diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 5d63a6ab33..173b02cd17 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -461,7 +461,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-11-01T18:07:01.144275+00:00",
+  "generatedAt": "2026-11-01T18:08:04.808879+00:00",
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     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 58178ac629..b5e6ac7413 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-11-01T18:07:01.144275+00:00",
+  "catalogUpdatedAt": "2026-11-01T18:08:04.808879+00:00",
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     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-11-01T18:07:01.144275+00:00",
+  "generatedAt": "2026-11-01T18:08:08.065037+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -716,21 +716,6 @@
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       "updatedAt": "2026-10-31T04:10:42.406692+00:00"
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-      "updatedAt": "2026-10-31T04:10:42.353036+00:00"
-    },
-    "https://modelscope.cn/models/Dalvlad/Qwen3.5-Ornimo-SLERP-9B-GGUF|2026-09-23T07:20:13+00:00|Iluvatar_mrv-100": {
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-        "visual-multi-modal"
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-    },
     "https://modelscope.cn/models/Dalvlad/Qwen3.5-Ornimo-SLERP-9B-GGUF|2026-09-23T07:20:13+00:00|Mthreads_s4000": {
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         "text-generation",
@@ -738,12 +723,6 @@
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       "updatedAt": "2026-10-31T04:10:42.482719+00:00"
     },
-    "https://modelscope.cn/models/Dalvlad/Qwen3.5-Ornimo-SLERP-9B-GGUF|2026-09-23T07:20:13+00:00|Vastai_va16": {
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-      "updatedAt": "2026-10-31T04:10:42.265965+00:00"
-    },
     "https://modelscope.cn/models/Dalvlad/Qwen3.5-Ornimo-SLERP-9B-GGUF|2026-09-23T07:20:13+00:00|hygon_k100-ai": {
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         "text-generation",
@@ -758,14 +737,6 @@
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       "updatedAt": "2026-11-01T14:28:43.098560+00:00"
     },
-    "https://modelscope.cn/models/GnLOLot/MiniCPM5-2B-Claude-Fable5-1-Thinking-Agentic-GGUF|2026-09-21T18:38:30+00:00|Iluvatar_bi-100": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-31T04:10:42.289633+00:00"
-    },
     "https://modelscope.cn/models/GnLOLot/MiniCPM5-2B-Claude-Fable5-1-Thinking-Agentic|2026-09-21T18:33:19+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -3157,6 +3128,48 @@
       ],
       "updatedAt": "2026-11-01T04:13:16.289169+00:00"
     },
+    "https://modelscope.cn/models/ggml-org/spec-for-testing-GGUF|2026-10-30T18:40:13+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-11-01T18:08:07.972381+00:00"
+    },
+    "https://modelscope.cn/models/ggml-org/spec-for-testing-GGUF|2026-10-30T18:40:13+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-11-01T18:08:07.720570+00:00"
+    },
+    "https://modelscope.cn/models/ggml-org/spec-for-testing-GGUF|2026-10-30T18:40:13+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-11-01T18:08:07.688701+00:00"
+    },
+    "https://modelscope.cn/models/ggml-org/spec-for-testing-GGUF|2026-10-30T18:40:13+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-11-01T18:08:08.003937+00:00"
+    },
+    "https://modelscope.cn/models/ggml-org/spec-for-testing-GGUF|2026-10-30T18:40:13+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-11-01T18:08:08.034772+00:00"
+    },
+    "https://modelscope.cn/models/ggml-org/spec-for-testing-GGUF|2026-10-30T18:40:13+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-11-01T18:08:08.065037+00:00"
+    },
     "https://modelscope.cn/models/hcnote/Qing-Sec-20B-Qwen3.8-27B-Slim|2026-09-11T16:44:19+00:00|Kunlunxin_p-800": {
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         "text-generation"
@@ -5562,20 +5575,6 @@
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       "updatedAt": "2026-11-01T15:19:13.459235+00:00"
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-    "https://modelscope.cn/models/prithivMLmods/APUS-OpenJev-v1-4B-GGUF|2026-09-22T18:59:12+00:00|Ascend_910-b3": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-31T04:10:42.313172+00:00"
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-    "https://modelscope.cn/models/prithivMLmods/APUS-OpenJev-v1-4B-GGUF|2026-09-22T18:59:12+00:00|Biren_166m": {
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-      "updatedAt": "2026-10-31T04:10:42.266293+00:00"
-    },
     "https://modelscope.cn/models/prithivMLmods/APUS-OpenJev-v1-4B-GGUF|2026-09-22T18:59:12+00:00|Mthreads_s4000": {
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         "text-generation",
@@ -6587,6 +6586,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-11-01T18:07:01.144275+00:00",
+  "taskTreeUpdatedAt": "2026-11-01T18:08:04.808879+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 6e592f9782..3c92a5b764 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -174,6 +174,7 @@
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diff --git a/manifest.json b/manifest.json
index 91544c882f..c4f68671b2 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,21 +4,21 @@
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-    ".modelhub_state/market_intelligence.json": "7d8fec10f42a8a3f99d2129932dbdce7a5f7d0c737a21f134cd5ddd5327d4264",
-    ".modelhub_state/official_capabilities.json": "94eb7272309467ec06b28fa9a5384c4d83d892c27554ffc4858ef9eb232278f1",
+    ".modelhub_state/market_intelligence.json": "8450eb898a444b0476b5f2048a3b43558ee4c595ac9985ddd59786bee5d79b3c",
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-    ".modelhub_state/recovery_intents.jsonl": "21c9808501252d76c9c02b32a40b4677418e2f21dc4a4289b20a365000ecfe9f",
+    ".modelhub_state/recovery_intents.jsonl": "ea0455ca47ab3d0499e60612faa1e9f32768d9be61137372c2624772bb2bd0f7",
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-  "generation": 18764,
-  "phase": "cycle",
+  "generation": 18765,
+  "phase": "intent",
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-  "updatedAt": "2026-11-01T18:07:01.540191+00:00",
+  "updatedAt": "2026-11-01T18:08:10.847940+00:00",
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 }