diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index c5badf53c6..45d70ade52 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-20T02:32:24.363438+00:00",
+  "generatedAt": "2026-10-20T02:39:20.671456+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index ecf1b9b1a7..b531e779a3 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-20T02:32:24.363438+00:00",
+  "catalogUpdatedAt": "2026-10-20T02:39:20.671456+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-20T02:32:24.363438+00:00",
+  "generatedAt": "2026-10-20T02:39:20.671456+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6545,6 +6545,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-20T02:32:24.363438+00:00",
+  "taskTreeUpdatedAt": "2026-10-20T02:39:20.671456+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index a9b369798d..6902e3e267 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": "2026-10-20T02:36:42.162093+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": "2026-10-20T02:36:42.163913+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": "2026-10-20T02:36:42.163975+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": "8234230b26af4a4382bac93550bc92ed", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-20T02:39:20.860280+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "ee0f68294b2e4ca5b2019287d2b87e86", "lastModified": "2026-10-19T18:55:19+00:00", "modelAddress": "https://modelscope.cn/models/shisa-ai/shisa-de-2.1-FP8-dynamic", "repoId": "shisa-ai/shisa-de-2.1-FP8-dynamic", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "a5364a81bc9d43609b5d8674eade3577", "completedAt": "2026-10-20T02:36:35.877078+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-20T02:32:42.657081+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "3a7760b8552d4348ab93247b1d6176b6", "repoId": "shisa-ai/shisa-de-2.1-FP8-dynamic", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "71001b054cfa4380bad310c1b17ed8a6", "completedAt": "2026-10-20T02:28:02.091991+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T02:26:01.359868+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "cf93a89fc24f4462a6d926e0b08051d7", "repoId": "shisa-ai/shisa-de-2.1-FP8-dynamic", "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": "86d4db5f93484c3d8278a51183c8679b", "completedAt": "2026-10-20T02:23:24.471786+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T02:21:34.462778+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "5cf4e0c51dcf45408b839221c341d431", "repoId": "shisa-ai/shisa-de-2.1-FP8-dynamic", "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 3f1230b07b..17cada4b74 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,20 +4,20 @@
     ".modelhub_state/account_capacity.json": "bacaeb34aaa0d094f61dc04e31369b8a3445b90ef824f5162ea01554f13d38ac",
     ".modelhub_state/architecture_compatibility_blacklist.json": "6d71a77b22b76d03298cac12a4b447a40691de63e3f68247ea0ec015487b7af7",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "1cd956eca059d44877933963b2fc76a48f727543960bbacfcb0b55847e031242",
-    ".modelhub_state/official_capabilities.json": "a5eec603d2cfc74f369298fac9d55e2d40d630e718f597de8a8732a7dc34d1c6",
+    ".modelhub_state/market_intelligence.json": "819c8b0a97f137db6fb9e017c0d4a710a334ea71306080818d4f9b2749cbcb2b",
+    ".modelhub_state/official_capabilities.json": "a4f9a38dd362d158ff380a2ff44c83362919864bc38d19c8d7d2d2e03b7e7c29",
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "672cbb1f821a386b02c9f403c9741cf5f7bf8c2a61e3acf560715f4bf195dc50",
-    ".modelhub_state/recovery_intents.jsonl": "11f5b287d4a398e06eb246379a9bf79013c9d647478acf33770b15796edc237a",
+    ".modelhub_state/recovery_intents.jsonl": "f4bb27a7d564dd11f3cc35cfec611474a6de6d80edd1a95b7734bdfcebf165d0",
     ".modelhub_state/routing_intelligence.json": "6ae34d3cb0d19009102778bd43561d1432619ab44dd3743b531b19d62d839d42",
     ".modelhub_state/submission_exclusions.jsonl": "b80050ff42c4017b85f19dd9287a636cd3e86abe78256630d38791199e3b7606",
     "ledger/submissions.jsonl": "7730c11fcfcdb3ac056746c696f0503890dc7d607a96070d398765c093b97170",
     "outcomes/submissions.jsonl": "31a528e7ade1621b5b6acb73f13c89fa9977906ba4d1e672364b4de0fc636e5a"
   },
-  "generation": 804,
-  "phase": "cycle",
+  "generation": 805,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-20T02:36:42.235803+00:00",
+  "updatedAt": "2026-10-20T02:39:20.913163+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }