diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index d9d7939252..b2a5761e5d 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -431,7 +431,7 @@
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 4efcfa7964..743edfb139 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,121 +452,121 @@
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@@ -576,196 +576,196 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 898977c1c5..9cc544c038 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
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@@ -56,7 +56,7 @@
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@@ -2924,14 +2924,6 @@
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@@ -3636,6 +3628,14 @@
       ],
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+    "https://modelscope.cn/models/hf/esatapedico-MiniCPM-V-4.7-35B-A3B-NVFP4-GGUF|2026-10-19T05:57:18+00:00|hygon_k100-ai": {
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     "https://modelscope.cn/models/hf/esatapedico-MiniCPM-V-4.7-35B-A3B-NVFP4|2026-10-19T05:33:13+00:00|Ascend_910-b3": {
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@@ -6537,6 +6537,6 @@
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 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 4fa31886b8..3aca9b5c40 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -6,6 +6,7 @@
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 {"agentVersion": "2026.10.18.1", "batchId": "b7cb7a8912f14170b304d2dd0dedab64", "completedAt": "2026-10-18T19:26:39.225426+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-18T19:19:30.367644+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "183e4397a3c04c9b85c0ffbf5a29f9cf", "lastModified": "2026-10-16T15:54:35+00:00", "modelAddress": "https://modelscope.cn/models/IFM/Jais-3-3.7B-FP8", "reason": null, "reconciledAt": "2026-10-19T05:54:16.059274+00:00", "repoId": "IFM/Jais-3-3.7B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": "5633235", "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "cc4c9105691044cf8473820263d1a663", "completedAt": "2026-10-19T05:32:54.970924+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-19T02:09:27.335877+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "2a19fe570e294f3daddd77e9049f428c", "lastModified": "2026-10-16T05:43:29+00:00", "modelAddress": "https://modelscope.cn/models/rapid-mlx/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-MLX-3bit", "reason": null, "reconciledAt": "2026-10-19T05:54:16.058310+00:00", "repoId": "rapid-mlx/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-MLX-3bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskId": "5645075", "taskType": "text-generation"}
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 {"agentVersion": "2026.10.18.1", "batchId": "290eb573d4f64d5b88968bda325a7a6b", "completedAt": "2026-10-19T06:03:17.294020+00:00", "configFingerprint": "0b3aba8e880b5f6fa7b9aa817b9c4c2fbbfb0030e00a71272a9bebf44f0f76b5", "configSource": "modelhub_live", "createdAt": "2026-10-19T05:58:23.275782+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "2ffbaa7cd1a2420cb7c58192cb5bc2a4", "repoId": "OpenBMB/MiniCPM-V-4.7-1B-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": "e695982c3bbe48c784223fd71490587c", "completedAt": "2026-10-19T05:55:24.575099+00:00", "configFingerprint": "0b3aba8e880b5f6fa7b9aa817b9c4c2fbbfb0030e00a71272a9bebf44f0f76b5", "configSource": "modelhub_live", "createdAt": "2026-10-19T05:54:19.069268+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "cdedc773b7314fb9aa348a50f66ad618", "repoId": "OpenBMB/MiniCPM-V-4.7-1B-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": "86907d118e6f4134ad9921a5c3c48b0b", "completedAt": "2026-10-19T05:54:09.320977+00:00", "configFingerprint": "0b3aba8e880b5f6fa7b9aa817b9c4c2fbbfb0030e00a71272a9bebf44f0f76b5", "configSource": "modelhub_live", "createdAt": "2026-10-19T05:52:46.372848+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "79e2fa0870574763b6e46df0e5c3560c", "repoId": "OpenBMB/MiniCPM-V-4.7-1B-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"}
diff --git a/manifest.json b/manifest.json
index f479f7c347..63b2e6ef7b 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,22 +2,22 @@
   "agentVersion": "2026.10.18.1",
   "checksums": {
     ".modelhub_state/account_capacity.json": "bacaeb34aaa0d094f61dc04e31369b8a3445b90ef824f5162ea01554f13d38ac",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "ef52100c823956bb84f79963e39c7475e20761e94d8ff492b7f277b31cb6b46f",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "1af6b445cb244e6e131a31c30e27971bb79b543954bd0651e3248c72a3fbf47c",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "0d303976a2f7c3c0f6056fca16b5b1c22e79d0690c33231744dd40803d34819a",
-    ".modelhub_state/official_capabilities.json": "92d9ca178caf4b57b345730bdbeb25ffc4af0514e1727924f484af20d00423ca",
+    ".modelhub_state/market_intelligence.json": "5d97de27eb7b3da2b67a63b2b21561ebdf264b1a4f40dd7afe47523a81360007",
+    ".modelhub_state/official_capabilities.json": "79dab73188671e130f840d3041c9d56bf8ee7ef28dc13abed7d322c4d1a3e47f",
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "4be6c7b03bac1d013d0f8990ed2a327ea4d14260dcf80d1b4cddca3f28bf61ec",
-    ".modelhub_state/recovery_intents.jsonl": "8699bc96db5f0fa7a2522acab5fb218cde6c21bf0ba4c5721f3fd43cbe258c6a",
+    ".modelhub_state/recovery_intents.jsonl": "51e0e758b5b27b83bd92ff5267d3ffb31c87af2eca1a3dca14ba0cd4e010ab98",
     ".modelhub_state/routing_intelligence.json": "8b173cbed2b3c7620a8f578a6074c3492c70884cb9a44d1b00fb1dac5c7904ff",
     ".modelhub_state/submission_exclusions.jsonl": "82dd7fbfd3032db2be565c97c54f4fd7d9492d88caaad929890d7946696daa49",
     "ledger/submissions.jsonl": "b1edabb62840f45b91b90661cc6ebc457ce39a324ceaf2435acf5ed4a0c850f1",
     "outcomes/submissions.jsonl": "84a6d9f10fb6ff97ed7f7d4d3ee9ea4898a40e061fd2d422ebb4967604e91099"
   },
-  "generation": 217,
-  "phase": "result",
+  "generation": 218,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-19T06:03:17.340158+00:00",
+  "updatedAt": "2026-10-19T06:07:32.732150+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }