diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index c458ca999b..df45569735 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-20T23:27:33.063422+00:00",
+  "generatedAt": "2026-10-20T23:34:22.483917+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index e2a7615383..7d37a7a95b 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-20T23:27:33.063422+00:00",
+  "catalogUpdatedAt": "2026-10-20T23:34:22.483917+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-20T23:27:33.063422+00:00",
+  "generatedAt": "2026-10-20T23:34:22.483917+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6553,6 +6553,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-20T23:27:33.063422+00:00",
+  "taskTreeUpdatedAt": "2026-10-20T23:34:22.483917+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 6ce04f32d2..c644756b31 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": "2026-10-20T23:22:17.749487+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": "2026-10-20T23:22:17.749896+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": "2026-10-20T23:22:17.749373+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": "abcff917578248169edff0233b48cc70", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T23:34:22.871807+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "a960d37044204e6ea0c99711f0f637ca", "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": "b0d9494fd1e34956b11e8d7d02c75fed", "completedAt": "2026-10-20T23:31:41.277122+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T23:30:26.500314+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "c2755f5344994034ab2a378d316ab7a8", "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": "5c18f871ed154df5bfe41d31f45089fb", "completedAt": "2026-10-20T23:22:08.665152+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T23:20:46.458785+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "a8388befbf1c4db180aa9206764421f1", "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": "d02a45ca7bc54fd9bbd8011463586bb5", "completedAt": "2026-10-20T23:20:34.775844+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T23:18:44.567645+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "9ea0414979764241a2df3e3d6c75b2b6", "repoId": "cyankiwi/Ornith-1.0-9B-AWQ-FP8", "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 76d014b16f..eb9ef130dd 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,20 +4,20 @@
     ".modelhub_state/account_capacity.json": "bacaeb34aaa0d094f61dc04e31369b8a3445b90ef824f5162ea01554f13d38ac",
     ".modelhub_state/architecture_compatibility_blacklist.json": "c3b1b38dcf5a6592a21aeaa90da92d73e06868832ec8a72fccec38e2e6920f44",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "3791211e507e6c95f74dda108e90611a3290a2f2f456de09f7118df75930c318",
-    ".modelhub_state/official_capabilities.json": "2c5a308338c6825eac45fe57c556db030a1c35cb0f50ade6359ff9b9e6a0c2b3",
+    ".modelhub_state/market_intelligence.json": "41acb258dd7cf46d172a178461c8659c6326d0202fdd7f84e4aa5434bfd15a05",
+    ".modelhub_state/official_capabilities.json": "bfb8ddb734a9dfd05924c119ed95031262c206030a8de752726942fd636634f3",
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "93da91b0c129332e88dbb55d8e358fd12d26be1806c72c35db761ac02101cd8a",
-    ".modelhub_state/recovery_intents.jsonl": "6e67aa96469777b78315de4ff79b6510bef9cc9382851a4cf9935cd708818574",
+    ".modelhub_state/recovery_intents.jsonl": "4bb41967e8764081f4ff57cb95465cad137ee1b763d3b7d2066bdcfe74fea5bb",
     ".modelhub_state/routing_intelligence.json": "17e5bdb66178e28d5ebee0f9108aa2aad4cfaf76e18016eb9e0a2f2e36551500",
     ".modelhub_state/submission_exclusions.jsonl": "2b6179eb287f8163c6077244e8dc9eb1a22632c5d487fde0cf064f772518e2ce",
     "ledger/submissions.jsonl": "c2058c1718c7e8a2d2ba192c3807f77061b737ab33dc3fbb0e896ca42b1418c7",
     "outcomes/submissions.jsonl": "dd77a37ff9fbf680f157cc1d97c3224c603c0a551d66ee3cb3a1aaacc3fb9da2"
   },
-  "generation": 1419,
-  "phase": "result",
+  "generation": 1420,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-20T23:31:41.328596+00:00",
+  "updatedAt": "2026-10-20T23:34:22.920157+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }