diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index e22d0280af..a2c34b2ef5 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-10-19T16:31:39.249979+00:00",
+  "communityAttemptedAt": "2026-10-19T16:47:45.595595+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-10-19T16:31:39.249979+00:00",
+  "communityUpdatedAt": "2026-10-19T16:47:45.595595+00:00",
   "frameworkAttemptedAt": "2026-10-19T14:14:08.450933+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-19T16:44:02.582422+00:00",
+  "generatedAt": "2026-10-19T16:47:45.595595+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index a94af2e352..8aaa664767 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-19T16:44:02.582422+00:00",
+  "catalogUpdatedAt": "2026-10-19T16:47:45.595595+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-19T16:44:02.582422+00:00",
+  "generatedAt": "2026-10-19T16:47:45.595595+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6529,6 +6529,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-19T16:44:02.582422+00:00",
+  "taskTreeUpdatedAt": "2026-10-19T16:47:45.595595+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 59096673ee..a0f188a661 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": "2026-10-19T16:41:43.263770+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": "2026-10-19T16:41:43.263060+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": "70521cbc61e34cc894b0883707c6f8bf", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T16:49:13.752217+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "c9927efa2fa143a1aeae6735b8aabc8a", "lastModified": "2026-10-19T16:08:11+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Ornith-1.0-9B-AWQ-INT4", "repoId": "cyankiwi/Ornith-1.0-9B-AWQ-INT4", "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": "9577e33e29674566a709bdb21886475c", "completedAt": "2026-10-19T16:45:36.770085+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T16:44:02.832198+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "ca19f1122996401791829167c232b94e", "repoId": "cyankiwi/Ornith-1.0-9B-AWQ-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "4d0d5c1aedbb482a9469198ae063f258", "completedAt": "2026-10-19T16:41:36.003639+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T16:38:12.296029+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "e323c0df5cbc4de4906a17c15cbc4ba3", "repoId": "cyankiwi/Ornith-1.0-9B-AWQ-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "fab7aba2b667474b9d041a3756a99404", "completedAt": "2026-10-19T16:35:26.183018+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T16:31:49.101215+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "1d791823041a4679bb65741210ade5c3", "repoId": "cyankiwi/Ornith-1.0-9B-AWQ-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index e0883c3838..082eb2366b 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,20 +4,20 @@
     ".modelhub_state/account_capacity.json": "bacaeb34aaa0d094f61dc04e31369b8a3445b90ef824f5162ea01554f13d38ac",
     ".modelhub_state/architecture_compatibility_blacklist.json": "3b5664878c21de1e909dc92821d74f9f153c63718611f0e65431f89cd9191831",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "ded16bde15750a90cb8b67839d3a29d8ca4aa438a1f72bbc61d47d9d04e25ab0",
-    ".modelhub_state/official_capabilities.json": "85c4ecc0788005cdb31a6ebd78ba2ac405e1cf1651392d15672df7d744484e10",
+    ".modelhub_state/market_intelligence.json": "9b80c9abd1eb6c907773865d41aee9bb4e0fc3011ff23739afcf7949716cfa55",
+    ".modelhub_state/official_capabilities.json": "c091f7d335a5e01efe2a9c4e605bd121bf92814324b3cf3af178b711202d8f50",
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "757f3b1df35c4b1556ae504b9bc62474f9adaa428022fee4dd14f0b622300762",
-    ".modelhub_state/recovery_intents.jsonl": "ef0653c9abb152094f543c776abee7c227ae55f53a70dc00c6d15524db7ff55c",
+    ".modelhub_state/recovery_intents.jsonl": "31494d56dadbaf4fbbb14cb38fdae0b9decd383bb8f9cb11365ac1dc7b806e33",
     ".modelhub_state/routing_intelligence.json": "5c87cb196c1079aec4b256531535a6edad95aebf4255e6ac94cc441dfac4157e",
     ".modelhub_state/submission_exclusions.jsonl": "82dd7fbfd3032db2be565c97c54f4fd7d9492d88caaad929890d7946696daa49",
     "ledger/submissions.jsonl": "7730c11fcfcdb3ac056746c696f0503890dc7d607a96070d398765c093b97170",
     "outcomes/submissions.jsonl": "e4381949b215e8833c3bb239c5509f16e4946a7e493ac334a34554306f992b3d"
   },
-  "generation": 510,
-  "phase": "result",
+  "generation": 511,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-19T16:45:36.818709+00:00",
+  "updatedAt": "2026-10-19T16:49:13.823046+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }