diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 4dd38e49c2..075d8964e7 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
       "taskType": "text-generation"
     }
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 2f27ced21d..83e7759418 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 0f94e1b891..b9aa9b039b 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
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@@ -56,7 +56,7 @@
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   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -150,6 +150,22 @@
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T17:35:53.643440+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Ascend_910-b4": {
+      "taskTypes": [
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+        "text-to-image-generation",
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+      ],
+      "updatedAt": "2026-10-25T17:35:53.687791+00:00"
+    },
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@@ -175,6 +191,12 @@
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       "updatedAt": "2026-10-25T17:13:41.482717+00:00"
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+      "taskTypes": [
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+      ],
+      "updatedAt": "2026-10-25T17:35:53.612727+00:00"
+    },
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@@ -601,6 +623,14 @@
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       "updatedAt": "2026-10-25T17:13:41.539279+00:00"
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T17:35:53.665152+00:00"
+    },
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@@ -618,12 +648,26 @@
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       "updatedAt": "2026-10-25T17:13:41.481970+00:00"
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+    "https://modelscope.cn/models/IFM/Jais-3-3.7B-FP8|2026-10-25T15:33:35+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
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+      ],
+      "updatedAt": "2026-10-25T17:35:53.612012+00:00"
+    },
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       ],
       "updatedAt": "2026-10-25T17:34:13.165669+00:00"
     },
+    "https://modelscope.cn/models/IFM/Jais-3-32B-FP8|2026-10-25T15:26:39+00:00|Ascend_910-b4": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T17:35:53.708130+00:00"
+    },
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@@ -649,6 +693,12 @@
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       "updatedAt": "2026-10-25T17:13:41.538961+00:00"
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+    "https://modelscope.cn/models/IFM/Jais-3-32B-FP8|2026-10-25T15:26:39+00:00|Kunlunxin_p-800": {
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+      ],
+      "updatedAt": "2026-10-25T17:35:53.668194+00:00"
+    },
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@@ -686,12 +736,26 @@
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+      ],
+      "updatedAt": "2026-10-25T17:35:53.612204+00:00"
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       "updatedAt": "2026-10-25T17:34:13.165958+00:00"
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+      "updatedAt": "2026-10-25T17:35:53.775831+00:00"
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+      ],
+      "updatedAt": "2026-10-25T17:35:53.728019+00:00"
+    },
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@@ -729,6 +799,22 @@
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       "updatedAt": "2026-10-25T17:24:22.031376+00:00"
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+        "text-to-image-generation",
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+      ],
+      "updatedAt": "2026-10-25T17:35:53.769378+00:00"
+    },
+    "https://modelscope.cn/models/ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF|2026-10-25T14:50:49+00:00|Ascend_910-b4": {
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+        "text-to-image-generation",
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+      "updatedAt": "2026-10-25T17:35:53.831946+00:00"
+    },
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@@ -754,6 +840,12 @@
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+      ],
+      "updatedAt": "2026-10-25T17:35:53.729803+00:00"
+    },
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@@ -780,7 +872,7 @@
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@@ -854,13 +933,7 @@
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-      "updatedAt": "2026-10-25T17:11:56.656061+00:00"
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@@ -932,13 +992,7 @@
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-      "updatedAt": "2026-10-25T17:11:56.646041+00:00"
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@@ -956,19 +1010,6 @@
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@@ -982,7 +1023,7 @@
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-      "updatedAt": "2026-10-25T17:11:56.566327+00:00"
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@@ -1018,13 +1059,7 @@
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-      "updatedAt": "2026-10-25T17:11:56.859416+00:00"
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@@ -1042,19 +1077,6 @@
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@@ -1068,7 +1090,7 @@
       "taskTypes": [
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-      "updatedAt": "2026-10-25T17:11:56.799935+00:00"
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@@ -1098,6 +1120,14 @@
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       "updatedAt": "2026-10-25T17:13:41.642063+00:00"
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+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T17:35:53.825680+00:00"
+    },
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@@ -1123,6 +1153,12 @@
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       "updatedAt": "2026-10-25T17:13:41.601044+00:00"
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+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-25T14:36:59+00:00|Kunlunxin_p-800": {
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+      "updatedAt": "2026-10-25T17:35:53.778230+00:00"
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@@ -1151,6 +1187,14 @@
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       "updatedAt": "2026-10-25T17:13:41.786447+00:00"
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+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-25T14:07:13+00:00|Ascend_910-b4": {
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+        "text-to-image-generation",
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+      "updatedAt": "2026-10-25T17:35:53.982668+00:00"
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@@ -1176,6 +1220,12 @@
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       "updatedAt": "2026-10-25T17:13:41.730278+00:00"
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+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-25T14:07:13+00:00|Kunlunxin_p-800": {
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+      "updatedAt": "2026-10-25T17:35:53.923979+00:00"
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@@ -1243,13 +1293,7 @@
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-      "updatedAt": "2026-10-25T17:11:56.979207+00:00"
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@@ -1267,19 +1311,6 @@
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@@ -1976,6 +1968,12 @@
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@@ -4408,13 +4406,7 @@
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@@ -4685,6 +4664,14 @@
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@@ -4710,6 +4697,12 @@
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+    "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-10-25T14:00:43+00:00|Kunlunxin_p-800": {
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@@ -4792,13 +4766,13 @@
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@@ -6624,6 +6527,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-25T17:34:12.460662+00:00",
+  "taskTreeUpdatedAt": "2026-10-25T17:35:53.453718+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 0aae223c72..f395896671 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3847,6 +3847,18 @@
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diff --git a/manifest.json b/manifest.json
index 55499601bc..ba37e503b3 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
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+  "phase": "intent",
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 }