diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index b12efde643..6c53bf2691 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -829,7 +829,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-21T15:33:57.981586+00:00",
+  "generatedAt": "2026-10-21T15:35:42.965671+00:00",
   "summary": {
     "activeBlockCount": 40,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 8dc00ec32f..9b7b92048d 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-21T15:33:58.134595+00:00",
+  "generatedAt": "2026-10-21T15:35:43.068414+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index ae2559ff01..9ea5a2ea6e 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-21T15:33:58.134595+00:00",
+  "catalogUpdatedAt": "2026-10-21T15:35:43.068414+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-21T15:33:58.134595+00:00",
+  "generatedAt": "2026-10-21T15:35:43.068414+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -7168,6 +7168,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-21T15:33:58.134595+00:00",
+  "taskTreeUpdatedAt": "2026-10-21T15:35:43.068414+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index af999e68f8..7408fa2df6 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3674,6 +3674,18 @@
 {"batchId": "5c0a4f79bd0d49e1b0444e12976e79e7", "completedAt": "2026-10-21T14:50:49.366074+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:50:35.095772+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b84316343e8d46af88b3738e929476a2", "lastModified": "2026-10-21T14:18:30+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-21T15:34:11.283780+00:00", "repoId": "cyankiwi/Orchestrator-8B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5696188", "taskType": "text-generation"}
 {"batchId": "5c0a4f79bd0d49e1b0444e12976e79e7", "completedAt": "2026-10-21T14:50:49.366090+00:00", "configFingerprint": "228b6bc2745650abd95687d8da71c138b5e7b7e9cbd7ff60115887f5ff13ac2c", "configSource": "modelhub_live", "createdAt": "2026-10-21T14:50:35.095882+00:00", "framework": "llamacpp", "intentId": "61493e6f9a1c416fbf4295e168b4314a", "lastModified": "2026-10-15T11:37:55+00:00", "modelAddress": "https://modelscope.cn/models/DavidAU/DeepSeek-BlackRoot-R1-Distill-Llama-3.1-8B-GGUF", "reason": null, "reconciledAt": "2026-10-21T15:34:11.283783+00:00", "repoId": "DavidAU/DeepSeek-BlackRoot-R1-Distill-Llama-3.1-8B-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "hygon_k100-ai", "taskId": "5696187", "taskType": "text-generation"}
 {"batchId": "87b8205a0cad4334aea39cd9f6b287ea", "completedAt": "2026-10-21T15:09:15.232215+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T15:09:12.711331+00:00", "framework": "vllm_tokenizer_patch", "intentId": "14380ef73bad420db90a200999cc9a3b", "lastModified": "2026-10-21T14:41:08+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/AgentCPM-Report-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-21T15:34:11.285655+00:00", "repoId": "cyankiwi/AgentCPM-Report-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5696505", "taskType": "text-generation"}
+{"batchId": "b5f1982b69e24c3ea5111f66d0c61b4f", "configFingerprint": "6227ad7464202af2fd72ed7ba47d960a6db14697bf850d85ff2e90b31777e3a8", "configSource": "modelhub_live", "createdAt": "2026-10-21T15:35:47.607197+00:00", "framework": "llamacpp", "intentId": "d54bedcdc86f42e8ae4beb7eabbb07b2", "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": "b5f1982b69e24c3ea5111f66d0c61b4f", "configFingerprint": "0810a8dbec6a5bb8330373d71363e8e47f5ab88e5ca0b04cee0d7bb4fc33e81f", "configSource": "modelhub_live", "createdAt": "2026-10-21T15:35:47.607323+00:00", "framework": "llamacpp", "intentId": "f87f8d30eb134e9d9294094584fa2b09", "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": "b5f1982b69e24c3ea5111f66d0c61b4f", "configFingerprint": "e6a494afe49de43cfe2b51111d8b2495fcc9c2b24f0b475f84ce14dcdff5b462", "configSource": "modelhub_live", "createdAt": "2026-10-21T15:35:47.607386+00:00", "framework": "llamacpp", "intentId": "729df39776574164bd9d1bb00be56342", "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": "b5f1982b69e24c3ea5111f66d0c61b4f", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T15:35:47.607441+00:00", "framework": "vllm_tokenizer_patch", "intentId": "8eaf542d8ba64f6a83721335af85ef90", "lastModified": "2026-10-21T14:17:13+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.0-30B-AWQ-4bit", "repoId": "cyankiwi/MiroThinker-v1.0-30B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "b5f1982b69e24c3ea5111f66d0c61b4f", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T15:35:47.607496+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d5a66adb1dc141b1aa376a8d74f603ab", "lastModified": "2026-10-21T14:24:21+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-4bit", "repoId": "cyankiwi/AgentCPM-Explore-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "b5f1982b69e24c3ea5111f66d0c61b4f", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T15:35:47.607547+00:00", "framework": "vllm_tokenizer_patch", "intentId": "86467bae532444cb80b5006cfa92f67f", "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": "b5f1982b69e24c3ea5111f66d0c61b4f", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T15:35:47.607597+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b662164e54244c70a266bd3f22217f85", "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": "b5f1982b69e24c3ea5111f66d0c61b4f", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T15:35:47.607647+00:00", "framework": "vllm_tokenizer_patch", "intentId": "2c4dd322f138447ca1068eb781d45708", "lastModified": "2026-10-21T14:42:38+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Jan-v1-4B-AWQ-8bit", "repoId": "cyankiwi/Jan-v1-4B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "b5f1982b69e24c3ea5111f66d0c61b4f", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T15:35:47.607696+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d584c2b48fe341d1a3e754c6dd68b44e", "lastModified": "2026-10-21T15:04:03+00:00", "modelAddress": "https://modelscope.cn/models/hf/BennyDaBall-Mistral-44B-MoE-Patched-MLX-4bit-G64", "repoId": "hf/BennyDaBall-Mistral-44B-MoE-Patched-MLX-4bit-G64", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "b5f1982b69e24c3ea5111f66d0c61b4f", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T15:35:47.607746+00:00", "framework": "vllm_tokenizer_patch", "intentId": "130efe54aef74470ba070a00d26f464f", "lastModified": "2026-10-21T14:56:09+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Trinity-Mini-AWQ-4bit", "repoId": "cyankiwi/Trinity-Mini-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "b5f1982b69e24c3ea5111f66d0c61b4f", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T15:35:47.607795+00:00", "framework": "vllm_tokenizer_patch", "intentId": "8b9068008f6a4d4a9a5aa037b7ea66af", "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": "b5f1982b69e24c3ea5111f66d0c61b4f", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T15:35:47.607845+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a38eed02937247caab4332f3fd33d102", "lastModified": "2026-10-21T13:30:22+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Hermes-4-14B-AWQ-8bit", "repoId": "cyankiwi/Hermes-4-14B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
 {"batchId": "0982c6b4ec19458d996a2dbd8deaecbc", "completedAt": "2026-10-21T15:34:07.835382+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T15:34:04.306060+00:00", "framework": "vllm_tokenizer_patch", "intentId": "5d4d3e27c2d440d297fbb3b90e1277a1", "repoId": "cyankiwi/Hermes-4-14B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "0982c6b4ec19458d996a2dbd8deaecbc", "completedAt": "2026-10-21T15:34:07.835379+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T15:34:04.306010+00:00", "framework": "vllm_tokenizer_patch", "intentId": "c21ece05b7f844778170fb8cbe978f45", "repoId": "shisa-ai/shisa-de-2.1-FP8-dynamic", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "0982c6b4ec19458d996a2dbd8deaecbc", "completedAt": "2026-10-21T15:34:07.835376+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T15:34:04.305959+00:00", "framework": "vllm_tokenizer_patch", "intentId": "df480f39a27f466e8409312adf920d2f", "repoId": "cyankiwi/Trinity-Mini-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 3d5c90292e..1486755fcf 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "b2a64a90c0d60b5aba3558414ce198fc3ad8d6aa397c9dbd92d308ef115dded3",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "f2ae94129d5ebbd063e0dca33479ab5e249539f3882de62d5ed031dc9f7c71b9",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "70d458232ff70aa7417729f544d375c14f148c7a987c2ad2d291e169826c38bf",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "c258b576f8ac67327f845d74972dd824710e3a59bf0bc517c4b25e9102ce575a",
-    ".modelhub_state/official_capabilities.json": "d4ab65229df0ed8e8cd6342a3d985d70fe88933c1aa7ca4029c35ac3cb2eeab5",
+    ".modelhub_state/market_intelligence.json": "6d548b50d7f47f96d76d075b5f4bca30640c28e264951bbbe194e322a4e64a31",
+    ".modelhub_state/official_capabilities.json": "c05ca2233ab7c9d215f56b478c17e98db9a5d7835acf21f7e67b9ad663673cd3",
     ".modelhub_state/outcome_checkpoint.json": "e28a8264aab6b31a972ddd0f2965394901c73758fad4022301c1ef06463a3c2c",
     ".modelhub_state/queue_cleanup_latest.json": "0131c45f935ae58a0e843431a8540fec0cd040d818446150772f2c922327038b",
     ".modelhub_state/recent_outcomes.jsonl": "09460f43283b302d6ddf56ee3c701ac1b79103f0e8b5dc9372521288f92f0117",
     ".modelhub_state/recovery_active_tasks.jsonl": "1dc2226822a88b8a7a80f600de812a81a48b26debf63969ab505d75366ff0b4b",
-    ".modelhub_state/recovery_intents.jsonl": "a68697dfc93d9b2cd836b7eb0073884dcce012b7b3cdafbf1cddc2b9e9052df9",
+    ".modelhub_state/recovery_intents.jsonl": "60044b84dae38451a0027c3ce0489bd203a170dc21cd5bdcc429ba23be6b5262",
     ".modelhub_state/routing_intelligence.json": "92df93eab4c1a8c6bc8915591d3840d072d0e57f78ae9af1285064e209af37fa",
     ".modelhub_state/submission_exclusions.jsonl": "07b0cf531e208c0d6ecfffb156a0cb39a09636bee94976f2a8a2e3b767cf06cc",
     ".modelhub_state/worker_crashes.jsonl": "d46c42c2991f2fda703c2ba17f2b6a21afa8e1453bf67666f1bc0ff3bb99e2e9",
     "ledger/submissions.jsonl": "8d4f883b91b0714535e9b8086e47468bcb8be9c24590b1a92373c923297d9334",
     "outcomes/submissions.jsonl": "1ed9c1d57bf7be8fc0e1506f0e8baa15f220f4d99fad2f634c435cebacd5ee75"
   },
-  "generation": 27191,
-  "phase": "cycle",
+  "generation": 27192,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-21T15:34:11.513605+00:00",
+  "updatedAt": "2026-10-21T15:35:47.867330+00:00",
   "writerId": "f9d6ac09a4c14ca19fc241d193853c55"
 }