diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 29ce810f7a..33b00ba0a5 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-25T15:58:27.342741+00:00",
+  "generatedAt": "2026-10-25T16:00:11.545965+00:00",
   "summary": {
     "activeBlockCount": 24,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index b377c12465..4c90384185 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-25T15:58:27.453111+00:00",
+  "generatedAt": "2026-10-25T16:00:11.653902+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 41e9d15d3f..dfe54c012f 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-25T15:58:27.453111+00:00",
+  "catalogUpdatedAt": "2026-10-25T16:00:11.653902+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-25T15:58:27.453111+00:00",
+  "generatedAt": "2026-10-25T16:00:11.653902+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6550,6 +6550,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-25T15:58:27.453111+00:00",
+  "taskTreeUpdatedAt": "2026-10-25T16:00:11.653902+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 128a5209f9..2b0664fd6b 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3837,6 +3837,18 @@
 {"batchId": "b437e6b7e1f24346a42fd166ea601230", "completedAt": "2026-10-25T15:08:35.780688+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:08:33.297324+00:00", "framework": "vllm_tokenizer_patch", "intentId": "855b11810b144065a8a652d98570576d", "lastModified": "2026-10-21T17:24:35+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-25T15:58:40.163574+00:00", "repoId": "cyankiwi/Orchestrator-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5784820", "taskType": "text-generation"}
 {"batchId": "4eb25fcb9c434c7c9fe65d5958925321", "completedAt": "2026-10-25T15:14:24.743219+00:00", "configFingerprint": "71d6e16091ba0289f01acffc8e39bb8c25703488dc49b9e390e08951fe1f2b33", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:14:22.421946+00:00", "framework": "vllm", "intentId": "dda19bf70fc54df291e681d07309b6eb", "lastModified": "2026-10-22T01:37:07+00:00", "modelAddress": "https://modelscope.cn/models/RecursiveSI/flint-int4", "reason": null, "reconciledAt": "2026-10-25T15:58:40.163981+00:00", "repoId": "RecursiveSI/flint-int4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Iluvatar_mrv-100", "taskId": "5784912", "taskType": "text-generation"}
 {"batchId": "47545abb344842a0a66a84a1defcc9e6", "completedAt": "2026-10-25T15:52:05.653826+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:52:03.313591+00:00", "framework": "vllm-mlu", "intentId": "3f95d52c20c746f9894a38f39a41a5f4", "lastModified": "2026-10-25T15:32:31+00:00", "modelAddress": "https://modelscope.cn/models/IFM/Jais-3-7B-FP8", "reason": null, "reconciledAt": "2026-10-25T15:58:40.163977+00:00", "repoId": "IFM/Jais-3-7B-FP8", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "recovered_active", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "5785478", "taskType": "text-generation"}
+{"batchId": "f89fc4a5f4fb454cb8133fb2af18cc68", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:00:20.398044+00:00", "framework": "vllm_tokenizer_patch", "intentId": "f7d55027e2044c2eba2c7a8195c0f391", "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": "MetaX_c-500", "taskType": "text-generation"}
+{"batchId": "f89fc4a5f4fb454cb8133fb2af18cc68", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:00:20.398168+00:00", "framework": "vllm_tokenizer_patch", "intentId": "0042b25a5e824668900ea8c6d97ac9fd", "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": "MetaX_c-500", "taskType": "text-generation"}
+{"batchId": "f89fc4a5f4fb454cb8133fb2af18cc68", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:00:20.398231+00:00", "framework": "vllm-mlu", "intentId": "51b9b79fa9ae41908c9d17ca437e7285", "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": {"dtype": "-", "gpuNum": 1}, "status": "pending", "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation"}
+{"batchId": "f89fc4a5f4fb454cb8133fb2af18cc68", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:00:20.398290+00:00", "framework": "vllm-mlu", "intentId": "96cd39eaa0c240d69a1294c78666aac8", "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": {"dtype": "-", "gpuNum": 1}, "status": "pending", "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation"}
+{"batchId": "f89fc4a5f4fb454cb8133fb2af18cc68", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:00:20.398342+00:00", "framework": "vllm_tokenizer_patch", "intentId": "62eb743abcd244a0b623a1511a049684", "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": "f89fc4a5f4fb454cb8133fb2af18cc68", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:00:20.398382+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b28822de6c664d4d98760156a05b65df", "lastModified": "2026-10-25T15:10:11+00:00", "modelAddress": "https://modelscope.cn/models/IFM/Jais-3-MoVA-36B-A4B-FP8", "repoId": "IFM/Jais-3-MoVA-36B-A4B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "f89fc4a5f4fb454cb8133fb2af18cc68", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:00:20.398422+00:00", "framework": "vllm_tokenizer_patch", "intentId": "f4c813a471844b178a782cf16cf8f6f6", "lastModified": "2026-10-25T15:26:39+00:00", "modelAddress": "https://modelscope.cn/models/IFM/Jais-3-32B-FP8", "repoId": "IFM/Jais-3-32B-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "f89fc4a5f4fb454cb8133fb2af18cc68", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:00:20.398460+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a83e5acad09f44a083eedabf7a80415f", "lastModified": "2026-10-21T15:53:43+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-4bit", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "f89fc4a5f4fb454cb8133fb2af18cc68", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:00:20.398498+00:00", "framework": "vllm_tokenizer_patch", "intentId": "bde904db2998402e87867202631de964", "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": "f89fc4a5f4fb454cb8133fb2af18cc68", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:00:20.398535+00:00", "framework": "vllm_tokenizer_patch", "intentId": "64925a396a724fb4a95e8ea8f3781691", "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": "f89fc4a5f4fb454cb8133fb2af18cc68", "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", "repoId": "cyankiwi/granite-4.0-h-tiny-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "f89fc4a5f4fb454cb8133fb2af18cc68", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T16:00:20.398612+00:00", "framework": "vllm_tokenizer_patch", "intentId": "978eaf7b32664fc5b36240a5e1765676", "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": "0675f09553014ad2b0dfa3c0045eb940", "completedAt": "2026-10-25T15:58:38.268118+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:58:35.842737+00:00", "framework": "vllm_tokenizer_patch", "intentId": "703bf12dae9447fc9ffcdf8f00d76f2a", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "0675f09553014ad2b0dfa3c0045eb940", "completedAt": "2026-10-25T15:58:38.268114+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:58:35.842699+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e239d7fe71a64b1f94863a0b79f3c82f", "repoId": "cyankiwi/granite-4.0-h-tiny-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "0675f09553014ad2b0dfa3c0045eb940", "completedAt": "2026-10-25T15:58:38.268111+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:58:35.842661+00:00", "framework": "vllm_tokenizer_patch", "intentId": "6f0e4f436442479aa2d51cd8c433269b", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 74afb6a86f..d737ca08a9 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "c5982309794f74dcfbec428b7117549144ea758bc5d3273fe8f28861b9288fe2",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "54af5896934f7aef263cfe393629d7dea9e84a4e76f65fff90ed1f4f0c596517",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "3843ca889c560c4515f1f57e928ff2a53dc33bbffe93ab451379ab1aa1af5a78",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "c0ed1f3dd0ab3f1de56bfce572fe20739ac480eb6b38a51615dfd63b628a6c1b",
-    ".modelhub_state/official_capabilities.json": "2aed72d6b4fdc89662ae35e2dbfa7a0d487fa1c6bcf9639389ad6390bc723434",
+    ".modelhub_state/market_intelligence.json": "ca7ae660ce94de797cda352c62c5123d3f68d26aef58e5ae2a07e00ce482b488",
+    ".modelhub_state/official_capabilities.json": "0b8ea41d4e58b3c5acdb4b15b03da7acb8ca1b5156761d7200e7aa2e27a2a032",
     ".modelhub_state/outcome_checkpoint.json": "18be271e435591891f804072508d5796b7bd2bec2be2c1465593d9503ce5a040",
     ".modelhub_state/queue_cleanup_latest.json": "5e6385451ba16c7dd7646282a87fdf786c1d685dd4c2013dd9db51059196526d",
     ".modelhub_state/recent_outcomes.jsonl": "295d02cdd19aa31a8087903ff97272cbe6bc614847d4ab4126d783ee6e2c1e49",
     ".modelhub_state/recovery_active_tasks.jsonl": "3290e0dc7455b88144817b69e5810c8a3e55ff1d2aeb589fd459322005541878",
-    ".modelhub_state/recovery_intents.jsonl": "9e5933a1f4085fca54759c734b7943f116ec9861c05b6b3e4f704a6fd4a8f38d",
+    ".modelhub_state/recovery_intents.jsonl": "fd8af2f95a0a8aa2480ed6d4894671c244d075a695038db86df93ca57e7b9c68",
     ".modelhub_state/routing_intelligence.json": "ef6d9f038b8b1be00af516da92b1316b42f10ee503cbb67de8bf5474e9b73063",
     ".modelhub_state/submission_exclusions.jsonl": "3db506f4d37bc78a9069d6022969e3718fa3eb1dad129907c99f63d5a7300ba1",
     ".modelhub_state/worker_crashes.jsonl": "0fc6c3913ba6a3ff00019bfaff56ce222acc4b192a4ed26e7f61a0bec8699b05",
     "ledger/submissions.jsonl": "0bb2b2785e76afde50eff05480fcf72b54c02f3ff716b4b6a28833c211028ef5",
     "outcomes/submissions.jsonl": "85140b6b475363d2d6a8cbafa62af80844f65a13eca4ae1a6f49c42256d36a07"
   },
-  "generation": 36663,
-  "phase": "cycle",
+  "generation": 36664,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-25T15:58:40.385893+00:00",
+  "updatedAt": "2026-10-25T16:00:20.558308+00:00",
   "writerId": "7ff73e6204284f23bc2b88b7c29d21d9"
 }