diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 7df7b79a03..f712229751 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -892,7 +892,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-21T11:56:05.733805+00:00",
+  "generatedAt": "2026-10-21T11:57:50.775103+00:00",
   "summary": {
     "activeBlockCount": 43,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 45cc3898ef..8a88d6762b 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-21T11:56:05.864283+00:00",
+  "generatedAt": "2026-10-21T11:57:50.930451+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 869e85c861..75204d5d54 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-21T11:56:05.864283+00:00",
+  "catalogUpdatedAt": "2026-10-21T11:57:50.930451+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-21T11:56:05.864283+00:00",
+  "generatedAt": "2026-10-21T11:57:50.930451+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6558,6 +6558,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-21T11:56:05.864283+00:00",
+  "taskTreeUpdatedAt": "2026-10-21T11:57:50.930451+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index be886e71ed..b22854b94c 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3666,6 +3666,18 @@
 {"batchId": "e461dddeae324857be8f5dd072f0c54e", "completedAt": "2026-10-21T08:13:51.747157+00:00", "configFingerprint": "b8a926f4d98c4c17ed728affade2dfee1910e905840c16a7c6d35cdf073f1b9a", "configSource": "modelhub_live", "createdAt": "2026-10-21T08:13:48.865920+00:00", "framework": "llamacpp", "intentId": "61deb918513b4609a052ba1938b389ac", "lastModified": "2026-10-20T13:54:35+00:00", "modelAddress": "https://modelscope.cn/models/incoai/Muse-Glimmer-30B-DFlash2-GGUF", "reason": null, "reconciledAt": "2026-10-21T11:56:19.294920+00:00", "repoId": "incoai/Muse-Glimmer-30B-DFlash2-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "hygon_k100-ai", "taskId": "5691062", "taskType": "text-generation"}
 {"batchId": "7b038b1630774fbdb1a65c0e9bbb2b8e", "completedAt": "2026-10-21T09:52:14.705530+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T09:52:12.174479+00:00", "framework": "vllm_tokenizer_patch", "intentId": "7e2e33b0ce9641dbb6bf3ddd7a390222", "lastModified": "2026-10-19T18:19:51+00:00", "modelAddress": "https://modelscope.cn/models/cpatonn-mirror/Qwen3-Next-80B-A3B-Thinking-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-21T11:56:19.294106+00:00", "repoId": "cpatonn-mirror/Qwen3-Next-80B-A3B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "5692453", "taskType": "text-generation"}
 {"batchId": "2be41a3c0ddf47fea7a18dec16f75bf1", "completedAt": "2026-10-21T10:03:54.578225+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T10:03:52.009664+00:00", "framework": "vllm_tokenizer_patch", "intentId": "72dabf7c174648c3ac50e60f466e4581", "lastModified": "2026-10-19T07:00:41+00:00", "modelAddress": "https://modelscope.cn/models/iluvatar-corex/Qwen3-8B-W8A8", "reason": null, "reconciledAt": "2026-10-21T11:56:19.296324+00:00", "repoId": "iluvatar-corex/Qwen3-8B-W8A8", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5692570", "taskType": "text-generation"}
+{"batchId": "05867eee3f044e718f9cc827f03f3e53", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-21T11:57:58.033023+00:00", "framework": "vllm_tokenizer_patch", "intentId": "9d243157f1654be38c18afd008f6eb9c", "lastModified": "2026-10-19T16:26:03+00:00", "modelAddress": "https://modelscope.cn/models/cpatonn-mirror/Qwen3-30B-A3B-Thinking-2507-AWQ-8bit", "repoId": "cpatonn-mirror/Qwen3-30B-A3B-Thinking-2507-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
+{"batchId": "05867eee3f044e718f9cc827f03f3e53", "configFingerprint": "6227ad7464202af2fd72ed7ba47d960a6db14697bf850d85ff2e90b31777e3a8", "configSource": "modelhub_live", "createdAt": "2026-10-21T11:57:58.033125+00:00", "framework": "llamacpp", "intentId": "1f3814d88d774c39a1157da0cd257e76", "lastModified": "2026-10-21T03:15:59+00:00", "modelAddress": "https://modelscope.cn/models/XHToken/Spark-X2.6-4B-GGUF", "repoId": "XHToken/Spark-X2.6-4B-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "hygon_k100-ai", "taskType": "text-generation"}
+{"batchId": "05867eee3f044e718f9cc827f03f3e53", "configFingerprint": "0810a8dbec6a5bb8330373d71363e8e47f5ab88e5ca0b04cee0d7bb4fc33e81f", "configSource": "modelhub_live", "createdAt": "2026-10-21T11:57:58.033206+00:00", "framework": "llamacpp", "intentId": "73c481e4d6dc407e8b02cd6cb4281b09", "lastModified": "2026-10-20T13:54:35+00:00", "modelAddress": "https://modelscope.cn/models/incoai/Muse-Glimmer-30B-DFlash2-GGUF", "repoId": "incoai/Muse-Glimmer-30B-DFlash2-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "05867eee3f044e718f9cc827f03f3e53", "configFingerprint": "e6a494afe49de43cfe2b51111d8b2495fcc9c2b24f0b475f84ce14dcdff5b462", "configSource": "modelhub_live", "createdAt": "2026-10-21T11:57:58.033264+00:00", "framework": "llamacpp", "intentId": "1be51cd96901407c8211273b4be1a730", "lastModified": "2026-10-20T05:58:12+00:00", "modelAddress": "https://modelscope.cn/models/OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "repoId": "OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "05867eee3f044e718f9cc827f03f3e53", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T11:57:58.033318+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b96cba57482440e48b0b785c551d1221", "lastModified": "2026-10-19T16:59:08+00:00", "modelAddress": "https://modelscope.cn/models/cpatonn-mirror/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "repoId": "cpatonn-mirror/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "05867eee3f044e718f9cc827f03f3e53", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T11:57:58.033372+00:00", "framework": "vllm_tokenizer_patch", "intentId": "0975caf478114c21a4f21b4638374362", "lastModified": "2026-10-20T08:50:37+00:00", "modelAddress": "https://modelscope.cn/models/Haodong07/Qwen3-32B-TwinQuant-W4A4", "repoId": "Haodong07/Qwen3-32B-TwinQuant-W4A4", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "05867eee3f044e718f9cc827f03f3e53", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T11:57:58.033422+00:00", "framework": "vllm_tokenizer_patch", "intentId": "00c578edcb5f49bf95441a1a9e38e153", "lastModified": "2026-10-19T07:29:23+00:00", "modelAddress": "https://modelscope.cn/models/iluvatar-corex/Qwen3-14B-W8A8", "repoId": "iluvatar-corex/Qwen3-14B-W8A8", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "05867eee3f044e718f9cc827f03f3e53", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T11:57:58.033471+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e197f65ed1db4359823c6b27c0a94af9", "lastModified": "2026-10-19T18:03:21+00:00", "modelAddress": "https://modelscope.cn/models/cpatonn-mirror/granite-4.0-h-tiny-AWQ-4bit", "repoId": "cpatonn-mirror/granite-4.0-h-tiny-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "05867eee3f044e718f9cc827f03f3e53", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T11:57:58.033519+00:00", "framework": "vllm_tokenizer_patch", "intentId": "2e5de78775cf4b2499ec2544af9d2b24", "lastModified": "2026-10-19T18:55:19+00:00", "modelAddress": "https://modelscope.cn/models/shisa-ai/shisa-de-2.1-FP8-dynamic", "repoId": "shisa-ai/shisa-de-2.1-FP8-dynamic", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "05867eee3f044e718f9cc827f03f3e53", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T11:57:58.033568+00:00", "framework": "vllm_tokenizer_patch", "intentId": "66848b5093c54385b953c69c27e673b7", "lastModified": "2026-10-19T07:32:17+00:00", "modelAddress": "https://modelscope.cn/models/StartLuxAI/gdn-1.3b-isp-hybrid-3to1-50b", "repoId": "StartLuxAI/gdn-1.3b-isp-hybrid-3to1-50b", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "05867eee3f044e718f9cc827f03f3e53", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T11:57:58.033617+00:00", "framework": "vllm_tokenizer_patch", "intentId": "f8f39e941ada498fb60f8859bfbee276", "lastModified": "2026-10-19T21:32:10+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Agents-A1-AWQ-NVFP4", "repoId": "cyankiwi/Agents-A1-AWQ-NVFP4", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "05867eee3f044e718f9cc827f03f3e53", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T11:57:58.033665+00:00", "framework": "vllm_tokenizer_patch", "intentId": "73288a44c0b648d4a0b661f7c40acc3c", "lastModified": "2026-10-19T18:17:12+00:00", "modelAddress": "https://modelscope.cn/models/cpatonn-mirror/Qwen3-4B-Instruct-2507-AWQ", "repoId": "cpatonn-mirror/Qwen3-4B-Instruct-2507-AWQ", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
 {"batchId": "6f321552605a46feb065845a78d87906", "completedAt": "2026-10-21T11:56:16.490532+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T11:56:13.984284+00:00", "framework": "vllm_tokenizer_patch", "intentId": "7130f76ecab0483cbe77c61bf7d0bb4b", "repoId": "cpatonn-mirror/Qwen3-4B-Instruct-2507-AWQ", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "6f321552605a46feb065845a78d87906", "completedAt": "2026-10-21T11:56:16.490530+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T11:56:13.984211+00:00", "framework": "vllm_tokenizer_patch", "intentId": "7847c5030e1148fc9d2f40aee66786b6", "repoId": "cyankiwi/Agents-A1-AWQ-NVFP4", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "6f321552605a46feb065845a78d87906", "completedAt": "2026-10-21T11:56:16.490527+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T11:56:13.984147+00:00", "framework": "vllm_tokenizer_patch", "intentId": "61041643a9d04d1d8d41bd160c402753", "repoId": "StartLuxAI/gdn-1.3b-isp-hybrid-3to1-50b", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 141d9858ce..d8339993d4 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "f6eab677a44c5ccbc24d8814ab4c2b5df199f5499496fc167b9eea5fdb3c1a6b",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "82d9e9cc2207e89d5a836709aab788e8a3dc3fa422c1fd559833bd97fd46e778",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "6df3bae9710598d943f2e7fc831837e2218946d45cbf2e6a7613196601668527",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "a7fb401f3d58a65c34af4b4582ce656535d95b3cab9440aa1b038f59c5749376",
-    ".modelhub_state/official_capabilities.json": "030cc45d92ccf0fcf4297b1a7e881437a763a0bcac2ac796d202d501763e16d1",
+    ".modelhub_state/market_intelligence.json": "35fbe99d2da50eb64918da5f8d36cb11fb8dbe1135c4a04719728e82319f5eab",
+    ".modelhub_state/official_capabilities.json": "c6a733f9db9ec68137ee2efc496daeffc761c6234caaa786889efff120b1bd18",
     ".modelhub_state/outcome_checkpoint.json": "1eca1fdb307935b8726a5359b1268d259aca7cae6a43cd9ac541c5dc6b07bdb5",
     ".modelhub_state/queue_cleanup_latest.json": "67a11704905ce4b4303cf204224a1eaa8325b0cef009ef0bbc75dfd11b896f9b",
     ".modelhub_state/recent_outcomes.jsonl": "0debddb689e605ebce7b25dc593b566f63bbe040c9d619b8d4d181b5b7875699",
     ".modelhub_state/recovery_active_tasks.jsonl": "ec62f240ceb6d34531e01f532dc764854f2de11b212db79aa519ffa914a70c50",
-    ".modelhub_state/recovery_intents.jsonl": "adbfc2e83af632cf80614211001521230a9ba745712de6e9c9244d05f535d2ab",
+    ".modelhub_state/recovery_intents.jsonl": "bc44d24a3fea39ece42c357c7257b71bee1ed834a726e8df012e435c40614ea4",
     ".modelhub_state/routing_intelligence.json": "5ac8807deed3839c16d6444f114a2921a510b86695e854c221cc212debf6c789",
     ".modelhub_state/submission_exclusions.jsonl": "07b0cf531e208c0d6ecfffb156a0cb39a09636bee94976f2a8a2e3b767cf06cc",
     ".modelhub_state/worker_crashes.jsonl": "d46c42c2991f2fda703c2ba17f2b6a21afa8e1453bf67666f1bc0ff3bb99e2e9",
     "ledger/submissions.jsonl": "482a4907e54a65b2007edbf85f35062d25ea2546712a6cdfd7093bc1a9fcae80",
     "outcomes/submissions.jsonl": "5e041554fce7eea4e449443caeb9d7646f0cbf8da9624ac2a24ca4319fdb67c5"
   },
-  "generation": 26831,
-  "phase": "cycle",
+  "generation": 26832,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-21T11:56:19.502778+00:00",
+  "updatedAt": "2026-10-21T11:57:58.279266+00:00",
   "writerId": "f9d6ac09a4c14ca19fc241d193853c55"
 }