diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 7a2b7cc354..943618b26f 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -456,7 +456,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-19T17:00:42.548718+00:00",
+  "generatedAt": "2026-10-19T17:11:14.066423+00:00",
   "summary": {
     "activeBlockCount": 21,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 494400fd40..2400979f14 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-19T17:08:36.165601+00:00",
+  "generatedAt": "2026-10-19T17:12:39.572139+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 6cd411268f..b74de0ba70 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-19T17:08:36.165601+00:00",
+  "catalogUpdatedAt": "2026-10-19T17:12:39.572139+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-19T17:08:36.165601+00:00",
+  "generatedAt": "2026-10-19T17:12:52.151430+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -516,60 +516,6 @@
       ],
       "updatedAt": "2026-10-19T02:08:52.254554+00:00"
     },
-    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-huginn-336b|2026-10-03T06:05:12+00:00|Cambricon_mlu-370-x4": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-19T02:08:11.766299+00:00"
-    },
-    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-huginn-336b|2026-10-03T06:05:12+00:00|Cambricon_mlu-370-x8": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-19T02:08:11.797332+00:00"
-    },
-    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-huginn-336b|2026-10-03T06:05:12+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-19T02:08:11.471870+00:00"
-    },
-    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-huginn-336b|2026-10-03T06:05:12+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-19T02:08:11.667332+00:00"
-    },
-    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-huginn-500b|2026-10-03T06:06:18+00:00|Cambricon_mlu-370-x4": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-19T02:08:11.562036+00:00"
-    },
-    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-huginn-500b|2026-10-03T06:06:18+00:00|Cambricon_mlu-370-x8": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-19T02:08:11.609838+00:00"
-    },
-    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-huginn-500b|2026-10-03T06:06:18+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-19T02:08:11.479242+00:00"
-    },
     "https://modelscope.cn/models/ISTA-DASLab/Qwen3.8-27B-NVFP4-prefiller|2026-09-29T15:02:42+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -1058,14 +1004,6 @@
       ],
       "updatedAt": "2026-10-19T02:08:54.475804+00:00"
     },
-    "https://modelscope.cn/models/RentedNoodle/Qwen3.8-27B-OrcaRouter-GSQ-RCO-IQ3_XXS-GGUF|2026-10-03T01:00:42+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-19T02:08:11.462349+00:00"
-    },
     "https://modelscope.cn/models/SKYEVAL/Three_Kingdoms_LLM_Arena|2026-09-14T09:18:14+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -2016,12 +1954,6 @@
       ],
       "updatedAt": "2026-10-19T02:09:18.852121+00:00"
     },
-    "https://modelscope.cn/models/bartowski/Lythri_Lythri-4B-A2B-GGUF|2026-10-02T19:00:26+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-19T02:08:11.546296+00:00"
-    },
     "https://modelscope.cn/models/bartowski/MiniCPM5-2B-GGUF|2026-09-10T05:46:18+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
@@ -2451,6 +2383,55 @@
       ],
       "updatedAt": "2026-10-19T16:56:35.693483+00:00"
     },
+    "https://modelscope.cn/models/cpatonn-mirror/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit|2026-10-19T16:59:08+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-19T17:12:52.151430+00:00"
+    },
+    "https://modelscope.cn/models/cpatonn-mirror/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit|2026-10-19T16:59:08+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-19T17:12:51.853080+00:00"
+    },
+    "https://modelscope.cn/models/cpatonn-mirror/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit|2026-10-19T16:59:08+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-19T17:12:52.079453+00:00"
+    },
+    "https://modelscope.cn/models/cpatonn-mirror/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit|2026-10-19T16:59:08+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-19T17:12:51.953873+00:00"
+    },
+    "https://modelscope.cn/models/cpatonn-mirror/Qwen3-30B-A3B-Instruct-2507-AWQ-8bit|2026-10-19T17:03:22+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-19T17:12:51.866010+00:00"
+    },
+    "https://modelscope.cn/models/cpatonn-mirror/Qwen3-30B-A3B-Instruct-2507-AWQ-8bit|2026-10-19T17:03:22+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-19T17:12:51.770551+00:00"
+    },
     "https://modelscope.cn/models/cpatonn-mirror/Qwen3-30B-A3B-Thinking-2507-AWQ-8bit|2026-10-19T16:26:03+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -2467,12 +2448,57 @@
       ],
       "updatedAt": "2026-10-19T16:38:11.384235+00:00"
     },
+    "https://modelscope.cn/models/cpatonn-mirror/Qwen3-4B-Thinking-2507-AWQ-4bit|2026-10-19T17:09:46+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-19T17:12:40.251551+00:00"
+    },
+    "https://modelscope.cn/models/cpatonn-mirror/Qwen3-4B-Thinking-2507-AWQ-4bit|2026-10-19T17:09:46+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-19T17:12:40.044256+00:00"
+    },
+    "https://modelscope.cn/models/cpatonn-mirror/Qwen3-4B-Thinking-2507-AWQ-4bit|2026-10-19T17:09:46+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-19T17:12:40.161317+00:00"
+    },
+    "https://modelscope.cn/models/cpatonn-mirror/Qwen3-4B-Thinking-2507-AWQ-4bit|2026-10-19T17:09:46+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-19T17:12:40.282838+00:00"
+    },
+    "https://modelscope.cn/models/cpatonn-mirror/Qwen3-4B-Thinking-2507-AWQ-4bit|2026-10-19T17:09:46+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-19T17:12:40.078802+00:00"
+    },
     "https://modelscope.cn/models/cpatonn-mirror/Qwen3-Next-80B-A3B-Instruct-AWQ-8bit|2026-10-19T16:42:31+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
       "updatedAt": "2026-10-19T16:56:44.249065+00:00"
     },
+    "https://modelscope.cn/models/cpatonn-mirror/Qwen3-Next-80B-A3B-Thinking-AWQ-8bit|2026-10-19T17:00:47+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-19T17:12:51.766013+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Ornith-1.0-9B-AWQ-INT4|2026-10-19T16:08:11+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -2919,6 +2945,14 @@
       ],
       "updatedAt": "2026-10-19T02:09:10.883224+00:00"
     },
+    "https://modelscope.cn/models/ggml-org/Qwen3-8B-GGUF|2026-10-19T17:11:55+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-19T17:12:40.050857+00:00"
+    },
     "https://modelscope.cn/models/groxaxo/Qwen3.8-Flash-Next-Q2_0-H64-S4-GGUF|2026-10-01T05:48:42+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
@@ -3932,22 +3966,6 @@
       ],
       "updatedAt": "2026-10-19T15:08:34.098480+00:00"
     },
-    "https://modelscope.cn/models/manateelazycat/GLM-5.3-Flash-DFlash2|2026-10-02T12:28:52+00:00|Ascend_910-b3": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-19T02:08:12.454074+00:00"
-    },
-    "https://modelscope.cn/models/manateelazycat/GLM-5.3-Flash-DFlash2|2026-10-02T12:28:52+00:00|Ascend_910-b4": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-19T02:08:12.349885+00:00"
-    },
     "https://modelscope.cn/models/manateelazycat/GLM-5.3-Flash-DFlash2|2026-10-02T12:28:52+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -3964,20 +3982,6 @@
       ],
       "updatedAt": "2026-10-19T02:08:12.867015+00:00"
     },
-    "https://modelscope.cn/models/manateelazycat/GLM-5.3-Flash-DFlash2|2026-10-02T12:28:52+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-19T02:08:12.571499+00:00"
-    },
-    "https://modelscope.cn/models/manateelazycat/GLM-5.3-Flash-DFlash2|2026-10-02T12:28:52+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-19T02:08:12.661801+00:00"
-    },
     "https://modelscope.cn/models/mlx-community/MiMo-V2.6-Distill-Qwen-9B-OptiQ-4bit|2026-09-27T14:53:11+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -6529,6 +6533,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-19T17:08:36.165601+00:00",
+  "taskTreeUpdatedAt": "2026-10-19T17:12:39.572139+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 66faacf0bd..ff726452fb 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -8,6 +8,7 @@
 {"agentVersion": "2026.10.18.1", "batchId": "cc4c9105691044cf8473820263d1a663", "completedAt": "2026-10-19T05:32:54.970924+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-19T02:09:27.335877+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "2a19fe570e294f3daddd77e9049f428c", "lastModified": "2026-10-16T05:43:29+00:00", "modelAddress": "https://modelscope.cn/models/rapid-mlx/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-MLX-3bit", "reason": null, "reconciledAt": "2026-10-19T17:02:13.229875+00:00", "repoId": "rapid-mlx/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-MLX-3bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskId": "5645075", "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "87783e46fa954f75ad6d8342b9d15446", "completedAt": "2026-10-19T06:25:51.064030+00:00", "configFingerprint": "0b3aba8e880b5f6fa7b9aa817b9c4c2fbbfb0030e00a71272a9bebf44f0f76b5", "configSource": "modelhub_live", "createdAt": "2026-10-19T06:23:54.129483+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "57d7b7cf62b843c288378ac20283a484", "lastModified": "2026-10-19T05:18:14+00:00", "modelAddress": "https://modelscope.cn/models/OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "reason": null, "reconciledAt": "2026-10-19T17:02:13.229492+00:00", "repoId": "OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskId": "5645923", "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "110f5a508e044facb241211f54eceeb7", "completedAt": "2026-10-19T06:32:34.698506+00:00", "configFingerprint": "077eea1fd1f15fd13a8367dad60b0d1b310724d7cc6ea546505d0f84d78d5aca", "configSource": "modelhub_live", "createdAt": "2026-10-19T06:30:42.213744+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "55e4f930d8c1459dbaec6a72f74dc09c", "lastModified": "2026-10-18T14:13:55+00:00", "modelAddress": "https://modelscope.cn/models/castorini/gaggle-nanochat-pretrained-climbmix-20260924", "reason": null, "reconciledAt": "2026-10-19T17:02:13.229676+00:00", "repoId": "castorini/gaggle-nanochat-pretrained-climbmix-20260924", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "hygon_k100-ai", "taskId": "5645977", "taskType": "text-generation"}
+{"agentVersion": "2026.10.18.1", "batchId": "384d028375974b36b2d63d22ab4bf35a", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T17:12:58.988147+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "7aec0aea28e64da4a01d36a5ebde923d", "lastModified": "2026-10-19T17:03:22+00:00", "modelAddress": "https://modelscope.cn/models/cpatonn-mirror/Qwen3-30B-A3B-Instruct-2507-AWQ-8bit", "repoId": "cpatonn-mirror/Qwen3-30B-A3B-Instruct-2507-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "a5a3130b98b049c9ade687b6341aa0e1", "completedAt": "2026-10-19T17:10:12.873043+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T17:08:36.466255+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "aac051e1edf64c829e296084e34a49c6", "repoId": "cpatonn-mirror/Qwen3-30B-A3B-Thinking-2507-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "c15d7b7f84014119b43069859d319f3e", "completedAt": "2026-10-19T17:06:16.619119+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T17:04:57.673702+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "95b2eda591bb46b4849a296a5ec594b2", "repoId": "cpatonn-mirror/Qwen3-30B-A3B-Thinking-2507-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "8e82aa9eb0714330be4440fa1db34ffd", "completedAt": "2026-10-19T17:02:07.794697+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T17:00:42.801764+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "51e8daf6905e4a46ad91bc5d92db6c60", "repoId": "cpatonn-mirror/Qwen3-30B-A3B-Thinking-2507-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 0efeecfb0d..3b170f1a51 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,22 +2,22 @@
   "agentVersion": "2026.10.18.1",
   "checksums": {
     ".modelhub_state/account_capacity.json": "bacaeb34aaa0d094f61dc04e31369b8a3445b90ef824f5162ea01554f13d38ac",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "2f3c586a225e00cef0474b9ad87c714f3c5e2df0dd9f60da1f29cff7b1e85b32",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "549bf43b7f3e4d1988918d9af529777c5ae9be374c97d3376492c97dbaf9d4c5",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "9df01fc0e3924f41c16957280b9cd9d4cb8b805c053d84b99a3b83d2d551fccc",
-    ".modelhub_state/official_capabilities.json": "07b2602dc8191e00589609e63ac2611f329d4d957247a536e1feabe2abe29690",
+    ".modelhub_state/market_intelligence.json": "9589e6f19f9139864c14315066b987e3d1530f925a727841c0a41bd5fe1397c2",
+    ".modelhub_state/official_capabilities.json": "5db3d82979622c04bb19e78c03296149284d5c285c56f4be953ac0315f0e2aec",
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "174712ec846cd03c9de5206132f5e1b1b11d740e6edd48370d7007227855f70f",
-    ".modelhub_state/recovery_intents.jsonl": "74647278094bae0c2022ae7f91fa5bdb995768835de0f9e05bda16389a806a7f",
+    ".modelhub_state/recovery_intents.jsonl": "ca418f341222b9476bc9b0f1d034b133c28018b7b7bf67a511233c23e0fc7bb3",
     ".modelhub_state/routing_intelligence.json": "66a79c5f1275c11c99a095d277a88a26c689f8d5653b024da87256090cb60bc6",
     ".modelhub_state/submission_exclusions.jsonl": "fd6a7e410138cab8bec22a756678090f3840fdc61cfd3f313c2f72bba707ed19",
     "ledger/submissions.jsonl": "7730c11fcfcdb3ac056746c696f0503890dc7d607a96070d398765c093b97170",
     "outcomes/submissions.jsonl": "e4381949b215e8833c3bb239c5509f16e4946a7e493ac334a34554306f992b3d"
   },
-  "generation": 538,
-  "phase": "result",
+  "generation": 539,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-19T17:10:12.918558+00:00",
+  "updatedAt": "2026-10-19T17:12:59.034119+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }