diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 9bbdf191a7..739f29ecb9 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -485,7 +485,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-22T16:29:09.563603+00:00",
+  "generatedAt": "2026-10-22T16:35:50.557705+00:00",
   "summary": {
     "activeBlockCount": 24,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index f336e0ee90..1d883dc0d1 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
-  "communityAttemptedAt": "2026-10-22T16:25:02.563287+00:00",
+  "communityAttemptedAt": "2026-10-22T16:36:11.165702+00:00",
   "communityError": "ModelHubAPIError: 分页大小不能超过100",
   "communitySample": {},
   "communityUpdatedAt": null,
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-22T16:29:16.175941+00:00",
+  "generatedAt": "2026-10-22T16:36:11.165702+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index fb40474aa6..601adb7667 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-22T16:29:16.175941+00:00",
+  "catalogUpdatedAt": "2026-10-22T16:36:11.165702+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-22T16:29:16.175941+00:00",
+  "generatedAt": "2026-10-22T16:36:11.165702+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -7046,6 +7046,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-22T16:29:16.175941+00:00",
+  "taskTreeUpdatedAt": "2026-10-22T16:36:11.165702+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index d0f76564d6..094611b240 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3719,6 +3719,18 @@
 {"batchId": "be636822c97d40b9ae9c6cec9f5d0720", "completedAt": "2026-10-22T12:45:04.138306+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T12:45:01.849537+00:00", "framework": "vllm_tokenizer_patch", "intentId": "47ed30c4f66041b79e5ad68daeefb1bb", "lastModified": "2026-10-21T16:56:31+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-22T16:15:03.201262+00:00", "repoId": "cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5717983", "taskType": "text-generation"}
 {"batchId": "3e7764629cb34352a7770fb1f792639a", "completedAt": "2026-10-22T13:03:03.977606+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T13:03:01.228986+00:00", "framework": "vllm_tokenizer_patch", "intentId": "f09b3d6bd65d4058a3497e27d4c7bbfe", "lastModified": "2026-10-21T17:00:21+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/LFM2-8B-A1B-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-22T16:15:03.199541+00:00", "repoId": "cyankiwi/LFM2-8B-A1B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5718269", "taskType": "text-generation"}
 {"batchId": "4c92b98c1bb4429fb9d0da1c66f0c677", "completedAt": "2026-10-22T14:09:41.731502+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-22T14:09:39.090660+00:00", "framework": "vllm_tokenizer_patch", "intentId": "0255e6cc723f4b598a38ac25833a826f", "lastModified": "2026-10-21T15:59:12+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-22T16:15:03.198809+00:00", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5719482", "taskType": "text-generation"}
+{"batchId": "43f5c57af9394e87a1c45466092b69c2", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-22T16:57:22.100549+00:00", "framework": "vllm_tokenizer_patch", "intentId": "68e4b2866c19438d882486385efc148a", "lastModified": "2026-10-21T19:08:10+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-8bit", "repoId": "cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
+{"batchId": "43f5c57af9394e87a1c45466092b69c2", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-22T16:57:22.100664+00:00", "framework": "vllm_tokenizer_patch", "intentId": "1d1a8d08387f43ec94adc5c09997e3de", "lastModified": "2026-10-21T16:56:31+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "repoId": "cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
+{"batchId": "43f5c57af9394e87a1c45466092b69c2", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-22T16:57:22.100711+00:00", "framework": "vllm_tokenizer_patch", "intentId": "1bb4d72b00824f7aa531abd8fcac44fa", "lastModified": "2026-10-21T16:02:35+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Hermes-4.3-36B-AWQ-8bit", "repoId": "cyankiwi/Hermes-4.3-36B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
+{"batchId": "43f5c57af9394e87a1c45466092b69c2", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-22T16:57:22.100755+00:00", "framework": "vllm_tokenizer_patch", "intentId": "fedfd6f9b488403bae21ad882afc787b", "lastModified": "2026-10-21T15:27:56+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Jan-v1-4B-AWQ-4bit", "repoId": "cyankiwi/Jan-v1-4B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
+{"batchId": "43f5c57af9394e87a1c45466092b69c2", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-22T16:57:22.100797+00:00", "framework": "vllm_tokenizer_patch", "intentId": "fa77081e419e45ebb94d06c546f58974", "lastModified": "2026-10-21T17:19:37+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-8bit", "repoId": "cyankiwi/KAT-Dev-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
+{"batchId": "43f5c57af9394e87a1c45466092b69c2", "configFingerprint": "705b8b3614c86a1ac722c97f43e177e84ca20282e9799fffb1b890510d641728", "configSource": "modelhub_live", "createdAt": "2026-10-22T16:57:22.100839+00:00", "framework": "llamacpp", "intentId": "a411142f971941a692993f8f83e96ebc", "lastModified": "2026-10-21T18:16:46+00:00", "modelAddress": "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF", "repoId": "AtomicChat/Qwen3.5-9B-DFlash-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "43f5c57af9394e87a1c45466092b69c2", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T16:57:22.100891+00:00", "framework": "vllm_tokenizer_patch", "intentId": "5c041f9ca25f4cee9761d7269a74b18e", "lastModified": "2026-10-22T01:37:07+00:00", "modelAddress": "https://modelscope.cn/models/RecursiveSI/flint-int4", "repoId": "RecursiveSI/flint-int4", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "43f5c57af9394e87a1c45466092b69c2", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T16:57:22.100944+00:00", "framework": "vllm_tokenizer_patch", "intentId": "9ad88b5d29d548c8ba2a40dde4bc5652", "lastModified": "2026-10-21T16:19:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "repoId": "cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "43f5c57af9394e87a1c45466092b69c2", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T16:57:22.100994+00:00", "framework": "vllm_tokenizer_patch", "intentId": "7cf5e52b9f614a2692acbcc0312b42dc", "lastModified": "2026-10-21T15:53:43+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-4bit", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "43f5c57af9394e87a1c45466092b69c2", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T16:57:22.101042+00:00", "framework": "vllm_tokenizer_patch", "intentId": "db273aebdd2f478c9b4d37359eba2562", "lastModified": "2026-10-21T16:49:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "repoId": "cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "43f5c57af9394e87a1c45466092b69c2", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T16:57:22.101090+00:00", "framework": "vllm_tokenizer_patch", "intentId": "3971df7ba2f742558d8f9c45cfbcdbee", "lastModified": "2026-10-21T16:58:14+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-4bit", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "43f5c57af9394e87a1c45466092b69c2", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T16:57:22.101138+00:00", "framework": "vllm_tokenizer_patch", "intentId": "509534eabe824114bd881504928a9cab", "lastModified": "2026-10-21T16:41:10+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
 {"batchId": "aa3ec0b7da404b28a457c7d6628a5a38", "completedAt": "2026-10-22T16:30:21.336722+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T16:29:46.785305+00:00", "framework": "vllm_tokenizer_patch", "intentId": "be489d762a12458080fa1163c19c4d12", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "aa3ec0b7da404b28a457c7d6628a5a38", "completedAt": "2026-10-22T16:30:21.336719+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T16:29:46.785255+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d200c392821d4c5e95350c693d1c4fb1", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "aa3ec0b7da404b28a457c7d6628a5a38", "completedAt": "2026-10-22T16:30:21.336717+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T16:29:46.785203+00:00", "framework": "vllm_tokenizer_patch", "intentId": "24814dbdd14a478993cb8f94371f8e9e", "repoId": "cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index a50ea785a8..4ffa3d5c33 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "d7ea0d18775278c105d7fbf4d5faeae2b6c3e499a30a6a41bec32df28683174f",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "5093473ac205734ea86f4597bb12ba1cb08d9274e23abb94957f131619ac8e4e",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "3e59e77502dc291543184f0573bfdf272b755b5d3baaf842ce80c9d1054c5bb9",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "80dc55124726421c382c0176c2a6b822805897d99dfd0fde85d99f0ac6e71c32",
-    ".modelhub_state/official_capabilities.json": "f45093b53a3d054f13ec1f33b353d30c623f9908b40416ea74701b6d83f62010",
+    ".modelhub_state/market_intelligence.json": "6ee92263de7b683b367943e868059022502e8b5a1bbcdcda94ddb254c2ef1a3a",
+    ".modelhub_state/official_capabilities.json": "9575b36961ec42b49c2fa72f2a7fe07e43b8c777e0c432b848a6bf956514b093",
     ".modelhub_state/outcome_checkpoint.json": "0de0f05819167e7f02a3346d45188aaccad971c301440a835aaf75808c3b3111",
     ".modelhub_state/queue_cleanup_latest.json": "15524a78d72a9dfcf93d47e08e177e30962e05cc84598ab5f3021a575b9839bc",
     ".modelhub_state/recent_outcomes.jsonl": "50cf2882a87a968318fad67534eaaeb4afe724e5b2a616846ccfe9e71beb33b2",
     ".modelhub_state/recovery_active_tasks.jsonl": "fe4aed5799d8b9807bafe9861632b66c994710c164e48e7054a0a540db3f7ce8",
-    ".modelhub_state/recovery_intents.jsonl": "b569a0de2e9d3668af58ef46381c35932f620c6b185e8022dacef10deea2a160",
+    ".modelhub_state/recovery_intents.jsonl": "063d4651195e70bcd770b57874c584ef0adf1dd8a1e104fa0826bafdab832ebf",
     ".modelhub_state/routing_intelligence.json": "6f9879b405f9dd9e7522cae7fc733b15a32285ad877cfe84b9c591905c733262",
     ".modelhub_state/submission_exclusions.jsonl": "e2677e09d968a0c44c65d7c030b9c8ea2c9d39dc378ce302c2a309ab54d600d9",
     ".modelhub_state/worker_crashes.jsonl": "50e3ab320d986c635b0d4cb9b1de107b33f9ab8864ff5aa9ca00e1b4af9f30cc",
     "ledger/submissions.jsonl": "aa3933a2f7aee9e66e740dfac68076c13b564354ae140a8e7541c40dd02fd511",
     "outcomes/submissions.jsonl": "ea85c347b3f4352d3306bc6525761559c4e9301119b09b3e4355ce2e718fe1c2"
   },
-  "generation": 29712,
-  "phase": "result",
+  "generation": 29713,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-22T16:30:21.547822+00:00",
+  "updatedAt": "2026-10-22T16:57:22.259441+00:00",
   "writerId": "a94e2cbdfb3d4160878859cdc87771b0"
 }