diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index cc0eb0f6a0..7f5c4ddbb3 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -525,7 +525,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-25T23:09:28.163025+00:00",
+  "generatedAt": "2026-10-25T23:11:04.741335+00:00",
   "summary": {
     "activeBlockCount": 26,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 3ded5125e8..211777d1c2 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-25T23:09:28.255512+00:00",
+  "generatedAt": "2026-10-25T23:11:04.857018+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 028dff04e2..e7a512091f 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-25T23:09:28.255512+00:00",
+  "catalogUpdatedAt": "2026-10-25T23:11:04.857018+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-25T23:09:28.255512+00:00",
+  "generatedAt": "2026-10-25T23:11:04.857018+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6467,6 +6467,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-25T23:09:28.255512+00:00",
+  "taskTreeUpdatedAt": "2026-10-25T23:11:04.857018+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 3a74da89e6..f215a25d0a 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3884,6 +3884,18 @@
 {"batchId": "5ebabbc87a864538aa2c69a535c3c2f5", "completedAt": "2026-10-25T22:46:51.458650+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T22:46:49.234054+00:00", "framework": "vllm_fix_tokenizer", "intentId": "3898d890298b4847b59471674dbbad93", "lastModified": "2026-10-21T17:04:56+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-25T23:09:33.399205+00:00", "repoId": "cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5791492", "taskType": "text-generation"}
 {"batchId": "3c2b60a64e6540df97130c652f097698", "completedAt": "2026-10-25T22:49:31.527493+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T22:49:29.292851+00:00", "framework": "vllm_fix_tokenizer", "intentId": "fc1f292a6f634831bdba3f135144bab4", "lastModified": "2026-10-21T16:38:25+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-25T23:09:33.397345+00:00", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5791537", "taskType": "text-generation"}
 {"batchId": "bffdf48556ed446482c287c92df3aa65", "completedAt": "2026-10-25T22:52:00.993897+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T22:51:58.617948+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d360c72fe420426a914cc694973b2a17", "lastModified": "2026-10-22T14:13:07+00:00", "modelAddress": "https://modelscope.cn/models/InternScience/Sage-A1.5", "reason": null, "reconciledAt": "2026-10-25T23:09:33.399202+00:00", "repoId": "InternScience/Sage-A1.5", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5791562", "taskType": "text-generation"}
+{"batchId": "39db3005c8f04577b15cb0dc1617a704", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:11:05.685332+00:00", "framework": "vllm_tokenizer_patch", "intentId": "5d0ad6aed6bd4c7b91c86cbef938af99", "lastModified": "2026-10-21T16:38:25+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "39db3005c8f04577b15cb0dc1617a704", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:11:05.685439+00:00", "framework": "vllm_tokenizer_patch", "intentId": "901d1fc30ac145d08f1ffc4d0b703142", "lastModified": "2026-10-21T16:41:10+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "39db3005c8f04577b15cb0dc1617a704", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:11:05.685481+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d0be6c21cf3b47a9a04e253b52a2403a", "lastModified": "2026-10-21T16:56:28+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/GLM-4.7-Flash-AWQ-4bit", "repoId": "cyankiwi/GLM-4.7-Flash-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
+{"batchId": "39db3005c8f04577b15cb0dc1617a704", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:11:05.685529+00:00", "framework": "vllm_fix_tokenizer", "intentId": "5c8d6e2522734445a4cc0dfccbd5f99f", "lastModified": "2026-10-25T14:40:45+00:00", "modelAddress": "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX", "repoId": "ukisai/Swift-1.5-4bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
+{"batchId": "39db3005c8f04577b15cb0dc1617a704", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:11:05.685574+00:00", "framework": "vllm_fix_tokenizer", "intentId": "93ce57f9e5ba449b9a40439a6eb35841", "lastModified": "2026-10-21T16:18:34+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Qwen3-30B-A3B-Thinking-2507-AWQ-4bit", "repoId": "cyankiwi/Qwen3-30B-A3B-Thinking-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
+{"batchId": "39db3005c8f04577b15cb0dc1617a704", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:11:05.685617+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d3535d53e9b146fda18b32ff7a73093f", "lastModified": "2026-10-25T13:17:58+00:00", "modelAddress": "https://modelscope.cn/models/ukisai/Swift-1.5-5bit-MLX", "repoId": "ukisai/Swift-1.5-5bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
+{"batchId": "39db3005c8f04577b15cb0dc1617a704", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:11:05.685660+00:00", "framework": "vllm_fix_tokenizer", "intentId": "606375c8fcdd4479b4ff825ca829eb68", "lastModified": "2026-10-21T16:21:36+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/AgentCPM-Report-AWQ-8bit", "repoId": "cyankiwi/AgentCPM-Report-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
+{"batchId": "39db3005c8f04577b15cb0dc1617a704", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:11:05.685703+00:00", "framework": "vllm_fix_tokenizer", "intentId": "6ef77ef0316948af923fde1b3ff00040", "lastModified": "2026-10-21T16:19:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "repoId": "cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
+{"batchId": "39db3005c8f04577b15cb0dc1617a704", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:11:05.685748+00:00", "framework": "vllm_fix_tokenizer", "intentId": "3dcb0e0e6d80476281b9a65cad6d1d61", "lastModified": "2026-10-21T16:38:24+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Instruct-2507-AWQ-8bit", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
+{"batchId": "39db3005c8f04577b15cb0dc1617a704", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:11:05.685791+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d0fa78e6002f4e6291dfebafadb968a6", "lastModified": "2026-10-21T17:19:00+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Hermes-4.3-36B-AWQ-4bit", "repoId": "cyankiwi/Hermes-4.3-36B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
+{"batchId": "39db3005c8f04577b15cb0dc1617a704", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:11:05.685834+00:00", "framework": "vllm_fix_tokenizer", "intentId": "52ac01920bae47d6812c062c8ac5a8d0", "lastModified": "2026-10-25T15:32:31+00:00", "modelAddress": "https://modelscope.cn/models/IFM/Jais-3-7B-FP8", "repoId": "IFM/Jais-3-7B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
+{"batchId": "39db3005c8f04577b15cb0dc1617a704", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:11:05.685877+00:00", "framework": "vllm_fix_tokenizer", "intentId": "98625a541d8c4f81b3930c2781b55ee5", "lastModified": "2026-10-21T17:12:48+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Thinking-2507-AWQ-4bit", "repoId": "cyankiwi/Qwen3-4B-Thinking-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
 {"batchId": "4333aae4e10f493c90f0da146482e145", "completedAt": "2026-10-25T23:09:31.475272+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:09:28.979107+00:00", "framework": "vllm_fix_tokenizer", "intentId": "e1447bf9debb4387bd9bb2d52f3d7773", "repoId": "cyankiwi/Qwen3-4B-Thinking-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
 {"batchId": "4333aae4e10f493c90f0da146482e145", "completedAt": "2026-10-25T23:09:31.475270+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:09:28.979065+00:00", "framework": "vllm_fix_tokenizer", "intentId": "8a20fa63657f482a8b11974afc62601c", "repoId": "IFM/Jais-3-7B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
 {"batchId": "4333aae4e10f493c90f0da146482e145", "completedAt": "2026-10-25T23:09:31.475267+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T23:09:28.979022+00:00", "framework": "vllm_fix_tokenizer", "intentId": "26ee84891ac34abfae56f7a25be4716c", "repoId": "cyankiwi/Hermes-4.3-36B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index ef2ac1acef..949afb75a0 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "58b5df197ebc1054f981063b99637ad0c27d4b103ba90885b63ff6924d733d4a",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "5a2d21fef9633a46bcdeec47349ef7e1c821b4f5734ebb6841a6da08c501a64e",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "654e6d682d6360295185af7113de4a3899b09c3f3406fa886e482fabb5c4c8a1",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "9fc244fe75c60e33a79572822d1cddbda13f78e01a1fa21db9ce035c0ec435dc",
-    ".modelhub_state/official_capabilities.json": "ecbea92c56de36b09e6f04b49093db89d94f60ef0b8d01c1f76bb9207901d62f",
+    ".modelhub_state/market_intelligence.json": "617b83227466581d4f629c17623c029e6373c76242b6aec66069ae1fa0932f3e",
+    ".modelhub_state/official_capabilities.json": "f7ddbbec8ee9dd8df2bba490a4386f5debf548bca67e953f7fc0f257a69e31b6",
     ".modelhub_state/outcome_checkpoint.json": "26cc3e1ed89d0a1255ad2087458bb12a96b70c1ba4b08a499f641d084c84c8bf",
     ".modelhub_state/queue_cleanup_latest.json": "e28c26157427a928ee747fd89a457485ab99701e42241159c4874e2f1c2f0aa7",
     ".modelhub_state/recent_outcomes.jsonl": "02b2d4db248c32e5d1c9b496faf7c6d82bf9100f0350d1dfb1cd2c1461078c10",
     ".modelhub_state/recovery_active_tasks.jsonl": "64dcae7428c18306501d2efb80969c5b09701380c3ecb5128c41549b7bbf234a",
-    ".modelhub_state/recovery_intents.jsonl": "c24c19499be0884556322e9e8eab0e84c9096245f49e1a3c7b7467da8151d62d",
+    ".modelhub_state/recovery_intents.jsonl": "89f484c1d2ebb31d0c1d8c3fe93b57a52b9012417a3607923cf78b896a92fac7",
     ".modelhub_state/routing_intelligence.json": "a71a18c4d409c9e6221c74104b58260eba533d1a32d31e1c6b6224ed84aae0aa",
     ".modelhub_state/submission_exclusions.jsonl": "3db506f4d37bc78a9069d6022969e3718fa3eb1dad129907c99f63d5a7300ba1",
     ".modelhub_state/worker_crashes.jsonl": "0fc6c3913ba6a3ff00019bfaff56ce222acc4b192a4ed26e7f61a0bec8699b05",
     "ledger/submissions.jsonl": "184577b74d3dce0f7a59fcb9a55596e570f2d613678bf8a6997a0c4d73a69228",
     "outcomes/submissions.jsonl": "66a2e1140c45acf78b5ac1b74e21f92e62046cc1aba41ff8dd431825574a7ee1"
   },
-  "generation": 37324,
-  "phase": "cycle",
+  "generation": 37325,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-25T23:09:33.640205+00:00",
+  "updatedAt": "2026-10-25T23:11:05.862212+00:00",
   "writerId": "7ff73e6204284f23bc2b88b7c29d21d9"
 }