diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index eaf6a165e9..4d52945cd4 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -434,7 +434,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-04T18:55:11.564502+00:00",
+  "generatedAt": "2026-10-04T18:58:34.576017+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 12b5ae30e2..3eeae4f072 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-04T18:55:11.564502+00:00",
+  "catalogUpdatedAt": "2026-10-04T18:58:34.576017+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-04T18:55:11.564502+00:00",
+  "generatedAt": "2026-10-04T18:58:34.576017+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6413,6 +6413,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-04T18:55:11.564502+00:00",
+  "taskTreeUpdatedAt": "2026-10-04T18:58:34.576017+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 62a9273c70..c9fa471fab 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -2693,6 +2693,7 @@
 {"batchId": "f080e6c52a01419faf86ef7c25efb6b0", "completedAt": "2026-10-03T19:12:17.015228+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-03T19:12:14.079992+00:00", "framework": "vllm-mlu", "intentId": "73a271af9f3d490182efdd017192cab2", "lastModified": "2026-10-03T18:52:06+00:00", "modelAddress": "https://modelscope.cn/models/LessThanThreeAI/Qwen3.8-27B-Humanlike-Chat-2.0-GPTQ-Int4", "reason": null, "reconciledAt": "2026-10-04T18:52:50.480432+00:00", "repoId": "LessThanThreeAI/Qwen3.8-27B-Humanlike-Chat-2.0-GPTQ-Int4", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "recovered_active", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "5264047", "taskType": "text-generation"}
 {"batchId": "3cefb7c4f2d34806a07a139e53bbd256", "completedAt": "2026-10-04T01:54:08.997071+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-04T01:52:21.091751+00:00", "framework": "vllm_fix_tokenizer", "intentId": "5d86c1ebc5364fa5806a6b876e7cbd8b", "lastModified": "2026-10-03T15:25:47+00:00", "modelAddress": "https://modelscope.cn/models/SC117/Ornith-1.0-35B-Heretic-MTP", "reason": null, "reconciledAt": "2026-10-04T18:52:50.480429+00:00", "repoId": "SC117/Ornith-1.0-35B-Heretic-MTP", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5270463", "taskType": "text-generation"}
 {"batchId": "2adc2e90477d48d7a40c07fb98ab6fb3", "completedAt": "2026-10-04T18:41:35.313675+00:00", "configFingerprint": "5f9f3c1607c4d592480a2bc6bf4bd3811708695139f6772f4b18a577c41a71ec", "configSource": "modelhub_live", "createdAt": "2026-10-04T18:39:57.296004+00:00", "framework": "vllm_tokenizer_patch", "intentId": "02632a5d05a648f398218c1ea61d76c3", "lastModified": "2026-10-04T18:30:07+00:00", "modelAddress": "https://modelscope.cn/models/bench-labs/cagliostro-v3.5", "reason": null, "reconciledAt": "2026-10-04T18:52:50.480426+00:00", "repoId": "bench-labs/cagliostro-v3.5", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5285150", "taskType": "text-generation"}
+{"batchId": "99080b96ede3465ea89dc4a96f3394bc", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-04T18:58:47.491493+00:00", "framework": "vllm_tokenizer_patch", "intentId": "1ba4e73b944d483da0548e8475ecb543", "lastModified": "2026-10-04T18:30:07+00:00", "modelAddress": "https://modelscope.cn/models/bench-labs/cagliostro-v3.5", "repoId": "bench-labs/cagliostro-v3.5", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
 {"batchId": "9544bf0548e54a8e93c3adfd9bffb52a", "completedAt": "2026-10-03T16:15:51.005765+00:00", "configFingerprint": "0d5bc82787a89d4313672808d1a8629a1fc675c91aa6a08865f770aa24447fbc", "configSource": "modelhub_live", "createdAt": "2026-10-03T16:13:49.532883+00:00", "framework": "vllm-patch-tokenizer", "intentId": "7f7cb1b51f944ac58018ee2e42ca61f7", "repoId": "mlx-community/LFM2.5-1.2B-Instruct-6bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "hygon_k100-ai", "taskId": null, "taskType": "text-generation"}
 {"batchId": "6ad67bedd5104b958247ed686fa4a8d7", "completedAt": "2026-09-29T14:16:48.925444+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-09-29T14:16:45.683768+00:00", "framework": "vllm_tokenizer_patch", "intentId": "ba30792e89b44ef5804d5f3613d7df71", "repoId": "nv-community/Qwen3.8-27B-NVFP4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
 {"batchId": "6ad67bedd5104b958247ed686fa4a8d7", "completedAt": "2026-09-29T14:16:48.925408+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-09-29T14:16:45.683638+00:00", "framework": "vllm_tokenizer_patch", "intentId": "69aec4d25f21464c860135eb90d77735", "repoId": "nv-community/NVIDIA-Nemotron-3-Nano-30B-A3B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 6d4a53bbc2..08b15845e9 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,22 +4,22 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "b31646a74780dd556e02955907ed0108dfae50632e7111eb50dc50b08a99a593",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "664bae1af43cf786205f3a7d70897eb13cef6b0099bf366e2b2c58c317c75a9d",
-    ".modelhub_state/official_capabilities.json": "350e4a079ff197a1baa80bff5bccba0da2f248534d46ee0060b0c9bbb38b708a",
+    ".modelhub_state/market_intelligence.json": "65f3ad35a2eba9a5b8ee049214cd71709b6e3e103293ddab389c4427ec8263ee",
+    ".modelhub_state/official_capabilities.json": "d4216dd071457d74afc98397bb5470a727b2538300dbae5a25fc4634b12489c5",
     ".modelhub_state/outcome_checkpoint.json": "34d1f940aef2187433e63e671b1a49e59a26d3ee1537ce8efae48a78e8028ddc",
     ".modelhub_state/queue_cleanup_latest.json": "ec46a79460084d2e9c115ffcb729d6af492c411abe9a039d33ed73d895f9a9f6",
     ".modelhub_state/recent_outcomes.jsonl": "74684e0cb636f08121ef1ea1446e52ebb2f1891266683fdcded66873c8d76476",
     ".modelhub_state/recovery_active_tasks.jsonl": "4d0c6f789c775fe89ab6ba143f0ce70c21ae3c82020de0c50b54c0d48aee4b60",
-    ".modelhub_state/recovery_intents.jsonl": "71773d0046fd25767f5742cb88e970825e2ebddb1cb6a7d0bc6e3481b58acc3c",
+    ".modelhub_state/recovery_intents.jsonl": "7565467f05b2b6d83b1622fd9caf5ebfa7eab7b17d69216e1f7b59f36e20ae9c",
     ".modelhub_state/routing_intelligence.json": "d67e87e37cbf08a9d14cff96bde618817ba83008657f92fc0fba5fa8bc844222",
     ".modelhub_state/submission_exclusions.jsonl": "8a533753b09639322718ffe59fad6a6f11e8cc3741d7be12085a149c97ca5507",
     ".modelhub_state/worker_crashes.jsonl": "50ffe2fb7a8d9d9967ff97b47af26f97753a0bbeae8a68113a221474751d9c2d",
     "ledger/submissions.jsonl": "6243c8fb000626f6addae6769b41c2d15e4ff9701ea1f8d9130d0903e6bc0239",
     "outcomes/submissions.jsonl": "98c3040f3dc0103729b03a48f0247892005e8ccb21adf09e94ee1530c6463d2b"
   },
-  "generation": 20539,
-  "phase": "cycle",
+  "generation": 20540,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-04T18:56:23.937750+00:00",
+  "updatedAt": "2026-10-04T18:58:47.626567+00:00",
   "writerId": "2a476b5b64aa45219c00032efc0102bb"
 }