diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index ff4ecbce71..bf76295082 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": "2026-10-20T08:11:53.158636+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": "2026-10-20T08:11:53.158572+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": "2026-10-20T08:11:53.158231+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": "b9a6918c696441fbadccc02f3cc4db27", "configFingerprint": "02e187e3671a31235c75c7c9ad7c52e86e0476bdc3118ddf379ddb46a07261d1", "configSource": "modelhub_live", "createdAt": "2026-10-20T08:20:28.482408+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "9ddd419343ac406da72b2283508af333", "lastModified": "2026-10-20T07:28:13+00:00", "modelAddress": "https://modelscope.cn/models/OpenBMB/MiniCPM-V-4.7-35B-A3B-DSpark-gguf", "repoId": "OpenBMB/MiniCPM-V-4.7-35B-A3B-DSpark-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "pending", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"agentVersion": "2026.10.18.1", "batchId": "b9a6918c696441fbadccc02f3cc4db27", "completedAt": "2026-10-20T08:22:01.694958+00:00", "configFingerprint": "02e187e3671a31235c75c7c9ad7c52e86e0476bdc3118ddf379ddb46a07261d1", "configSource": "modelhub_live", "createdAt": "2026-10-20T08:20:28.482408+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "9ddd419343ac406da72b2283508af333", "repoId": "OpenBMB/MiniCPM-V-4.7-35B-A3B-DSpark-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "a9dcd871e90e4bc1bc7c602f01b8ba52", "completedAt": "2026-10-20T08:17:28.266264+00:00", "configFingerprint": "02e187e3671a31235c75c7c9ad7c52e86e0476bdc3118ddf379ddb46a07261d1", "configSource": "modelhub_live", "createdAt": "2026-10-20T08:14:44.377582+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "6ce73cb86ac74efb9a79fa14a1741185", "repoId": "OpenBMB/MiniCPM-V-4.7-35B-A3B-DSpark-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "a973efab107c4b948c897b4e93d285b2", "completedAt": "2026-10-20T08:11:45.279464+00:00", "configFingerprint": "02e187e3671a31235c75c7c9ad7c52e86e0476bdc3118ddf379ddb46a07261d1", "configSource": "modelhub_live", "createdAt": "2026-10-20T08:09:52.708076+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "d48180034e2c47029f6c92d9cc8585c6", "repoId": "OpenBMB/MiniCPM-V-4.7-35B-A3B-DSpark-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "ce0f13263589461295d911e19ee28bbc", "completedAt": "2026-10-20T08:06:16.871624+00:00", "configFingerprint": "02e187e3671a31235c75c7c9ad7c52e86e0476bdc3118ddf379ddb46a07261d1", "configSource": "modelhub_live", "createdAt": "2026-10-20T08:02:58.279353+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "61dc32a764554c0b837eb3703745d128", "repoId": "OpenBMB/MiniCPM-V-4.7-35B-A3B-DSpark-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
@@ -312,4 +312,3 @@
 {"agentVersion": "2026.10.18.1", "batchId": "e3d155dd5d604d4e8b78ffdf46f7e894", "completedAt": "2026-10-19T07:26:26.262840+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T07:24:57.156459+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "4ebb98dd59e6418b937628489898b7d4", "repoId": "iluvatar-corex/Qwen3-8B-W8A8", "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": "052e506275fd44aab9345779ad4015ac", "completedAt": "2026-10-19T07:19:45.274925+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T07:18:19.759980+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "9eefc598fe454f71aea11c8445e68ca7", "repoId": "iluvatar-corex/Qwen3-8B-W8A8", "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": "edb6414c17634ce5bc76f0d0cfae91f6", "completedAt": "2026-10-19T07:15:33.359014+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T07:13:51.863101+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "49011a6d21da4aba84105d9c8f40a252", "repoId": "iluvatar-corex/Qwen3-8B-W8A8", "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": "8c5fbb4ea1fb45288663e11941f6b365", "completedAt": "2026-10-19T07:10:48.566682+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T07:08:45.167291+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "5082dfae734d4eaeaae1c5dfc7ff723c", "repoId": "iluvatar-corex/Qwen3-8B-W8A8", "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/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index 15d1081219..4ad3f6d8cb 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -10,6 +10,6 @@
   },
   "acceptedSinceRefresh": 14,
   "acceptedTotal": 14,
-  "generatedAt": "2026-10-20T08:17:28.257733+00:00",
+  "generatedAt": "2026-10-20T08:22:01.688088+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index e75c02513e..a22de18df4 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": "ba2d27ce691699976b6302e64326cfa076f4117bfc076363786e2e8d1531d268",
-    ".modelhub_state/recovery_intents.jsonl": "c9d2d8158ca2c76dfa909fe83009b06af063cae1999d54a2121af8249c12194b",
-    ".modelhub_state/routing_intelligence.json": "0766b989d749b11e0cbac90ae3413fa18e1ab89b28d9771e18e9a6611678bc08",
+    ".modelhub_state/recovery_intents.jsonl": "8b8298c387d7908c7f60d38f696db796696588eb7deb99e0e1bacc3306f1603f",
+    ".modelhub_state/routing_intelligence.json": "e3efcf2357c01bed1c274c8da66c00c8647dda6bc427410bfba8c6df2044d7bf",
     ".modelhub_state/submission_exclusions.jsonl": "b80050ff42c4017b85f19dd9287a636cd3e86abe78256630d38791199e3b7606",
     "ledger/submissions.jsonl": "ba561df7b7f0cffa775fc0fb32947542395b19cd5adcf671ee96eb929cf49aec",
     "outcomes/submissions.jsonl": "fdde60d88743da6a8b66d36c60b47813fed7f31433ed905eefd84e9495d6c9b0"
   },
-  "generation": 941,
-  "phase": "intent",
+  "generation": 942,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-20T08:20:28.531101+00:00",
+  "updatedAt": "2026-10-20T08:22:01.737541+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }