diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index c25f50fc5f..802345562d 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -443,7 +443,7 @@
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-  "generatedAt": "2026-10-12T10:37:44.565011+00:00",
+  "generatedAt": "2026-10-12T10:43:17.060041+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 3015f5497c..5d8f766e3d 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-12T10:37:44.565011+00:00",
+  "catalogUpdatedAt": "2026-10-12T10:43:17.060041+00:00",
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@@ -56,7 +56,7 @@
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-  "generatedAt": "2026-10-12T10:41:15.351517+00:00",
+  "generatedAt": "2026-10-12T10:46:14.557397+00:00",
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@@ -155,7 +155,7 @@
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-      "updatedAt": "2026-10-12T10:40:44.172337+00:00"
+      "updatedAt": "2026-10-12T10:45:42.356153+00:00"
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@@ -163,7 +163,7 @@
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-      "updatedAt": "2026-10-12T10:40:45.225413+00:00"
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@@ -171,7 +171,7 @@
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-      "updatedAt": "2026-10-12T10:40:45.156343+00:00"
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@@ -180,7 +180,7 @@
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@@ -188,14 +188,14 @@
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-      "updatedAt": "2026-10-12T10:40:45.459341+00:00"
+      "updatedAt": "2026-10-12T10:45:43.697912+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-GGUF|2026-09-01T13:27:53+00:00|hygon_k100-ai": {
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@@ -203,7 +203,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-12T10:40:45.198238+00:00"
+      "updatedAt": "2026-10-12T10:45:43.460112+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|Ascend_910-b3": {
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@@ -211,7 +211,7 @@
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-      "updatedAt": "2026-10-12T10:40:44.353337+00:00"
+      "updatedAt": "2026-10-12T10:45:42.665598+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|Ascend_910-b4": {
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@@ -219,7 +219,7 @@
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-      "updatedAt": "2026-10-12T10:40:44.249996+00:00"
+      "updatedAt": "2026-10-12T10:45:42.513744+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|Iluvatar_mrv-100": {
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@@ -228,7 +228,7 @@
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-      "updatedAt": "2026-10-12T10:40:44.461495+00:00"
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@@ -236,14 +236,14 @@
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@@ -251,7 +251,7 @@
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-      "updatedAt": "2026-10-12T10:40:44.284877+00:00"
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@@ -267,7 +267,7 @@
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@@ -276,7 +276,7 @@
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@@ -284,14 +284,14 @@
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-      "updatedAt": "2026-10-12T10:40:29.093765+00:00"
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@@ -299,7 +299,7 @@
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-      "updatedAt": "2026-10-12T10:40:28.952751+00:00"
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@@ -307,7 +307,7 @@
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-      "updatedAt": "2026-10-12T10:40:29.557007+00:00"
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@@ -315,7 +315,7 @@
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     "https://modelscope.cn/models/0xSero/GLM-5.3-Flash-EXL3-Q4|2026-09-07T16:54:19+00:00|Iluvatar_mrv-100": {
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     "https://modelscope.cn/models/0xSero/GLM-5.3-Flash-EXL3-Q4|2026-09-07T16:54:19+00:00|hygon_k100-ai": {
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@@ -347,7 +347,7 @@
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Ascend_910-b3": {
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@@ -355,7 +355,7 @@
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@@ -363,7 +363,7 @@
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Mthreads_s4000": {
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@@ -395,7 +395,7 @@
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Ascend_910-b3": {
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Ascend_910-b4": {
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@@ -411,7 +411,7 @@
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Iluvatar_mrv-100": {
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@@ -420,7 +420,7 @@
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|MetaX_c-500": {
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@@ -428,14 +428,14 @@
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Mthreads_s4000": {
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-      "updatedAt": "2026-10-12T10:40:50.457576+00:00"
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|hygon_k100-ai": {
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@@ -443,7 +443,7 @@
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-      "updatedAt": "2026-10-12T10:40:50.150786+00:00"
+      "updatedAt": "2026-10-12T10:45:49.775913+00:00"
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Ascend_910-b3": {
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@@ -451,7 +451,7 @@
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Ascend_910-b4": {
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@@ -459,7 +459,7 @@
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Iluvatar_mrv-100": {
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@@ -468,7 +468,7 @@
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|MetaX_c-500": {
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@@ -476,14 +476,14 @@
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Mthreads_s4000": {
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+      "updatedAt": "2026-10-12T10:45:50.071357+00:00"
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|hygon_k100-ai": {
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@@ -491,7 +491,7 @@
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+      "updatedAt": "2026-10-12T10:45:49.762144+00:00"
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     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-Fin-GGUF|2026-09-04T08:10:07+00:00|Ascend_910-b3": {
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@@ -499,7 +499,7 @@
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     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-Fin-GGUF|2026-09-04T08:10:07+00:00|Ascend_910-b4": {
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@@ -507,7 +507,7 @@
         "text-to-image-generation",
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+      "updatedAt": "2026-10-12T10:45:27.622914+00:00"
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     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-Fin-GGUF|2026-09-04T08:10:07+00:00|Iluvatar_mrv-100": {
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@@ -516,7 +516,7 @@
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     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-Fin-GGUF|2026-09-04T08:10:07+00:00|MetaX_c-500": {
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@@ -524,14 +524,14 @@
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@@ -2840,7 +2848,7 @@
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     },
     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|MetaX_c-500": {
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@@ -5992,7 +5992,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T10:41:11.952646+00:00"
+      "updatedAt": "2026-10-12T10:46:10.653292+00:00"
     },
     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Iluvatar_mrv-100": {
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@@ -6001,7 +6001,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T10:41:11.459194+00:00"
+      "updatedAt": "2026-10-12T10:46:10.215834+00:00"
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     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|MetaX_c-500": {
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@@ -6009,7 +6009,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T10:41:11.562119+00:00"
+      "updatedAt": "2026-10-12T10:46:10.257458+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -6018,7 +6018,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T10:41:13.564427+00:00"
+      "updatedAt": "2026-10-12T10:46:12.550717+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -6026,7 +6026,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T10:41:13.670234+00:00"
+      "updatedAt": "2026-10-12T10:46:12.673893+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -6034,7 +6034,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T10:40:34.833653+00:00"
+      "updatedAt": "2026-10-12T10:45:29.572185+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -6042,7 +6042,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T10:40:34.749502+00:00"
+      "updatedAt": "2026-10-12T10:45:29.362918+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -6051,7 +6051,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T10:40:34.871831+00:00"
+      "updatedAt": "2026-10-12T10:45:29.652698+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -6059,14 +6059,14 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T10:40:34.959830+00:00"
+      "updatedAt": "2026-10-12T10:45:29.752211+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T10:40:35.056767+00:00"
+      "updatedAt": "2026-10-12T10:45:29.868191+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -6074,7 +6074,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T10:40:34.796415+00:00"
+      "updatedAt": "2026-10-12T10:45:29.473751+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -6082,7 +6082,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T10:40:37.557665+00:00"
+      "updatedAt": "2026-10-12T10:45:32.665951+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -6090,7 +6090,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T10:40:37.351218+00:00"
+      "updatedAt": "2026-10-12T10:45:32.504439+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -6099,7 +6099,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T10:40:37.595596+00:00"
+      "updatedAt": "2026-10-12T10:45:32.756196+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -6107,14 +6107,14 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T10:40:37.649940+00:00"
+      "updatedAt": "2026-10-12T10:45:32.851311+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T10:40:37.706094+00:00"
+      "updatedAt": "2026-10-12T10:45:32.948363+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -6122,7 +6122,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-12T10:40:37.455155+00:00"
+      "updatedAt": "2026-10-12T10:45:32.569194+00:00"
     }
   },
   "taskTree": [
@@ -6805,6 +6805,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-12T10:37:44.565011+00:00",
+  "taskTreeUpdatedAt": "2026-10-12T10:43:17.060041+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 0493b85073..b581de9463 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "ea13f023d05c707ddf8374536b80194ff253b2021445dca2241814ee25876ce0",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "154b3e6df765c6922cdf3b504714e3ffb25fa58ad21f3815faddbc8f30a0a7f2",
-    ".modelhub_state/official_capabilities.json": "c15eb1847bb1766f1bc1c16933dc2552fc9e1726ab813cb58bea81fbceb583ad",
+    ".modelhub_state/market_intelligence.json": "845596431abc3d1be81686c24a1e6cbf305f786930be2638de1a08f98e0f22c5",
+    ".modelhub_state/official_capabilities.json": "9b4b7cc60e8791f72a369d8794d2ec28b8ed0c13abb8605b245800a7f718214a",
     ".modelhub_state/outcome_checkpoint.json": "44d67d39f333e9af27dd521bbea253de64038578f46def2554fec687ad076ee5",
     ".modelhub_state/queue_cleanup_latest.json": "d3d652be13ecd058fe95330a842db9324afc6db47aa9abffe9ded380dd437c65",
     ".modelhub_state/recent_outcomes.jsonl": "80da7e34893c7f23d6e780c3c8969ebd88930069ae3a5e8b4e10bd4228996516",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "18da573bb88cfdae8ee2bee29c34db4a801ab323cfd3aa3c40ff748a285682d4",
     "outcomes/submissions.jsonl": "37f4217003299722d5150580aa376494c52cfa090d49cd685d294b0333abbe4e"
   },
-  "generation": 23962,
+  "generation": 23963,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-12T10:41:20.805768+00:00",
+  "updatedAt": "2026-10-12T10:46:16.402319+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }