diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 41cea6c73a..5b3a6297c9 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -3261,7 +3261,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-27T13:53:53.456928+00:00",
+  "generatedAt": "2026-09-27T13:59:33.459447+00:00",
   "summary": {
     "activeBlockCount": 164,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index ff2c097437..c833b80fa2 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-09-27T13:43:57.868379+00:00",
+  "communityAttemptedAt": "2026-09-27T14:00:31.250862+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-09-27T13:43:57.868379+00:00",
+  "communityUpdatedAt": "2026-09-27T14:00:31.250862+00:00",
   "frameworkAttemptedAt": "2026-09-27T11:27:14.277836+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -396,7 +396,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-27T13:58:29.499236+00:00",
+  "generatedAt": "2026-09-27T14:00:31.250862+00:00",
   "gpuStats": {
     "Ascend_910-b4": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 8b200a363b..2c22e56213 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-27T13:58:29.499236+00:00",
+  "catalogUpdatedAt": "2026-09-27T14:00:31.250862+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-09-27T13:58:29.499236+00:00",
+  "generatedAt": "2026-09-27T14:00:31.250862+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6488,6 +6488,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-09-27T13:58:29.499236+00:00",
+  "taskTreeUpdatedAt": "2026-09-27T14:00:31.250862+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index d4eeea81a5..0df3421c1b 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -2550,6 +2550,7 @@
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 {"batchId": "d80c5996172c485ba3db82f0ed34d979", "completedAt": "2026-09-27T10:23:52.110646+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-09-27T10:23:50.304966+00:00", "framework": "vllm_fix_tokenizer", "intentId": "c85cf963d3954293b0fb29a9ecfb7b94", "lastModified": "2026-09-27T05:41:43+00:00", "modelAddress": "https://modelscope.cn/models/FINAL-Bench/Darwin-27B-RSI", "reason": null, "reconciledAt": "2026-09-27T13:54:50.772411+00:00", "repoId": "FINAL-Bench/Darwin-27B-RSI", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5119577", "taskType": "text-generation"}
 {"batchId": "7dfff4ac7fb049978110c3e3a01b8030", "completedAt": "2026-09-27T13:45:39.211585+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-09-27T13:44:58.286855+00:00", "framework": "vllm_fix_tokenizer", "intentId": "00a5545fd4df410a9210b7174cc4cb13", "lastModified": "2026-09-27T13:41:58+00:00", "modelAddress": "https://modelscope.cn/models/Qwen/Qwen3Guard-Stream-0.6B", "reason": null, "reconciledAt": "2026-09-27T13:54:50.772177+00:00", "repoId": "Qwen/Qwen3Guard-Stream-0.6B", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5122549", "taskType": "text-generation"}
+{"batchId": "7b83ebc5c9594d989c2ea069963747dc", "configFingerprint": "533968aac3b9c90272dfbe2866791f782e077f0dceee5b6ffffce48ba6674a10", "configSource": "modelhub_live", "createdAt": "2026-09-27T14:01:40.563996+00:00", "framework": "vllm", "intentId": "e1348524182b4ae48cf2076ecdca7558", "lastModified": "2026-09-27T13:41:58+00:00", "modelAddress": "https://modelscope.cn/models/Qwen/Qwen3Guard-Stream-0.6B", "repoId": "Qwen/Qwen3Guard-Stream-0.6B", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "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 3b7541db55..be3807bc17 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": "f5f81f221292ced5f92a9470119c5c68694b5983c5339b5cae595a2b77b73477",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "26fbd7bc9190872bc06c033f28938921dbbf48d4519e58b9cd6f63bfd23ad6fd",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "1df5f84c92766ba0926c42de319a137541606f7d30f6e654fa45077a20f1b9f5",
-    ".modelhub_state/official_capabilities.json": "c5aa55e0d68be978605ce2271a844449cdb045598d23561e4f8a9135f56b5f6e",
+    ".modelhub_state/market_intelligence.json": "340bd1a0c34ddc05c53e1f720ebd4e8354406e5281dcc1bc9675e7bf4e536fc7",
+    ".modelhub_state/official_capabilities.json": "71c8444207b42c196acdf4c6a66bf4f93edd87d534736b6e3df89f876e6cb576",
     ".modelhub_state/outcome_checkpoint.json": "704adf4a0379763468a8a7ae588bdd62247269b6d02a1df9371abfc3faf5b849",
     ".modelhub_state/queue_cleanup_latest.json": "694bb6e81572a5a5f3e554e2c6eff62ff80ba911ec7f055a8070daa352e6f6d3",
     ".modelhub_state/recent_outcomes.jsonl": "29de8caa53d34c5cd69118aa9b7b19270cfeb5f2ed4f79592568a96e8c2790ab",
     ".modelhub_state/recovery_active_tasks.jsonl": "32a7b04f0904505ae4e22e4e3b95a33a8b477f9ed514a9f00047860a13f89e92",
-    ".modelhub_state/recovery_intents.jsonl": "4fa361bee971cb6dca7dd01559339ec2db72e6fc9a054c58f273c5df96cafa9c",
+    ".modelhub_state/recovery_intents.jsonl": "f37c723745a15560eb4f6a1a3e6a0bf030170a759144ed760a26f1bcd07004fb",
     ".modelhub_state/routing_intelligence.json": "940f3a27b4aa80bccab68a19868dfe16bdc2da61adca80cc729072db1147d4bf",
     ".modelhub_state/submission_exclusions.jsonl": "2cd0731cd4d31bc6d844f4f0a1e510e2fc839ca66f2ce07d2664110b33374799",
     ".modelhub_state/worker_crashes.jsonl": "8f862697b8c8286a6ac8130827f91487a3eb07ecaf4af7ee3de2915d925deb10",
     "ledger/submissions.jsonl": "d755fba92856e017c43d5eb270847de33b9fb6258ecf81f004f5dcee116b1aca",
     "outcomes/submissions.jsonl": "fb0c17c5c9574795191f3ea36c76f07e5199e2f71be8cee378390b07f96e152d"
   },
-  "generation": 17359,
-  "phase": "cycle",
+  "generation": 17360,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-09-27T13:58:30.127739+00:00",
+  "updatedAt": "2026-09-27T14:01:40.752237+00:00",
   "writerId": "6e8ddfbd92ca45ccaf79298516f8a6ea"
 }