diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 95a79a5907..e377f27a6e 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-19T06:23:50.863524+00:00",
+  "generatedAt": "2026-10-19T06:26:03.975410+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index bd6000fce6..5d46c7d8b6 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-19T06:23:50.863524+00:00",
+  "catalogUpdatedAt": "2026-10-19T06:26:03.975410+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-19T06:23:50.863524+00:00",
+  "generatedAt": "2026-10-19T06:26:03.975410+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6537,6 +6537,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-19T06:23:50.863524+00:00",
+  "taskTreeUpdatedAt": "2026-10-19T06:26:03.975410+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index f2961c2f52..8d01b2d652 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -7,6 +7,7 @@
 {"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": "2026-10-19T06:26:01.156529+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": "2026-10-19T06:26:01.155053+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"}
 {"agentVersion": "2026.10.18.1", "batchId": "87783e46fa954f75ad6d8342b9d15446", "completedAt": "2026-10-19T06:25:51.064030+00:00", "configFingerprint": "0b3aba8e880b5f6fa7b9aa817b9c4c2fbbfb0030e00a71272a9bebf44f0f76b5", "configSource": "modelhub_live", "createdAt": "2026-10-19T06:23:54.129483+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "57d7b7cf62b843c288378ac20283a484", "lastModified": "2026-10-19T05:18:14+00:00", "modelAddress": "https://modelscope.cn/models/OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "reason": null, "reconciledAt": "2026-10-19T06:26:01.156478+00:00", "repoId": "OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskId": "5645923", "taskType": "text-generation"}
+{"agentVersion": "2026.10.18.1", "batchId": "e8ebf9c5063c44b89f62d93114b6d41c", "configFingerprint": "02e187e3671a31235c75c7c9ad7c52e86e0476bdc3118ddf379ddb46a07261d1", "configSource": "modelhub_live", "createdAt": "2026-10-19T06:26:04.180530+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "6c85a55015c545eb8c688cf030962a2f", "lastModified": "2026-10-19T05:18:16+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": "791c665e7f3e4551a60e3056da73e194", "completedAt": "2026-10-19T06:20:56.273559+00:00", "configFingerprint": "0b3aba8e880b5f6fa7b9aa817b9c4c2fbbfb0030e00a71272a9bebf44f0f76b5", "configSource": "modelhub_live", "createdAt": "2026-10-19T06:17:38.461137+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "5030e838f1c24e59992dad6169c01930", "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": "44f10e23e6914a0dbe9315ad43dab0d9", "completedAt": "2026-10-19T06:14:29.360730+00:00", "configFingerprint": "0b3aba8e880b5f6fa7b9aa817b9c4c2fbbfb0030e00a71272a9bebf44f0f76b5", "configSource": "modelhub_live", "createdAt": "2026-10-19T06:12:37.167702+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "2ec5f0d6ad764de3b4bd6e43844f741a", "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": "b8de1c3c9ca64711a97e1a74e05efa19", "completedAt": "2026-10-19T06:09:27.086485+00:00", "configFingerprint": "0b3aba8e880b5f6fa7b9aa817b9c4c2fbbfb0030e00a71272a9bebf44f0f76b5", "configSource": "modelhub_live", "createdAt": "2026-10-19T06:07:32.687617+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "5f5fcefc18d94e11a0f74149810dc2be", "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 2e9558ede2..67a78d443c 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,20 +4,20 @@
     ".modelhub_state/account_capacity.json": "bacaeb34aaa0d094f61dc04e31369b8a3445b90ef824f5162ea01554f13d38ac",
     ".modelhub_state/architecture_compatibility_blacklist.json": "e3462eb711bce96bd339aac7552558ed78af42922ed0e6620bb4301820a88f5c",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "f3f96bcc84f54b548dc57e8697212b4e20993e13fed7e85546db49028d594ebf",
-    ".modelhub_state/official_capabilities.json": "40a1660bbbc7854f68fc434c5b04b8e816da46fd314f6f9bd2f2d98cce4f40a3",
+    ".modelhub_state/market_intelligence.json": "3ea6696be5fe547fefd4809ea40a025b777ea6e84f7dcc562b1faeb1abccf484",
+    ".modelhub_state/official_capabilities.json": "e1a5ce14905adf16910b93ee2d0f166f2a9965f61528fd46e7b7e869a2927334",
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "5673cc89b79469b1033191bd5161a04c875a05e3c2cc46221dde698562cf5f2a",
-    ".modelhub_state/recovery_intents.jsonl": "26dab1df4ab075b4c18b6ea9d70a43e1c233dc2116fcc6514015c3405f5b31fa",
+    ".modelhub_state/recovery_intents.jsonl": "bfd32d0e62c0a77a2208d7e9612faa3de7234df20b4ad1be5dc32e393ca4b22b",
     ".modelhub_state/routing_intelligence.json": "567b5e225ffa7da082917821a327f89097c3bf3143e6d3a83e5be9ad0f1bf300",
     ".modelhub_state/submission_exclusions.jsonl": "82dd7fbfd3032db2be565c97c54f4fd7d9492d88caaad929890d7946696daa49",
     "ledger/submissions.jsonl": "019021f42519903ec5099278eb4c691cf703453140fee0bc4070f02801544f48",
     "outcomes/submissions.jsonl": "a11c5563f70fee42a12a66cdf65d9451f0d1e5face85364e74ef7e5f7fcc6dc6"
   },
-  "generation": 227,
-  "phase": "cycle",
+  "generation": 228,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-19T06:26:01.207877+00:00",
+  "updatedAt": "2026-10-19T06:26:04.228157+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }