diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 896617da55..151acf726b 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -546,7 +546,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-26T03:03:05.732827+00:00",
+  "generatedAt": "2026-10-26T03:04:42.650403+00:00",
   "summary": {
     "activeBlockCount": 27,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 20f7138176..2cecdc93d9 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-26T03:03:05.858522+00:00",
+  "generatedAt": "2026-10-26T03:04:42.774062+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 0aa7bd0ba9..126e9237e6 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-26T03:03:05.858522+00:00",
+  "catalogUpdatedAt": "2026-10-26T03:04:42.774062+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-26T03:03:05.858522+00:00",
+  "generatedAt": "2026-10-26T03:04:42.774062+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6183,6 +6183,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-26T03:03:05.858522+00:00",
+  "taskTreeUpdatedAt": "2026-10-26T03:04:42.774062+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 5d06111a0d..28eec86605 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3890,6 +3890,18 @@
 {"batchId": "508e0989f1724c8ba1ca2f30a62bf5fb", "completedAt": "2026-10-26T02:45:16.597539+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T02:45:14.394355+00:00", "framework": "vllm_fix_tokenizer", "intentId": "b83ec5164def4956aed9770545a9b64e", "lastModified": "2026-10-21T17:24:35+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-26T03:03:11.224885+00:00", "repoId": "cyankiwi/Orchestrator-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5794921", "taskType": "text-generation"}
 {"batchId": "508e0989f1724c8ba1ca2f30a62bf5fb", "completedAt": "2026-10-26T02:45:16.597553+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T02:45:14.394569+00:00", "framework": "vllm_fix_tokenizer", "intentId": "35a661ed22a54ea1a474b97dd0487558", "lastModified": "2026-10-21T17:08:03+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-26T03:03:11.223064+00:00", "repoId": "cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5794922", "taskType": "text-generation"}
 {"batchId": "632f43e1fd5b4bc99f213513d7009fd9", "completedAt": "2026-10-26T02:56:39.986059+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-26T02:56:26.187730+00:00", "framework": "vllm_tokenizer_patch", "intentId": "1bf8c95ea0e6419e994a020970de3ce6", "lastModified": "2026-10-21T14:17:13+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.0-30B-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-26T03:03:11.225527+00:00", "repoId": "cyankiwi/MiroThinker-v1.0-30B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5795030", "taskType": "text-generation"}
+{"batchId": "85176a8f0e2a41888fcadaa99812818a", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-26T03:04:43.502487+00:00", "framework": "vllm_tokenizer_patch", "intentId": "445e177d16594099b6caced9e2ae4845", "lastModified": "2026-10-21T16:38:25+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "85176a8f0e2a41888fcadaa99812818a", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-26T03:04:43.502585+00:00", "framework": "vllm_tokenizer_patch", "intentId": "4d3530a79a254ce8b4e89350da1f341a", "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, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "85176a8f0e2a41888fcadaa99812818a", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T03:04:43.502628+00:00", "framework": "vllm_fix_tokenizer", "intentId": "28aadb6d094b41a59049d3b60f3748cf", "lastModified": "2026-10-21T16:25:01+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-REAP-139B-A10B-AWQ-4bit", "repoId": "cyankiwi/MiniMax-M2.1-REAP-139B-A10B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "85176a8f0e2a41888fcadaa99812818a", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T03:04:43.502676+00:00", "framework": "vllm_fix_tokenizer", "intentId": "15e47f6ee9ba4d3fa70f375b49715377", "lastModified": "2026-10-25T15:10:11+00:00", "modelAddress": "https://modelscope.cn/models/IFM/Jais-3-MoVA-36B-A4B-FP8", "repoId": "IFM/Jais-3-MoVA-36B-A4B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "85176a8f0e2a41888fcadaa99812818a", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T03:04:43.502720+00:00", "framework": "vllm_fix_tokenizer", "intentId": "eb420eed8db04f11860ee632bad5a976", "lastModified": "2026-10-21T16:52:19+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Hermes-4-70B-AWQ-8bit", "repoId": "cyankiwi/Hermes-4-70B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "85176a8f0e2a41888fcadaa99812818a", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T03:04:43.502764+00:00", "framework": "vllm_fix_tokenizer", "intentId": "6e1f3fa3c1b34bf3a1d44b58be952098", "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, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "85176a8f0e2a41888fcadaa99812818a", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T03:04:43.502808+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d41eaa27d70d48d2908e88405985aa51", "lastModified": "2026-10-21T17:02:31+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit", "repoId": "cyankiwi/Nemotron-Cascade-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "85176a8f0e2a41888fcadaa99812818a", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T03:04:43.502851+00:00", "framework": "vllm_fix_tokenizer", "intentId": "bb9f3835e93c44aa89ae16288ce91092", "lastModified": "2026-10-21T16:31:43+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "85176a8f0e2a41888fcadaa99812818a", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T03:04:43.502893+00:00", "framework": "vllm_fix_tokenizer", "intentId": "2c7785aab3764db1b3de076e427b1970", "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": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "85176a8f0e2a41888fcadaa99812818a", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T03:04:43.502936+00:00", "framework": "vllm_fix_tokenizer", "intentId": "589039997dd2471c81fece6125de1fe9", "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, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "85176a8f0e2a41888fcadaa99812818a", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T03:04:43.502978+00:00", "framework": "vllm_fix_tokenizer", "intentId": "58c4bb52b12d417d97c4aef163104bce", "lastModified": "2026-10-21T17:09:55+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "85176a8f0e2a41888fcadaa99812818a", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T03:04:43.503021+00:00", "framework": "vllm_fix_tokenizer", "intentId": "3d92939cb4d84a7fb7896d24af31ec97", "lastModified": "2026-10-21T17:00:11+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/command-a-reasoning-08-2025-AWQ-4bit", "repoId": "cyankiwi/command-a-reasoning-08-2025-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
 {"batchId": "42555aa922b14c2da53daedf34da9c8c", "completedAt": "2026-10-26T03:03:09.113174+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T03:03:06.681943+00:00", "framework": "vllm_fix_tokenizer", "intentId": "4c7789194c2d47b79715cd2f02030ca7", "repoId": "cyankiwi/command-a-reasoning-08-2025-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "42555aa922b14c2da53daedf34da9c8c", "completedAt": "2026-10-26T03:03:09.113170+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T03:03:06.681900+00:00", "framework": "vllm_fix_tokenizer", "intentId": "4a9e709ae84e4cbdb64721d8543cbf9b", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "42555aa922b14c2da53daedf34da9c8c", "completedAt": "2026-10-26T03:03:09.113166+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T03:03:06.681856+00:00", "framework": "vllm_fix_tokenizer", "intentId": "1ea5b266802a45a481c2584fb0805d5e", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "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 b3bc6de3f5..b848b5ad11 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "c5672f9f7c31f9a317f81e2ebabb5d1cd78b2b1ec4cf22ea585d25cedb364698",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "73be2c24991ce0c2821372a9be40c10232b39de909080ba3eb9d0595dde881c8",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "e1cfbe3bdda80f8bc9bd13ee61f004861be1e2812d8bf405ff007fd5dd4f0a1d",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "dac397134ae3b06e008152c382aada24e1c18d513b5ea0ffecfd3c9322cdee5d",
-    ".modelhub_state/official_capabilities.json": "a1555aed86b71b5da87dc04e373a2879c7bb186c26ffbbf4195f7f4fa882bdca",
+    ".modelhub_state/market_intelligence.json": "0b4a35d3f1b75317356ef87589129757e2bb1f1ae1373bd77a02969ec27e5440",
+    ".modelhub_state/official_capabilities.json": "01e968cb44d598d5779af898b82d199c8886c6f1354cbdde76f3db12d8ec656f",
     ".modelhub_state/outcome_checkpoint.json": "2231818caa10eb3f40cfe5ce4f493e141c48fdecc0f7ee2fbbb558b654287c04",
     ".modelhub_state/queue_cleanup_latest.json": "a9d4c59d8958ed87776cb4385778c0b7cd1fcc0c9d0d3d1ea6b755d91cc9227c",
     ".modelhub_state/recent_outcomes.jsonl": "1ac1cee7b5eb9bf9cdec2f467bfb9785b758992928be2dfbd5781ca23737a23f",
     ".modelhub_state/recovery_active_tasks.jsonl": "ac72a5107c461b744db19133d3d76c380875e364f929be4ebbcd355cb2a1b204",
-    ".modelhub_state/recovery_intents.jsonl": "d74c126402c81695faca52543053eb15cc2be3e24fb46a8dbbeaa87801f40170",
+    ".modelhub_state/recovery_intents.jsonl": "b72ec41807a52c829ee0440e9a50a1c6676b3ca60f469486f3bcf4757cbe1902",
     ".modelhub_state/routing_intelligence.json": "7e35d4bb739f237c781d087a372f49da56a9232c6fc6c817f08c59d2c4c71f34",
     ".modelhub_state/submission_exclusions.jsonl": "3db506f4d37bc78a9069d6022969e3718fa3eb1dad129907c99f63d5a7300ba1",
     ".modelhub_state/worker_crashes.jsonl": "2a418db914481d815151923dc46f4e4ad1154d9195fad06fee6275702f33c0b9",
     "ledger/submissions.jsonl": "14f0edef2616b528c0e9288fdf3e1584bb23b0dd16b442a8ea9b966a6908a4d6",
     "outcomes/submissions.jsonl": "a18dad6fe2419a47216e1aeb7f371a2846f0dc58251a4b0fef0cd3feb7ab88dd"
   },
-  "generation": 37706,
-  "phase": "cycle",
+  "generation": 37707,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-26T03:03:11.437104+00:00",
+  "updatedAt": "2026-10-26T03:04:43.675731+00:00",
   "writerId": "dffce16061d848e398e5b5b22f649ccc"
 }