "channel": "webchat"
     },
@@ -1189,12 +1189,12 @@
     "sessionFile": "/home/starmen1265/.openclaw/agents/haonan/sessions/ccc40ca7-7876-4d82-ab84-7b790feddc19.jsonl",
     "abortedLastRun": false,
     "totalTokensFresh": true,
-    "cacheRead": 67264,
+    "cacheRead": 191936,
     "cacheWrite": 0,
     "systemPromptReport": {
       "source": "run",
-      "generatedAt": 1778610021247,
-      "sessionId": "dba58474-1dbb-454e-a5b7-3319c91544e1",
+      "generatedAt": 1778696421552,
+      "sessionId": "78cd242c-1b94-4541-aa1c-94c78199f915",
       "sessionKey": "agent:haonan:cron:f03b184f-5f1d-4093-ae1b-fc9fe0b59eef",
       "provider": "zhipu",
       "model": "glm-5",
@@ -1520,10 +1520,8 @@
       }
     },
     "estimatedCostUsd": 0,
-    "status": "failed",
-    "startedAt": 1778696400212,
-    "endedAt": 1778696402070,
-    "runtimeMs": 1858
+    "status": "running",
+    "startedAt": 1775931600223
   },
   "agent:haonan:cron:3245fca7-045b-4977-8fab-020f6df2e453": {
     "sessionId": "8debcda0-e8fd-44c3-8c30-da668f3efab2",
@@ -1565,8 +1563,8 @@
     "cacheWrite": 0
   },
   "agent:haonan:cron:aa4d2de9-79be-4262-83ee-af8824793bfc": {
-    "sessionId": "76af4d5f-802f-4c35-8799-6e6888f587eb",
-    "updatedAt": 1778695800032,
+    "sessionId": "eebeac22-efa7-413e-a615-e2e4f12e66bf",
+    "updatedAt": 1778782200266,
     "systemSent": true,
     "label": "Cron: openclaw-git-sync",
     "skillsSnapshot": {
@@ -1604,8 +1602,8 @@
       ],
       "version": 0
     },
-    "modelProvider": "zhipu",
-    "model": "glm-5",
+    "modelProvider": "minimax",
+    "model": "MiniMax-M2.7-highspeed",
     "contextTokens": 200000,
     "inputTokens": 489,
     "outputTokens": 73,
@@ -1944,777 +1942,10 @@
         ]
       }
     },
-    "estimatedCostUsd": 0.3632380800000001
-  },
-  "agent:haonan:cron:f03b184f-5f1d-4093-ae1b-fc9fe0b59eef:run:dba58474-1dbb-454e-a5b7-3319c91544e1": {
-    "sessionId": "dba58474-1dbb-454e-a5b7-3319c91544e1",
-    "updatedAt": 1778610000034,
-    "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": [
-        {
-          "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": 25258,
-    "outputTokens": 617,
-    "totalTokens": 28686,
-    "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": 67264,
-    "cacheWrite": 0,
-    "systemPromptReport": {
-      "source": "run",
-      "generatedAt": 1778610021247,
-      "sessionId": "dba58474-1dbb-454e-a5b7-3319c91544e1",
-      "sessionKey": "agent:haonan:cron:f03b184f-5f1d-4093-ae1b-fc9fe0b59eef",
-      "provider": "zhipu",
-      "model": "glm-5",
-      "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": {
-        "chars": 23534,
-        "projectContextChars": 14014,
-        "nonProjectContextChars": 9520
-      },
-      "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
-        },
-        {
-          "path": "SELF_IMPROVEMENT_REMINDER.md",
-          "rawChars": 616,
-          "injectedChars": 616,
-          "truncated": false
-        }
-      ],
-      "skills": {
-        "promptChars": 1005,
-        "entries": [
-          {
-            "name": "capability-evolver",
-            "blockChars": 290
-          },
-          {
-            "name": "clawlist",
-            "blockChars": 343
-          }
-        ]
-      },
-      "tools": {
-        "listChars": 4054,
-        "schemaChars": 30173,
-        "entries": [
-          {
-            "name": "read",
-            "summaryChars": 298,
-            "schemaChars": 574,
-            "propertiesCount": 6
-          },
-          {
-            "name": "edit",
-            "summaryChars": 326,
-            "schemaChars": 1103,
-            "propertiesCount": 5
-          },
-          {
-            "name": "write",
-            "summaryChars": 127,
-            "schemaChars": 497,
-            "propertiesCount": 5
-          },
-          {
-            "name": "exec",
-            "summaryChars": 181,
-            "schemaChars": 1098,
-            "propertiesCount": 12
-          },
-          {
-            "name": "process",
-            "summaryChars": 85,
-            "schemaChars": 961,
-            "propertiesCount": 12
-          },
-          {
-            "name": "canvas",
-            "summaryChars": 106,
-            "schemaChars": 661,
-            "propertiesCount": 18
-          },
-          {
-            "name": "nodes",
-            "summaryChars": 118,
-            "schemaChars": 1589,
-            "propertiesCount": 32
-          },
-          {
-            "name": "cron",
-            "summaryChars": 3570,
-            "schemaChars": 690,
-            "propertiesCount": 13
-          },
-          {
-            "name": "message",
-            "summaryChars": 203,
-            "schemaChars": 5628,
-            "propertiesCount": 104
-          },
-          {
-            "name": "tts",
-            "summaryChars": 152,
-            "schemaChars": 223,
-            "propertiesCount": 2
-          },
-          {
-            "name": "image_generate",
-            "summaryChars": 435,
-            "schemaChars": 1195,
-            "propertiesCount": 10
-          },
-          {
-            "name": "gateway",
-            "summaryChars": 464,
-            "schemaChars": 497,
-            "propertiesCount": 12
-          },
-          {
-            "name": "agents_list",
-            "summaryChars": 118,
-            "schemaChars": 33,
-            "propertiesCount": 0
-          },
-          {
-            "name": "sessions_list",
-            "summaryChars": 54,
-            "schemaChars": 212,
-            "propertiesCount": 4
-          },
-          {
-            "name": "sessions_history",
-            "summaryChars": 36,
-            "schemaChars": 161,
-            "propertiesCount": 3
-          },
-          {
-            "name": "sessions_send",
-            "summaryChars": 84,
-            "schemaChars": 274,
-            "propertiesCount": 5
-          },
-          {
-            "name": "sessions_yield",
-            "summaryChars": 97,
-            "schemaChars": 60,
-            "propertiesCount": 1
-          },
-          {
-            "name": "sessions_spawn",
-            "summaryChars": 198,
-            "schemaChars": 1179,
-            "propertiesCount": 17
-          },
-          {
-            "name": "subagents",
-            "summaryChars": 105,
-            "schemaChars": 191,
-            "propertiesCount": 4
-          },
-          {
-            "name": "session_status",
-            "summaryChars": 262,
-            "schemaChars": 89,
-            "propertiesCount": 2
-          },
-          {
-            "name": "web_search",
-            "summaryChars": 175,
-            "schemaChars": 1084,
-            "propertiesCount": 9
-          },
-          {
-            "name": "web_fetch",
-            "summaryChars": 129,
-            "schemaChars": 374,
-            "propertiesCount": 3
-          },
-          {
-            "name": "image",
-            "summaryChars": 201,
-            "schemaChars": 342,
-            "propertiesCount": 6
-          },
-          {
-            "name": "browser",
-            "summaryChars": 1066,
-            "schemaChars": 2799,
-            "propertiesCount": 48
-          },
-          {
-            "name": "feishu_doc",
-            "summaryChars": 321,
-            "schemaChars": 2898,
-            "propertiesCount": 27
-          },
-          {
-            "name": "feishu_app_scopes",
-            "summaryChars": 102,
-            "schemaChars": 33,
-            "propertiesCount": 0
-          },
-          {
-            "name": "feishu_chat",
-            "summaryChars": 59,
-            "schemaChars": 606,
-            "propertiesCount": 6
-          },
-          {
-            "name": "feishu_wiki",
-            "summaryChars": 83,
-            "schemaChars": 971,
-            "propertiesCount": 10
-          },
-          {
-            "name": "feishu_drive",
-            "summaryChars": 81,
-            "schemaChars": 486,
-            "propertiesCount": 5
-          },
-          {
-            "name": "feishu_bitable_get_meta",
-            "summaryChars": 114,
-            "schemaChars": 170,
-            "propertiesCount": 1
-          },
-          {
-            "name": "feishu_bitable_list_fields",
-            "summaryChars": 76,
-            "schemaChars": 255,
-            "propertiesCount": 2
-          },
-          {
-            "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
-          }
-        ]
-      }
-    },
-    "estimatedCostUsd": 0,
+    "estimatedCostUsd": 0.3632380800000001,
     "status": "running",
-    "startedAt": 1775931600223
-  },
-  "agent:haonan:cron:41396aeb-6e3a-47b2-9bd3-9156a348c1dc:run:1c7cf55e-1c30-4b2f-aa92-ac61e03aad5a": {
-    "sessionId": "1c7cf55e-1c30-4b2f-aa92-ac61e03aad5a",
-    "updatedAt": 1778695200014,
-    "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": 15456,
-    "outputTokens": 63,
-    "totalTokens": 18767,
-    "totalTokensFresh": true,
-    "cacheRead": 22016,
-    "cacheWrite": 0,
-    "authProfileOverride": "minimax:cn",
-    "authProfileOverrideSource": "auto",
-    "authProfileOverrideCompactionCount": 0,
-    "systemPromptReport": {
-      "source": "run",
-      "generatedAt": 1778695234448,
-      "sessionId": "1c7cf55e-1c30-4b2f-aa92-ac61e03aad5a",
-      "sessionKey": "agent:haonan:cron:41396aeb-6e3a-47b2-9bd3-9156a348c1dc",
-      "provider": "zhipu",
-      "model": "glm-5",
-      "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": {
-        "chars": 23534,
-        "projectContextChars": 14014,
-        "nonProjectContextChars": 9520
-      },
-      "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
-        },
-        {
-          "path": "SELF_IMPROVEMENT_REMINDER.md",
-          "rawChars": 616,
-          "injectedChars": 616,
-          "truncated": false
-        }
-      ],
-      "skills": {
-        "promptChars": 1005,
-        "entries": [
-          {
-            "name": "capability-evolver",
-            "blockChars": 290
-          },
-          {
-            "name": "clawlist",
-            "blockChars": 343
-          }
-        ]
-      },
-      "tools": {
-        "listChars": 4054,
-        "schemaChars": 30173,
-        "entries": [
-          {
-            "name": "read",
-            "summaryChars": 298,
-            "schemaChars": 574,
-            "propertiesCount": 6
-          },
-          {
-            "name": "edit",
-            "summaryChars": 326,
-            "schemaChars": 1103,
-            "propertiesCount": 5
-          },
-          {
-            "name": "write",
-            "summaryChars": 127,
-            "schemaChars": 497,
-            "propertiesCount": 5
-          },
-          {
-            "name": "exec",
-            "summaryChars": 181,
-            "schemaChars": 1098,
-            "propertiesCount": 12
-          },
-          {
-            "name": "process",
-            "summaryChars": 85,
-            "schemaChars": 961,
-            "propertiesCount": 12
-          },
-          {
-            "name": "canvas",
-            "summaryChars": 106,
-            "schemaChars": 661,
-            "propertiesCount": 18
-          },
-          {
-            "name": "nodes",
-            "summaryChars": 118,
-            "schemaChars": 1589,
-            "propertiesCount": 32
-          },
-          {
-            "name": "cron",
-            "summaryChars": 3570,
-            "schemaChars": 690,
-            "propertiesCount": 13
-          },
-          {
-            "name": "message",
-            "summaryChars": 203,
-            "schemaChars": 5628,
-            "propertiesCount": 104
-          },
-          {
-            "name": "tts",
-            "summaryChars": 152,
-            "schemaChars": 223,
-            "propertiesCount": 2
-          },
-          {
-            "name": "image_generate",
-            "summaryChars": 435,
-            "schemaChars": 1195,
-            "propertiesCount": 10
-          },
-          {
-            "name": "gateway",
-            "summaryChars": 464,
-            "schemaChars": 497,
-            "propertiesCount": 12
-          },
-          {
-            "name": "agents_list",
-            "summaryChars": 118,
-            "schemaChars": 33,
-            "propertiesCount": 0
-          },
-          {
-            "name": "sessions_list",
-            "summaryChars": 54,
-            "schemaChars": 212,
-            "propertiesCount": 4
-          },
-          {
-            "name": "sessions_history",
-            "summaryChars": 36,
-            "schemaChars": 161,
-            "propertiesCount": 3
-          },
-          {
-            "name": "sessions_send",
-            "summaryChars": 84,
-            "schemaChars": 274,
-            "propertiesCount": 5
-          },
-          {
-            "name": "sessions_yield",
-            "summaryChars": 97,
-            "schemaChars": 60,
-            "propertiesCount": 1
-          },
-          {
-            "name": "sessions_spawn",
-            "summaryChars": 198,
-            "schemaChars": 1179,
-            "propertiesCount": 17
-          },
-          {
-            "name": "subagents",
-            "summaryChars": 105,
-            "schemaChars": 191,
-            "propertiesCount": 4
-          },
-          {
-            "name": "session_status",
-            "summaryChars": 262,
-            "schemaChars": 89,
-            "propertiesCount": 2
-          },
-          {
-            "name": "web_search",
-            "summaryChars": 175,
-            "schemaChars": 1084,
-            "propertiesCount": 9
-          },
-          {
-            "name": "web_fetch",
-            "summaryChars": 129,
-            "schemaChars": 374,
-            "propertiesCount": 3
-          },
-          {
-            "name": "image",
-            "summaryChars": 201,
-            "schemaChars": 342,
-            "propertiesCount": 6
-          },
-          {
-            "name": "browser",
-            "summaryChars": 1066,
-            "schemaChars": 2799,
-            "propertiesCount": 48
-          },
-          {
-            "name": "feishu_doc",
-            "summaryChars": 321,
-            "schemaChars": 2898,
-            "propertiesCount": 27
-          },
-          {
-            "name": "feishu_app_scopes",
-            "summaryChars": 102,
-            "schemaChars": 33,
-            "propertiesCount": 0
-          },
-          {
-            "name": "feishu_chat",
-            "summaryChars": 59,
-            "schemaChars": 606,
-            "propertiesCount": 6
-          },
-          {
-            "name": "feishu_wiki",
-            "summaryChars": 83,
-            "schemaChars": 971,
-            "propertiesCount": 10
-          },
-          {
-            "name": "feishu_drive",
-            "summaryChars": 81,
-            "schemaChars": 486,
-            "propertiesCount": 5
-          },
-          {
-            "name": "feishu_bitable_get_meta",
-            "summaryChars": 114,
-            "schemaChars": 170,
-            "propertiesCount": 1
-          },
-          {
-            "name": "feishu_bitable_list_fields",
-            "summaryChars": 76,
-            "schemaChars": 255,
-            "propertiesCount": 2
-          },
-          {
-            "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
-          }
-        ]
-      }
-    },
-    "estimatedCostUsd": 0.06711792
+    "startedAt": 1778782200262,
+    "abortedLastRun": false
   },
   "agent:haonan:cron:aa4d2de9-79be-4262-83ee-af8824793bfc:run:76af4d5f-802f-4c35-8799-6e6888f587eb": {
     "sessionId": "76af4d5f-802f-4c35-8799-6e6888f587eb",
@@ -3100,9 +2331,9 @@
   },
   "agent:haonan:cron:f03b184f-5f1d-4093-ae1b-fc9fe0b59eef:run:78cd242c-1b94-4541-aa1c-94c78199f915": {
     "sessionId": "78cd242c-1b94-4541-aa1c-94c78199f915",
-    "updatedAt": 1778696421563,
+    "updatedAt": 1778696400032,
     "systemSent": true,
-    "model": "glm-4.7-FlashX",
+    "model": "glm-5",
     "contextTokens": 200000,
     "label": "Cron: capability-evolver-daily",
     "skillsSnapshot": {
@@ -3141,9 +2372,9 @@
       "version": 0
     },
     "modelProvider": "zhipu",
-    "inputTokens": 25258,
-    "outputTokens": 617,
-    "totalTokens": 28686,
+    "inputTokens": 10655,
+    "outputTokens": 2168,
+    "totalTokens": 28806,
     "deliveryContext": {
       "channel": "webchat"
     },
@@ -3152,12 +2383,12 @@
     "sessionFile": "/home/starmen1265/.openclaw/agents/haonan/sessions/ccc40ca7-7876-4d82-ab84-7b790feddc19.jsonl",
     "abortedLastRun": false,
     "totalTokensFresh": true,
-    "cacheRead": 67264,
+    "cacheRead": 191936,
     "cacheWrite": 0,
     "systemPromptReport": {
       "source": "run",
-      "generatedAt": 1778610021247,
-      "sessionId": "dba58474-1dbb-454e-a5b7-3319c91544e1",
+      "generatedAt": 1778696421552,
+      "sessionId": "78cd242c-1b94-4541-aa1c-94c78199f915",
       "sessionKey": "agent:haonan:cron:f03b184f-5f1d-4093-ae1b-fc9fe0b59eef",
       "provider": "zhipu",
       "model": "glm-5",
@@ -3484,6 +2715,770 @@
     },
     "estimatedCostUsd": 0,
     "status": "running",
-    "startedAt": 1778696421559
+    "startedAt": 1775931600223
+  },
+  "agent:haonan:cron:41396aeb-6e3a-47b2-9bd3-9156a348c1dc:run:6bcf287f-6922-4c61-881b-fdefcf11150a": {
+    "sessionId": "6bcf287f-6922-4c61-881b-fdefcf11150a",
+    "updatedAt": 1778781600010,
+    "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": 15180,
+    "outputTokens": 68,
+    "totalTokens": 18631,
+    "totalTokensFresh": true,
+    "cacheRead": 22016,
+    "cacheWrite": 0,
+    "authProfileOverride": "minimax:cn",
+    "authProfileOverrideSource": "auto",
+    "authProfileOverrideCompactionCount": 0,
+    "systemPromptReport": {
+      "source": "run",
+      "generatedAt": 1778781660383,
+      "sessionId": "6bcf287f-6922-4c61-881b-fdefcf11150a",
+      "sessionKey": "agent:haonan:cron:41396aeb-6e3a-47b2-9bd3-9156a348c1dc",
+      "provider": "zhipu",
+      "model": "glm-5",
+      "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": {
+        "chars": 23534,
+        "projectContextChars": 14014,
+        "nonProjectContextChars": 9520
+      },
+      "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
+        },
+        {
+          "path": "SELF_IMPROVEMENT_REMINDER.md",
+          "rawChars": 616,
+          "injectedChars": 616,
+          "truncated": false
+        }
+      ],
+      "skills": {
+        "promptChars": 1005,
+        "entries": [
+          {
+            "name": "capability-evolver",
+            "blockChars": 290
+          },
+          {
+            "name": "clawlist",
+            "blockChars": 343
+          }
+        ]
+      },
+      "tools": {
+        "listChars": 4054,
+        "schemaChars": 30173,
+        "entries": [
+          {
+            "name": "read",
+            "summaryChars": 298,
+            "schemaChars": 574,
+            "propertiesCount": 6
+          },
+          {
+            "name": "edit",
+            "summaryChars": 326,
+            "schemaChars": 1103,
+            "propertiesCount": 5
+          },
+          {
+            "name": "write",
+            "summaryChars": 127,
+            "schemaChars": 497,
+            "propertiesCount": 5
+          },
+          {
+            "name": "exec",
+            "summaryChars": 181,
+            "schemaChars": 1098,
+            "propertiesCount": 12
+          },
+          {
+            "name": "process",
+            "summaryChars": 85,
+            "schemaChars": 961,
+            "propertiesCount": 12
+          },
+          {
+            "name": "canvas",
+            "summaryChars": 106,
+            "schemaChars": 661,
+            "propertiesCount": 18
+          },
+          {
+            "name": "nodes",
+            "summaryChars": 118,
+            "schemaChars": 1589,
+            "propertiesCount": 32
+          },
+          {
+            "name": "cron",
+            "summaryChars": 3570,
+            "schemaChars": 690,
+            "propertiesCount": 13
+          },
+          {
+            "name": "message",
+            "summaryChars": 203,
+            "schemaChars": 5628,
+            "propertiesCount": 104
+          },
+          {
+            "name": "tts",
+            "summaryChars": 152,
+            "schemaChars": 223,
+            "propertiesCount": 2
+          },
+          {
+            "name": "image_generate",
+            "summaryChars": 435,
+            "schemaChars": 1195,
+            "propertiesCount": 10
+          },
+          {
+            "name": "gateway",
+            "summaryChars": 464,
+            "schemaChars": 497,
+            "propertiesCount": 12
+          },
+          {
+            "name": "agents_list",
+            "summaryChars": 118,
+            "schemaChars": 33,
+            "propertiesCount": 0
+          },
+          {
+            "name": "sessions_list",
+            "summaryChars": 54,
+            "schemaChars": 212,
+            "propertiesCount": 4
+          },
+          {
+            "name": "sessions_history",
+            "summaryChars": 36,
+            "schemaChars": 161,
+            "propertiesCount": 3
+          },
+          {
+            "name": "sessions_send",
+            "summaryChars": 84,
+            "schemaChars": 274,
+            "propertiesCount": 5
+          },
+          {
+            "name": "sessions_yield",
+            "summaryChars": 97,
+            "schemaChars": 60,
+            "propertiesCount": 1
+          },
+          {
+            "name": "sessions_spawn",
+            "summaryChars": 198,
+            "schemaChars": 1179,
+            "propertiesCount": 17
+          },
+          {
+            "name": "subagents",
+            "summaryChars": 105,
+            "schemaChars": 191,
+            "propertiesCount": 4
+          },
+          {
+            "name": "session_status",
+            "summaryChars": 262,
+            "schemaChars": 89,
+            "propertiesCount": 2
+          },
+          {
+            "name": "web_search",
+            "summaryChars": 175,
+            "schemaChars": 1084,
+            "propertiesCount": 9
+          },
+          {
+            "name": "web_fetch",
+            "summaryChars": 129,
+            "schemaChars": 374,
+            "propertiesCount": 3
+          },
+          {
+            "name": "image",
+            "summaryChars": 201,
+            "schemaChars": 342,
+            "propertiesCount": 6
+          },
+          {
+            "name": "browser",
+            "summaryChars": 1066,
+            "schemaChars": 2799,
+            "propertiesCount": 48
+          },
+          {
+            "name": "feishu_doc",
+            "summaryChars": 321,
+            "schemaChars": 2898,
+            "propertiesCount": 27
+          },
+          {
+            "name": "feishu_app_scopes",
+            "summaryChars": 102,
+            "schemaChars": 33,
+            "propertiesCount": 0
+          },
+          {
+            "name": "feishu_chat",
+            "summaryChars": 59,
+            "schemaChars": 606,
+            "propertiesCount": 6
+          },
+          {
+            "name": "feishu_wiki",
+            "summaryChars": 83,
+            "schemaChars": 971,
+            "propertiesCount": 10
+          },
+          {
+            "name": "feishu_drive",
+            "summaryChars": 81,
+            "schemaChars": 486,
+            "propertiesCount": 5
+          },
+          {
+            "name": "feishu_bitable_get_meta",
+            "summaryChars": 114,
+            "schemaChars": 170,
+            "propertiesCount": 1
+          },
+          {
+            "name": "feishu_bitable_list_fields",
+            "summaryChars": 76,
+            "schemaChars": 255,
+            "propertiesCount": 2
+          },
+          {
+            "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
+          }
+        ]
+      }
+    },
+    "estimatedCostUsd": 0.06711792
+  },
+  "agent:haonan:cron:aa4d2de9-79be-4262-83ee-af8824793bfc:run:eebeac22-efa7-413e-a615-e2e4f12e66bf": {
+    "sessionId": "eebeac22-efa7-413e-a615-e2e4f12e66bf",
+    "updatedAt": 1778782200012,
+    "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": 200000,
+    "inputTokens": 489,
+    "outputTokens": 73,
+    "totalTokens": 18852,
+    "totalTokensFresh": true,
+    "cacheRead": 37056,
+    "cacheWrite": 0,
+    "authProfileOverride": "minimax:cn",
+    "authProfileOverrideSource": "auto",
+    "authProfileOverrideCompactionCount": 0,
+    "systemPromptReport": {
+      "source": "run",
+      "generatedAt": 1778695834619,
+      "sessionId": "76af4d5f-802f-4c35-8799-6e6888f587eb",
+      "sessionKey": "agent:haonan:cron:aa4d2de9-79be-4262-83ee-af8824793bfc",
+      "provider": "zhipu",
+      "model": "glm-5",
+      "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": {
+        "chars": 23534,
+        "projectContextChars": 14014,
+        "nonProjectContextChars": 9520
+      },
+      "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
+        },
+        {
+          "path": "SELF_IMPROVEMENT_REMINDER.md",
+          "rawChars": 616,
+          "injectedChars": 616,
+          "truncated": false
+        }
+      ],
+      "skills": {
+        "promptChars": 1005,
+        "entries": [
+          {
+            "name": "capability-evolver",
+            "blockChars": 290
+          },
+          {
+            "name": "clawlist",
+            "blockChars": 343
+          }
+        ]
+      },
+      "tools": {
+        "listChars": 4054,
+        "schemaChars": 30173,
+        "entries": [
+          {
+            "name": "read",
+            "summaryChars": 298,
+            "schemaChars": 574,
+            "propertiesCount": 6
+          },
+          {
+            "name": "edit",
+            "summaryChars": 326,
+            "schemaChars": 1103,
+            "propertiesCount": 5
+          },
+          {
+            "name": "write",
+            "summaryChars": 127,
+            "schemaChars": 497,
+            "propertiesCount": 5
+          },
+          {
+            "name": "exec",
+            "summaryChars": 181,
+            "schemaChars": 1098,
+            "propertiesCount": 12
+          },
+          {
+            "name": "process",
+            "summaryChars": 85,
+            "schemaChars": 961,
+            "propertiesCount": 12
+          },
+          {
+            "name": "canvas",
+            "summaryChars": 106,
+            "schemaChars": 661,
+            "propertiesCount": 18
+          },
+          {
+            "name": "nodes",
+            "summaryChars": 118,
+            "schemaChars": 1589,
+            "propertiesCount": 32
+          },
+          {
+            "name": "cron",
+            "summaryChars": 3570,
+            "schemaChars": 690,
+            "propertiesCount": 13
+          },
+          {
+            "name": "message",
+            "summaryChars": 203,
+            "schemaChars": 5628,
+            "propertiesCount": 104
+          },
+          {
+            "name": "tts",
+            "summaryChars": 152,
+            "schemaChars": 223,
+            "propertiesCount": 2
+          },
+          {
+            "name": "image_generate",
+            "summaryChars": 435,
+            "schemaChars": 1195,
+            "propertiesCount": 10
+          },
+          {
+            "name": "gateway",
+            "summaryChars": 464,
+            "schemaChars": 497,
+            "propertiesCount": 12
+          },
+          {
+            "name": "agents_list",
+            "summaryChars": 118,
+            "schemaChars": 33,
+            "propertiesCount": 0
+          },
+          {
+            "name": "sessions_list",
+            "summaryChars": 54,
+            "schemaChars": 212,
+            "propertiesCount": 4
+          },
+          {
+            "name": "sessions_history",
+            "summaryChars": 36,
+            "schemaChars": 161,
+            "propertiesCount": 3
+          },
+          {
+            "name": "sessions_send",
+            "summaryChars": 84,
+            "schemaChars": 274,
+            "propertiesCount": 5
+          },
+          {
+            "name": "sessions_yield",
+            "summaryChars": 97,
+            "schemaChars": 60,
+            "propertiesCount": 1
+          },
+          {
+            "name": "sessions_spawn",
+            "summaryChars": 198,
+            "schemaChars": 1179,
+            "propertiesCount": 17
+          },
+          {
+            "name": "subagents",
+            "summaryChars": 105,
+            "schemaChars": 191,
+            "propertiesCount": 4
+          },
+          {
+            "name": "session_status",
+            "summaryChars": 262,
+            "schemaChars": 89,
+            "propertiesCount": 2
+          },
+          {
+            "name": "web_search",
+            "summaryChars": 175,
+            "schemaChars": 1084,
+            "propertiesCount": 9
+          },
+          {
+            "name": "web_fetch",
+            "summaryChars": 129,
+            "schemaChars": 374,
+            "propertiesCount": 3
+          },
+          {
+            "name": "image",
+            "summaryChars": 201,
+            "schemaChars": 342,
+            "propertiesCount": 6
+          },
+          {
+            "name": "browser",
+            "summaryChars": 1066,
+            "schemaChars": 2799,
+            "propertiesCount": 48
+          },
+          {
+            "name": "feishu_doc",
+            "summaryChars": 321,
+            "schemaChars": 2898,
+            "propertiesCount": 27
+          },
+          {
+            "name": "feishu_app_scopes",
+            "summaryChars": 102,
+            "schemaChars": 33,
+            "propertiesCount": 0
+          },
+          {
+            "name": "feishu_chat",
+            "summaryChars": 59,
+            "schemaChars": 606,
+            "propertiesCount": 6
+          },
+          {
+            "name": "feishu_wiki",
+            "summaryChars": 83,
+            "schemaChars": 971,
+            "propertiesCount": 10
+          },
+          {
+            "name": "feishu_drive",
+            "summaryChars": 81,
+            "schemaChars": 486,
+            "propertiesCount": 5
+          },
+          {
+            "name": "feishu_bitable_get_meta",
+            "summaryChars": 114,
+            "schemaChars": 170,
+            "propertiesCount": 1
+          },
+          {
+            "name": "feishu_bitable_list_fields",
+            "summaryChars": 76,
+            "schemaChars": 255,
+            "propertiesCount": 2
+          },
+          {
+            "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
+          }
+        ]
+      }
+    },
+    "estimatedCostUsd": 0.3632380800000001
   }
 }
\ No newline at end of file
diff --git a/agents/ui-designer/sessions/sessions.json b/agents/ui-designer/sessions/sessions.json
index 06bedd8..a368366 100644
--- a/agents/ui-designer/sessions/sessions.json
+++ b/agents/ui-designer/sessions/sessions.json
@@ -774,8 +774,8 @@
     "estimatedCostUsd": 0
   },
   "agent:ui-designer:cron:a1b2c3d4-e5f6-7890-abcd-ef1234567890": {
-    "sessionId": "633b4cb3-cf7d-47a7-abfe-0a6c970daa45",
-    "updatedAt": 1778657400009,
+    "sessionId": "2e0b97df-2103-42aa-967c-70aa635fcda9",
+    "updatedAt": 1778743800011,
     "systemSent": true,
     "label": "Cron: 中国核建每日跟踪",
     "skillsSnapshot": {
@@ -804,11 +804,11 @@
     "modelProvider": "zhipu",
     "model": "glm-5",
     "contextTokens": 200000,
-    "inputTokens": 30467,
-    "outputTokens": 3936,
-    "totalTokens": 33714,
+    "inputTokens": 18577,
+    "outputTokens": 2600,
+    "totalTokens": 23401,
     "totalTokensFresh": true,
-    "cacheRead": 209536,
+    "cacheRead": 230848,
     "cacheWrite": 0,
     "sessionFile": "/home/starmen1265/.openclaw/agents/ui-designer/sessions/20442854-3eb2-4c4f-bc84-74533d3faad4.jsonl",
     "abortedLastRun": false,
@@ -817,8 +817,8 @@
     "authProfileOverrideCompactionCount": 0,
     "systemPromptReport": {
       "source": "run",
-      "generatedAt": 1778657487620,
-      "sessionId": "633b4cb3-cf7d-47a7-abfe-0a6c970daa45",
+      "generatedAt": 1778743860377,
+      "sessionId": "2e0b97df-2103-42aa-967c-70aa635fcda9",
       "sessionKey": "agent:ui-designer:cron:a1b2c3d4-e5f6-7890-abcd-ef1234567890",
       "provider": "zhipu",
       "model": "glm-5",
@@ -1146,8 +1146,8 @@
     "runtimeMs": 2102
   },
   "agent:ui-designer:cron:b2c3d4e5-f6a7-8901-bcde-f12345678901": {
-    "sessionId": "4abe649f-11e4-41be-8630-e20b08535202",
-    "updatedAt": 1778657632786,
+    "sessionId": "a19c817c-ff59-4e91-afc3-369541fde972",
+    "updatedAt": 1778744009225,
     "systemSent": true,
     "label": "Cron: 中国海油每日跟踪",
     "skillsSnapshot": {
@@ -1176,19 +1176,19 @@
     "modelProvider": "minimax",
     "model": "MiniMax-M2.7-highspeed",
     "contextTokens": 204800,
-    "inputTokens": 147266,
-    "outputTokens": 5101,
-    "totalTokens": 32714,
+    "inputTokens": 251358,
+    "outputTokens": 6276,
+    "totalTokens": 45384,
     "totalTokensFresh": true,
-    "cacheRead": 229474,
-    "cacheWrite": 250,
+    "cacheRead": 213083,
+    "cacheWrite": 16641,
     "authProfileOverride": "minimax:cn",
     "authProfileOverrideSource": "auto",
     "authProfileOverrideCompactionCount": 0,
     "systemPromptReport": {
       "source": "run",
-      "generatedAt": 1778657633025,
-      "sessionId": "4abe649f-11e4-41be-8630-e20b08535202",
+      "generatedAt": 1778744009459,
+      "sessionId": "a19c817c-ff59-4e91-afc3-369541fde972",
       "sessionKey": "agent:ui-designer:cron:b2c3d4e5-f6a7-8901-bcde-f12345678901",
       "provider": "minimax",
       "model": "MiniMax-M2.7-highspeed",
@@ -1509,7 +1509,7 @@
         ]
       }
     },
-    "estimatedCostUsd": 2.2160995800000007,
+    "estimatedCostUsd": 2.3180635350000007,
     "status": "failed",
     "startedAt": 1777361564069,
     "abortedLastRun": false,
@@ -1518,8 +1518,8 @@
     "runtimeMs": 2143
   },
   "agent:ui-designer:cron:c3d4e5f6-a7b8-9012-cdef-234567890123": {
-    "sessionId": "9b432e81-b99d-49dc-ba01-0d39d3869a60",
-    "updatedAt": 1778630493371,
+    "sessionId": "6fb7b199-6b6e-4b84-9992-30dc3e8199f9",
+    "updatedAt": 1778716867106,
     "systemSent": true,
     "label": "Cron: 每日热点新闻追踪",
     "skillsSnapshot": {
@@ -1548,11 +1548,11 @@
     "modelProvider": "zhipu",
     "model": "glm-5",
     "contextTokens": 200000,
-    "inputTokens": 21288,
-    "outputTokens": 4035,
-    "totalTokens": 35099,
+    "inputTokens": 23566,
+    "outputTokens": 7584,
+    "totalTokens": 36852,
     "totalTokensFresh": true,
-    "cacheRead": 329216,
+    "cacheRead": 659776,
     "cacheWrite": 0,
     "sessionFile": "/home/starmen1265/.openclaw/agents/ui-designer/sessions/3795c952-0d99-470a-8bee-9f63b83abedd.jsonl",
     "abortedLastRun": false,
@@ -1561,8 +1561,8 @@
     "authProfileOverrideCompactionCount": 0,
     "systemPromptReport": {
       "source": "run",
-      "generatedAt": 1778630553705,
-      "sessionId": "9b432e81-b99d-49dc-ba01-0d39d3869a60",
+      "generatedAt": 1778716906597,
+      "sessionId": "6fb7b199-6b6e-4b84-9992-30dc3e8199f9",
       "sessionKey": "agent:ui-designer:cron:c3d4e5f6-a7b8-9012-cdef-234567890123",
       "provider": "zhipu",
       "model": "glm-5",
@@ -2526,9 +2526,9 @@
     "cacheWrite": 13572,
     "estimatedCostUsd": 0.0646701
   },
-  "agent:ui-designer:cron:c3d4e5f6-a7b8-9012-cdef-234567890123:run:9b432e81-b99d-49dc-ba01-0d39d3869a60": {
-    "sessionId": "9b432e81-b99d-49dc-ba01-0d39d3869a60",
-    "updatedAt": 1778630493371,
+  "agent:ui-designer:cron:c3d4e5f6-a7b8-9012-cdef-234567890123:run:6fb7b199-6b6e-4b84-9992-30dc3e8199f9": {
+    "sessionId": "6fb7b199-6b6e-4b84-9992-30dc3e8199f9",
+    "updatedAt": 1778716867106,
     "systemSent": true,
     "label": "Cron: 每日热点新闻追踪",
     "skillsSnapshot": {
@@ -2557,11 +2557,11 @@
     "modelProvider": "zhipu",
     "model": "glm-5",
     "contextTokens": 200000,
-    "inputTokens": 21288,
-    "outputTokens": 4035,
-    "totalTokens": 35099,
+    "inputTokens": 23566,
+    "outputTokens": 7584,
+    "totalTokens": 36852,
     "totalTokensFresh": true,
-    "cacheRead": 329216,
+    "cacheRead": 659776,
     "cacheWrite": 0,
     "sessionFile": "/home/starmen1265/.openclaw/agents/ui-designer/sessions/3795c952-0d99-470a-8bee-9f63b83abedd.jsonl",
     "abortedLastRun": false,
@@ -2570,8 +2570,8 @@
     "authProfileOverrideCompactionCount": 0,
     "systemPromptReport": {
       "source": "run",
-      "generatedAt": 1778630553705,
-      "sessionId": "9b432e81-b99d-49dc-ba01-0d39d3869a60",
+      "generatedAt": 1778716906597,
+      "sessionId": "6fb7b199-6b6e-4b84-9992-30dc3e8199f9",
       "sessionKey": "agent:ui-designer:cron:c3d4e5f6-a7b8-9012-cdef-234567890123",
       "provider": "zhipu",
       "model": "glm-5",
@@ -2898,9 +2898,9 @@
     "endedAt": 1777939393611,
     "runtimeMs": 1699
   },
-  "agent:ui-designer:cron:a1b2c3d4-e5f6-7890-abcd-ef1234567890:run:633b4cb3-cf7d-47a7-abfe-0a6c970daa45": {
-    "sessionId": "633b4cb3-cf7d-47a7-abfe-0a6c970daa45",
-    "updatedAt": 1778657400009,
+  "agent:ui-designer:cron:a1b2c3d4-e5f6-7890-abcd-ef1234567890:run:2e0b97df-2103-42aa-967c-70aa635fcda9": {
+    "sessionId": "2e0b97df-2103-42aa-967c-70aa635fcda9",
+    "updatedAt": 1778743800011,
     "systemSent": true,
     "label": "Cron: 中国核建每日跟踪",
     "skillsSnapshot": {
@@ -2929,11 +2929,11 @@
     "modelProvider": "zhipu",
     "model": "glm-5",
     "contextTokens": 200000,
-    "inputTokens": 30467,
-    "outputTokens": 3936,
-    "totalTokens": 33714,
+    "inputTokens": 18577,
+    "outputTokens": 2600,
+    "totalTokens": 23401,
     "totalTokensFresh": true,
-    "cacheRead": 209536,
+    "cacheRead": 230848,
     "cacheWrite": 0,
     "sessionFile": "/home/starmen1265/.openclaw/agents/ui-designer/sessions/20442854-3eb2-4c4f-bc84-74533d3faad4.jsonl",
     "abortedLastRun": false,
@@ -2942,8 +2942,8 @@
     "authProfileOverrideCompactionCount": 0,
     "systemPromptReport": {
       "source": "run",
-      "generatedAt": 1778657487620,
-      "sessionId": "633b4cb3-cf7d-47a7-abfe-0a6c970daa45",
+      "generatedAt": 1778743860377,
+      "sessionId": "2e0b97df-2103-42aa-967c-70aa635fcda9",
       "sessionKey": "agent:ui-designer:cron:a1b2c3d4-e5f6-7890-abcd-ef1234567890",
       "provider": "zhipu",
       "model": "glm-5",
@@ -3270,9 +3270,9 @@
     "endedAt": 1777361462485,
     "runtimeMs": 2102
   },
-  "agent:ui-designer:cron:b2c3d4e5-f6a7-8901-bcde-f12345678901:run:4abe649f-11e4-41be-8630-e20b08535202": {
-    "sessionId": "4abe649f-11e4-41be-8630-e20b08535202",
-    "updatedAt": 1778657632786,
+  "agent:ui-designer:cron:b2c3d4e5-f6a7-8901-bcde-f12345678901:run:a19c817c-ff59-4e91-afc3-369541fde972": {
+    "sessionId": "a19c817c-ff59-4e91-afc3-369541fde972",
+    "updatedAt": 1778744009225,
     "systemSent": true,
     "label": "Cron: 中国海油每日跟踪",
     "skillsSnapshot": {
@@ -3301,19 +3301,19 @@
     "modelProvider": "minimax",
     "model": "MiniMax-M2.7-highspeed",
     "contextTokens": 204800,
-    "inputTokens": 147266,
-    "outputTokens": 5101,
-    "totalTokens": 32714,
+    "inputTokens": 251358,
+    "outputTokens": 6276,
+    "totalTokens": 45384,
     "totalTokensFresh": true,
-    "cacheRead": 229474,
-    "cacheWrite": 250,
+    "cacheRead": 213083,
+    "cacheWrite": 16641,
     "authProfileOverride": "minimax:cn",
     "authProfileOverrideSource": "auto",
     "authProfileOverrideCompactionCount": 0,
     "systemPromptReport": {
       "source": "run",
-      "generatedAt": 1778657633025,
-      "sessionId": "4abe649f-11e4-41be-8630-e20b08535202",
+      "generatedAt": 1778744009459,
+      "sessionId": "a19c817c-ff59-4e91-afc3-369541fde972",
       "sessionKey": "agent:ui-designer:cron:b2c3d4e5-f6a7-8901-bcde-f12345678901",
       "provider": "minimax",
       "model": "MiniMax-M2.7-highspeed",
@@ -3634,7 +3634,7 @@
         ]
       }
     },
-    "estimatedCostUsd": 2.2160995800000007,
+    "estimatedCostUsd": 2.3180635350000007,
     "status": "failed",
     "startedAt": 1777361564069,
     "abortedLastRun": false,
diff --git a/cron/jobs.json b/cron/jobs.json
index 55aeeaa..1e281a8 100644
--- a/cron/jobs.json
+++ b/cron/jobs.json
@@ -7,7 +7,7 @@
       "name": "backup-openclaw-json",
       "enabled": true,
       "createdAtMs": 1772261581796,
-      "updatedAtMs": 1778695289461,
+      "updatedAtMs": 1778781675929,
       "schedule": {
         "kind": "cron",
         "expr": "0 2 * * *",
@@ -23,10 +23,10 @@
         "mode": "announce"
       },
       "state": {
-        "nextRunAtMs": 1778781600000,
-        "lastRunAtMs": 1778695200007,
+        "nextRunAtMs": 1778868000000,
+        "lastRunAtMs": 1778781600003,
         "lastStatus": "ok",
-        "lastDurationMs": 89454,
+        "lastDurationMs": 75926,
         "consecutiveErrors": 0,
         "lastRunStatus": "ok",
         "lastDelivered": true,
@@ -59,7 +59,8 @@
         "consecutiveErrors": 0,
         "lastRunStatus": "ok",
         "lastDeliveryStatus": "delivered",
-        "lastDelivered": true
+        "lastDelivered": true,
+        "runningAtMs": 1778782200003
       },
       "delivery": {
         "mode": "announce"
@@ -71,7 +72,7 @@
       "name": "capability-evolver-daily",
       "enabled": true,
       "createdAtMs": 1772550743528,
-      "updatedAtMs": 1778610057506,
+      "updatedAtMs": 1778696492973,
       "schedule": {
         "kind": "cron",
         "expr": "20 2 * * *",
@@ -92,14 +93,14 @@
         "to": "feishu-pm"
       },
       "state": {
-        "nextRunAtMs": 1778696400000,
-        "lastRunAtMs": 1778610000006,
+        "nextRunAtMs": 1778782800000,
+        "lastRunAtMs": 1778696400004,
         "lastStatus": "error",
-        "lastDurationMs": 57500,
-        "consecutiveErrors": 42,
+        "lastDurationMs": 92969,
+        "consecutiveErrors": 43,
         "lastRunStatus": "error",
         "lastDeliveryStatus": "unknown",
-        "runningAtMs": 1778696400002
+        "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": 1778610680678,
+      "updatedAtMs": 1778697056204,
       "schedule": {
         "kind": "cron",
         "expr": "30 2 * * *",
@@ -127,11 +128,11 @@
         "channel": "last"
       },
       "state": {
-        "nextRunAtMs": 1778697000000,
-        "lastRunAtMs": 1778610600006,
+        "nextRunAtMs": 1778783400000,
+        "lastRunAtMs": 1778697000004,
         "lastRunStatus": "ok",
         "lastStatus": "ok",
-        "lastDurationMs": 80672,
+        "lastDurationMs": 56200,
         "lastDeliveryStatus": "delivered",
         "consecutiveErrors": 0,
         "lastDelivered": true
@@ -143,7 +144,7 @@
       "name": "zq_workspace_sync",
       "enabled": true,
       "createdAtMs": 1772551807455,
-      "updatedAtMs": 1778611200013,
+      "updatedAtMs": 1778697600010,
       "schedule": {
         "expr": "40 2 * * *",
         "kind": "cron",
@@ -156,8 +157,8 @@
         "text": "执行 zq 工作区同步：bash ~/.openclaw/cron/scripts/zq_workspace_sync.sh"
       },
       "state": {
-        "nextRunAtMs": 1778697600000,
-        "lastRunAtMs": 1778611200008,
+        "nextRunAtMs": 1778784000000,
+        "lastRunAtMs": 1778697600005,
         "lastStatus": "skipped",
         "lastDurationMs": 5,
         "consecutiveErrors": 0,
@@ -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": 1778630493362,
+      "updatedAtMs": 1778716867095,
       "schedule": {
         "kind": "cron",
         "expr": "0 8 * * *",
@@ -191,11 +192,11 @@
         "channel": "last"
       },
       "state": {
-        "nextRunAtMs": 1778716800000,
-        "lastRunAtMs": 1778630400004,
+        "nextRunAtMs": 1778803200000,
+        "lastRunAtMs": 1778716800004,
         "lastRunStatus": "ok",
         "lastStatus": "ok",
-        "lastDurationMs": 93358,
+        "lastDurationMs": 67091,
         "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": 1778626880932,
+      "updatedAtMs": 1778713258554,
       "schedule": {
         "kind": "cron",
         "expr": "0 7 * * *",
@@ -226,11 +227,11 @@
         "channel": "last"
       },
       "state": {
-        "nextRunAtMs": 1778713200000,
-        "lastRunAtMs": 1778626800004,
+        "nextRunAtMs": 1778799600000,
+        "lastRunAtMs": 1778713200004,
         "lastRunStatus": "ok",
         "lastStatus": "ok",
-        "lastDurationMs": 80928,
+        "lastDurationMs": 58550,
         "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": 1778657632757,
+      "updatedAtMs": 1778744009216,
       "schedule": {
         "kind": "cron",
         "expr": "30 15 * * 1-5",
@@ -297,13 +298,13 @@
         "to": "user:ou_9847ce84b960736c14554730b41e4957"
       },
       "state": {
-        "nextRunAtMs": 1778743800000,
-        "lastRunAtMs": 1778657400003,
+        "nextRunAtMs": 1778830200000,
+        "lastRunAtMs": 1778743800004,
         "lastRunStatus": "error",
         "lastStatus": "error",
-        "lastDurationMs": 232754,
+        "lastDurationMs": 209212,
         "lastDeliveryStatus": "delivered",
-        "consecutiveErrors": 1,
+        "consecutiveErrors": 2,
         "lastDelivered": true,
         "lastError": "⚠️ ✉️ Message failed"
       }
@@ -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": 1778657751842,
+      "updatedAtMs": 1778744156171,
       "schedule": {
         "kind": "cron",
         "expr": "30 15 * * 1-5",
@@ -333,13 +334,13 @@
         "to": "user:ou_9847ce84b960736c14554730b41e4957"
       },
       "state": {
-        "nextRunAtMs": 1778743800000,
-        "lastRunAtMs": 1778657632757,
+        "nextRunAtMs": 1778830200000,
+        "lastRunAtMs": 1778744009216,
         "lastRunStatus": "error",
         "lastStatus": "error",
-        "lastDurationMs": 119085,
+        "lastDurationMs": 146955,
         "lastDeliveryStatus": "delivered",
-        "consecutiveErrors": 1,
+        "consecutiveErrors": 2,
         "lastDelivered": true,
         "lastError": "⚠️ ✉️ Message failed"
       }
@@ -351,7 +352,7 @@
       "description": "每天早上8点追踪热点新闻并推送",
       "enabled": true,
       "createdAtMs": 1774274400000,
-      "updatedAtMs": 1778630714031,
+      "updatedAtMs": 1778717178393,
       "schedule": {
         "kind": "cron",
         "expr": "0 8 * * *",
@@ -369,15 +370,14 @@
         "to": "user:ou_9847ce84b960736c14554730b41e4957"
       },
       "state": {
-        "nextRunAtMs": 1778716800000,
-        "lastRunAtMs": 1778630493362,
-        "lastRunStatus": "error",
-        "lastStatus": "error",
-        "lastDurationMs": 220669,
+        "nextRunAtMs": 1778803200000,
+        "lastRunAtMs": 1778716867095,
+        "lastRunStatus": "ok",
+        "lastStatus": "ok",
+        "lastDurationMs": 311298,
         "lastDeliveryStatus": "delivered",
-        "consecutiveErrors": 7,
-        "lastDelivered": true,
-        "lastError": "⚠️ ✉️ Message failed"
+        "consecutiveErrors": 0,
+        "lastDelivered": true
       }
     }
   ]
diff --git a/cron/logs/daily-review.log b/cron/logs/daily-review.log
index 5d0692b..342d26d 100644
--- a/cron/logs/daily-review.log
+++ b/cron/logs/daily-review.log
@@ -20,3 +20,6 @@
 [2026-05-13 02:31:07] 3. 清理 TODO.md 中的已完成任务...
 [2026-05-13 02:31:07] 4. 挂载点自动同步到 NAS，无需手动操作
 [2026-05-13 02:31:07] === 每日回顾整理完成 ===
+[2026-05-14 02:30:48] === 每日回顾整理开始 ===
+[2026-05-14 02:30:48] 处理日期: 2026-05-13
+[2026-05-14 02:30:48] 没有已完成的任务，跳过
diff --git a/tasks/runs.sqlite-shm b/tasks/runs.sqlite-shm
index 80da504..2e5f237 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 c0cf632..79930ca 100644
Binary files a/tasks/runs.sqlite-wal and b/tasks/runs.sqlite-wal differ