diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index acae221b1c..52b3d7e31d 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -12,7 +12,7 @@
 {"agentVersion": "2026.10.18.1", "batchId": "ef9fd864a48e426db66e52fd04ed8834", "completedAt": "2026-10-20T04:39:22.059688+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T04:35:28.079771+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "2d2be59839d644cc9aefc2c26e994c76", "lastModified": "2026-10-19T08:34:36+00:00", "modelAddress": "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-Intent-FP8", "reason": null, "reconciledAt": "2026-10-20T05:00:27.949892+00:00", "repoId": "XingChen-AGI/Xing4.0-29B-Intent-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": "5669004", "taskType": "text-generation"}
 {"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": "2026-10-20T05:00:27.951116+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": "2026-10-20T05:00:27.950024+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": "89dd98f507ce47c2aa403d0c544e0321", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T05:09:57.766942+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "4adf2da9e479400492122c301bf2045d", "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, "maxModelLen": 4096}, "status": "pending", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
+{"agentVersion": "2026.10.18.1", "batchId": "89dd98f507ce47c2aa403d0c544e0321", "completedAt": "2026-10-20T05:11:35.986278+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T05:09:57.766942+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "4adf2da9e479400492122c301bf2045d", "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": "9dcb282fcdce401db236d6c89f3664ce", "completedAt": "2026-10-20T05:07:15.863667+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T05:05:35.855689+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "9f8f2aff64314674b1c74b631bd21de7", "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": "8e7e0f24527542dead52445e81f8d88a", "completedAt": "2026-10-20T05:00:15.269437+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T04:57:47.760682+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "44821eba6b0d478787899ebdbe83dfb0", "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": "8d7ec120b4864f2da5fda29dfcf62f0a", "completedAt": "2026-10-20T04:54:36.258976+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T04:52:57.028356+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "fb7e239bbddd4eb8a345120b32dd495c", "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"}
@@ -312,4 +312,3 @@
 {"agentVersion": "2026.10.18.1", "batchId": "cc4c9105691044cf8473820263d1a663", "completedAt": "2026-10-19T05:32:54.970902+00:00", "configFingerprint": "b3ef6bcf57e6bb4fc9ede989e67a765b0e40b19fbd407f1f8452833c12bd5c38", "configSource": "modelhub_live", "createdAt": "2026-10-19T02:09:27.335494+00:00", "framework": "vllm-mlu", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "ae2d17eeecda474790300839c8297e18", "repoId": "mlx-community/opt-125m-chat-mlx-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "cc4c9105691044cf8473820263d1a663", "completedAt": "2026-10-19T05:32:54.970900+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-19T02:09:27.335442+00:00", "framework": "vllm-mlu", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "c5a0b586e63f4888a80b1d6935161aa7", "repoId": "mlx-community/K2-Horizon-0.9B-chat-mlx-16bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "cc4c9105691044cf8473820263d1a663", "completedAt": "2026-10-19T05:32:54.970897+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-19T02:09:27.335391+00:00", "framework": "vllm-mlu", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "87bf10ecb74547e5b7b6bb2e2a9d1d06", "repoId": "IFM/Jais-3-7B-FP8", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
-{"agentVersion": "2026.10.18.1", "batchId": "cc4c9105691044cf8473820263d1a663", "completedAt": "2026-10-19T05:32:54.970895+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-19T02:09:27.335339+00:00", "framework": "vllm-mlu", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "943d2981bc034ba5a4c8eb25cac885df", "repoId": "GestaltLabs/LFM2.5-24B-A2B-NVFP4-W4A16", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index bd6d4ea892..287dad5bdb 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -10,6 +10,6 @@
   },
   "acceptedSinceRefresh": 14,
   "acceptedTotal": 14,
-  "generatedAt": "2026-10-20T05:07:15.856249+00:00",
+  "generatedAt": "2026-10-20T05:11:35.978943+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 62e7e1e656..005239f2c3 100644
--- a/manifest.json
+++ b/manifest.json
@@ -9,15 +9,15 @@
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "79174206cfd232fe5ac6bcf42210d2199f8c758b206a2d069f6f8e40e0f44d9a",
-    ".modelhub_state/recovery_intents.jsonl": "a28aa1faad5cbdfb1394625ad4cca91c0a244a734cf19d39b9e47354df529378",
-    ".modelhub_state/routing_intelligence.json": "e05fe3de020ceacd783e66ff073fd333cee4c3d4c6a73482c5cbafcc31a185ea",
+    ".modelhub_state/recovery_intents.jsonl": "4c4949be18b3c58f60ab23b725a5b692709f0d51805bfc17267d8cf9e89bd098",
+    ".modelhub_state/routing_intelligence.json": "4452c454152af573115553f5febfbd909c24405aba16137e0b1eb31b2daad85a",
     ".modelhub_state/submission_exclusions.jsonl": "b80050ff42c4017b85f19dd9287a636cd3e86abe78256630d38791199e3b7606",
     "ledger/submissions.jsonl": "ba561df7b7f0cffa775fc0fb32947542395b19cd5adcf671ee96eb929cf49aec",
     "outcomes/submissions.jsonl": "fdde60d88743da6a8b66d36c60b47813fed7f31433ed905eefd84e9495d6c9b0"
   },
-  "generation": 864,
-  "phase": "intent",
+  "generation": 865,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-20T05:09:57.845879+00:00",
+  "updatedAt": "2026-10-20T05:11:36.035435+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }