diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 1158956491..dce82c6a7d 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -977,7 +977,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-31T16:34:12.054770+00:00",
+  "generatedAt": "2026-10-31T16:37:31.846344+00:00",
   "summary": {
     "activeBlockCount": 48,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index ad19c20aa4..4d88add5f7 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -461,7 +461,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-31T16:36:30.071568+00:00",
+  "generatedAt": "2026-10-31T16:37:33.825878+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 8b3897f77c..62a1d5628e 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-31T16:36:30.071568+00:00",
+  "catalogUpdatedAt": "2026-10-31T16:37:33.825878+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-31T16:36:30.071568+00:00",
+  "generatedAt": "2026-10-31T16:37:33.825878+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6586,6 +6586,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-31T16:36:30.071568+00:00",
+  "taskTreeUpdatedAt": "2026-10-31T16:37:33.825878+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 92afd54b3a..a692d89a13 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -171,6 +171,7 @@
 {"agentVersion": "2026.10.28.1", "batchId": "be4c465c69d94f3086e1a9c70e956589", "completedAt": "2026-10-31T14:00:50.935099+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-31T14:00:49.449047+00:00", "framework": "vllm-mlu", "instanceId": "87a9405264eb816066a7", "intentId": "50303f64230c47ee9fa35572ebbf4b35", "lastModified": "2026-10-31T13:46:42+00:00", "modelAddress": "https://modelscope.cn/models/ProCreations/Dory-Beam-4B", "reason": null, "reconciledAt": "2026-10-31T16:34:16.414507+00:00", "repoId": "ProCreations/Dory-Beam-4B", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "recovered_active", "strategyId": "9ace80d0-6764-4b98-89c8-4f744ac60080", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "5929924", "taskType": "text-generation"}
 {"agentVersion": "2026.10.28.1", "batchId": "f3509d9fe51146e2836b204d02ab94ce", "completedAt": "2026-10-31T14:16:38.598022+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-31T14:16:37.899480+00:00", "framework": "vllm_fix_tokenizer", "instanceId": "87a9405264eb816066a7", "intentId": "09722bf22cf4452b941da1096ab7afeb", "lastModified": "2026-10-31T13:46:42+00:00", "modelAddress": "https://modelscope.cn/models/ProCreations/Dory-Beam-4B", "reason": null, "reconciledAt": "2026-10-31T16:34:16.412983+00:00", "repoId": "ProCreations/Dory-Beam-4B", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "9ace80d0-6764-4b98-89c8-4f744ac60080", "targetGpu": "Vastai_va16", "taskId": "5930089", "taskType": "text-generation"}
 {"agentVersion": "2026.10.28.1", "batchId": "8113e5f53f794399b99f7d269c95564f", "completedAt": "2026-10-31T16:21:42.224835+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-31T16:21:41.018606+00:00", "framework": "vllm_fix_tokenizer", "instanceId": "87a9405264eb816066a7", "intentId": "48dcd8bec1064b1ebb308dcd92cef2b6", "lastModified": "2026-10-31T16:17:31+00:00", "modelAddress": "https://modelscope.cn/models/nanbeige/Nanbeige4.3-33B-INT4", "reason": null, "reconciledAt": "2026-10-31T16:34:16.414846+00:00", "repoId": "nanbeige/Nanbeige4.3-33B-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "9ace80d0-6764-4b98-89c8-4f744ac60080", "targetGpu": "Vastai_va16", "taskId": "5931916", "taskType": "text-generation"}
+{"agentVersion": "2026.10.28.1", "batchId": "77c3bb7150cc46ada39a57a76dd180bf", "configFingerprint": "1c0a4f69628b2a0ad37a6eee139a4c98afed7d8c93529a9ef42a90756e4e1940", "configSource": "modelhub_live", "createdAt": "2026-10-31T16:37:39.208528+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "87a9405264eb816066a7", "intentId": "e50ba85ed24f4755a5e5ec8c8d0e1141", "lastModified": "2026-10-31T16:17:31+00:00", "modelAddress": "https://modelscope.cn/models/nanbeige/Nanbeige4.3-33B-INT4", "repoId": "nanbeige/Nanbeige4.3-33B-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "strategyId": "9ace80d0-6764-4b98-89c8-4f744ac60080", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
 {"agentVersion": "2026.10.28.1", "batchId": "cf207740f10c456bbcc8e109fe6612c2", "completedAt": "2026-10-31T04:12:19.856621+00:00", "configFingerprint": "3f91abeea2bcc795ed46ea1a9afebc37151d0dda35821263f356e18eb28e6d7e", "configSource": "modelhub_live", "createdAt": "2026-10-31T04:10:54.698090+00:00", "framework": "llamacpp", "instanceId": "87a9405264eb816066a7", "intentId": "fea5006ec86e467bb889ae9c75de0e05", "repoId": "ShenRen1231/Spark-1.7B-DeepSeek-v4.1-Flash-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "strategyId": "9ace80d0-6764-4b98-89c8-4f744ac60080", "targetGpu": "Iluvatar_bi-150", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.28.1", "batchId": "cf207740f10c456bbcc8e109fe6612c2", "completedAt": "2026-10-31T04:12:19.856619+00:00", "configFingerprint": "4b73a1765322b337bd9f975f1b358172829acd11a3f1c4b0df4c4a8d475dfd22", "configSource": "modelhub_live", "createdAt": "2026-10-31T04:10:54.698037+00:00", "framework": "llamacpp", "instanceId": "87a9405264eb816066a7", "intentId": "8a33691a026e401ba149a9f91b854f1d", "repoId": "lightx2v/Qwen-Image-2.1-PE-T2I-GGUF-Q8_0", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "strategyId": "9ace80d0-6764-4b98-89c8-4f744ac60080", "targetGpu": "Iluvatar_bi-150", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.28.1", "batchId": "cf207740f10c456bbcc8e109fe6612c2", "completedAt": "2026-10-31T04:12:19.856616+00:00", "configFingerprint": "014e4c7848d2739d8b20b385d6b85827a2fc5723d3b5a17c03afbd67c56275d9", "configSource": "modelhub_live", "createdAt": "2026-10-31T04:10:54.697981+00:00", "framework": "llamacpp", "instanceId": "87a9405264eb816066a7", "intentId": "7d4ebffcb7e547e5a2176eeaddbb677a", "repoId": "GnLOLot/MiniCPM5-2B-Claude-Fable5-1-Thinking-Agentic-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "strategyId": "9ace80d0-6764-4b98-89c8-4f744ac60080", "targetGpu": "Iluvatar_bi-150", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index ae9c1a2518..bfdde67e2f 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,23 +2,23 @@
   "agentVersion": "2026.10.28.1",
   "checksums": {
     ".modelhub_state/account_capacity.json": "75992f8fc87bd43463ad6a2225d42d2ca55bf3279439823531261e6ae705f09c",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "4f4e0b63e1b9df89382da279e55863fcbc44d91f5c07cb1740ec11e7a948cee7",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "b1d9ee28148ce4e0897eb44dc3d408feb81ea6cd98f1366b8e0b0719d2b1ef34",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "093a7127ad03e31b8592e5501e4543f23c4a083bce208c1386a5f3f9e3e7fb1b",
-    ".modelhub_state/official_capabilities.json": "f3aebb6aa47c197f6bc21d5a8f5ce10cdf0a4c6d657567afe7d5de9ef2a6afb5",
+    ".modelhub_state/market_intelligence.json": "fce463ce2a4507c21be996873f42772501e9f4dd2fde963c6e45203ab911760c",
+    ".modelhub_state/official_capabilities.json": "9903b0c651265b922bf68e9b5b0e4a7eec0d1d878637b11ccd47b4f723c2754d",
     ".modelhub_state/outcome_checkpoint.json": "f9ac3f83fbdc0cb7ac7a56f19912ace45b4e7e55ec20b7757e7cf9348fc6d4fc",
     ".modelhub_state/recent_outcomes.jsonl": "904b824a052f0f4311e73435ce38c3c62019c18a202f4b1c0b84b5d795cd3bd1",
     ".modelhub_state/recovery_active_tasks.jsonl": "2cf781ef74e5b085e20bd3915a99bfb7ba095b652fe112d774aac72adf61e1de",
-    ".modelhub_state/recovery_intents.jsonl": "bfbe7622bad057fe6f53b3fb5142613ccba257496a4407aee02e5aa5d3e79d19",
+    ".modelhub_state/recovery_intents.jsonl": "2168aabf8b4fa4bb6df22d29a34072826854f6756bf5b9768e61dfa86e041834",
     ".modelhub_state/routing_intelligence.json": "32791193e5eca254fb3d4e503cca62f1afdb5cfd01a9b4f20ba5a4ec11403fee",
     ".modelhub_state/submission_exclusions.jsonl": "12d888d6bc44ea78a51b1fb42789d523e8937dfb377faa50a58746092c4cd33e",
     ".modelhub_state/worker_crashes.jsonl": "e7dea628c569977a7ab60a9bc69ee94dea2dc732d7c8397e37338a52aa80d97d",
     "ledger/submissions.jsonl": "3e6b81d455ef52a890ab4fe9a3bf3cee79f05d3f130156f9ae4611b1e54e8364",
     "outcomes/submissions.jsonl": "3033a16c169fbc69e95921bfcc00c2b8d7eb4736b5a2aab984eb4857d6246d1d"
   },
-  "generation": 17397,
-  "phase": "cycle",
+  "generation": 17398,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-31T16:36:30.538981+00:00",
+  "updatedAt": "2026-10-31T16:37:39.294500+00:00",
   "writerId": "b60d613251844af6b43636e34287be85"
 }