diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 8290df9e7a..1bf2b6018b 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -3280,7 +3280,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-28T18:59:29.163811+00:00",
+  "generatedAt": "2026-09-28T19:07:18.564704+00:00",
   "summary": {
     "activeBlockCount": 165,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index c04db74ba3..553d247656 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -396,7 +396,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-28T19:05:22.051244+00:00",
+  "generatedAt": "2026-09-28T19:07:18.626605+00:00",
   "gpuStats": {
     "Ascend_910-b4": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index f12dc4a434..01e7694d93 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-28T19:05:22.051244+00:00",
+  "catalogUpdatedAt": "2026-09-28T19:07:18.626605+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-09-28T19:05:28.322254+00:00",
+  "generatedAt": "2026-09-28T19:07:18.626605+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6596,6 +6596,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-09-28T19:05:22.051244+00:00",
+  "taskTreeUpdatedAt": "2026-09-28T19:07:18.626605+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index a33f5e5b7b..374ffe4cd6 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -2562,6 +2562,8 @@
 {"batchId": "e6eef45184ec476cb058c6b4addb18e7", "completedAt": "2026-09-28T18:50:53.605162+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-09-28T18:49:42.381017+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e8bfebdc92244e7c864f561d6e3b8cf7", "lastModified": "2026-09-28T18:39:34+00:00", "modelAddress": "https://modelscope.cn/models/peculiar-ragdoll/Sharp-MiniCPM5-2B-MLX-oQ6e", "reason": null, "reconciledAt": "2026-09-28T19:07:14.872355+00:00", "repoId": "peculiar-ragdoll/Sharp-MiniCPM5-2B-MLX-oQ6e", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5154462", "taskType": "text-generation"}
 {"batchId": "6a2a87a76b754ef9bfe7e5c8ecae1652", "completedAt": "2026-09-28T19:07:06.685858+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-09-28T19:05:42.266199+00:00", "framework": "vllm_tokenizer_patch", "intentId": "8cc8b9d7ec694d8fa9bd634f73d2286e", "lastModified": "2026-09-28T19:03:37+00:00", "modelAddress": "https://modelscope.cn/models/juspay/xor-lite", "reason": null, "reconciledAt": "2026-09-28T19:07:14.872864+00:00", "repoId": "juspay/xor-lite", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5154635", "taskType": "text-generation"}
 {"batchId": "6a2a87a76b754ef9bfe7e5c8ecae1652", "completedAt": "2026-09-28T19:07:06.685882+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-09-28T19:05:42.266319+00:00", "framework": "vllm_fix_tokenizer", "intentId": "c5a8e29b36454b1f911247e71feb71a5", "lastModified": "2026-09-28T18:59:54+00:00", "modelAddress": "https://modelscope.cn/models/juspay/xor-nvfp4", "reason": null, "reconciledAt": "2026-09-28T19:07:14.872608+00:00", "repoId": "juspay/xor-nvfp4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5154636", "taskType": "text-generation"}
+{"batchId": "1a5736eabe8746a9b337605d5d70e2be", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-09-28T19:07:19.192813+00:00", "framework": "vllm_fix_tokenizer", "intentId": "f5bdaf0f9581427d8fc385bebde3c18d", "lastModified": "2026-09-28T18:40:17+00:00", "modelAddress": "https://modelscope.cn/models/BananaMind/TernaryBananaMind-10M", "repoId": "BananaMind/TernaryBananaMind-10M", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
+{"batchId": "1a5736eabe8746a9b337605d5d70e2be", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-09-28T19:07:19.192932+00:00", "framework": "vllm_fix_tokenizer", "intentId": "742e95fcaa51496195da2626687856f0", "lastModified": "2026-09-28T18:39:34+00:00", "modelAddress": "https://modelscope.cn/models/peculiar-ragdoll/Sharp-MiniCPM5-2B-MLX-oQ6e", "repoId": "peculiar-ragdoll/Sharp-MiniCPM5-2B-MLX-oQ6e", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
 {"batchId": "179e9ecfe35348deb44f3c5be7efe247", "completedAt": "2026-09-26T04:54:18.911541+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-09-26T04:54:16.299502+00:00", "framework": "vllm_fix_tokenizer", "intentId": "f015fa059f0d4b85abd1ea1620d3a8cd", "repoId": "mlx-community/LFM2.5-1.2B-Instruct-6bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
 {"batchId": "f9c8240154db42b398dacf34696c5086", "completedAt": "2026-09-24T11:26:48.472659+00:00", "configFingerprint": "1c0a4f69628b2a0ad37a6eee139a4c98afed7d8c93529a9ef42a90756e4e1940", "configSource": "modelhub_live", "createdAt": "2026-09-24T11:26:46.008294+00:00", "framework": "vllm_tokenizer_patch", "intentId": "10a1c592a9ee4f11bef9a65c25835867", "repoId": "mlx-community/LFM2.5-1.2B-Instruct-6bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "72ad98bd76b64878af3b85496f9b4f2a", "completedAt": "2026-09-24T03:18:53.744906+00:00", "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configSource": "modelhub_live", "createdAt": "2026-09-24T03:18:52.675723+00:00", "framework": "vllm-mlu", "intentId": "bc91c43bd85e44bda5e2f46293875f01", "repoId": "mlx-community/LFM2.5-1.2B-Instruct-6bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "uniqueness_rejected", "targetGpu": "Cambricon_mlu-370-x8", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 5e36af5014..42cbd326a5 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.22.1",
   "checksums": {
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "01460c5234e22902eb81870c8510d580931a81a922f5c306bc94c5cebbdf5b1b",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "fc8b0002c717e61aa175c8bf1ee6363182097d09e2326f54c4ab6c3d0150bfb2",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "bfa0078ed897de9d1dd62778be42ade79caabebaecff59e9971231a0ad2ab0c5",
-    ".modelhub_state/official_capabilities.json": "a6a9a1aff6344160e01b851cd5a670f7aa03a6a17c2acee08a6f42bb1c504374",
+    ".modelhub_state/market_intelligence.json": "a4bf12a86a5a66d4856ab69f9c443d4a07bdbc61756bcb602520705c523dd2cd",
+    ".modelhub_state/official_capabilities.json": "ba9da9c13a1b1ca706c328438ed19cb5aa8f24b208a8f1d3888fc19e99a0aa84",
     ".modelhub_state/outcome_checkpoint.json": "e283151c263f1abf50b5be76c85381ce7bb12a2f62e7e107169584d7a8cc1eca",
     ".modelhub_state/queue_cleanup_latest.json": "d09d9940cc3b3be17208fe9c9249cf654886f748a0e8ae3d2c99fbf473612f1f",
     ".modelhub_state/recent_outcomes.jsonl": "1dbde9c4996b0dbc395b2b06ede89ee01d228323012054151eb598a3995b826e",
     ".modelhub_state/recovery_active_tasks.jsonl": "c7f670399b97c2dfc2770eae2f620b2e890d48ec1bd1a41cd25ea4aace5100e5",
-    ".modelhub_state/recovery_intents.jsonl": "00a089cf95655db4015dc9850ef6059a14057b85b03be93a174c0b5a00776370",
+    ".modelhub_state/recovery_intents.jsonl": "eaf72153e46387420d8364382ccf2a671fe282ad9eba153b8e4cdde6eac573f8",
     ".modelhub_state/routing_intelligence.json": "64ddc72c7e12eac3ba8f39a977a828f5087140e2adffaacebe9964ab4aecfe32",
     ".modelhub_state/submission_exclusions.jsonl": "2cd0731cd4d31bc6d844f4f0a1e510e2fc839ca66f2ce07d2664110b33374799",
     ".modelhub_state/worker_crashes.jsonl": "05bcde79076023fd20785b8270312f776430b95a2d4322ee53ef24e354c39f06",
     "ledger/submissions.jsonl": "aeaf916b47471b85da1d68614ba654489a73b33f08563c33acf8901ffc9a6f85",
     "outcomes/submissions.jsonl": "b40c68c77c4779d672db9e5157ed288dae46535a6920d6be09d79e9b7794bb87"
   },
-  "generation": 18021,
-  "phase": "cycle",
+  "generation": 18022,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-09-28T19:07:15.046645+00:00",
+  "updatedAt": "2026-09-28T19:07:19.319002+00:00",
   "writerId": "9d958b95ce4146c9939da0f14b9201ff"
 }