diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 8c082b4feb..48ca6c3305 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-20T20:41:53.681149+00:00",
+  "generatedAt": "2026-10-20T20:45:29.676010+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index d81d939f76..e4f1a0cc59 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-20T20:41:53.681149+00:00",
+  "catalogUpdatedAt": "2026-10-20T20:45:29.676010+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-20T20:41:53.681149+00:00",
+  "generatedAt": "2026-10-20T20:45:29.676010+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6562,6 +6562,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-20T20:41:53.681149+00:00",
+  "taskTreeUpdatedAt": "2026-10-20T20:45:29.676010+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 21940209b1..7f6cd576cf 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -15,6 +15,7 @@
 {"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": "2026-10-20T20:43:08.154728+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": "2026-10-20T20:43:08.155365+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": "2026-10-20T20:43:08.155741+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": "83c75a65a38b4e519d0a910d51e86a5a", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T20:45:30.003350+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "dcad84657eb1414284846ae3f7e7f85b", "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": "22f3c5011ce74107bccfa551515c48e3", "completedAt": "2026-10-20T20:43:01.565858+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T20:41:53.904371+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "209dc1fd74424f9d8c5fcb08b7c041ca", "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": "4824184b15194bcb94227f4e246354fd", "completedAt": "2026-10-20T20:39:31.894364+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T20:38:26.568955+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "6e6e462a0f264537937a531a0d1e2c8e", "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": "1e3f9d7db4104c248e2c49dbf73663c9", "completedAt": "2026-10-20T20:35:54.488817+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T20:34:36.772021+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "3638e16834c648c0b584cc3b178dd9fb", "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 0b05706bc1..647551817e 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,20 +4,20 @@
     ".modelhub_state/account_capacity.json": "bacaeb34aaa0d094f61dc04e31369b8a3445b90ef824f5162ea01554f13d38ac",
     ".modelhub_state/architecture_compatibility_blacklist.json": "675691bbd7afa7b6a4fc1ac690408f8519f8ee6c0bceb01077f10b065dd891a8",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "6b49b50a868bd7fc55045dec813007ae6cd83766f83e069b23c5ee7bb81aed79",
-    ".modelhub_state/official_capabilities.json": "2662fb090922fde31cf2338c86fdf7c6e6b2ff00ec7251ba8031a6181afe574b",
+    ".modelhub_state/market_intelligence.json": "3dd233e6b200b2159a952b723e83e21286d0d5f38055b3ff85810ab3e7fe8cbf",
+    ".modelhub_state/official_capabilities.json": "2dc1e940a5d6e16f73ed513f2f51df751dd1d930731596d8018ed53b9f54fe54",
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "5d7e9e5f972b442132b3041d72ba1be9142f01b456d55584377b7ce7c84c7df8",
-    ".modelhub_state/recovery_intents.jsonl": "acf4751efe52516b91a76a4af66cc100e9d90b6eda164f4dadab6c5c498d7596",
+    ".modelhub_state/recovery_intents.jsonl": "68461c2c0a4803cf8938ec55cbbb8665da8cc7405899eaa11e0c340b27dc4787",
     ".modelhub_state/routing_intelligence.json": "9e28eec387fd4c0ac7d09dd37ac03d2a82a78a724002a8b4d2e28e0033dec735",
     ".modelhub_state/submission_exclusions.jsonl": "435b160d8347192cb2b893578b50e093fd6c5af4342507d06cd1c99dbfb39fdd",
     "ledger/submissions.jsonl": "2da4f0c9ce343a0bd14caac9d626f5b297d4bbe93de6871f3d8d847d1ac8e9ed",
     "outcomes/submissions.jsonl": "bb1e3f8d06d6bad32af42ca06ab996dd1f9f405cc018840059edcb5d3f77716d"
   },
-  "generation": 1328,
-  "phase": "cycle",
+  "generation": 1329,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-20T20:43:08.216129+00:00",
+  "updatedAt": "2026-10-20T20:45:30.081209+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }