diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 2ae4ada6b8..aa32062316 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-10-20T17:22:37.088989+00:00",
+  "communityAttemptedAt": "2026-10-20T17:41:29.582796+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-10-20T17:22:37.088989+00:00",
+  "communityUpdatedAt": "2026-10-20T17:41:29.582796+00:00",
   "frameworkAttemptedAt": "2026-10-20T14:02:33.198170+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-20T17:37:15.667033+00:00",
+  "generatedAt": "2026-10-20T17:41:29.582796+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 43a80d8f5f..c195daad1e 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-20T17:37:15.667033+00:00",
+  "catalogUpdatedAt": "2026-10-20T17:41:29.582796+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-20T17:37:15.667033+00:00",
+  "generatedAt": "2026-10-20T17:41:29.582796+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6559,6 +6559,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-20T17:37:15.667033+00:00",
+  "taskTreeUpdatedAt": "2026-10-20T17:41:29.582796+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 350cca2953..62a8fe3bcc 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -13,6 +13,7 @@
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 {"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": "2026-10-20T17:34:26.506203+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": "2026-10-20T17:34:26.506125+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": "2b9966cb3d9b4443be00cd0d7cfea56b", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-20T17:41:47.074951+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "1328583a187b45ebb3c2c1a8f3e658c0", "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": "87dfc291df0a43a4bfc5c23d8e956c5b", "completedAt": "2026-10-20T17:39:14.470442+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-20T17:37:18.289767+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "e6b774b61db6482d9666e259e4e6ae6f", "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": "7d9fe3a62abf49d592c7bb54b3bf5c35", "completedAt": "2026-10-20T17:34:13.869790+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-20T17:32:28.680784+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "ff3331f8f0e04495bc1d36a392ac8b6b", "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": "beb067222ede4921ae1df511f2ed9d21", "completedAt": "2026-10-20T17:29:45.989458+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-20T17:28:11.285631+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "3c3666569867444395e224d22e225b5c", "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 f5b41d5762..5320862a8f 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,20 +4,20 @@
     ".modelhub_state/account_capacity.json": "bacaeb34aaa0d094f61dc04e31369b8a3445b90ef824f5162ea01554f13d38ac",
     ".modelhub_state/architecture_compatibility_blacklist.json": "31e01d0c54447fb016c4b4bc5c9bf686c8f63ea92247e28aa7ebc18af6b8f287",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "894bb22827c156166c6b53cb1385cd349f1ab385936b7ca2090ae06cf68ad367",
-    ".modelhub_state/official_capabilities.json": "9748e4d7502c9c44232a11b7d1331053b3c47d6f253ae3d0274b0d7ce2882ca0",
+    ".modelhub_state/market_intelligence.json": "0f1ba38b79839f443afd5f0db9b5b4a692fb837ef62bf296e32b0bf7bd2c29c5",
+    ".modelhub_state/official_capabilities.json": "15eca19917ac27c598b9c3d5f67de04db1eaa2b4ef6a7a4d9ba5a8ac9433a79e",
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "438b5880572d5cdcc6572d964f3a78d428588cfdc7cf72b3dc40d1703576cd30",
-    ".modelhub_state/recovery_intents.jsonl": "729d0dad274880a41d0fab5e7023aa3b1384b9680278611debe7e5417b28f39b",
+    ".modelhub_state/recovery_intents.jsonl": "b73ff1fa918e335f2060d732debe91f6a350c13f516cddb5ffabbe9da77b5222",
     ".modelhub_state/routing_intelligence.json": "13d29cfd3484bc1a274280e7983d0b7c1a37bbaa372bea6ebe6ecd1524fe7d9d",
     ".modelhub_state/submission_exclusions.jsonl": "435b160d8347192cb2b893578b50e093fd6c5af4342507d06cd1c99dbfb39fdd",
     "ledger/submissions.jsonl": "b11ca9b44ced39fb4d08b273307db024aa2e698c9321e848b170c822675ca2ce",
     "outcomes/submissions.jsonl": "cfd902502d1b6f64b48c973905aa7189f89b15d467b1716d23cb0ad3192136a2"
   },
-  "generation": 1231,
-  "phase": "result",
+  "generation": 1232,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-20T17:39:14.536162+00:00",
+  "updatedAt": "2026-10-20T17:41:47.122666+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }