diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 64d6a97125..da8a752492 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-20T19:54:31.858205+00:00",
+  "generatedAt": "2026-10-20T19:58:38.257976+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 66f959df48..4a23885754 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-20T19:54:31.858205+00:00",
+  "catalogUpdatedAt": "2026-10-20T19:58:38.257976+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-20T19:54:31.858205+00:00",
+  "generatedAt": "2026-10-20T19:58:38.257976+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6562,6 +6562,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-20T19:54:31.858205+00:00",
+  "taskTreeUpdatedAt": "2026-10-20T19:58:38.257976+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index a8d29dbd1f..06a8dd0f8d 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": "2026-10-20T19:51:54.555037+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": "2026-10-20T19:51:54.555229+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": "2026-10-20T19:51:54.554205+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": "66c51f446a4b41b6964a6d6798f743c0", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T19:58:38.578813+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "a0140c4b03fc4ad08a5b5ef08a51bc69", "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": "e58c8a41142f4675bad941945dd79d3e", "completedAt": "2026-10-20T19:56:08.776528+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T19:54:32.153442+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "3789f17b3d294cbb94550841e34b576f", "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": "30fe8d1f699a4e4aa2c3a46ab7b13f80", "completedAt": "2026-10-20T19:51:43.066861+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T19:50:12.272893+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "46e209d1b52646adb447269670485855", "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": "ef69839b35224ea0847079e5e614fe64", "completedAt": "2026-10-20T19:47:25.166002+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T19:44:23.498521+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "fba9e92e995a4ff1aaf167b0ec4b6088", "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 3b58eb4ff1..d242901f15 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,20 +4,20 @@
     ".modelhub_state/account_capacity.json": "bacaeb34aaa0d094f61dc04e31369b8a3445b90ef824f5162ea01554f13d38ac",
     ".modelhub_state/architecture_compatibility_blacklist.json": "78302ebcf6785145c37e1e86c591cf7c4fdbf6201971c6463a010076f5af3a79",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "d4f2613a34ac8f597f326c336efcb21b50ae2744ebf6fdb11e5008da33322ba9",
-    ".modelhub_state/official_capabilities.json": "d2fb107eeb9211c9a78a982682181c184dedca77fe1856e9f3e40bdcadf1ed87",
+    ".modelhub_state/market_intelligence.json": "7f4e8231c01e5a744b117db22f4f035fd9b49aff8cb106a216275dcdae8812d4",
+    ".modelhub_state/official_capabilities.json": "5c4332b672b3cc5202f1acf64c804faa8b109d28782b250807212837ee570d87",
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "2ded0cc3b9482f8851f5a0c2cfbe0cc88627d39a3409b5d0e1eb673f9fd762cb",
-    ".modelhub_state/recovery_intents.jsonl": "70367628642e1b98343ecea736fb9e612ae6612af79b77efc49dcf84f41a0748",
+    ".modelhub_state/recovery_intents.jsonl": "b7a70024162ead90a3d765d741604b4d23cf09e801dae6510c63de5046540345",
     ".modelhub_state/routing_intelligence.json": "936e3e7e115f92e789d358044b4aa3d67bfce1563f13a744d039b0df089e8bc2",
     ".modelhub_state/submission_exclusions.jsonl": "435b160d8347192cb2b893578b50e093fd6c5af4342507d06cd1c99dbfb39fdd",
     "ledger/submissions.jsonl": "2da4f0c9ce343a0bd14caac9d626f5b297d4bbe93de6871f3d8d847d1ac8e9ed",
     "outcomes/submissions.jsonl": "bb1e3f8d06d6bad32af42ca06ab996dd1f9f405cc018840059edcb5d3f77716d"
   },
-  "generation": 1302,
-  "phase": "result",
+  "generation": 1303,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-20T19:56:08.824406+00:00",
+  "updatedAt": "2026-10-20T19:58:38.634339+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }