diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index ca17c5ccb5..8f04eb353d 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -423,7 +423,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-20T06:32:57.458010+00:00",
+  "generatedAt": "2026-10-20T06:41:27.176994+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 8d72524e0b..138466a6f9 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-20T06:32:57.458010+00:00",
+  "catalogUpdatedAt": "2026-10-20T06:41:27.176994+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-20T06:32:57.458010+00:00",
+  "generatedAt": "2026-10-20T06:41:27.176994+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6538,6 +6538,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-20T06:32:57.458010+00:00",
+  "taskTreeUpdatedAt": "2026-10-20T06:41:27.176994+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 7304901466..46036fe119 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": "2026-10-20T06:29:52.988973+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": "2026-10-20T06:29:52.989563+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": "9b1058e126cd4d8fae0d38664fcfb521", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T06:41:27.296838+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "84e6d885f799468c896db43d46a200c3", "lastModified": "2026-10-19T21:32:10+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Agents-A1-AWQ-NVFP4", "repoId": "cyankiwi/Agents-A1-AWQ-NVFP4", "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": "95c226f53c774737a43884fdbce87bd1", "completedAt": "2026-10-20T06:38:47.182146+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T06:37:04.351778+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "4501f49d9804440bba88872d944dbf6a", "repoId": "cyankiwi/Agents-A1-AWQ-NVFP4", "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": "b2e5b4f81d8d48e3aea28c2c7829a2bc", "completedAt": "2026-10-20T06:29:42.399547+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T06:26:29.483098+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "8c4fa8b8677e41fa8b9cb59e3f4e118c", "repoId": "cyankiwi/Agents-A1-AWQ-NVFP4", "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": "e16340ec73e843a3b6e53952d7bc2696", "completedAt": "2026-10-20T06:23:08.995068+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T06:21:09.429580+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "f16922fc08524a7dbd0f1d245af9733c", "repoId": "cyankiwi/Agents-A1-AWQ-NVFP4", "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 b3547fc01e..7d80f6970c 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,20 +4,20 @@
     ".modelhub_state/account_capacity.json": "bacaeb34aaa0d094f61dc04e31369b8a3445b90ef824f5162ea01554f13d38ac",
     ".modelhub_state/architecture_compatibility_blacklist.json": "fb5482d5655a819c90d284df77859bb297b47d754aed00aa414d43ea9b91da5f",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "9dcf2f49e4eaf0a719dbbf19c97d258fd93315810c7433d14096770c519b1386",
-    ".modelhub_state/official_capabilities.json": "97e0b86785e4e84ce980eab0e194a9040faa3100745fbc0e2729d6fe4612575b",
+    ".modelhub_state/market_intelligence.json": "bf5e2a3be11830593473cfc438f2dc367ca05666c36f8cfc1b1bcc1b3dd40b76",
+    ".modelhub_state/official_capabilities.json": "f7722b4013bb9bbb905a41453715b409c5c413b01be9373b61d1ff89a7d11a7d",
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "55541e2e392238ff12f004b781494dc769fb88bbe0a3bb554efb25afc2a41d7a",
-    ".modelhub_state/recovery_intents.jsonl": "127474b935e55bf5b358e5ec282469b39c26694f12cf69a4f147d00de7c56a9e",
+    ".modelhub_state/recovery_intents.jsonl": "1e6fb84519f4ff6e8d9d36a00da9ebc683c850bec0705255114edcd45e16927a",
     ".modelhub_state/routing_intelligence.json": "285dee674a5b179d2ba38881b330193314af654245d2b15d441839456789d830",
     ".modelhub_state/submission_exclusions.jsonl": "b80050ff42c4017b85f19dd9287a636cd3e86abe78256630d38791199e3b7606",
     "ledger/submissions.jsonl": "ba561df7b7f0cffa775fc0fb32947542395b19cd5adcf671ee96eb929cf49aec",
     "outcomes/submissions.jsonl": "fdde60d88743da6a8b66d36c60b47813fed7f31433ed905eefd84e9495d6c9b0"
   },
-  "generation": 898,
-  "phase": "result",
+  "generation": 899,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-20T06:38:47.227225+00:00",
+  "updatedAt": "2026-10-20T06:41:27.338692+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }