diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 9ceded1487..31a9490e25 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-10-21T01:24:54.655756+00:00",
+  "communityAttemptedAt": "2026-10-21T01:43:09.150410+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-10-21T01:24:54.655756+00:00",
+  "communityUpdatedAt": "2026-10-21T01:43:09.150410+00:00",
   "frameworkAttemptedAt": "2026-10-20T20:08:32.969065+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-21T01:38:34.443998+00:00",
+  "generatedAt": "2026-10-21T01:43:09.150410+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 5a32e407e7..4bd89996a0 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-21T01:38:34.443998+00:00",
+  "catalogUpdatedAt": "2026-10-21T01:43:09.150410+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-21T01:38:34.443998+00:00",
+  "generatedAt": "2026-10-21T01:43:09.150410+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6553,6 +6553,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-21T01:38:34.443998+00:00",
+  "taskTreeUpdatedAt": "2026-10-21T01:43:09.150410+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index be7128c56c..ec3032a5d0 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": "2026-10-21T01:36:01.349392+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": "2026-10-21T01:36:01.349525+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": "2026-10-21T01:36:01.350765+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": "b6f5e399be034991b5b14cf2cc4dec64", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T01:44:48.973249+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "3c9d7b29e12d45b2b10d62f37eda981d", "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": "5d8492172b014e87ab0ed9edbc611092", "completedAt": "2026-10-21T01:40:31.191915+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T01:38:34.706038+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "3e6e3ab1066e4070b4f6e20e9c360b8a", "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": "70e8c5f4a25e4b46ba70ad92e6079f48", "completedAt": "2026-10-21T01:35:53.594084+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T01:34:21.090979+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "eff57691b2064ea89b94ecb716187ec7", "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": "3b580b1acdcb4f56874d5bcf5d6bb14b", "completedAt": "2026-10-21T01:31:39.461469+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T01:29:25.195884+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "80b5b06e57e84cd8b3e4237028ec88e4", "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 c1311f68a4..79e73f8de3 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,20 +4,20 @@
     ".modelhub_state/account_capacity.json": "bacaeb34aaa0d094f61dc04e31369b8a3445b90ef824f5162ea01554f13d38ac",
     ".modelhub_state/architecture_compatibility_blacklist.json": "34089a6df346d82875eb4fc021c052f48a517d882f73ac6d2335055482f3a27a",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "62cf1b991cbd88e7fd06c08ac99203a0599a425224b33caa48f2c74b6a3d80f6",
-    ".modelhub_state/official_capabilities.json": "24023b060babe745a096e7841726f056f29c4263c004dd404d16f5d6732ea67f",
+    ".modelhub_state/market_intelligence.json": "67d395cc796d01dc82172ce7c0c6deb4dd8e887f1598057dcf628cb544ef0bf3",
+    ".modelhub_state/official_capabilities.json": "2dd35f74bb7c959a96ecea63f996ec13e5c424d890aa858359aa2ca11ea615b5",
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "dc884828af645b2d664b55424c94accf1191332b2e326c0f2c8467a074760e01",
-    ".modelhub_state/recovery_intents.jsonl": "16982769dc6b75deffd836c4ce12176f67e9c77b9b42475b4bd53e33e1d942e3",
+    ".modelhub_state/recovery_intents.jsonl": "77c3296748ad00ee2240eef4179c4e6e24dd60263432ee9627e7f87e9f50b92f",
     ".modelhub_state/routing_intelligence.json": "cc9f6b9721c3df7aaef95925b3d7e47ac536f162a4157f2b463bf8179a608d55",
     ".modelhub_state/submission_exclusions.jsonl": "2b6179eb287f8163c6077244e8dc9eb1a22632c5d487fde0cf064f772518e2ce",
     "ledger/submissions.jsonl": "c2058c1718c7e8a2d2ba192c3807f77061b737ab33dc3fbb0e896ca42b1418c7",
     "outcomes/submissions.jsonl": "93e3addbe4a16eafdb268f20ec3ad1006eb42d2134ca023a6282f0d6e638df7e"
   },
-  "generation": 1475,
-  "phase": "result",
+  "generation": 1476,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-21T01:40:31.237472+00:00",
+  "updatedAt": "2026-10-21T01:44:49.021274+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }