diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 5ceb3eccc3..05d6abe75b 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -487,7 +487,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-23T02:37:52.792794+00:00",
+  "generatedAt": "2026-10-23T02:39:40.758783+00:00",
   "summary": {
     "activeBlockCount": 24,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index bdb8e762ec..04ad65d1f4 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-23T02:37:53.056138+00:00",
+  "generatedAt": "2026-10-23T02:39:41.893941+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 061e04f5ba..07ea2c6595 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-23T02:37:53.056138+00:00",
+  "catalogUpdatedAt": "2026-10-23T02:39:41.893941+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-23T02:37:53.056138+00:00",
+  "generatedAt": "2026-10-23T02:39:41.893941+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6382,6 +6382,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-23T02:37:53.056138+00:00",
+  "taskTreeUpdatedAt": "2026-10-23T02:39:41.893941+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index e14e7ef5d3..4453b7d5c9 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3727,6 +3727,18 @@
 {"batchId": "d951efdc91554b1eb41d1bbf3ae1e0d7", "completedAt": "2026-10-22T20:21:06.258245+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T20:21:03.557699+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a36c6ca0622d46fc8f09c65b58529360", "lastModified": "2026-10-22T13:57:14+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/LFM2.5-8B-A1B-AWQ-INT4", "reason": null, "reconciledAt": "2026-10-23T02:38:08.690616+00:00", "repoId": "cyankiwi/LFM2.5-8B-A1B-AWQ-INT4", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5724977", "taskType": "text-generation"}
 {"batchId": "4da72fb9df654621af214d2580119d18", "completedAt": "2026-10-22T20:25:26.110649+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T20:25:23.630397+00:00", "framework": "vllm_tokenizer_patch", "intentId": "5bcde5a40eb543eeb24ce85c99821717", "lastModified": "2026-10-21T16:49:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-23T02:38:08.688215+00:00", "repoId": "cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5725025", "taskType": "text-generation"}
 {"batchId": "e72c464f837541da9c1da8886bf58419", "completedAt": "2026-10-22T22:44:16.149243+00:00", "configFingerprint": "1d8ba6e2bf36aa47c80ff7bd95383cf1571f55e0a76760eb56b3f847863afa7f", "configSource": "modelhub_live", "createdAt": "2026-10-22T22:44:13.585401+00:00", "framework": "llamacpp", "intentId": "3669a4afc92a4768b586a1925807bb3c", "lastModified": "2026-10-22T14:16:42+00:00", "modelAddress": "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF", "reason": null, "reconciledAt": "2026-10-23T02:38:08.688212+00:00", "repoId": "InternScience/Sage-A1.5-Q8_0-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "hygon_k100-ai", "taskId": "5726692", "taskType": "text-generation"}
+{"batchId": "1c31531dacae41658d790c517e035bd8", "configFingerprint": "705b8b3614c86a1ac722c97f43e177e84ca20282e9799fffb1b890510d641728", "configSource": "modelhub_live", "createdAt": "2026-10-23T02:39:43.219427+00:00", "framework": "llamacpp", "intentId": "9c343953ec634949bfd06dd0942a21de", "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": "1c31531dacae41658d790c517e035bd8", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-23T02:39:43.219536+00:00", "framework": "vllm_tokenizer_patch", "intentId": "372b1a36ef154cbe82d918d2d7f4197d", "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": "1c31531dacae41658d790c517e035bd8", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-23T02:39:43.219594+00:00", "framework": "vllm_tokenizer_patch", "intentId": "73f9f526974445c88d06af19c3bfa5e1", "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": "1c31531dacae41658d790c517e035bd8", "configFingerprint": "91915287b76ea7e05cad914ff86bc370079e1da493390c06596dc5d6300af314", "configSource": "modelhub_live", "createdAt": "2026-10-23T02:39:43.219646+00:00", "framework": "llamacpp", "intentId": "08081e7c19fd49bc87e00e9bece6205c", "lastModified": "2026-10-22T14:16:42+00:00", "modelAddress": "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF", "repoId": "InternScience/Sage-A1.5-Q8_0-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "pending", "targetGpu": "Mthreads_s4000", "taskType": "text-generation"}
+{"batchId": "1c31531dacae41658d790c517e035bd8", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T02:39:43.219701+00:00", "framework": "vllm_tokenizer_patch", "intentId": "40bb21c6ff9641c38d78ca0fb08473a0", "lastModified": "2026-10-21T16:33:24+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Instruct-2507-AWQ-4bit", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "1c31531dacae41658d790c517e035bd8", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T02:39:43.219741+00:00", "framework": "vllm_tokenizer_patch", "intentId": "eb1eb1577ec64192a8556c351e6c02f5", "lastModified": "2026-10-21T16:31:51+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-4bit", "repoId": "cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "1c31531dacae41658d790c517e035bd8", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T02:39:43.219780+00:00", "framework": "vllm_tokenizer_patch", "intentId": "4260d89b3e32458999b11846215aee5f", "lastModified": "2026-10-22T13:58:47+00:00", "modelAddress": "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX", "repoId": "ukisai/Swift-1.5-4bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "1c31531dacae41658d790c517e035bd8", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T02:39:43.219817+00:00", "framework": "vllm_tokenizer_patch", "intentId": "ff8ebaa8a9c440b79d843e6288b424fc", "lastModified": "2026-10-21T17:21:19+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/OmniCoder-9B-AWQ-BF16-INT8", "repoId": "cyankiwi/OmniCoder-9B-AWQ-BF16-INT8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "1c31531dacae41658d790c517e035bd8", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T02:39:43.219854+00:00", "framework": "vllm_tokenizer_patch", "intentId": "1cd79304d5444b11a365868b5f515252", "lastModified": "2026-10-21T17:03:19+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiniCPM-SALA-AWQ-4bit", "repoId": "cyankiwi/MiniCPM-SALA-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "1c31531dacae41658d790c517e035bd8", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T02:39:43.219891+00:00", "framework": "vllm_tokenizer_patch", "intentId": "09eb1d973c574d66ad281e9bc4d5f939", "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": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "1c31531dacae41658d790c517e035bd8", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T02:39:43.219927+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e883e6910469496789d16c2a414448b2", "lastModified": "2026-10-22T13:17:57+00:00", "modelAddress": "https://modelscope.cn/models/ukisai/Swift-1.5-5bit-MLX", "repoId": "ukisai/Swift-1.5-5bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "1c31531dacae41658d790c517e035bd8", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T02:39:43.219964+00:00", "framework": "vllm_tokenizer_patch", "intentId": "52c0cde79f1846579945e1ff8a349bef", "lastModified": "2026-10-22T14:14:09+00:00", "modelAddress": "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8", "repoId": "InternScience/Sage-A1.5-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
 {"batchId": "2b8d7244eb1f491e890340f264febbf8", "completedAt": "2026-10-23T02:38:03.999907+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T02:38:00.789948+00:00", "framework": "vllm_tokenizer_patch", "intentId": "55b43cb2e0b24793937b770fe19e7732", "repoId": "InternScience/Sage-A1.5-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "2b8d7244eb1f491e890340f264febbf8", "completedAt": "2026-10-23T02:38:03.999904+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T02:38:00.789911+00:00", "framework": "vllm_tokenizer_patch", "intentId": "f48a881698914ac8b672c8162ad99178", "repoId": "ukisai/Swift-1.5-5bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "2b8d7244eb1f491e890340f264febbf8", "completedAt": "2026-10-23T02:38:03.999900+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T02:38:00.789874+00:00", "framework": "vllm_tokenizer_patch", "intentId": "2c104dba3d17424eb12285a94af12789", "repoId": "cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 0e29e8c031..82d3d8840d 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "e556d98155400cc56c8319f9106bebcac015c6f23ef5f21ed86ab75e298c0ef6",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "c94e67a72341b5e093221376a41088f8ec1f184e97848d01743b39593c5ded2f",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "af4e3247b752d61bd2732bc44ab011ca6d9cf3bca8524b8cb815a20f6caf9568",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "cb9b8edc6114ce889748e97cab06528ec34853e5112fb9101034e9dd7d3d441b",
-    ".modelhub_state/official_capabilities.json": "2bf0d0493377931519fd71df7c947390d8c207a7a7479d1f4bd3591195a759a2",
+    ".modelhub_state/market_intelligence.json": "3e4ec883f7d87ef12627c7173dd26418cdd54b33d709063b8e88e82d2d3b2e9e",
+    ".modelhub_state/official_capabilities.json": "88f2eefb451c730fdc8fc0d2da541f5a962fae50fa6ac81092697dfc49a7a780",
     ".modelhub_state/outcome_checkpoint.json": "d7d734b638d2825dafde0ceb1653d4da90b9a2161d586dd4b8a80e969fb57c01",
     ".modelhub_state/queue_cleanup_latest.json": "f5c6a7a2fc1c4414df13c85e3cb67c1605111cc1b0383163de9820194d12893d",
     ".modelhub_state/recent_outcomes.jsonl": "f04a994c42079738067b730766ca245348ccdb986569f5d71e2142155dd29be9",
     ".modelhub_state/recovery_active_tasks.jsonl": "37d3ed38a517e18236b7052ea55b241979c306c8b2ea372d809bc4a9bc3b3976",
-    ".modelhub_state/recovery_intents.jsonl": "31db38e52b04aed75dde13f57a5827f6713e48b9acaee10dc64587b219279de3",
+    ".modelhub_state/recovery_intents.jsonl": "11a64d14dc96abcfccf30f084185fe80efa48b070c76c73c72b47a00afbfebb1",
     ".modelhub_state/routing_intelligence.json": "c0b2deab7fd3a28ebb734468e2242b775c78d1fc90bb5cc2780840d429418d7d",
     ".modelhub_state/submission_exclusions.jsonl": "3bb99a0a703cee6767cdaeed2e3d26480ebf6d1cb44552f40bf65c94d9ed58b1",
     ".modelhub_state/worker_crashes.jsonl": "79a82e0be7257a319accaac998e3a6ffc2ee298cd8277e80ede1ae8a4592226f",
     "ledger/submissions.jsonl": "7ed8eeff33a95af4e4641f8417f5dc2d7ac11e38c839de2c1ef950dddb07bb33",
     "outcomes/submissions.jsonl": "0a73698ba92f97ba39aa8b1db4b292ed431a0055b7952d26fd7d429617488e0b"
   },
-  "generation": 30647,
-  "phase": "cycle",
+  "generation": 30648,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-23T02:38:08.944994+00:00",
+  "updatedAt": "2026-10-23T02:39:43.406538+00:00",
   "writerId": "0f7b062a06b54242af2a262608ef306f"
 }