diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 5b04351b37..38a2bf3caa 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -506,7 +506,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-24T01:41:40.063357+00:00",
+  "generatedAt": "2026-10-24T01:43:29.871164+00:00",
   "summary": {
     "activeBlockCount": 25,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index df490913a5..fb5c30944e 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-24T01:41:40.161394+00:00",
+  "generatedAt": "2026-10-24T01:43:29.956904+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 212f02f7cd..07c477a89b 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-24T01:41:40.161394+00:00",
+  "catalogUpdatedAt": "2026-10-24T01:43:29.956904+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-24T01:41:40.161394+00:00",
+  "generatedAt": "2026-10-24T01:43:29.956904+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6459,6 +6459,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-24T01:41:40.161394+00:00",
+  "taskTreeUpdatedAt": "2026-10-24T01:43:29.956904+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 3605db1bef..58a554a313 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3737,6 +3737,18 @@
 {"batchId": "b161c8b0cf074d4c8e172ff4c360f15d", "completedAt": "2026-10-24T00:34:04.793612+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T00:34:02.106698+00:00", "framework": "vllm_tokenizer_patch", "intentId": "59b748ebc4414a2e83a92b19acee9a75", "lastModified": "2026-10-21T16:49:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-24T01:41:57.579753+00:00", "repoId": "cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5749178", "taskType": "text-generation"}
 {"batchId": "b161c8b0cf074d4c8e172ff4c360f15d", "completedAt": "2026-10-24T00:34:04.793619+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T00:34:02.106823+00:00", "framework": "vllm_tokenizer_patch", "intentId": "37982ccf180143189e9d40c8cabf6355", "lastModified": "2026-10-21T16:31:43+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-24T01:41:57.581130+00:00", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5749179", "taskType": "text-generation"}
 {"batchId": "b161c8b0cf074d4c8e172ff4c360f15d", "completedAt": "2026-10-24T00:34:04.793624+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T00:34:02.106907+00:00", "framework": "vllm_tokenizer_patch", "intentId": "52873d65edff42adbbf837e838bd9b4f", "lastModified": "2026-10-21T17:09:55+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-24T01:41:57.581413+00:00", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5749180", "taskType": "text-generation"}
+{"batchId": "71753f417fde42f8aa555128d4c0cf01", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T01:43:30.867660+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b7df940652ed4f72956c22a44f395ba3", "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": "71753f417fde42f8aa555128d4c0cf01", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T01:43:30.867760+00:00", "framework": "vllm_tokenizer_patch", "intentId": "7a8c1e41b37c41cc8690b12b3c3641a7", "lastModified": "2026-10-21T17:08:03+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit", "repoId": "cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
+{"batchId": "71753f417fde42f8aa555128d4c0cf01", "configFingerprint": "705b8b3614c86a1ac722c97f43e177e84ca20282e9799fffb1b890510d641728", "configSource": "modelhub_live", "createdAt": "2026-10-24T01:43:30.867806+00:00", "framework": "llamacpp", "intentId": "291f1b9917e7405cbe44b8d39e589def", "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": "71753f417fde42f8aa555128d4c0cf01", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-24T01:43:30.867861+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b9c81089c30e4fc185af60b5441901af", "lastModified": "2026-10-24T00:34:29+00:00", "modelAddress": "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P", "repoId": "ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "71753f417fde42f8aa555128d4c0cf01", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-24T01:43:30.867915+00:00", "framework": "vllm_tokenizer_patch", "intentId": "769afc0d3d2f464c970395575668180d", "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": "71753f417fde42f8aa555128d4c0cf01", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-24T01:43:30.867964+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b61ef547455940bab058ee48a37d5014", "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": "71753f417fde42f8aa555128d4c0cf01", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T01:43:30.868014+00:00", "framework": "vllm_tokenizer_patch", "intentId": "9c7568b2898e4949b3ec552dd9aed335", "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": "71753f417fde42f8aa555128d4c0cf01", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T01:43:30.868053+00:00", "framework": "vllm_tokenizer_patch", "intentId": "141d50f6da1d460486a739dff72765b0", "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": "71753f417fde42f8aa555128d4c0cf01", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T01:43:30.868090+00:00", "framework": "vllm_tokenizer_patch", "intentId": "5e9b076cf2aa460eae0ce965bef43422", "lastModified": "2026-10-23T13:17:05+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": "71753f417fde42f8aa555128d4c0cf01", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T01:43:30.868128+00:00", "framework": "vllm_tokenizer_patch", "intentId": "846f833127064c749848d449e9b13012", "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": "71753f417fde42f8aa555128d4c0cf01", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T01:43:30.868164+00:00", "framework": "vllm_tokenizer_patch", "intentId": "dee67985d3d14f7b8cc2b13c1918f7a5", "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": "71753f417fde42f8aa555128d4c0cf01", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T01:43:30.868218+00:00", "framework": "vllm_tokenizer_patch", "intentId": "32455d03dd8f4898b63aa87426523fb5", "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": "d6fb956b261c4373b527166731d3fda0", "completedAt": "2026-10-24T01:41:50.797248+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T01:41:47.313553+00:00", "framework": "vllm_tokenizer_patch", "intentId": "8a2698ed927f4868a24f280216ba4e9c", "repoId": "InternScience/Sage-A1.5-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "d6fb956b261c4373b527166731d3fda0", "completedAt": "2026-10-24T01:41:50.797245+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T01:41:47.313516+00:00", "framework": "vllm_tokenizer_patch", "intentId": "607d5e942caa4bc2ab6009eff721d31c", "repoId": "cyankiwi/MiniCPM-SALA-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "d6fb956b261c4373b527166731d3fda0", "completedAt": "2026-10-24T01:41:50.797242+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T01:41:47.313479+00:00", "framework": "vllm_tokenizer_patch", "intentId": "53f03e5c0c9e404ab699dffec2ce269b", "repoId": "cyankiwi/OmniCoder-9B-AWQ-BF16-INT8", "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 cfaad1e158..43fc473f72 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "8491d4b55340d73571b6395548668ef399139758afc5ec05941320a9e6ea692b",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "35f3fb444b2d6504240d5b7bf186727254ee42a30ed1f3c2fc8a5518d7618fe9",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "79b0c81e87d7cccab922071ec40de8d2e4c710569f5cd042b6c811587b32c149",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "7bb5ef174dda54341500811de5f398f1f9bb82a72fddfb9c083029b3ce08a27d",
-    ".modelhub_state/official_capabilities.json": "2c932c9da8805d72cedd8d6b9037f4508a420385c17051da7d3b93951eaf2b28",
+    ".modelhub_state/market_intelligence.json": "d5f786cac308201af4b5ddd6686acc25fc3f6b60eb943993a6fa0204741ee2aa",
+    ".modelhub_state/official_capabilities.json": "f28db21522ca7379c404ccd8cf7b83782d7878c25b958b4bbce3ac0f8ba38319",
     ".modelhub_state/outcome_checkpoint.json": "975aca991daf3a83cbce3798fdf80cdda0a441d794616d1b05ff570663cf26ce",
     ".modelhub_state/queue_cleanup_latest.json": "e47adafd2981157b93e02c25757f3c65e5efaea4801ef0e4368428307fdf23f6",
     ".modelhub_state/recent_outcomes.jsonl": "c86864152c81680d9b52f2d8dd585fb6b34855b70cf47c5ce1024b7c37e05c03",
     ".modelhub_state/recovery_active_tasks.jsonl": "5378fcb5edec1973666de35be1b4276f9f8df42d2046c1ee8f1c8bb64c7d47e8",
-    ".modelhub_state/recovery_intents.jsonl": "5c350ffab86209fd7236e63c3462fe39340a30d657416f26a426bee390c81af3",
+    ".modelhub_state/recovery_intents.jsonl": "641a94f4bb8dacc162848770086bb8aad5b51413398c8f1538b6848a6c7150fc",
     ".modelhub_state/routing_intelligence.json": "93243203bf76ca294510b64144ef4552468d45ad82963569bbb4be08a2dcd7e5",
     ".modelhub_state/submission_exclusions.jsonl": "3bb99a0a703cee6767cdaeed2e3d26480ebf6d1cb44552f40bf65c94d9ed58b1",
     ".modelhub_state/worker_crashes.jsonl": "420815fdc492b8e10445c82e3688a8a007acc9958c44b879b420768158b50deb",
     "ledger/submissions.jsonl": "891b1b94be9ba7a0fdc4d6bde82aa403911cadacb5a86eb867a997165c4de080",
     "outcomes/submissions.jsonl": "0a0819b61fe3634ec069c5c16ec2f34084816384129b03eb47343210b616451e"
   },
-  "generation": 32764,
-  "phase": "cycle",
+  "generation": 32765,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-24T01:41:57.805170+00:00",
+  "updatedAt": "2026-10-24T01:43:31.020065+00:00",
   "writerId": "0b3ec6eb8d2f4d0595f6b37ff80185c2"
 }