diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index d11eb522bf..7a2b7cc354 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -456,7 +456,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-19T16:51:31.565457+00:00",
+  "generatedAt": "2026-10-19T17:00:42.548718+00:00",
   "summary": {
     "activeBlockCount": 21,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 033d9e9660..d5fd9376e7 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-19T16:59:24.209397+00:00",
+  "generatedAt": "2026-10-19T17:00:42.554499+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index a21e490619..1bdd086690 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-19T16:59:24.209397+00:00",
+  "catalogUpdatedAt": "2026-10-19T17:00:42.554499+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-19T16:59:24.209397+00:00",
+  "generatedAt": "2026-10-19T17:00:42.554499+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6529,6 +6529,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-19T16:59:24.209397+00:00",
+  "taskTreeUpdatedAt": "2026-10-19T17:00:42.554499+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 9fc2847347..c6b7dc5eb2 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -8,6 +8,7 @@
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 {"agentVersion": "2026.10.18.1", "batchId": "87783e46fa954f75ad6d8342b9d15446", "completedAt": "2026-10-19T06:25:51.064030+00:00", "configFingerprint": "0b3aba8e880b5f6fa7b9aa817b9c4c2fbbfb0030e00a71272a9bebf44f0f76b5", "configSource": "modelhub_live", "createdAt": "2026-10-19T06:23:54.129483+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "57d7b7cf62b843c288378ac20283a484", "lastModified": "2026-10-19T05:18:14+00:00", "modelAddress": "https://modelscope.cn/models/OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "reason": null, "reconciledAt": "2026-10-19T16:54:23.767326+00:00", "repoId": "OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskId": "5645923", "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "110f5a508e044facb241211f54eceeb7", "completedAt": "2026-10-19T06:32:34.698506+00:00", "configFingerprint": "077eea1fd1f15fd13a8367dad60b0d1b310724d7cc6ea546505d0f84d78d5aca", "configSource": "modelhub_live", "createdAt": "2026-10-19T06:30:42.213744+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "55e4f930d8c1459dbaec6a72f74dc09c", "lastModified": "2026-10-18T14:13:55+00:00", "modelAddress": "https://modelscope.cn/models/castorini/gaggle-nanochat-pretrained-climbmix-20260924", "reason": null, "reconciledAt": "2026-10-19T16:54:23.766494+00:00", "repoId": "castorini/gaggle-nanochat-pretrained-climbmix-20260924", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "hygon_k100-ai", "taskId": "5645977", "taskType": "text-generation"}
+{"agentVersion": "2026.10.18.1", "batchId": "8e82aa9eb0714330be4440fa1db34ffd", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T17:00:42.801764+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "51e8daf6905e4a46ad91bc5d92db6c60", "lastModified": "2026-10-19T16:26:03+00:00", "modelAddress": "https://modelscope.cn/models/cpatonn-mirror/Qwen3-30B-A3B-Thinking-2507-AWQ-8bit", "repoId": "cpatonn-mirror/Qwen3-30B-A3B-Thinking-2507-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "18faec18d58943b7af05b22fac86c954", "completedAt": "2026-10-19T17:00:39.479457+00:00", "configFingerprint": "1c0a4f69628b2a0ad37a6eee139a4c98afed7d8c93529a9ef42a90756e4e1940", "configSource": "modelhub_live", "createdAt": "2026-10-19T16:59:31.150136+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "2c39d5cb5a0a4c29bf1492ae9854fa5b", "repoId": "cpatonn-mirror/GLM-4.5-Air-AWQ", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "84bba128a2f9447099e0974f3687a1d6", "completedAt": "2026-10-19T16:59:30.565820+00:00", "configFingerprint": "1c0a4f69628b2a0ad37a6eee139a4c98afed7d8c93529a9ef42a90756e4e1940", "configSource": "modelhub_live", "createdAt": "2026-10-19T16:59:29.575380+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "d89391306d264ae5964d08588307e75d", "repoId": "cpatonn-mirror/GLM-4.5-Air-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "963a923179404d32a2ae3896c538aec1", "completedAt": "2026-10-19T16:59:27.767192+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-19T16:59:26.683438+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "4f1308dc06dc4cd6852284ff7f93cdd2", "repoId": "cpatonn-mirror/Jan-v1-2509-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "uniqueness_rejected", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 75fa7c1b93..0802de9e52 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,22 +2,22 @@
   "agentVersion": "2026.10.18.1",
   "checksums": {
     ".modelhub_state/account_capacity.json": "bacaeb34aaa0d094f61dc04e31369b8a3445b90ef824f5162ea01554f13d38ac",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "6a88c0d59d8b7e9679a2b3f5fd67e24448d4e960b47834607a42bd67a5c62977",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "2f3c586a225e00cef0474b9ad87c714f3c5e2df0dd9f60da1f29cff7b1e85b32",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "f434bbc21b74f23fbd8a8c08f0fdfa1c25faaf231a4937eed2bb558b4c11a830",
-    ".modelhub_state/official_capabilities.json": "cd7004886b6bac163c519eb8135a5b9627558e5995e226b6f49937368e27c3bc",
+    ".modelhub_state/market_intelligence.json": "05cf4254a8d4f77948664cfeedd9ec777da3c0e47755a16678d8b6404dc79469",
+    ".modelhub_state/official_capabilities.json": "c11e6f0ac43c7602db0fe479fda580098f2b2c338292da3acb9c8c8c3534e1ce",
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "ebee90422e5b38b26ad85628dcfacc1e8647465e4f2dd4b7797097caa9549a03",
-    ".modelhub_state/recovery_intents.jsonl": "d62cbceb72336c45062ff7ce98191ed7acbb6401e974ad69fde6eb8acc7a6104",
+    ".modelhub_state/recovery_intents.jsonl": "155dbddb1f95d2da69ce061dd252cb996fe9c96dddff35bd3ba317ee9298b774",
     ".modelhub_state/routing_intelligence.json": "ff965f7071b5fa583128370a4da85b645b5fb400e29a153f5f4f6bf9737dffcb",
     ".modelhub_state/submission_exclusions.jsonl": "fd6a7e410138cab8bec22a756678090f3840fdc61cfd3f313c2f72bba707ed19",
     "ledger/submissions.jsonl": "7730c11fcfcdb3ac056746c696f0503890dc7d607a96070d398765c093b97170",
     "outcomes/submissions.jsonl": "e4381949b215e8833c3bb239c5509f16e4946a7e493ac334a34554306f992b3d"
   },
-  "generation": 531,
-  "phase": "result",
+  "generation": 532,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-19T17:00:39.524953+00:00",
+  "updatedAt": "2026-10-19T17:00:42.868466+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }