diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index f6872b87eb..1d6c46414f 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-10-20T15:58:09.272208+00:00",
+  "communityAttemptedAt": "2026-10-20T16:13:45.661642+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-10-20T15:58:09.272208+00:00",
+  "communityUpdatedAt": "2026-10-20T16:13:45.661642+00:00",
   "frameworkAttemptedAt": "2026-10-20T14:02:33.198170+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-20T16:09:41.451069+00:00",
+  "generatedAt": "2026-10-20T16:13:45.661642+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index f3db38b0a8..35327f8d97 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-20T16:09:41.451069+00:00",
+  "catalogUpdatedAt": "2026-10-20T16:13:45.661642+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-20T16:09:41.451069+00:00",
+  "generatedAt": "2026-10-20T16:15:37.055577+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -842,13 +842,51 @@
       ],
       "updatedAt": "2026-10-20T15:24:56.365509+00:00"
     },
-    "https://modelscope.cn/models/ManniX-ITA/Qwen3.6-27B-A3B-Coder|2026-09-16T17:27:29+00:00|Ascend_910-b3": {
+    "https://modelscope.cn/models/MNN/Qwen3.5-35B-A3B-MNN|2026-10-20T16:06:33+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-19T02:08:57.266301+00:00"
+      "updatedAt": "2026-10-20T16:15:36.748841+00:00"
+    },
+    "https://modelscope.cn/models/MNN/Qwen3.5-35B-A3B-MNN|2026-10-20T16:06:33+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-20T16:15:36.803495+00:00"
+    },
+    "https://modelscope.cn/models/MNN/Qwen3.5-35B-A3B-MNN|2026-10-20T16:06:33+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-20T16:15:36.987496+00:00"
+    },
+    "https://modelscope.cn/models/MNN/Qwen3.5-35B-A3B-MNN|2026-10-20T16:06:33+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-20T16:15:36.957300+00:00"
+    },
+    "https://modelscope.cn/models/MNN/Qwen3.5-35B-A3B-MNN|2026-10-20T16:06:33+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-20T16:15:36.860857+00:00"
+    },
+    "https://modelscope.cn/models/MNN/Qwen3.5-35B-A3B-MNN|2026-10-20T16:06:33+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-20T16:15:37.055577+00:00"
     },
     "https://modelscope.cn/models/Mungert/MiniCPM5-2B-GGUF|2026-09-16T05:39:40+00:00|Kunlunxin_p-800": {
       "taskTypes": [
@@ -1974,14 +2012,6 @@
       ],
       "updatedAt": "2026-10-19T10:04:44.475845+00:00"
     },
-    "https://modelscope.cn/models/Youssofal/Qwen3.6-35B-A3B-MTPLX-Optimized-Speed|2026-09-17T13:56:15+00:00|Cambricon_mlu-370-x8": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-19T02:08:56.848888+00:00"
-    },
     "https://modelscope.cn/models/agentionai/Qwen3.8-27B-DFlash2-ROCmFP4-FAST-GGUF|2026-09-03T03:52:57+00:00|Ascend_910-b3": {
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         "text-generation",
@@ -4570,14 +4600,6 @@
       ],
       "updatedAt": "2026-10-19T02:08:59.255574+00:00"
     },
-    "https://modelscope.cn/models/junwenlu/Qwen3.8-27B-Ridge-3.7bpw|2026-09-16T09:05:06+00:00|Ascend_910-b4": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-19T02:08:59.172784+00:00"
-    },
     "https://modelscope.cn/models/junwenlu/Qwen3.8-27B-Ridge-3.7bpw|2026-09-16T09:05:06+00:00|Cambricon_mlu-370-x4": {
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         "text-generation",
@@ -4868,28 +4890,6 @@
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       "updatedAt": "2026-10-20T04:35:25.272873+00:00"
     },
-    "https://modelscope.cn/models/mlx-community/NVIDIA-Nemotron-3-Super-120B-A12B-OptiQ-2bit|2026-09-16T17:21:18+00:00|Ascend_910-b3": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-19T02:08:57.283798+00:00"
-    },
-    "https://modelscope.cn/models/mlx-community/NVIDIA-Nemotron-3-Super-120B-A12B-OptiQ-2bit|2026-09-16T17:21:18+00:00|Kunlunxin_p-800": {
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-        "text-generation"
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-      "updatedAt": "2026-10-19T02:08:57.312303+00:00"
-    },
-    "https://modelscope.cn/models/mlx-community/NVIDIA-Nemotron-3-Super-120B-A12B-OptiQ-2bit|2026-09-16T17:21:18+00:00|MetaX_c-500": {
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-        "text-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-19T02:08:57.379849+00:00"
-    },
     "https://modelscope.cn/models/mlx-community/Ornith-1.5-9B-OptiQ-4bit|2026-09-15T15:06:14+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -6532,6 +6532,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-20T16:09:41.451069+00:00",
+  "taskTreeUpdatedAt": "2026-10-20T16:13:45.661642+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 42da84c9b5..ffeca5b7da 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -12,6 +12,7 @@
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diff --git a/manifest.json b/manifest.json
index 259f7cd6a0..4eceb02053 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,20 +4,20 @@
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-    ".modelhub_state/market_intelligence.json": "0c94f41c0281d4ef2b92209d3cca9dfb8a2dcc954e5e01a245c842694e7f208c",
-    ".modelhub_state/official_capabilities.json": "4610cc33b84cb62ea8e586206609433f7c8276b32b788ba58ea64a064d72d689",
+    ".modelhub_state/market_intelligence.json": "451afba72778b1dd356980f82835742b76514ba84502324c88916ee1e260fa87",
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-    ".modelhub_state/recovery_intents.jsonl": "28e12c47ba2fa688995ec3e74149d64c9e503339d10c26d9b7320841601f42ce",
+    ".modelhub_state/recovery_intents.jsonl": "2c824f64df394cec5bf5b47922ff1f0685b2b30ee97637adfea5023b7e47d5b4",
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-  "generation": 1178,
-  "phase": "result",
+  "generation": 1179,
+  "phase": "intent",
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-  "updatedAt": "2026-10-20T16:11:26.542146+00:00",
+  "updatedAt": "2026-10-20T16:15:46.226107+00:00",
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 }