diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 1d96c8a00b..398b29dbb2 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-25T07:22:29.554831+00:00",
+  "generatedAt": "2026-10-25T07:24:06.571613+00:00",
   "summary": {
     "activeBlockCount": 24,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 5f55312701..e1563f953f 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
-  "communityAttemptedAt": "2026-10-25T07:17:34.570911+00:00",
+  "communityAttemptedAt": "2026-10-25T07:24:06.659042+00:00",
   "communityError": "ModelHubAPIError: 分页大小不能超过100",
   "communitySample": {},
   "communityUpdatedAt": null,
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-25T07:22:29.655748+00:00",
+  "generatedAt": "2026-10-25T07:24:06.659042+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 0187a9f9df..49720ebf59 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-25T07:22:29.655748+00:00",
+  "catalogUpdatedAt": "2026-10-25T07:24:06.659042+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-25T07:22:29.655748+00:00",
+  "generatedAt": "2026-10-25T07:24:06.659042+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6680,6 +6680,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-25T07:22:29.655748+00:00",
+  "taskTreeUpdatedAt": "2026-10-25T07:24:06.659042+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 2dca3410fb..9281522ad9 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3817,6 +3817,18 @@
 {"batchId": "6d3bdabe2a5249f9bc3db33c70ac9281", "completedAt": "2026-10-25T06:27:11.237731+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:26:57.304528+00:00", "framework": "vllm-mlu", "intentId": "25e75a2e8d2449a1b86e96cf1248cdfb", "lastModified": "2026-10-21T14:42:38+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Jan-v1-4B-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-25T07:22:35.212334+00:00", "repoId": "cyankiwi/Jan-v1-4B-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "recovered_active", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "5774395", "taskType": "text-generation"}
 {"batchId": "ff056303094b4a07ba9c1b95c7767bc3", "completedAt": "2026-10-25T07:09:14.318969+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T07:09:11.995775+00:00", "framework": "vllm_fix_tokenizer", "intentId": "dfacf96cec434d80b4771ba4de1b691f", "lastModified": "2026-10-24T12:01:13+00:00", "modelAddress": "https://modelscope.cn/models/kakarotter/calix", "reason": null, "reconciledAt": "2026-10-25T07:22:35.209950+00:00", "repoId": "kakarotter/calix", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5775023", "taskType": "text-generation"}
 {"batchId": "cb0e55bdd9604b6ea99538d87123023c", "completedAt": "2026-10-25T07:10:07.955116+00:00", "configFingerprint": "ab71f5b6f1f951bd7138e3540ab336b83cc96a774071c9d567b977c2e909eec3", "configSource": "modelhub_live", "createdAt": "2026-10-25T07:10:05.704943+00:00", "framework": "llamacpp", "intentId": "3cf6f6c0af08480aa0cbea9efb57f7c4", "lastModified": "2026-10-21T18:27:55+00:00", "modelAddress": "https://modelscope.cn/models/prithivMLmods/XHToken-Spark-X2.6-4B-GGUF", "reason": null, "reconciledAt": "2026-10-25T07:22:35.209947+00:00", "repoId": "prithivMLmods/XHToken-Spark-X2.6-4B-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "targetGpu": "Mthreads_s4000", "taskId": "5775036", "taskType": "text-generation"}
+{"batchId": "745e936171304754a9cfbfb24992ab7a", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T07:24:07.324925+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b615dd7d54ff4a83811b530b2029c066", "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, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "745e936171304754a9cfbfb24992ab7a", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T07:24:07.325028+00:00", "framework": "vllm_tokenizer_patch", "intentId": "97db4a1694ab45608c81ca98decfdb61", "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, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "745e936171304754a9cfbfb24992ab7a", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T07:24:07.325070+00:00", "framework": "vllm_tokenizer_patch", "intentId": "4ff026375ca649c6ba32aad81139f65f", "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": "745e936171304754a9cfbfb24992ab7a", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T07:24:07.325109+00:00", "framework": "vllm_tokenizer_patch", "intentId": "cd006aa5493c4ac6b2d63a3b23c0957f", "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": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "745e936171304754a9cfbfb24992ab7a", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T07:24:07.325148+00:00", "framework": "vllm_tokenizer_patch", "intentId": "254665ffdbba4b9cb1d5fb76dd73e4df", "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": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "745e936171304754a9cfbfb24992ab7a", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T07:24:07.325194+00:00", "framework": "vllm_tokenizer_patch", "intentId": "44236e8e77f44d509d17285320c7b71a", "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": "745e936171304754a9cfbfb24992ab7a", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T07:24:07.325232+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a3c36f5b3e5049e99eedd5fdc6e87d65", "lastModified": "2026-10-21T17:00:21+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/LFM2-8B-A1B-AWQ-4bit", "repoId": "cyankiwi/LFM2-8B-A1B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "745e936171304754a9cfbfb24992ab7a", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T07:24:07.325270+00:00", "framework": "vllm_tokenizer_patch", "intentId": "cbc7fb19d3194c07bf77635ef5de6341", "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": "745e936171304754a9cfbfb24992ab7a", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T07:24:07.325308+00:00", "framework": "vllm_fix_tokenizer", "intentId": "a868837ecaf140d095da282d5dc8493c", "lastModified": "2026-10-21T19:51:23+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-3-Super-120B-A12B-AWQ-4bit", "repoId": "cyankiwi/NVIDIA-Nemotron-3-Super-120B-A12B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "745e936171304754a9cfbfb24992ab7a", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T07:24:07.325356+00:00", "framework": "vllm_fix_tokenizer", "intentId": "252bfb5516e24d64ad736f512c1b60a7", "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": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "745e936171304754a9cfbfb24992ab7a", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T07:24:07.325400+00:00", "framework": "vllm_fix_tokenizer", "intentId": "a30225ec59ff4e19bb640c3d06868858", "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": "745e936171304754a9cfbfb24992ab7a", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T07:24:07.325444+00:00", "framework": "vllm_fix_tokenizer", "intentId": "4f379505d70c4ae3bfc343eab5746ac2", "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": "3ce5bc2076484157b640a62d4fa27106", "completedAt": "2026-10-25T07:22:32.697506+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T07:22:30.331021+00:00", "framework": "vllm_fix_tokenizer", "intentId": "b7ed28e51de8400da958d10cefc4fb18", "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": "3ce5bc2076484157b640a62d4fa27106", "completedAt": "2026-10-25T07:22:32.697503+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T07:22:30.330977+00:00", "framework": "vllm_fix_tokenizer", "intentId": "238426150b264e3b80cb4e4aa8b4d277", "repoId": "InternScience/Sage-A1.5", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "3ce5bc2076484157b640a62d4fa27106", "completedAt": "2026-10-25T07:22:32.697500+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T07:22:30.330932+00:00", "framework": "vllm_fix_tokenizer", "intentId": "57bf7a0fffca4d9c83db365bd68b383d", "repoId": "cyankiwi/MiniCPM-SALA-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 39e6223d87..2d8739e7c9 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "afea502b22bd97e20074e491ff6e5445138f50506b4caa14572cc3505efbcc73",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "b0f18b054d2fb2b3b3fef4906c7645789e93c288383fcc38660573afe65e92cb",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "acb7fd43332f7890e7cbb4fe59ee90b4021c5f879d5a9bed73d4895bd68b88e4",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "baa715aaebeb13a4ddac2e1eafc34bd8a95e3878043f940a3bfd5af8dfe96e31",
-    ".modelhub_state/official_capabilities.json": "6a28a2348a28632b46caadb1df097cefd063350185558f8205e977f7ad3f0b0b",
+    ".modelhub_state/market_intelligence.json": "81dccf5261e9fe1e807bdc9f1f2bd3967ee2f1c62c102ead3cf9dcfb84cadb71",
+    ".modelhub_state/official_capabilities.json": "e6b47a8e289e001dcf733aafd8b994d95d8d5b74658c48227627cc46cd96a719",
     ".modelhub_state/outcome_checkpoint.json": "3dfbe38dc5c4c663d98303aa6b97d1d2aa29a664edf7d1f91863937f700059f8",
     ".modelhub_state/queue_cleanup_latest.json": "20ebd311b877efb9036b6e82b9a40e214eba88d0b16553ef9bf4db2c20060c48",
     ".modelhub_state/recent_outcomes.jsonl": "f2bf55e84fb382c2a4e1519919c32a8f629ce9fc550e070348dcf4f980b9e43d",
     ".modelhub_state/recovery_active_tasks.jsonl": "eaa6fc40c860535c66fd2b629fd3586fae9bd76a436243f120509042827b79ee",
-    ".modelhub_state/recovery_intents.jsonl": "4a4645b8d7d22cf4eba26acb89536a4b58125543dabb566cee8612f464da3db6",
+    ".modelhub_state/recovery_intents.jsonl": "aa117212e00bbc97121c51a6d20e15392e3debe5eafeaafa490179cd9f775b61",
     ".modelhub_state/routing_intelligence.json": "ebffe4d0a2fb91c157511efa05b5833180b9f81b8909bb2df792f8812041922d",
     ".modelhub_state/submission_exclusions.jsonl": "ec0164a066e590a129ed69be5c4279284ccf1a85230e402be88754b03203581d",
     ".modelhub_state/worker_crashes.jsonl": "3527d86c4fe5a43e8c0b1158e6f24e748474fce5a149c696caf4a1da895ac64a",
     "ledger/submissions.jsonl": "23ffcc14e88cc38b1025d60b1fd771c64c7faa57f5c91f22c2ca4953d24316c1",
     "outcomes/submissions.jsonl": "09bdf5d271b8c25862ff1996d3e78accdc374ed9bf6b602d294b21338374e6be"
   },
-  "generation": 35751,
-  "phase": "cycle",
+  "generation": 35752,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-25T07:22:35.426619+00:00",
+  "updatedAt": "2026-10-25T07:24:07.548913+00:00",
   "writerId": "750e06ff79b245419d079bcf827fbb45"
 }