diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index d6b3a31e47..deff4229b5 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -1033,7 +1033,7 @@
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index ae7f7da072..cae777ea6d 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 f3e75fe29d..31ec832141 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
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+      "updatedAt": "2026-10-21T09:12:54.767095+00:00"
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-      "updatedAt": "2026-10-21T09:10:57.920011+00:00"
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@@ -494,7 +386,7 @@
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@@ -572,6 +464,22 @@
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T09:12:55.362934+00:00"
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+        "text-to-image-generation",
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@@ -588,6 +496,12 @@
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@@ -1176,6 +1090,22 @@
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@@ -1192,6 +1122,12 @@
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+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-20T13:07:49+00:00|Kunlunxin_p-800": {
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+      "updatedAt": "2026-10-21T09:12:54.858018+00:00"
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@@ -1232,6 +1168,12 @@
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+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-20T14:07:42+00:00|Kunlunxin_p-800": {
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+      "updatedAt": "2026-10-21T09:12:53.802582+00:00"
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@@ -1246,7 +1188,7 @@
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T09:12:56.668254+00:00"
+    },
+    "https://modelscope.cn/models/cpatonn-mirror/granite-4.0-h-tiny-AWQ-4bit|2026-10-19T18:03:21+00:00|Ascend_910-b4": {
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+    },
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@@ -3230,6 +2924,28 @@
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+    "https://modelscope.cn/models/cyankiwi/Agents-A1-AWQ-INT4|2026-10-20T13:32:09+00:00|Kunlunxin_p-800": {
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+      ],
+      "updatedAt": "2026-10-21T09:12:54.545847+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Agents-A1-AWQ-NVFP4|2026-10-19T21:32:10+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T09:12:56.042963+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Agents-A1-AWQ-NVFP4|2026-10-19T21:32:10+00:00|Ascend_910-b4": {
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+        "text-to-image-generation",
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+      "updatedAt": "2026-10-21T09:12:56.105727+00:00"
+    },
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@@ -3246,6 +2962,12 @@
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+    "https://modelscope.cn/models/cyankiwi/Agents-A1-AWQ-NVFP4|2026-10-19T21:32:10+00:00|Kunlunxin_p-800": {
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+      "updatedAt": "2026-10-21T09:12:56.165894+00:00"
+    },
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@@ -3270,6 +2992,14 @@
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       "updatedAt": "2026-10-21T09:10:58.817935+00:00"
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+    "https://modelscope.cn/models/cyankiwi/GLM-5.2-AWQ-INT4|2026-10-20T13:17:54+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T09:12:54.551196+00:00"
+    },
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-    "https://modelscope.cn/models/cyankiwi/GLM-5.3-AWQ-INT4|2026-10-20T14:35:45+00:00|Ascend_910-b3": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-    "https://modelscope.cn/models/cyankiwi/GLM-5.3-AWQ-INT4|2026-10-20T14:35:45+00:00|Ascend_910-b4": {
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-    "https://modelscope.cn/models/cyankiwi/GLM-5.3-AWQ-INT4|2026-10-20T14:35:45+00:00|hygon_k100-ai": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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@@ -3334,13 +3052,19 @@
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       "updatedAt": "2026-10-21T09:10:58.573729+00:00"
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+    "https://modelscope.cn/models/cyankiwi/Hy3-AWQ-NVFP4|2026-10-20T14:28:53+00:00|Kunlunxin_p-800": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T09:12:53.516207+00:00"
+    },
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-      "updatedAt": "2026-10-21T09:09:11.338379+00:00"
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-      "updatedAt": "2026-10-21T09:09:11.367725+00:00"
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@@ -3362,7 +3086,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-21T09:09:11.495925+00:00"
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@@ -3384,7 +3108,7 @@
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@@ -3418,6 +3142,12 @@
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+    "https://modelscope.cn/models/cyankiwi/Ornith-1.0-35B-AWQ-FP8|2026-10-20T14:01:12+00:00|Kunlunxin_p-800": {
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+      "updatedAt": "2026-10-21T09:12:54.102244+00:00"
+    },
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@@ -3442,6 +3172,12 @@
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+    "https://modelscope.cn/models/cyankiwi/Ornith-1.0-35B-AWQ-INT4|2026-10-20T13:37:13+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
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+      ],
+      "updatedAt": "2026-10-21T09:12:54.333386+00:00"
+    },
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@@ -3474,6 +3210,12 @@
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+    "https://modelscope.cn/models/cyankiwi/Ornith-1.0-9B-AWQ-FP8|2026-10-20T12:49:10+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
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+      "updatedAt": "2026-10-21T09:12:54.774269+00:00"
+    },
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@@ -3488,7 +3230,7 @@
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@@ -3510,7 +3252,7 @@
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@@ -3560,6 +3302,12 @@
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+    "https://modelscope.cn/models/cyankiwi/Qwen-AgentWorld-35B-A3B-AWQ-FP8|2026-10-20T13:33:43+00:00|Kunlunxin_p-800": {
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+      "updatedAt": "2026-10-21T09:12:54.351407+00:00"
+    },
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@@ -3568,6 +3316,12 @@
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       "updatedAt": "2026-10-21T09:11:00.380958+00:00"
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+    "https://modelscope.cn/models/cyankiwi/Qwen-AgentWorld-35B-A3B-AWQ-INT4|2026-10-20T14:24:28+00:00|Kunlunxin_p-800": {
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+      "updatedAt": "2026-10-21T09:12:53.520766+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Qwen-AgentWorld-35B-A3B-AWQ-INT4|2026-10-20T14:24:28+00:00|hygon_k100-ai": {
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@@ -3582,7 +3336,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-21T09:09:14.012245+00:00"
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@@ -3590,7 +3344,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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@@ -3612,7 +3366,7 @@
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@@ -3628,7 +3382,7 @@
         "text-to-image-generation",
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@@ -3636,7 +3390,7 @@
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-      "updatedAt": "2026-10-21T09:09:13.964596+00:00"
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+    "https://modelscope.cn/models/onnx-community/Qwen3-4B-ONNX|2026-10-19T21:38:47+00:00|Ascend_910-b4": {
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+    "https://modelscope.cn/models/skyai/GLM-5.3-W4A8|2026-10-20T02:12:31+00:00|Kunlunxin_p-800": {
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+    "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-10-20T13:13:54+00:00|Ascend_910-b3": {
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+      "updatedAt": "2026-10-21T09:13:01.029480+00:00"
     },
     "https://modelscope.cn/models/yuyuyu223/DeepSeek-V4.1-Flash-1017-EXL3-3bpw-2xRTXPRO6000|2026-10-18T16:45:40+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -5904,7 +5784,7 @@
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-21T09:09:15.618007+00:00"
+      "updatedAt": "2026-10-21T09:13:01.107276+00:00"
     },
     "https://modelscope.cn/models/yuyuyu223/DeepSeek-V4.1-Flash-1017-EXL3-3bpw-2xRTXPRO6000|2026-10-18T16:45:40+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -5946,6 +5826,12 @@
       ],
       "updatedAt": "2026-10-21T09:11:01.674354+00:00"
     },
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T09:12:55.224653+00:00"
+    },
     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
@@ -6635,6 +6521,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-21T09:10:55.555227+00:00",
+  "taskTreeUpdatedAt": "2026-10-21T09:12:51.766706+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index df34510585..6a6946c564 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3664,6 +3664,18 @@
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diff --git a/manifest.json b/manifest.json
index f79cbf6937..84b2c896bd 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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-    ".modelhub_state/architecture_compatibility_blacklist.json": "9c67d437079062fbb1f9ff2e359407b57d212144159c0658906cfc97fdcb9df8",
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-  "phase": "cycle",
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+  "phase": "intent",
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 }