diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 186642ee5..3b8e05dfb 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-09-29T16:23:36.567600+00:00",
+  "communityAttemptedAt": "2026-09-29T16:40:26.662422+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-09-29T16:23:36.567600+00:00",
+  "communityUpdatedAt": "2026-09-29T16:40:26.662422+00:00",
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@@ -434,7 +434,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index be529c072..4da5c13bb 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
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+  "catalogUpdatedAt": "2026-09-29T16:40:26.662422+00:00",
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@@ -56,7 +56,7 @@
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@@ -582,7 +582,7 @@
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-      "updatedAt": "2026-09-28T18:49:26.388214+00:00"
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-      "updatedAt": "2026-09-28T18:49:26.067563+00:00"
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-      "updatedAt": "2026-09-28T18:49:26.292566+00:00"
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-      "updatedAt": "2026-09-28T18:49:26.493972+00:00"
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-      "updatedAt": "2026-09-28T18:49:26.871394+00:00"
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@@ -2020,6 +2020,15 @@
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       "updatedAt": "2026-09-29T14:14:02.461969+00:00"
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+    "https://modelscope.cn/models/b77968543/Spark-X2.5-4B-Q8_0|2026-09-01T15:35:36+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-29T16:40:34.570497+00:00"
+    },
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@@ -2551,7 +2560,7 @@
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-      "updatedAt": "2026-09-28T18:49:26.068871+00:00"
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-      "updatedAt": "2026-09-28T18:49:26.269775+00:00"
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-      "updatedAt": "2026-09-28T18:49:26.185523+00:00"
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@@ -2695,7 +2704,7 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-09-28T18:49:26.066033+00:00"
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@@ -2720,7 +2729,7 @@
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-      "updatedAt": "2026-09-28T18:49:26.282522+00:00"
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@@ -2741,7 +2750,7 @@
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@@ -2790,7 +2799,7 @@
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@@ -3033,7 +3042,7 @@
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@@ -3079,7 +3088,7 @@
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@@ -3109,14 +3118,6 @@
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@@ -3140,7 +3141,7 @@
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     "https://modelscope.cn/models/incoai/GLM-5.3-Flash-DFlash2|2026-08-31T17:31:00+00:00|Kunlunxin_p-800": {
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@@ -3161,7 +3162,7 @@
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-      "updatedAt": "2026-09-28T18:49:26.071865+00:00"
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@@ -3206,7 +3207,7 @@
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-    "https://modelscope.cn/models/incoai/Qwen3.8-27B-DFlash2|2026-08-20T08:12:23+00:00|Iluvatar_mrv-100": {
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-        "visual-multi-modal"
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-    },
-    "https://modelscope.cn/models/incoai/Qwen3.8-27B-DFlash2|2026-08-20T08:12:23+00:00|Mthreads_s4000": {
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-      "updatedAt": "2026-09-28T18:49:42.061192+00:00"
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@@ -3629,14 +3614,6 @@
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-    "https://modelscope.cn/models/juspay/Kwaipilot-KAT-Dev-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:43:48+00:00|hygon_k100-ai": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-09-28T18:51:03.748364+00:00"
-    },
     "https://modelscope.cn/models/juspay/Qwen2.5-Coder-32B-Instruct-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:41:11+00:00|Ascend_910-b3": {
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@@ -3711,14 +3688,6 @@
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-    "https://modelscope.cn/models/juspay/Qwen2.5-Coder-32B-Instruct-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:41:11+00:00|hygon_k100-ai": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-09-28T18:51:03.748578+00:00"
-    },
     "https://modelscope.cn/models/juspay/xor-lite|2026-09-28T19:03:37+00:00|Ascend_910-b4": {
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@@ -4044,22 +4013,6 @@
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     },
-    "https://modelscope.cn/models/mhybbsl/herobrine-gguf|2026-08-20T04:18:19+00:00|Iluvatar_mrv-100": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-09-28T18:49:42.264205+00:00"
-    },
-    "https://modelscope.cn/models/mhybbsl/herobrine-gguf|2026-08-20T04:18:19+00:00|Mthreads_s4000": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-09-28T18:49:42.154623+00:00"
-    },
     "https://modelscope.cn/models/mlx-community/LFM2.5-1.2B-Instruct-6bit|2026-09-23T17:53:19+00:00|Ascend_910-b3": {
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@@ -4108,6 +4061,14 @@
       ],
       "updatedAt": "2026-09-29T11:50:51.783641+00:00"
     },
+    "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4-DFlash|2026-09-02T12:12:36+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-29T16:40:34.367798+00:00"
+    },
     "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4-DFlash|2026-09-02T12:12:36+00:00|Cambricon_mlu-370-x4": {
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@@ -4131,7 +4092,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-28T18:49:25.956516+00:00"
+      "updatedAt": "2026-09-29T16:40:34.467629+00:00"
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     "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4-DFlash|2026-09-02T12:12:36+00:00|Kunlunxin_p-800": {
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@@ -4152,7 +4113,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-28T18:49:25.878771+00:00"
+      "updatedAt": "2026-09-29T16:40:34.404058+00:00"
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     "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4-DFlash|2026-09-02T12:12:36+00:00|Sunrise_pt-200-x1": {
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@@ -4182,6 +4143,14 @@
       ],
       "updatedAt": "2026-09-29T11:50:51.782966+00:00"
     },
+    "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4-DSpark|2026-09-02T12:12:40+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-29T16:40:34.361885+00:00"
+    },
     "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4-DSpark|2026-09-02T12:12:40+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -4205,7 +4174,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-28T18:49:25.879611+00:00"
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     },
     "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4-DSpark|2026-09-02T12:12:40+00:00|Kunlunxin_p-800": {
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@@ -4287,7 +4256,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-28T18:49:41.557837+00:00"
+      "updatedAt": "2026-09-29T16:40:35.967864+00:00"
     },
     "https://modelscope.cn/models/nv-community/Nemotron-Labs-Audex-2B|2026-08-20T15:59:39+00:00|Kunlunxin_p-800": {
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@@ -4308,7 +4277,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-28T18:49:41.460310+00:00"
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     "https://modelscope.cn/models/nv-community/Nemotron-Labs-Audex-2B|2026-08-20T15:59:39+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -4373,6 +4342,14 @@
       ],
       "updatedAt": "2026-09-29T11:50:46.816152+00:00"
     },
+    "https://modelscope.cn/models/peculiar-ragdoll/Sharp-MiniCPM5-2B-GGUF|2026-09-28T18:36:57+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-29T16:40:33.834266+00:00"
+    },
     "https://modelscope.cn/models/peculiar-ragdoll/Sharp-MiniCPM5-2B-GGUF|2026-09-28T18:36:57+00:00|Cambricon_mlu-370-x4": {
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         "text-generation",
@@ -4389,12 +4366,50 @@
       ],
       "updatedAt": "2026-09-29T14:13:30.857118+00:00"
     },
+    "https://modelscope.cn/models/peculiar-ragdoll/Sharp-MiniCPM5-2B-GGUF|2026-09-28T18:36:57+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-29T16:40:33.954029+00:00"
+    },
+    "https://modelscope.cn/models/peculiar-ragdoll/Sharp-MiniCPM5-2B-GGUF|2026-09-28T18:36:57+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-29T16:40:34.152535+00:00"
+    },
+    "https://modelscope.cn/models/peculiar-ragdoll/Sharp-MiniCPM5-2B-GGUF|2026-09-28T18:36:57+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-29T16:40:33.988359+00:00"
+    },
+    "https://modelscope.cn/models/peculiar-ragdoll/Sharp-MiniCPM5-2B-GGUF|2026-09-28T18:36:57+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-29T16:40:33.868208+00:00"
+    },
     "https://modelscope.cn/models/peculiar-ragdoll/Sharp-MiniCPM5-2B-GGUF|2026-09-28T18:36:57+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
         "text-generation"
       ],
       "updatedAt": "2026-09-28T19:18:51.714952+00:00"
     },
+    "https://modelscope.cn/models/peculiar-ragdoll/Sharp-MiniCPM5-2B-GGUF|2026-09-28T18:36:57+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-09-29T16:40:34.053976+00:00"
+    },
     "https://modelscope.cn/models/peculiar-ragdoll/Sharp-Spark-X2.5-4B-GGUF|2026-09-21T18:31:02+00:00|Ascend_910-b3": {
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         "text-generation",
@@ -4427,15 +4442,6 @@
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       "updatedAt": "2026-09-29T14:13:38.651304+00:00"
     },
-    "https://modelscope.cn/models/peculiar-ragdoll/Sharp-Spark-X2.5-4B-GGUF|2026-09-21T18:31:02+00:00|Iluvatar_mrv-100": {
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-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-09-28T18:51:03.953663+00:00"
-    },
     "https://modelscope.cn/models/peculiar-ragdoll/Sharp-Spark-X2.5-4B-GGUF|2026-09-21T18:31:02+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
@@ -4450,13 +4456,6 @@
       ],
       "updatedAt": "2026-09-29T09:50:51.658417+00:00"
     },
-    "https://modelscope.cn/models/peculiar-ragdoll/Sharp-Spark-X2.5-4B-GGUF|2026-09-21T18:31:02+00:00|Mthreads_s4000": {
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-        "text-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-09-28T18:51:03.893039+00:00"
-    },
     "https://modelscope.cn/models/peculiar-ragdoll/Sharp-Spark-X2.5-4B-GGUF|2026-09-21T18:31:02+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
         "text-generation"
@@ -5037,7 +5036,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-28T18:49:39.651014+00:00"
+      "updatedAt": "2026-09-29T16:40:35.592933+00:00"
     },
     "https://modelscope.cn/models/ubergarm/Qwen3.8-27B-GGUF|2026-08-23T14:34:35+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -5062,7 +5061,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-28T18:49:39.808112+00:00"
+      "updatedAt": "2026-09-29T16:40:35.756862+00:00"
     },
     "https://modelscope.cn/models/ubergarm/Qwen3.8-27B-GGUF|2026-08-23T14:34:35+00:00|Kunlunxin_p-800": {
       "taskTypes": [
@@ -5083,7 +5082,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-28T18:49:39.750224+00:00"
+      "updatedAt": "2026-09-29T16:40:35.659145+00:00"
     },
     "https://modelscope.cn/models/ubergarm/Qwen3.8-27B-GGUF|2026-08-23T14:34:35+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
@@ -5252,7 +5251,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-28T18:49:28.654222+00:00"
+      "updatedAt": "2026-09-29T16:40:35.369446+00:00"
     },
     "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|Kunlunxin_p-800": {
       "taskTypes": [
@@ -5303,7 +5302,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-28T18:49:28.852400+00:00"
+      "updatedAt": "2026-09-29T16:40:35.486726+00:00"
     },
     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|Kunlunxin_p-800": {
       "taskTypes": [
@@ -5354,7 +5353,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-28T18:49:28.771240+00:00"
+      "updatedAt": "2026-09-29T16:40:35.486524+00:00"
     },
     "https://modelscope.cn/models/voconly/nemotron-3.5-asr-streaming-0.6b-gguf|2026-08-26T04:39:25+00:00|Kunlunxin_p-800": {
       "taskTypes": [
@@ -5405,7 +5404,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-28T18:49:28.663198+00:00"
+      "updatedAt": "2026-09-29T16:40:35.369283+00:00"
     },
     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Kunlunxin_p-800": {
       "taskTypes": [
@@ -5456,7 +5455,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-28T18:49:28.548309+00:00"
+      "updatedAt": "2026-09-29T16:40:35.369072+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Kunlunxin_p-800": {
       "taskTypes": [
@@ -5601,7 +5600,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-28T18:49:29.054338+00:00"
+      "updatedAt": "2026-09-29T16:40:35.488033+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Kunlunxin_p-800": {
       "taskTypes": [
@@ -6322,6 +6321,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-09-29T16:36:02.677357+00:00",
+  "taskTreeUpdatedAt": "2026-09-29T16:40:26.662422+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index b19d03e12..287095c39 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "18ca4143cc8afcbda788263f00def692bc8ee714c67e0d00e69c6623e0f6388a",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "cdd7ead52ec1bfc4bc099bd6ad1c60d6669eb669a288e086f253397430fcb411",
-    ".modelhub_state/official_capabilities.json": "ae01b62c8142e7730e854cd2a8af8a007bf540c451c354882fcb086ad362c0c8",
+    ".modelhub_state/market_intelligence.json": "c238a8089370f7fd463882e0c6fc8e0fc7030e943ad66ad5685b53ef8d7a5f72",
+    ".modelhub_state/official_capabilities.json": "908f0953d26658eb03d015a80bbc3aea6b328da834e19392aa13dbc1a044a24c",
     ".modelhub_state/outcome_checkpoint.json": "79562b64d91dee32e315547c61e0a8b0eeb4c4631ec7c698b14368a220949468",
     ".modelhub_state/queue_cleanup_latest.json": "49a85c11309f7edea696715997c353c42ca533519a99ab3a549526cccde3cad7",
     ".modelhub_state/recent_outcomes.jsonl": "81e91996ffb3668bc470e02ef1be371acb37d0b6aa5850bd175907421dd7d460",
@@ -17,9 +17,9 @@
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     "outcomes/submissions.jsonl": "39eb303d32c659cb24bc8a32bf4f9871eb0553cf32650eefae676567c40debd3"
   },
-  "generation": 18452,
+  "generation": 18453,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-09-29T16:36:52.344995+00:00",
+  "updatedAt": "2026-09-29T16:40:36.246171+00:00",
   "writerId": "9d958b95ce4146c9939da0f14b9201ff"
 }