diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 13cce96cc2..13ac196f7f 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-20T18:14:39.248836+00:00",
+  "generatedAt": "2026-10-20T18:19:57.561925+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index e165cdfc68..f1d81dc017 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-20T18:14:39.248836+00:00",
+  "catalogUpdatedAt": "2026-10-20T18:19:57.561925+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-20T18:14:39.248836+00:00",
+  "generatedAt": "2026-10-20T18:19:57.561925+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6559,6 +6559,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-20T18:14:39.248836+00:00",
+  "taskTreeUpdatedAt": "2026-10-20T18:19:57.561925+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index fd84a6217a..be01f52693 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -14,6 +14,7 @@
 {"agentVersion": "2026.10.18.1", "batchId": "ef9fd864a48e426db66e52fd04ed8834", "completedAt": "2026-10-20T04:39:22.059692+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T04:35:28.079863+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "55cc4a14e4f349e6a45532c741a8591f", "lastModified": "2026-10-19T17:03:22+00:00", "modelAddress": "https://modelscope.cn/models/cpatonn-mirror/Qwen3-30B-A3B-Instruct-2507-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-20T18:12:07.664427+00:00", "repoId": "cpatonn-mirror/Qwen3-30B-A3B-Instruct-2507-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": "5669003", "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "e9128581124342918a114ec04b6fe1cd", "completedAt": "2026-10-20T17:01:25.073703+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T16:59:46.372248+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "64628312fdfb437c82ccb593230a538c", "lastModified": "2026-10-20T14:01:12+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Ornith-1.0-35B-AWQ-FP8", "reason": null, "reconciledAt": "2026-10-20T18:12:07.664636+00:00", "repoId": "cyankiwi/Ornith-1.0-35B-AWQ-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": "5679352", "taskType": "text-generation"}
 {"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": "2026-10-20T18:12:07.665335+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", "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", "repoId": "hf/esatapedico-MiniCPM-V-4.7-35B-A3B-NVFP4", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "3b42b3405f7d4c108a203039fbc5e39e", "completedAt": "2026-10-20T18:17:23.071031+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-20T18:14:57.070011+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "3bfbcf4106064c7d952b9ecd7f824086", "repoId": "hf/esatapedico-MiniCPM-V-4.7-35B-A3B-NVFP4", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "b758798dd98b41f8a9ec6043185c22c7", "completedAt": "2026-10-20T18:11:56.696511+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-20T18:10:34.372796+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "612f7a4f3a4949dd9e0099033dfe85ba", "repoId": "hf/esatapedico-MiniCPM-V-4.7-35B-A3B-NVFP4", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "9bce1673081848d6a6f7659f339443a3", "completedAt": "2026-10-20T18:07:59.868571+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-20T18:06:13.005685+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "e855479f5db047b49c4436bc55dc4fbc", "repoId": "hf/esatapedico-MiniCPM-V-4.7-35B-A3B-NVFP4", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index eb8ec18d78..ada8979be7 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,20 +4,20 @@
     ".modelhub_state/account_capacity.json": "bacaeb34aaa0d094f61dc04e31369b8a3445b90ef824f5162ea01554f13d38ac",
     ".modelhub_state/architecture_compatibility_blacklist.json": "23769be127dbed66bcf2eea205b30c4dbe3b54f02d9843a80498f3a602e195c5",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "49fb36e12a03b9be67b7724597898e26e9d9e4513e46f0fedefce7e370111617",
-    ".modelhub_state/official_capabilities.json": "a516f20664dee4a2216af1084b87231d27d473eab8bffaf7666797b1dca2055f",
+    ".modelhub_state/market_intelligence.json": "54cbe7ce186f1e926076376c0bcd2c9cbb077c07a918fe2b70ad2ae4844483eb",
+    ".modelhub_state/official_capabilities.json": "e1ebda8107badb68625dc0d8c6ecb85df42f1da9f23b6f9e563bb93b59be318e",
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "431c9386bd5a035eafd65ad370bc417c6a86973b0c3db219cbb0d3fc8490fb02",
-    ".modelhub_state/recovery_intents.jsonl": "5f50ea7efbf1b314f434b76ab56554a01997b870162bef7151ba544700fa9008",
+    ".modelhub_state/recovery_intents.jsonl": "70153a79faa64b504ef18390393a057696f78306604129344cf42be0636d764a",
     ".modelhub_state/routing_intelligence.json": "ab68066ba01347fbbe75292d9b87957f4726f846d65666ae1d30219a66f324a2",
     ".modelhub_state/submission_exclusions.jsonl": "435b160d8347192cb2b893578b50e093fd6c5af4342507d06cd1c99dbfb39fdd",
     "ledger/submissions.jsonl": "70a1925f2f0bdd03a0a053dd557eaf6239fccfd1cc160a535c6aa2f67e2796ca",
     "outcomes/submissions.jsonl": "f755d34fcb3b86933e28a31e880013db74264a89afc8d9a56ff95e449007e9ee"
   },
-  "generation": 1252,
-  "phase": "result",
+  "generation": 1253,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-20T18:17:23.119952+00:00",
+  "updatedAt": "2026-10-20T18:19:58.024657+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }