diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index fec1c84878..e040ad2482 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-10-20T09:20:53.790311+00:00",
+  "communityAttemptedAt": "2026-10-20T09:36:38.876148+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-10-20T09:20:53.790311+00:00",
+  "communityUpdatedAt": "2026-10-20T09:36:38.876148+00:00",
   "frameworkAttemptedAt": "2026-10-20T07:57:10.386720+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-20T09:33:06.061356+00:00",
+  "generatedAt": "2026-10-20T09:36:38.876148+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index e8ae33fd78..9e2f6ca70d 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-20T09:33:06.061356+00:00",
+  "catalogUpdatedAt": "2026-10-20T09:36:38.876148+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-20T09:33:06.061356+00:00",
+  "generatedAt": "2026-10-20T09:36:38.876148+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6540,6 +6540,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-20T09:33:06.061356+00:00",
+  "taskTreeUpdatedAt": "2026-10-20T09:36:38.876148+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index fc0bab7f1d..3ba1014262 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": "2026-10-20T09:30:46.055135+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": "2026-10-20T09:30:46.055392+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": "54c0fbe895274c5ba6b20301a4733fa5", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T09:36:45.698630+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "3ca1a27fc24d48519e20759925679a8e", "lastModified": "2026-10-20T08:50:37+00:00", "modelAddress": "https://modelscope.cn/models/Haodong07/Qwen3-32B-TwinQuant-W4A4", "repoId": "Haodong07/Qwen3-32B-TwinQuant-W4A4", "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": "24aafb1bf7d24f0fb20a9135f32673b0", "completedAt": "2026-10-20T09:34:13.776819+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T09:33:08.498597+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "680b73a775414c38b47ce85015bc3d1e", "repoId": "Haodong07/Qwen3-32B-TwinQuant-W4A4", "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": "97f62a94c62d4ad3a16f74fc895718ba", "completedAt": "2026-10-20T09:30:40.980325+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T09:29:33.270603+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "7940b715c73f4b5c90641b501928750f", "repoId": "Haodong07/Qwen3-32B-TwinQuant-W4A4", "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": "f5a52167c7df4c1993db609012be8a6c", "completedAt": "2026-10-20T09:27:28.699378+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T09:25:43.212671+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "ef049cb24c2340babba1090dffc8848b", "repoId": "Haodong07/Qwen3-32B-TwinQuant-W4A4", "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 a6e31162cd..5f57e306fb 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,20 +4,20 @@
     ".modelhub_state/account_capacity.json": "bacaeb34aaa0d094f61dc04e31369b8a3445b90ef824f5162ea01554f13d38ac",
     ".modelhub_state/architecture_compatibility_blacklist.json": "bed71a1a5d3311049eb72be852f6088085e3d5af5778cd3731a890a951dbc924",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "2a28650824b1bc4eebb98dae58806daff8593f39af904415b0bc3b5c63759b19",
-    ".modelhub_state/official_capabilities.json": "58f4db4c4d5e0e1bd2b48cb0fac52b0fdd3b581c38abf9cdcf3895fe7268336e",
+    ".modelhub_state/market_intelligence.json": "526c576b06dbaaeec7e38f8a76f782ce91d643b1c4d46d0cff0d46f79219b32f",
+    ".modelhub_state/official_capabilities.json": "39dbb9c41625b49d6079f25dce1e15d7e505253d7d95b3023d1d574d3c5e219c",
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "250499fc3df4707a56af5b821b82b8359ba7ad3f1f48084814c221106ea5199b",
-    ".modelhub_state/recovery_intents.jsonl": "13e3cdb7e7a76fe1e5d29b72701f52cc9cfce29db1bf504b09dcd7b1570eb8b5",
+    ".modelhub_state/recovery_intents.jsonl": "65f79da631a4c49d6961dcbf9d453945cb8ddc63c620ede1f1ce6e25adca9343",
     ".modelhub_state/routing_intelligence.json": "9f5d8a732251f508b6fa81bc4bfa5c2679ed86a5d887fa709f271e9c6a04971f",
     ".modelhub_state/submission_exclusions.jsonl": "b80050ff42c4017b85f19dd9287a636cd3e86abe78256630d38791199e3b7606",
     "ledger/submissions.jsonl": "ba561df7b7f0cffa775fc0fb32947542395b19cd5adcf671ee96eb929cf49aec",
     "outcomes/submissions.jsonl": "fdde60d88743da6a8b66d36c60b47813fed7f31433ed905eefd84e9495d6c9b0"
   },
-  "generation": 982,
-  "phase": "result",
+  "generation": 983,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-20T09:34:13.850341+00:00",
+  "updatedAt": "2026-10-20T09:36:45.746741+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }