diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 75639bd9d6..748aa44d65 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-10-19T14:14:08.450933+00:00",
+  "communityAttemptedAt": "2026-10-19T14:29:38.763394+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-10-19T14:14:08.450933+00:00",
+  "communityUpdatedAt": "2026-10-19T14:29:38.763394+00:00",
   "frameworkAttemptedAt": "2026-10-19T14:14:08.450933+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-19T14:24:25.669756+00:00",
+  "generatedAt": "2026-10-19T14:29:38.763394+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index aa455b0650..3ecdea564f 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-19T14:24:25.669756+00:00",
+  "catalogUpdatedAt": "2026-10-19T14:29:38.763394+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-19T14:24:25.669756+00:00",
+  "generatedAt": "2026-10-19T14:29:38.763394+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6525,6 +6525,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-19T14:24:25.669756+00:00",
+  "taskTreeUpdatedAt": "2026-10-19T14:29:38.763394+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index a9591a4932..c9cb374160 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -8,6 +8,7 @@
 {"agentVersion": "2026.10.18.1", "batchId": "cc4c9105691044cf8473820263d1a663", "completedAt": "2026-10-19T05:32:54.970924+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-19T02:09:27.335877+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "2a19fe570e294f3daddd77e9049f428c", "lastModified": "2026-10-16T05:43:29+00:00", "modelAddress": "https://modelscope.cn/models/rapid-mlx/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-MLX-3bit", "reason": null, "reconciledAt": "2026-10-19T14:26:41.879076+00:00", "repoId": "rapid-mlx/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-MLX-3bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskId": "5645075", "taskType": "text-generation"}
 {"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": "2026-10-19T14:26:41.877718+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": "2026-10-19T14:26:41.877843+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": "061e65ca6ccb4b9c8330aa3637e1f081", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T14:29:45.603189+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "d851c62adb394acc9583a337fbc6209e", "lastModified": "2026-10-19T08:34:36+00:00", "modelAddress": "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-Intent-FP8", "repoId": "XingChen-AGI/Xing4.0-29B-Intent-FP8", "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": "52dfaf8ba9e94579accaf442e3187aeb", "completedAt": "2026-10-19T14:26:32.374418+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T14:24:28.441038+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "64417f708a404dcc91e994fb2de167ec", "repoId": "XingChen-AGI/Xing4.0-29B-Intent-FP8", "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": "1ee895388b5e4db4bbad912c0b05e59a", "completedAt": "2026-10-19T14:21:36.056254+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T14:19:03.062642+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "cae955f512f94046adaa84c3d3f3a055", "repoId": "XingChen-AGI/Xing4.0-29B-Intent-FP8", "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": "8d171b53d60840688c952520922e179f", "completedAt": "2026-10-19T14:16:23.967461+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T14:14:20.379515+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "133344709b9043588d424f72d22a2cb0", "repoId": "XingChen-AGI/Xing4.0-29B-Intent-FP8", "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 0a1801ec8a..c9cd160351 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,20 +4,20 @@
     ".modelhub_state/account_capacity.json": "bacaeb34aaa0d094f61dc04e31369b8a3445b90ef824f5162ea01554f13d38ac",
     ".modelhub_state/architecture_compatibility_blacklist.json": "5f69139b159b2324ba5aca16d16030750ea977fef3eca222718a0d9f0910ea28",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "4b06a2549f99fdb34d288282acbed96788fc110047052c4df085aee75c201050",
-    ".modelhub_state/official_capabilities.json": "0f60814fb928b399409a55887cfcf64b38553b2922213d1800740a4ffa5c2b51",
+    ".modelhub_state/market_intelligence.json": "9fe558f9b90b4bed890aad15e11c488edd8bed1c542c97deb635a56b90556c20",
+    ".modelhub_state/official_capabilities.json": "0f8adfe3aaf5d4f52045703371df28f7f371ec589dfdf18897be4effe60b32ee",
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "ed0bce55500236d7e0e689894a9ae06cad75cd9006e0c56ec4d23fef20168bb5",
-    ".modelhub_state/recovery_intents.jsonl": "cf63e97ddaf76824e2a931623ac2550bde023b839b5cb227b10c2b7e69354a38",
+    ".modelhub_state/recovery_intents.jsonl": "ff64821ebc0891cc83a5ced5605000811dfda0bb851ffbca5832d67c1baa9298",
     ".modelhub_state/routing_intelligence.json": "b15fe787a247eda8d3cd5ca3da4731603658cc4c2c6ed21e760355d8295e0f39",
     ".modelhub_state/submission_exclusions.jsonl": "82dd7fbfd3032db2be565c97c54f4fd7d9492d88caaad929890d7946696daa49",
     "ledger/submissions.jsonl": "7730c11fcfcdb3ac056746c696f0503890dc7d607a96070d398765c093b97170",
     "outcomes/submissions.jsonl": "51f3359aa492b7c777f367d0c2ac7f03bf70590b6da47db96aa2c6e032416f88"
   },
-  "generation": 452,
-  "phase": "cycle",
+  "generation": 453,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-19T14:26:41.924801+00:00",
+  "updatedAt": "2026-10-19T14:29:45.642821+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }