diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 68a372cd01..52677ec944 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-25T17:04:50.147868+00:00",
+  "generatedAt": "2026-10-25T17:06:34.454334+00:00",
   "summary": {
     "activeBlockCount": 24,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 91a232b9f6..75c10b5733 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-25T17:04:50.262883+00:00",
+  "generatedAt": "2026-10-25T17:06:34.561206+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 3079ca7714..b2941400a7 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-25T17:04:50.262883+00:00",
+  "catalogUpdatedAt": "2026-10-25T17:06:34.561206+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-25T17:04:50.681458+00:00",
+  "generatedAt": "2026-10-25T17:06:34.561206+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6404,6 +6404,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-25T17:04:50.262883+00:00",
+  "taskTreeUpdatedAt": "2026-10-25T17:06:34.561206+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index dd2d23f5d3..1418cf042b 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3846,6 +3846,18 @@
 {"batchId": "f89fc4a5f4fb454cb8133fb2af18cc68", "completedAt": "2026-10-25T16:00:22.137459+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:00:20.398574+00:00", "framework": "vllm_tokenizer_patch", "intentId": "0e08ac3769b44e3b9ef81438c6e49427", "lastModified": "2026-10-21T15:51:34+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/granite-4.0-h-tiny-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-25T17:05:03.061267+00:00", "repoId": "cyankiwi/granite-4.0-h-tiny-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "5785577", "taskType": "text-generation"}
 {"batchId": "95fbd69ef23f445788df965e43fc4c98", "completedAt": "2026-10-25T16:01:22.686312+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:01:19.503279+00:00", "framework": "vllm_fix_tokenizer", "intentId": "319ee0af3b8e48298c6a05fa131bfd10", "lastModified": "2026-10-25T11:26:46+00:00", "modelAddress": "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P", "reason": null, "reconciledAt": "2026-10-25T17:05:03.060286+00:00", "repoId": "ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Vastai_va16", "taskId": "5785610", "taskType": "text-generation"}
 {"batchId": "dfcc7d3b56f5432cb796e6c081656d5a", "completedAt": "2026-10-25T16:02:32.089952+00:00", "configFingerprint": "71d6e16091ba0289f01acffc8e39bb8c25703488dc49b9e390e08951fe1f2b33", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:02:29.618576+00:00", "framework": "vllm", "intentId": "e3aa8402c21c4a1ab42a805109958f1b", "lastModified": "2026-10-21T16:25:00+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/DASD-4B-Thinking-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-25T17:05:03.060283+00:00", "repoId": "cyankiwi/DASD-4B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Iluvatar_mrv-100", "taskId": "5785631", "taskType": "text-generation"}
+{"batchId": "cad84adc49bc4e1d971aae8be36ae2e3", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:06:42.681994+00:00", "framework": "vllm_tokenizer_patch", "intentId": "cdce13b34e5b40799037be5d8558d667", "lastModified": "2026-10-21T15:40:57+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-8bit", "repoId": "cyankiwi/AgentCPM-Explore-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "cad84adc49bc4e1d971aae8be36ae2e3", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:06:42.682125+00:00", "framework": "vllm_tokenizer_patch", "intentId": "9d830e2d5a1243f0bc0a8c737c6c1c01", "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": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "cad84adc49bc4e1d971aae8be36ae2e3", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:06:42.682209+00:00", "framework": "vllm_tokenizer_patch", "intentId": "27eff2581c944cd0bfde457df1a02fee", "lastModified": "2026-10-21T16:02:35+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Hermes-4.3-36B-AWQ-8bit", "repoId": "cyankiwi/Hermes-4.3-36B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "cad84adc49bc4e1d971aae8be36ae2e3", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:06:42.682279+00:00", "framework": "vllm_tokenizer_patch", "intentId": "c6db90ff9f2848d98ecc3b615e73a0c4", "lastModified": "2026-10-25T15:33:35+00:00", "modelAddress": "https://modelscope.cn/models/IFM/Jais-3-3.7B-FP8", "repoId": "IFM/Jais-3-3.7B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "cad84adc49bc4e1d971aae8be36ae2e3", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:06:42.682347+00:00", "framework": "vllm_tokenizer_patch", "intentId": "8e38975efecb4ffcb13663cc5d57c062", "lastModified": "2026-10-21T15:42:33+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-8bit", "repoId": "cyankiwi/Olmo-3.1-32B-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "cad84adc49bc4e1d971aae8be36ae2e3", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:06:42.682415+00:00", "framework": "vllm_tokenizer_patch", "intentId": "f6f6655418324ea183eb0205e4c1e1e4", "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": "cad84adc49bc4e1d971aae8be36ae2e3", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:06:42.682482+00:00", "framework": "vllm_tokenizer_patch", "intentId": "999257fa8f0d40b1b16a10972ece77ac", "lastModified": "2026-10-21T16:31:43+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "cad84adc49bc4e1d971aae8be36ae2e3", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:06:42.682549+00:00", "framework": "vllm_tokenizer_patch", "intentId": "27f45fe3bd374e1fa37396d263853674", "lastModified": "2026-10-21T17:19:37+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-8bit", "repoId": "cyankiwi/KAT-Dev-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "cad84adc49bc4e1d971aae8be36ae2e3", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:06:42.682616+00:00", "framework": "vllm_tokenizer_patch", "intentId": "f7e4e374391348fbbba08515d6ec0813", "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": "cad84adc49bc4e1d971aae8be36ae2e3", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:06:42.682683+00:00", "framework": "vllm_fix_tokenizer", "intentId": "03b090f73b504d488065571186408fad", "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": "cad84adc49bc4e1d971aae8be36ae2e3", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:06:42.682763+00:00", "framework": "vllm_fix_tokenizer", "intentId": "52a24a936a624c91a328b797cbcae49f", "lastModified": "2026-10-21T16:07:50+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/GLM-4.7-Flash-REAP-23B-A3B-AWQ-4bit", "repoId": "cyankiwi/GLM-4.7-Flash-REAP-23B-A3B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
+{"batchId": "cad84adc49bc4e1d971aae8be36ae2e3", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:06:42.682840+00:00", "framework": "vllm_fix_tokenizer", "intentId": "e597dd7a424545b282dd9a1f17a3056a", "lastModified": "2026-10-21T15:40:39+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Qwen3-Coder-30B-A3B-Instruct-AWQ-4bit", "repoId": "cyankiwi/Qwen3-Coder-30B-A3B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Vastai_va16", "taskType": "text-generation"}
 {"batchId": "7e14c0f4f0d848a39ed83bf1d3852318", "completedAt": "2026-10-25T17:05:01.170532+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:04:57.932291+00:00", "framework": "vllm_fix_tokenizer", "intentId": "3834ccc712ba4bc29eed0875961dd27e", "repoId": "cyankiwi/Qwen3-Coder-30B-A3B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
 {"batchId": "7e14c0f4f0d848a39ed83bf1d3852318", "completedAt": "2026-10-25T17:05:01.170529+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:04:57.932247+00:00", "framework": "vllm_fix_tokenizer", "intentId": "dbf298deb0784486aa889089a57f10c1", "repoId": "cyankiwi/GLM-4.7-Flash-REAP-23B-A3B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Vastai_va16", "taskId": null, "taskType": "text-generation"}
 {"batchId": "7e14c0f4f0d848a39ed83bf1d3852318", "completedAt": "2026-10-25T17:05:01.170526+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-10-25T17:04:57.932201+00:00", "framework": "vllm_fix_tokenizer", "intentId": "e967c03ab762432298d25c62de5acbe8", "repoId": "cyankiwi/GLM-4.7-Flash-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 82eb15dc20..22d61a9d4c 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "4d8e921122b82cf4332d5063b9734672430e4ffb619ee0bf6837e799505a18fe",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "4ac6caa7785f80ac41866b7553aad252fc6f04d98bfc5c2a0f90d88341ad7bc7",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "eb34fe5d666e3a081156d398f4605eb46e6f56bccdfcf8588a878098af9d11a0",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "ac4ff4889081f1bbfd6f5b3841cbb4324382e03972e9963bd8ebf44d181b5586",
-    ".modelhub_state/official_capabilities.json": "a69d501e287fe99c404a2985fc488287ed62079f6cb0ff3b6af2439f07db60db",
+    ".modelhub_state/market_intelligence.json": "ab44a369fe8f8bbf9219af0fcac15b5bb301e747aafbf384c58eafe80ba3a205",
+    ".modelhub_state/official_capabilities.json": "a406e8c98af237a24ebd4b458535db52c03699cf2e994eae149e01a119e21eef",
     ".modelhub_state/outcome_checkpoint.json": "18be271e435591891f804072508d5796b7bd2bec2be2c1465593d9503ce5a040",
     ".modelhub_state/queue_cleanup_latest.json": "481cc7f008726d5a6d39d180fbd78f1bdf8a9127aa148f659ef2952b220688f3",
     ".modelhub_state/recent_outcomes.jsonl": "295d02cdd19aa31a8087903ff97272cbe6bc614847d4ab4126d783ee6e2c1e49",
     ".modelhub_state/recovery_active_tasks.jsonl": "529b09c406cf7ad88b2cdeff44956657a6a11c6714f161a5b2f373238b26bb41",
-    ".modelhub_state/recovery_intents.jsonl": "3cb1d402d80422f51fd1399350d184c177334306407ed77a31c07501946c0d64",
+    ".modelhub_state/recovery_intents.jsonl": "83063dc44648cb2befa7e9b093c55cbb32ceeed5b416ddb11bcbfca9868c273b",
     ".modelhub_state/routing_intelligence.json": "5061cf00c78fad7b6d1c05b1af407a09de73290af0546ea86f0f5821836480ad",
     ".modelhub_state/submission_exclusions.jsonl": "3db506f4d37bc78a9069d6022969e3718fa3eb1dad129907c99f63d5a7300ba1",
     ".modelhub_state/worker_crashes.jsonl": "0fc6c3913ba6a3ff00019bfaff56ce222acc4b192a4ed26e7f61a0bec8699b05",
     "ledger/submissions.jsonl": "25b99d324e5d55bbf572be31a733d1d61ea14077370bc289be1f3f48177fa911",
     "outcomes/submissions.jsonl": "56969960a91375b9c0b3e20354e8be3f36b21aa59b84122e2fd582684e6a3eaf"
   },
-  "generation": 36748,
-  "phase": "cycle",
+  "generation": 36749,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-25T17:05:03.277499+00:00",
+  "updatedAt": "2026-10-25T17:06:42.846610+00:00",
   "writerId": "7ff73e6204284f23bc2b88b7c29d21d9"
 }