diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 2ac07421d3..7c359d8374 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-10-20T14:49:35.989421+00:00",
+  "communityAttemptedAt": "2026-10-20T15:06:41.561168+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-10-20T14:49:35.989421+00:00",
+  "communityUpdatedAt": "2026-10-20T15:06:41.561168+00:00",
   "frameworkAttemptedAt": "2026-10-20T14:02:33.198170+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-20T15:00:15.470125+00:00",
+  "generatedAt": "2026-10-20T15:06:41.561168+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index eaa5be9c2e..618a151799 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-20T15:00:15.470125+00:00",
+  "catalogUpdatedAt": "2026-10-20T15:06:41.561168+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-20T15:00:15.470125+00:00",
+  "generatedAt": "2026-10-20T15:06:41.561168+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6536,6 +6536,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-20T15:00:15.470125+00:00",
+  "taskTreeUpdatedAt": "2026-10-20T15:06:41.561168+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index f19028ff54..e8c4e1669c 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -12,6 +12,7 @@
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 {"agentVersion": "2026.10.18.1", "batchId": "ef9fd864a48e426db66e52fd04ed8834", "completedAt": "2026-10-20T04:39:22.059690+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T04:35:28.079817+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "47317a8c0db845998070396bf031170d", "lastModified": "2026-10-19T15:18:16+00:00", "modelAddress": "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX", "reason": null, "reconciledAt": "2026-10-20T14:57:36.449277+00:00", "repoId": "ukisai/Swift-1.5-4bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": "5669006", "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "ef9fd864a48e426db66e52fd04ed8834", "completedAt": "2026-10-20T04:39:22.059692+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T04:35:28.079863+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "55cc4a14e4f349e6a45532c741a8591f", "lastModified": "2026-10-19T17:03:22+00:00", "modelAddress": "https://modelscope.cn/models/cpatonn-mirror/Qwen3-30B-A3B-Instruct-2507-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-20T14:57:36.449140+00:00", "repoId": "cpatonn-mirror/Qwen3-30B-A3B-Instruct-2507-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": "5669003", "taskType": "text-generation"}
+{"agentVersion": "2026.10.18.1", "batchId": "8728e694854742509ef9d3a72e6a64e6", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T15:06:56.063066+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "402c8fe0501f4bb297834ddb47b8b558", "lastModified": "2026-10-20T14:01:12+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Ornith-1.0-35B-AWQ-FP8", "repoId": "cyankiwi/Ornith-1.0-35B-AWQ-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": "3332ba60b81f4b64b36bb58dd1259601", "completedAt": "2026-10-20T15:01:49.393397+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T15:00:18.085010+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "8198aa31f5c14aff8777295f5b5f0ac2", "repoId": "cyankiwi/Ornith-1.0-35B-AWQ-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": "6f6d3613c0ee4d0a893773a318eedd65", "completedAt": "2026-10-20T14:57:26.670331+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T14:55:08.572266+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "bbc18ff0d824479ea67d2d95dbf6bed7", "repoId": "cyankiwi/Ornith-1.0-35B-AWQ-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": "8b20782529c4463081fda988506e34bd", "completedAt": "2026-10-20T14:52:10.210371+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T14:50:59.810846+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "7380afaf57ec4e1299179df4444101b1", "repoId": "cyankiwi/Ornith-1.0-35B-AWQ-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 ec8ee53735..61253e65ca 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,20 +4,20 @@
     ".modelhub_state/account_capacity.json": "bacaeb34aaa0d094f61dc04e31369b8a3445b90ef824f5162ea01554f13d38ac",
     ".modelhub_state/architecture_compatibility_blacklist.json": "3d014623e6948830d80ce27da5abc3ddcade613df847788e47e462369f8418ff",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "bea4b0f83213c8c23fa1bae24af92ff561298194ca4a7b481fb06cd6038a7c3d",
-    ".modelhub_state/official_capabilities.json": "dc0698364f906a5d9c52c674e1582388b798fc4460060990665f95d6d05c163f",
+    ".modelhub_state/market_intelligence.json": "2b75652b1c722f99f841c7ef1727b77fa9f7645348450bf2f3547fee022abe26",
+    ".modelhub_state/official_capabilities.json": "a38af8021351df882516f89a8a0f6ba5aafed4b2285018b244dde96c0745f65e",
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "d4834c94e8882eed86d9ee589e623c1f782e4097927745e9f4feb11cafe81e95",
-    ".modelhub_state/recovery_intents.jsonl": "3de66979757450a84e808ea9279ac64eb678416bbc62424cac37be1f701a36f7",
+    ".modelhub_state/recovery_intents.jsonl": "dbc4b70de1ad6b2b00c1b115d02b350a8330099fb932ab04884ff254b6c8b816",
     ".modelhub_state/routing_intelligence.json": "c7845944a32f170866fa4ef77717cd545a5daa4ac5c2039b3e2aecda4549bd7e",
     ".modelhub_state/submission_exclusions.jsonl": "b80050ff42c4017b85f19dd9287a636cd3e86abe78256630d38791199e3b7606",
     "ledger/submissions.jsonl": "ba561df7b7f0cffa775fc0fb32947542395b19cd5adcf671ee96eb929cf49aec",
     "outcomes/submissions.jsonl": "bb1131ecc740113326294de1cedc0398c82913cb1e0d929ebf3be910034b5e03"
   },
-  "generation": 1150,
-  "phase": "result",
+  "generation": 1151,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-20T15:01:49.443198+00:00",
+  "updatedAt": "2026-10-20T15:06:56.133587+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }