diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index d2ec7a436d..ba5a228d78 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -485,7 +485,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-24T07:34:54.384556+00:00",
+  "generatedAt": "2026-10-24T07:35:51.663734+00:00",
   "summary": {
     "activeBlockCount": 24,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 17ea161b84..93d7afa518 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-24T07:34:54.555520+00:00",
+  "generatedAt": "2026-10-24T07:35:51.764084+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 53757df860..889fad4c58 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-24T07:34:54.555520+00:00",
+  "catalogUpdatedAt": "2026-10-24T07:35:51.764084+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-24T07:34:54.555520+00:00",
+  "generatedAt": "2026-10-24T07:35:51.764084+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6530,6 +6530,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-24T07:34:54.555520+00:00",
+  "taskTreeUpdatedAt": "2026-10-24T07:35:51.764084+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index dbb2bbcfda..d364816980 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3761,6 +3761,18 @@
 {"batchId": "4f076984108b490aa5f8cb591aff42a5", "completedAt": "2026-10-24T07:32:58.032375+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T07:32:55.101904+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e578c7f6b5da4552b3feea46702fce26", "lastModified": "2026-10-24T04:12:02+00:00", "modelAddress": "https://modelscope.cn/models/kakarotter/calix", "reason": null, "reconciledAt": "2026-10-24T07:35:04.795996+00:00", "repoId": "kakarotter/calix", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "5756254", "taskType": "text-generation"}
 {"batchId": "76893df1980d4655ba5bf6efd0928613", "completedAt": "2026-10-24T07:34:00.329714+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T07:33:57.605158+00:00", "framework": "vllm_tokenizer_patch", "intentId": "84a5e8ee0ba8496aa2dc3c39862c59d2", "lastModified": "2026-10-21T15:32:58+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/OmniCoder-9B-AWQ-BF16-INT4", "reason": null, "reconciledAt": "2026-10-24T07:35:04.794663+00:00", "repoId": "cyankiwi/OmniCoder-9B-AWQ-BF16-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "5756274", "taskType": "text-generation"}
 {"batchId": "5f5e109d72304547829828f35142533a", "completedAt": "2026-10-24T07:34:58.021309+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T07:34:55.318898+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d3918ba5bc7f473eaf7c602020f44fb4", "lastModified": "2026-10-21T16:43:24+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Kimi-Dev-72B-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-24T07:35:04.794660+00:00", "repoId": "cyankiwi/Kimi-Dev-72B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "5756286", "taskType": "text-generation"}
+{"batchId": "3060d3701aca400d94f26a1b76f23732", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-24T07:35:52.500844+00:00", "framework": "vllm_tokenizer_patch", "intentId": "0bd0052870a04141894290d48d5acfe5", "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": "3060d3701aca400d94f26a1b76f23732", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-24T07:35:52.500965+00:00", "framework": "vllm-mlu", "intentId": "8694e87cf683464581b638d4592567b3", "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": {"dtype": "-", "gpuNum": 1}, "status": "pending", "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation"}
+{"batchId": "3060d3701aca400d94f26a1b76f23732", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T07:35:52.501024+00:00", "framework": "vllm_tokenizer_patch", "intentId": "2f6b45a97abd4bbb895a9d10622f0955", "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, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "3060d3701aca400d94f26a1b76f23732", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T07:35:52.501066+00:00", "framework": "vllm_tokenizer_patch", "intentId": "6cd7e362cc8147f69bba6404fba8b600", "lastModified": "2026-10-21T17:18:20+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.5-30B-AWQ-8bit", "repoId": "cyankiwi/MiroThinker-v1.5-30B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "3060d3701aca400d94f26a1b76f23732", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T07:35:52.501106+00:00", "framework": "vllm_tokenizer_patch", "intentId": "758bbad86ff84932a2ddd02208be9d9b", "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, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "3060d3701aca400d94f26a1b76f23732", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T07:35:52.501145+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b2961e6e0b2b421eb88d54b5196ebc2d", "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": "3060d3701aca400d94f26a1b76f23732", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T07:35:52.501196+00:00", "framework": "vllm_tokenizer_patch", "intentId": "8905f159b7ba40dcb890bcada030799b", "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": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "3060d3701aca400d94f26a1b76f23732", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T07:35:52.501235+00:00", "framework": "vllm_tokenizer_patch", "intentId": "c2d3c575bcf74dce816d0945e1750f0c", "lastModified": "2026-10-21T19:49:11+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-8bit", "repoId": "cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "3060d3701aca400d94f26a1b76f23732", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T07:35:52.501273+00:00", "framework": "vllm_tokenizer_patch", "intentId": "59ee9d550f2a48d18f7ca2c2f22b4d5b", "lastModified": "2026-10-21T15:59:12+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "3060d3701aca400d94f26a1b76f23732", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T07:35:52.501312+00:00", "framework": "vllm_tokenizer_patch", "intentId": "8418213842fc44f9a6fa77da4b76031e", "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": "3060d3701aca400d94f26a1b76f23732", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T07:35:52.501350+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d1de6184858b466fb3bfed52ad2ebc67", "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, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "3060d3701aca400d94f26a1b76f23732", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T07:35:52.501388+00:00", "framework": "vllm_tokenizer_patch", "intentId": "01d45bffc51d435c9c67fa4b4080f780", "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": "5f5e109d72304547829828f35142533a", "completedAt": "2026-10-24T07:34:58.021320+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T07:34:55.319047+00:00", "framework": "vllm_tokenizer_patch", "intentId": "2afaaa425d4e46829ee335d9548461af", "repoId": "cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "5f5e109d72304547829828f35142533a", "completedAt": "2026-10-24T07:34:58.021317+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T07:34:55.319010+00:00", "framework": "vllm_tokenizer_patch", "intentId": "5cb9fd4af88e4278ab833e1b8020ff3a", "repoId": "cyankiwi/Hermes-4.3-36B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "5f5e109d72304547829828f35142533a", "completedAt": "2026-10-24T07:34:58.021314+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T07:34:55.318973+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a966718ce5cb48a588cee65b4c954820", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 3d8336825a..8fa2906d1c 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "21550797509b466d386538b581e495e84750d824e69dbe1ad66cfd0c0afc9ad0",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "46614e073dda5f29caaece47c6fcc04715f9f35087a2d455ebbce37526963dfa",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "c2a850bdcd33c9caabd49dec981ac9fc52779dc809d165cd80966a8134f75b78",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "6028e63363620041d77047e630d6272727c6b51c82d8c8b4d2d73e056676264c",
-    ".modelhub_state/official_capabilities.json": "7289d39437132a568d8e07d7707ee5b58f90811ecd47fca010ad77e31140ccee",
+    ".modelhub_state/market_intelligence.json": "ee99faf993fcfef22831ee1d6f557a3867bdbdb5c239e3a0fbfe0feefd39bbf8",
+    ".modelhub_state/official_capabilities.json": "242b5911f65208cb64a41f6acee5fcc3ffd9b0330e2e8cd0e050e6c7ede29e92",
     ".modelhub_state/outcome_checkpoint.json": "975aca991daf3a83cbce3798fdf80cdda0a441d794616d1b05ff570663cf26ce",
     ".modelhub_state/queue_cleanup_latest.json": "546feffbf4a15acdff3252fa01852fdedce497624c6491be2ce986ef69742475",
     ".modelhub_state/recent_outcomes.jsonl": "c86864152c81680d9b52f2d8dd585fb6b34855b70cf47c5ce1024b7c37e05c03",
     ".modelhub_state/recovery_active_tasks.jsonl": "21e424927a51785daefbf681e485a89a57daf162977ae1d36dd72b44ec389c7a",
-    ".modelhub_state/recovery_intents.jsonl": "d71062a3a84eb8a41fd3354266654be7bc60fd2ab2d327d41795959bf75711d8",
+    ".modelhub_state/recovery_intents.jsonl": "a99df29070674782fbc0c392098470edc0f1025c26fd7dcfa3df0a9e507dc44c",
     ".modelhub_state/routing_intelligence.json": "4d73f8e6ae8a8f7626fc9e414a036fea38ce8fc58bd24f7bfe570b71fc6e9e0d",
     ".modelhub_state/submission_exclusions.jsonl": "3bb99a0a703cee6767cdaeed2e3d26480ebf6d1cb44552f40bf65c94d9ed58b1",
     ".modelhub_state/worker_crashes.jsonl": "420815fdc492b8e10445c82e3688a8a007acc9958c44b879b420768158b50deb",
     "ledger/submissions.jsonl": "746ddcde2507fe7f480996c76811eef781fee23a6361e211e43fb80f47fbd31f",
     "outcomes/submissions.jsonl": "5c0c3982c57319e9b0529c7cfc9ead8f479bffa8ea511005799a4378c5620d01"
   },
-  "generation": 33263,
-  "phase": "cycle",
+  "generation": 33264,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-24T07:35:05.016423+00:00",
+  "updatedAt": "2026-10-24T07:35:52.751807+00:00",
   "writerId": "0b3ec6eb8d2f4d0595f6b37ff80185c2"
 }