diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index a49d5a34fa..9f5153fba6 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-25T13:33:35.940432+00:00",
+  "generatedAt": "2026-10-25T13:35:13.040465+00:00",
   "summary": {
     "activeBlockCount": 24,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 13265b906e..88f0cdf2b5 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-25T13:33:36.057053+00:00",
+  "generatedAt": "2026-10-25T13:35:13.161042+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index aae112f8a8..fea1b37f90 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-25T13:33:36.057053+00:00",
+  "catalogUpdatedAt": "2026-10-25T13:35:13.161042+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-25T13:33:36.057053+00:00",
+  "generatedAt": "2026-10-25T13:35:13.161042+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6668,6 +6668,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-25T13:33:36.057053+00:00",
+  "taskTreeUpdatedAt": "2026-10-25T13:35:13.161042+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 641aea926f..8635be5116 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3830,6 +3830,18 @@
 {"batchId": "c918fe1d1c804b44b9b9622346649069", "completedAt": "2026-10-25T11:39:23.084103+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T11:39:20.554410+00:00", "framework": "vllm-mlu", "intentId": "a95659c861c343ae88fbebf4f0da849f", "lastModified": "2026-10-21T17:09:55+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-25T13:33:41.666739+00:00", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "recovered_active", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "5780290", "taskType": "text-generation"}
 {"batchId": "0023e4bfbff04839ab4f796fcd1369f4", "completedAt": "2026-10-25T11:46:50.711922+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T11:46:48.387965+00:00", "framework": "vllm_fix_tokenizer", "intentId": "6d46cb6a64a64fa78a01c7b6e8f2ea94", "lastModified": "2026-10-21T17:21:19+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/OmniCoder-9B-AWQ-BF16-INT8", "reason": null, "reconciledAt": "2026-10-25T13:33:41.668382+00:00", "repoId": "cyankiwi/OmniCoder-9B-AWQ-BF16-INT8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Vastai_va16", "taskId": "5780488", "taskType": "text-generation"}
 {"batchId": "9f1f2d2d25fb4afcb6a51a869b93a783", "completedAt": "2026-10-25T12:04:11.791769+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T12:03:58.411422+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d6e8f4ea3a314e5ca1df60cca5ed8391", "lastModified": "2026-10-21T15:59:12+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-25T13:33:41.666227+00:00", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "5780854", "taskType": "text-generation"}
+{"batchId": "4c05205b728e4355816d49f0a44bc59c", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T13:35:13.918083+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d6c237d208e64f14a9fb0e87b17cfdf9", "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": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "4c05205b728e4355816d49f0a44bc59c", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T13:35:13.918204+00:00", "framework": "vllm_tokenizer_patch", "intentId": "17e327a492d341879af870aa20026c04", "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, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "4c05205b728e4355816d49f0a44bc59c", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T13:35:13.918250+00:00", "framework": "vllm_tokenizer_patch", "intentId": "473bc7e0611c4882b9d10a749575204d", "lastModified": "2026-10-21T15:42:33+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-8bit", "repoId": "cyankiwi/Olmo-3.1-32B-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "4c05205b728e4355816d49f0a44bc59c", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T13:35:13.918291+00:00", "framework": "vllm_tokenizer_patch", "intentId": "0babab7bd6ea4c14ad14ffac77a0099a", "lastModified": "2026-10-21T15:22:00+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Trinity-Mini-AWQ-8bit", "repoId": "cyankiwi/Trinity-Mini-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "4c05205b728e4355816d49f0a44bc59c", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T13:35:13.918331+00:00", "framework": "vllm_tokenizer_patch", "intentId": "54fb1ea9a1d243b1845625f556176452", "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": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "4c05205b728e4355816d49f0a44bc59c", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T13:35:13.918371+00:00", "framework": "vllm_tokenizer_patch", "intentId": "5926b90f12804c3b9c2a7e064c4ba049", "lastModified": "2026-10-21T15:51:34+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/granite-4.0-h-tiny-AWQ-8bit", "repoId": "cyankiwi/granite-4.0-h-tiny-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "4c05205b728e4355816d49f0a44bc59c", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T13:35:13.918411+00:00", "framework": "vllm_tokenizer_patch", "intentId": "718d1d70a6f9471d8e2d229f490927b8", "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": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "4c05205b728e4355816d49f0a44bc59c", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T13:35:13.918450+00:00", "framework": "vllm_fix_tokenizer", "intentId": "af5f086bc5a44c4aa3bd761c6f2c684a", "lastModified": "2026-10-22T14:13:07+00:00", "modelAddress": "https://modelscope.cn/models/InternScience/Sage-A1.5", "repoId": "InternScience/Sage-A1.5", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "4c05205b728e4355816d49f0a44bc59c", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T13:35:13.918499+00:00", "framework": "vllm_fix_tokenizer", "intentId": "84e0943da97349cdafe4ef8a3bc49935", "lastModified": "2026-10-21T15:33:25+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/GLM-4.7-Flash-REAP-23B-A3B-AWQ-8bit", "repoId": "cyankiwi/GLM-4.7-Flash-REAP-23B-A3B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "4c05205b728e4355816d49f0a44bc59c", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T13:35:13.918544+00:00", "framework": "vllm_fix_tokenizer", "intentId": "ed5168dbde2c4fbf9c8b827763736eb3", "lastModified": "2026-10-21T15:09:27+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.0-30B-AWQ-8bit", "repoId": "cyankiwi/MiroThinker-v1.0-30B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "4c05205b728e4355816d49f0a44bc59c", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T13:35:13.918590+00:00", "framework": "vllm_fix_tokenizer", "intentId": "68451accfb204954b1c8b611d9cc241d", "lastModified": "2026-10-21T15:39:54+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Kimi-Dev-72B-AWQ-8bit", "repoId": "cyankiwi/Kimi-Dev-72B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "4c05205b728e4355816d49f0a44bc59c", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T13:35:13.918635+00:00", "framework": "vllm_fix_tokenizer", "intentId": "dbed531cda5042fdae8459ea50028b06", "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": "Kunlunxin_p-800", "taskType": "text-generation"}
 {"batchId": "31aaab44df7b45269850a5a3265e8527", "completedAt": "2026-10-25T13:33:39.341985+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T13:33:36.822906+00:00", "framework": "vllm_fix_tokenizer", "intentId": "9e36edbbae94423d9463878122dac97b", "repoId": "cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "31aaab44df7b45269850a5a3265e8527", "completedAt": "2026-10-25T13:33:39.341982+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T13:33:36.822836+00:00", "framework": "vllm_fix_tokenizer", "intentId": "b5e237786b0541bf80509153153932cc", "repoId": "cyankiwi/Kimi-Dev-72B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "31aaab44df7b45269850a5a3265e8527", "completedAt": "2026-10-25T13:33:39.341979+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T13:33:36.822765+00:00", "framework": "vllm_fix_tokenizer", "intentId": "91babd5151dd489cbe46172d634fe0c4", "repoId": "cyankiwi/MiroThinker-v1.0-30B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 708e47d3af..860994618c 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "c837298eacb2ac63188442ad9999a1706f7fcc7bfebc7b88191d3f81ecc81209",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "b9bd9b6702af20d6a3c3af849387a29dd6355b9cb7fc765a9e478dc86bbc83b0",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "f658ddac2df6166aaf866504142d34a05d95418a14cbe1a00ed9d381477df6e5",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "32c00ba1a879cc1d6cd5a2294a482c2d21928038437a36d384e88d947bb1bf3e",
-    ".modelhub_state/official_capabilities.json": "a3788936b1944146e1d51c5ffa63b1c18efccd5e83722bf28dbf8d80cc639a40",
+    ".modelhub_state/market_intelligence.json": "e95257ba659ced83e3ac5b3476803956c64462cde85b79a711d2bd771bbd1b2c",
+    ".modelhub_state/official_capabilities.json": "46e53f68c893654820d13d5c5306de7d76558fb4d8d041bf29272da57b2e4f4f",
     ".modelhub_state/outcome_checkpoint.json": "3c4fab7c6744405e82cbeca9fce7a1cd0f04ee9235724caf6f8aab65cbab5376",
     ".modelhub_state/queue_cleanup_latest.json": "85ae46090642cadafa2c4d59b957edc6694770417a3b93e0d070da0f91189bef",
     ".modelhub_state/recent_outcomes.jsonl": "fc9368e1c98536f77838d20a3ed28011974beb3b61f7f86cdb4f4a2847aa5e5d",
     ".modelhub_state/recovery_active_tasks.jsonl": "8ea4f7abce133b10fe8727a2ffd7f88308aed552c95faf13529724c63e2fa7c1",
-    ".modelhub_state/recovery_intents.jsonl": "8372730656553939e57c6522b8ce149db82a980b986ee9ac65964817b8debff4",
+    ".modelhub_state/recovery_intents.jsonl": "78d8ee811cf3c07e1e862cae9db0b1408434934da9b75361503f05ea08c6fe63",
     ".modelhub_state/routing_intelligence.json": "8e1625ff6347616e22b860c1fe35e397ea9fe2658a382bd0f744bd2d2d6f044e",
     ".modelhub_state/submission_exclusions.jsonl": "ec0164a066e590a129ed69be5c4279284ccf1a85230e402be88754b03203581d",
     ".modelhub_state/worker_crashes.jsonl": "3527d86c4fe5a43e8c0b1158e6f24e748474fce5a149c696caf4a1da895ac64a",
     "ledger/submissions.jsonl": "146a663eab857d6a9c7eb6d1c62c9008bfbbdc82df8e1ffea5279dceda485377",
     "outcomes/submissions.jsonl": "9e7ce23e8cad4ba78ddd52c644dbdb688f7d7aa9b85ec6e236a2ee8941eba45d"
   },
-  "generation": 36405,
-  "phase": "cycle",
+  "generation": 36406,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-25T13:33:41.854632+00:00",
+  "updatedAt": "2026-10-25T13:35:14.095275+00:00",
   "writerId": "750e06ff79b245419d079bcf827fbb45"
 }