diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index edffb5767d..0ce462bb31 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-21T00:02:11.665172+00:00",
+  "generatedAt": "2026-10-21T00:09:01.162074+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 48c7fee213..c9810fae62 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-21T00:02:11.665172+00:00",
+  "catalogUpdatedAt": "2026-10-21T00:09:01.162074+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-21T00:02:11.665172+00:00",
+  "generatedAt": "2026-10-21T00:09:01.162074+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6553,6 +6553,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-21T00:02:11.665172+00:00",
+  "taskTreeUpdatedAt": "2026-10-21T00:09:01.162074+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 0cae419019..af39466ca8 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -16,6 +16,7 @@
 {"agentVersion": "2026.10.18.1", "batchId": "3d16d1e3580642789e4e9117e1ec9027", "completedAt": "2026-10-20T17:48:28.689483+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T17:47:23.188274+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "ff802fb5742d4c68bdf693547359a5a3", "lastModified": "2026-10-20T13:33:43+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Qwen-AgentWorld-35B-A3B-AWQ-FP8", "reason": null, "reconciledAt": "2026-10-20T23:59:16.151290+00:00", "repoId": "cyankiwi/Qwen-AgentWorld-35B-A3B-AWQ-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": "5679853", "taskType": "text-generation"}
 {"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": "2026-10-20T23:59:16.151561+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": "2026-10-20T23:59:16.150769+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": "2e2ea5eb8311413fbaef3e422b2e177d", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T00:09:01.758780+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "f7e7ab4d27a1446dabfa5757e53fd182", "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": "a56819fb4bff465aaef3f132a7482704", "completedAt": "2026-10-21T00:06:05.078422+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T00:02:30.368401+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "8a8a98899f254c3ebd3a9f58bcd0bd72", "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"}
 {"agentVersion": "2026.10.18.1", "batchId": "628e00ec5b5f41f2b329a97d768aa4a0", "completedAt": "2026-10-20T23:59:08.279721+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T23:57:30.929787+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "1579877046914d35aaae7b5e481687bd", "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"}
 {"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"}
diff --git a/manifest.json b/manifest.json
index 85b411a0bd..2a213c0d14 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,20 +4,20 @@
     ".modelhub_state/account_capacity.json": "bacaeb34aaa0d094f61dc04e31369b8a3445b90ef824f5162ea01554f13d38ac",
     ".modelhub_state/architecture_compatibility_blacklist.json": "1408f0b98dba96a30b65a206346612b88fd48fb674d84c0b2fd565acc37c1ebb",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "08b546061b15ed1626413de71ce96b1f9f960d9bf470034056c4d71f847a71c3",
-    ".modelhub_state/official_capabilities.json": "6216d681db2af2108f8d6caaed7fb2004674a54b1ee6fbf3c5f9f213bd13691b",
+    ".modelhub_state/market_intelligence.json": "298125f96e11610640dddc584cb1185237167bedab06d685c18d87b8ab1c5ce7",
+    ".modelhub_state/official_capabilities.json": "bdc4e6968a231b9151594de21daf9fd8b3cc4740b0a74dc4e05eed2d9b102cda",
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "dbc331c56d9591928fa1078a7c7b565a6e0704dbfe5d6dfa7f836f1b48aa4d9d",
-    ".modelhub_state/recovery_intents.jsonl": "64c29b490d3647ce6a8236b17ea4dbe1f40ee691b29712c75795700505e51ffe",
+    ".modelhub_state/recovery_intents.jsonl": "4069343ef33ae56184450f0b162022449f864b3541d3dd69c64ea71177609a62",
     ".modelhub_state/routing_intelligence.json": "67f8772a758116442fed054c7201e23d8b4c353de436e49391ceb3e605348e6e",
     ".modelhub_state/submission_exclusions.jsonl": "2b6179eb287f8163c6077244e8dc9eb1a22632c5d487fde0cf064f772518e2ce",
     "ledger/submissions.jsonl": "c2058c1718c7e8a2d2ba192c3807f77061b737ab33dc3fbb0e896ca42b1418c7",
     "outcomes/submissions.jsonl": "dd77a37ff9fbf680f157cc1d97c3224c603c0a551d66ee3cb3a1aaacc3fb9da2"
   },
-  "generation": 1433,
-  "phase": "result",
+  "generation": 1434,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-21T00:06:05.151167+00:00",
+  "updatedAt": "2026-10-21T00:09:01.811753+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }