diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 0c5620963b..1625cb2824 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -452,7 +452,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-20T23:36:55.946221+00:00",
+  "generatedAt": "2026-10-20T23:56:16.256745+00:00",
   "summary": {
     "activeBlockCount": 21,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index d7eb83c40a..b09d361ea6 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-20T23:50:00.873688+00:00",
+  "generatedAt": "2026-10-20T23:57:30.665009+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index f9f7eca15b..12a234fa7f 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-20T23:50:00.873688+00:00",
+  "catalogUpdatedAt": "2026-10-20T23:57:30.665009+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-20T23:50:00.873688+00:00",
+  "generatedAt": "2026-10-20T23:57:30.665009+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6553,6 +6553,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-20T23:50:00.873688+00:00",
+  "taskTreeUpdatedAt": "2026-10-20T23:57:30.665009+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 005c3ee7de..328990aa67 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -16,6 +16,7 @@
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 {"agentVersion": "2026.10.18.1", "batchId": "bfe3dc34c9904a8ab93fd1f2f6897b91", "completedAt": "2026-10-20T18:21:32.501148+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-20T18:19:57.975199+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "8382e4fc171c4420803efb83b010a598", "lastModified": "2026-10-20T14:17:21+00:00", "modelAddress": "https://modelscope.cn/models/hf/esatapedico-MiniCPM-V-4.7-35B-A3B-NVFP4", "reason": null, "reconciledAt": "2026-10-20T23:40:59.781328+00:00", "repoId": "hf/esatapedico-MiniCPM-V-4.7-35B-A3B-NVFP4", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b4", "taskId": "5680268", "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "d02a45ca7bc54fd9bbd8011463586bb5", "completedAt": "2026-10-20T23:20:34.775832+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T23:18:44.567566+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "cc6f01f4dcde4890b19f2877d65e5b4e", "lastModified": "2026-10-20T13:37:13+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Ornith-1.0-35B-AWQ-INT4", "reason": null, "reconciledAt": "2026-10-20T23:40:59.780035+00:00", "repoId": "cyankiwi/Ornith-1.0-35B-AWQ-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": "5684052", "taskType": "text-generation"}
+{"agentVersion": "2026.10.18.1", "batchId": "628e00ec5b5f41f2b329a97d768aa4a0", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T23:57:30.929787+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "1579877046914d35aaae7b5e481687bd", "lastModified": "2026-10-20T14:17:21+00:00", "modelAddress": "https://modelscope.cn/models/hf/esatapedico-MiniCPM-V-4.7-35B-A3B-NVFP4", "repoId": "hf/esatapedico-MiniCPM-V-4.7-35B-A3B-NVFP4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "aac54062819740cd8e1695e16e917da0", "completedAt": "2026-10-20T23:55:14.763134+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T23:50:07.292224+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "610e5cc92fea40b5baa9d5e8a6dcda2d", "repoId": "cyankiwi/Ornith-1.0-35B-AWQ-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "aac54062819740cd8e1695e16e917da0", "completedAt": "2026-10-20T23:55:14.763120+00:00", "configFingerprint": "b8a926f4d98c4c17ed728affade2dfee1910e905840c16a7c6d35cdf073f1b9a", "configSource": "modelhub_live", "createdAt": "2026-10-20T23:50:07.292116+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "af6379345b3e420683c5f941800d8a65", "repoId": "incoai/Muse-Glimmer-30B-DFlash2-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "hygon_k100-ai", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "734a74f3e3024128890b11544dae571a", "completedAt": "2026-10-20T23:47:06.464132+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T23:45:34.057721+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "caaf8f86c0a84f3aa234f6cf6d3b5135", "repoId": "hf/esatapedico-MiniCPM-V-4.7-35B-A3B-NVFP4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 21d8455f3a..e9dc39d910 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": "ae2f3fa043a6f94a9176b453f18d1624d55b8e424f1e3599bddec6a4e257ffe4",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "1408f0b98dba96a30b65a206346612b88fd48fb674d84c0b2fd565acc37c1ebb",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "bd7bc12d8056f25e93ffd15b23cd42ebd490bdd4fbb5f068cab13125d42abf54",
-    ".modelhub_state/official_capabilities.json": "5f46fd37f51091d49075570ea09e6957e13a20939e2cdd6e4a103a3670ab2376",
+    ".modelhub_state/market_intelligence.json": "215c2dcaa6b808b29131475c2ac6a2247217cba26510cc49ddfc21256793bd42",
+    ".modelhub_state/official_capabilities.json": "032c39d683a7db09b155de9305e6838ae9d6a9c1094520206afcb2df190cf205",
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "6a2bac9f77cde22acfdb808ac7dcefb372b8a3153ee0a28d2ac4d5ca8fd9dd31",
-    ".modelhub_state/recovery_intents.jsonl": "b97b5eea0578b53f9c4aba675db1a0df4df3b94e45dde360e0ffff2807ea976b",
+    ".modelhub_state/recovery_intents.jsonl": "431ca0eda569bccdaeec74775905db62e2427dfeecd3f14401f5cfe8cb883c95",
     ".modelhub_state/routing_intelligence.json": "62bbf97e102d07bd1aec004c1b416734bd0dc93623e6c8bf71063025ddc2cd5c",
     ".modelhub_state/submission_exclusions.jsonl": "2b6179eb287f8163c6077244e8dc9eb1a22632c5d487fde0cf064f772518e2ce",
     "ledger/submissions.jsonl": "c2058c1718c7e8a2d2ba192c3807f77061b737ab33dc3fbb0e896ca42b1418c7",
     "outcomes/submissions.jsonl": "dd77a37ff9fbf680f157cc1d97c3224c603c0a551d66ee3cb3a1aaacc3fb9da2"
   },
-  "generation": 1428,
-  "phase": "result",
+  "generation": 1429,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-20T23:55:14.823600+00:00",
+  "updatedAt": "2026-10-20T23:57:30.979466+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }