diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 7d76863449..df7a69d6ad 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -544,27 +544,6 @@
       "targetGpu": "Iluvatar_mrv-100",
       "taskType": "text-generation"
     },
-    "kunlunxin_p-800|vllm_tokenizer_patch|text-generation|architectures:phi3smallforcausallm": {
-      "architectureSignature": "architectures:phi3smallforcausallm",
-      "architectures": [
-        "phi3smallforcausallm"
-      ],
-      "evidenceCount": 1,
-      "expiresAt": "2026-10-21T17:45:40.883654+00:00",
-      "framework": "vllm_tokenizer_patch",
-      "latestFailureAt": "2026-09-21T17:45:40.883654+00:00",
-      "latestSuccessfulAt": null,
-      "matchType": "architectures",
-      "modelType": "phi3small",
-      "sourceModelIds": [
-        "RedHatAI/Phi-3-small-128k-instruct-quantized.w8a16"
-      ],
-      "sourceTaskIds": [
-        "5004954"
-      ],
-      "targetGpu": "Kunlunxin_p-800",
-      "taskType": "text-generation"
-    },
     "metax_c-500|vllm_tokenizer_patch|text-generation|architectures:spark2_5forcausallm": {
       "architectureSignature": "architectures:spark2_5forcausallm",
       "architectures": [
@@ -770,9 +749,9 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-21T17:44:33.536471+00:00",
+  "generatedAt": "2026-10-21T17:46:12.754045+00:00",
   "summary": {
-    "activeBlockCount": 37,
+    "activeBlockCount": 36,
     "byGpuFramework": {
       "Ascend_910-b3|vllm": 1,
       "Ascend_910-b3|vllm_tokenizer_patch": 3,
@@ -784,7 +763,6 @@
       "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0": 3,
       "Iluvatar_bi-150|vllm_tokenizer_patch": 1,
       "Iluvatar_mrv-100|vllm": 4,
-      "Kunlunxin_p-800|vllm_tokenizer_patch": 1,
       "MetaX_c-500|vllm": 1,
       "MetaX_c-500|vllm_tokenizer_patch": 4,
       "Mthreads_s4000|vllm": 3,
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 76f44ed72a..0b7f52da4f 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-21T17:44:33.683127+00:00",
+  "generatedAt": "2026-10-21T17:46:12.862310+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 70e384eafc..95452b3111 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-21T17:44:33.683127+00:00",
+  "catalogUpdatedAt": "2026-10-21T17:46:12.862310+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-21T17:44:34.488488+00:00",
+  "generatedAt": "2026-10-21T17:46:12.862310+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -7347,6 +7347,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-21T17:44:33.683127+00:00",
+  "taskTreeUpdatedAt": "2026-10-21T17:46:12.862310+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 980c71e01b..2b495162a7 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3682,6 +3682,18 @@
 {"batchId": "a6b5a6faea0042d2b0aca8f031be78e0", "completedAt": "2026-10-21T16:15:42.277642+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T16:15:39.707813+00:00", "framework": "vllm_tokenizer_patch", "intentId": "c2da18a826984f50ae9818b1dd8a30c5", "lastModified": "2026-10-20T08:50:37+00:00", "modelAddress": "https://modelscope.cn/models/Haodong07/Qwen3-32B-TwinQuant-W4A4", "reason": null, "reconciledAt": "2026-10-21T17:44:41.214806+00:00", "repoId": "Haodong07/Qwen3-32B-TwinQuant-W4A4", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5697435", "taskType": "text-generation"}
 {"batchId": "e95190ebcaa24c238eb552f773a4fb28", "completedAt": "2026-10-21T16:35:00.128045+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T16:34:57.513066+00:00", "framework": "vllm_tokenizer_patch", "intentId": "15123d7adb6b47378eccbe5942deec93", "lastModified": "2026-10-21T16:19:52+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-21T17:44:41.216111+00:00", "repoId": "cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5697881", "taskType": "text-generation"}
 {"batchId": "0ea11e40ac7a4faeb2f2fcddccea6e88", "completedAt": "2026-10-21T16:45:58.474349+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T16:45:55.868842+00:00", "framework": "vllm_tokenizer_patch", "intentId": "42693393ce334a21b320939e92cda285", "lastModified": "2026-10-21T14:24:21+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-21T17:44:41.215236+00:00", "repoId": "cyankiwi/AgentCPM-Explore-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5698067", "taskType": "text-generation"}
+{"batchId": "7615a8171fb148b3bf7419cdbd924256", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:46:13.784117+00:00", "framework": "vllm_tokenizer_patch", "intentId": "67b53c34d83046c6905ed314cb2cb832", "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}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "7615a8171fb148b3bf7419cdbd924256", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:46:13.784239+00:00", "framework": "vllm_tokenizer_patch", "intentId": "6c15039dde874277bcda45067efbbdbd", "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}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "7615a8171fb148b3bf7419cdbd924256", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:46:13.784296+00:00", "framework": "vllm_tokenizer_patch", "intentId": "43452fea6ccf4966bc344e5a92a28cb9", "lastModified": "2026-10-21T15:40:57+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-8bit", "repoId": "cyankiwi/AgentCPM-Explore-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "7615a8171fb148b3bf7419cdbd924256", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:46:13.784346+00:00", "framework": "vllm_tokenizer_patch", "intentId": "16ddb3b1d31a4b5b9dc746379809fde6", "lastModified": "2026-10-21T16:56:28+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit", "repoId": "cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "7615a8171fb148b3bf7419cdbd924256", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:46:13.784395+00:00", "framework": "vllm_tokenizer_patch", "intentId": "4f6475bda98d4fd2ada212f0194d5468", "lastModified": "2026-10-21T16:21:36+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/AgentCPM-Report-AWQ-8bit", "repoId": "cyankiwi/AgentCPM-Report-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "7615a8171fb148b3bf7419cdbd924256", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:46:13.784445+00:00", "framework": "vllm_tokenizer_patch", "intentId": "ea8e458b9fcb49609b1f2f17db06fd5d", "lastModified": "2026-10-21T16:19:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "repoId": "cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "7615a8171fb148b3bf7419cdbd924256", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:46:13.784494+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a899762a9381457fa502a47623a5f11d", "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}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "7615a8171fb148b3bf7419cdbd924256", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:46:13.784542+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a299f16cfd1b432e8c37ab36f6b2d822", "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": "7615a8171fb148b3bf7419cdbd924256", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:46:13.784590+00:00", "framework": "vllm_tokenizer_patch", "intentId": "4c2f681696be4ea0a146c9c26a351d66", "lastModified": "2026-10-21T17:04:56+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit", "repoId": "cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "7615a8171fb148b3bf7419cdbd924256", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:46:13.784638+00:00", "framework": "vllm_tokenizer_patch", "intentId": "9c0652ba9148496083b037ea1d191862", "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": "7615a8171fb148b3bf7419cdbd924256", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:46:13.784688+00:00", "framework": "vllm_tokenizer_patch", "intentId": "294f976e914e458f9da772d34c2ad5de", "lastModified": "2026-10-21T17:24:35+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit", "repoId": "cyankiwi/Orchestrator-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "7615a8171fb148b3bf7419cdbd924256", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:46:13.784752+00:00", "framework": "vllm_tokenizer_patch", "intentId": "67fb82bb84654b61a9c07f6f90010446", "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}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
 {"batchId": "63b33de64c26453cbd5e0106fc1052a7", "completedAt": "2026-10-21T17:44:38.047812+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:44:35.647725+00:00", "framework": "vllm_tokenizer_patch", "intentId": "5c77664f694942d2921312a24aea7f55", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "63b33de64c26453cbd5e0106fc1052a7", "completedAt": "2026-10-21T17:44:38.047810+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:44:35.647637+00:00", "framework": "vllm_tokenizer_patch", "intentId": "c4a7fa0220cd4892bc1d5fcf396a1cf3", "repoId": "cyankiwi/Orchestrator-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "63b33de64c26453cbd5e0106fc1052a7", "completedAt": "2026-10-21T17:44:38.047807+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T17:44:35.647549+00:00", "framework": "vllm_tokenizer_patch", "intentId": "0bc4a8aa370c464bb553530c93d36d61", "repoId": "hf/BennyDaBall-Mistral-44B-MoE-Patched-MLX-4bit-G64", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 2c1bedfaa8..92f42243ee 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "7b1eab2bb6ebe9d013b36d3253cdb4efd59ce02a6c6491abb2fb5dca1ce30ef1",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "3eff8f297a59069c59a40e990e2f0eb784ee84c8de647310b6ea66b4ba0abc2d",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "7c858ded5d3fd37095a18b841a724aba629f58a717232f950e49b13879124902",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "09c9c34358edc7a4a95a3194606b8ef9a3b411997f6b18ab8d9b8633be673e2d",
-    ".modelhub_state/official_capabilities.json": "d51ad368e79e517db2d51a505d094b48ce4eacc0d2bd392e691cb0fbc0448afd",
+    ".modelhub_state/market_intelligence.json": "fcf35e8b3e8f2eb023ed4e5172d32ad185895b980b2d8a67eee56d8c42f97efb",
+    ".modelhub_state/official_capabilities.json": "3c380dfd1fa5320e7eb97c2ba8debe361ef86ebf4713d3c63a6bcc0942f167d0",
     ".modelhub_state/outcome_checkpoint.json": "a76bef20958cab969622ea94c9b949a302d42fdd45561e073763bc656245ed06",
     ".modelhub_state/queue_cleanup_latest.json": "eeef1b03a95c3ba09793f225207cf97d39da797a849fb43ce52f935caf481442",
     ".modelhub_state/recent_outcomes.jsonl": "a8537200c5a8edc6ff68cf81f4d430de7dba473e0b5ff46c40f3a0f6981287c9",
     ".modelhub_state/recovery_active_tasks.jsonl": "d79f76e832b7440f5c52fb74bc2f1362e1dcd0cd17dd5d6588495aec80003598",
-    ".modelhub_state/recovery_intents.jsonl": "0ec209383a57269fef68f82204ba44f3bb8a731c53c35edb6ad6f86ef45572aa",
+    ".modelhub_state/recovery_intents.jsonl": "b5e03b5ba339dc5161564865fda0dac697f8fafc8b8f9f1bb45a02ecb0509d1d",
     ".modelhub_state/routing_intelligence.json": "57af98e85b40bb49d8685582ed72f0eb7c350261f29fbbbf07ce6406b7a2d7c5",
     ".modelhub_state/submission_exclusions.jsonl": "07b0cf531e208c0d6ecfffb156a0cb39a09636bee94976f2a8a2e3b767cf06cc",
     ".modelhub_state/worker_crashes.jsonl": "d46c42c2991f2fda703c2ba17f2b6a21afa8e1453bf67666f1bc0ff3bb99e2e9",
     "ledger/submissions.jsonl": "c05ed1097769d5b3593399db4aa94130faf8555723800776fe194ef0b8e2aaee",
     "outcomes/submissions.jsonl": "50d7d82668981cd74a557b334408ad04dada5f86c98c52ea4dcff9293aeb39f6"
   },
-  "generation": 27419,
-  "phase": "cycle",
+  "generation": 27420,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-21T17:44:41.421533+00:00",
+  "updatedAt": "2026-10-21T17:46:13.969407+00:00",
   "writerId": "f9d6ac09a4c14ca19fc241d193853c55"
 }