diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index d7735f8d52..2f8e3f8176 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-25T09:20:15.633025+00:00",
+  "generatedAt": "2026-10-25T09:21:13.745702+00:00",
   "summary": {
     "activeBlockCount": 24,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 406c4375aa..cd05da1ed9 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-25T09:20:15.753365+00:00",
+  "generatedAt": "2026-10-25T09:21:13.863448+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 6410550ea5..721ee2112f 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-25T09:20:15.753365+00:00",
+  "catalogUpdatedAt": "2026-10-25T09:21:13.863448+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-25T09:20:22.287085+00:00",
+  "generatedAt": "2026-10-25T09:21:13.863448+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6202,6 +6202,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-25T09:20:15.753365+00:00",
+  "taskTreeUpdatedAt": "2026-10-25T09:21:13.863448+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 6f979d21b0..a2fe564da6 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3818,6 +3818,18 @@
 {"batchId": "ff056303094b4a07ba9c1b95c7767bc3", "completedAt": "2026-10-25T07:09:14.318969+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T07:09:11.995775+00:00", "framework": "vllm_fix_tokenizer", "intentId": "dfacf96cec434d80b4771ba4de1b691f", "lastModified": "2026-10-24T12:01:13+00:00", "modelAddress": "https://modelscope.cn/models/kakarotter/calix", "reason": null, "reconciledAt": "2026-10-25T09:20:27.274057+00:00", "repoId": "kakarotter/calix", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5775023", "taskType": "text-generation"}
 {"batchId": "cb0e55bdd9604b6ea99538d87123023c", "completedAt": "2026-10-25T07:10:07.955116+00:00", "configFingerprint": "ab71f5b6f1f951bd7138e3540ab336b83cc96a774071c9d567b977c2e909eec3", "configSource": "modelhub_live", "createdAt": "2026-10-25T07:10:05.704943+00:00", "framework": "llamacpp", "intentId": "3cf6f6c0af08480aa0cbea9efb57f7c4", "lastModified": "2026-10-21T18:27:55+00:00", "modelAddress": "https://modelscope.cn/models/prithivMLmods/XHToken-Spark-X2.6-4B-GGUF", "reason": null, "reconciledAt": "2026-10-25T09:20:27.274054+00:00", "repoId": "prithivMLmods/XHToken-Spark-X2.6-4B-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "targetGpu": "Mthreads_s4000", "taskId": "5775036", "taskType": "text-generation"}
 {"batchId": "72d776dab2854a21b11bdeb2953bc301", "completedAt": "2026-10-25T09:20:25.027950+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T09:20:22.570577+00:00", "framework": "vllm_tokenizer_patch", "intentId": "3e9c3d40af3f40078851b221e4a70d54", "lastModified": "2026-10-21T17:00:21+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/LFM2-8B-A1B-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-25T09:20:27.272740+00:00", "repoId": "cyankiwi/LFM2-8B-A1B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "5776685", "taskType": "text-generation"}
+{"batchId": "4d7ec90cece34891a22a4e5b762f5ed5", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T09:21:14.463191+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e016b8c534524e7987fe282c4da0f593", "lastModified": "2026-10-21T16:56:28+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit", "repoId": "cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "4d7ec90cece34891a22a4e5b762f5ed5", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T09:21:14.463303+00:00", "framework": "vllm_tokenizer_patch", "intentId": "9d1197c946784018a4213c3c17fab0de", "lastModified": "2026-10-21T17:08:03+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit", "repoId": "cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "4d7ec90cece34891a22a4e5b762f5ed5", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T09:21:14.463346+00:00", "framework": "vllm_tokenizer_patch", "intentId": "cfb0d02941294204810d7309d6607cc4", "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": "4d7ec90cece34891a22a4e5b762f5ed5", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T09:21:14.463386+00:00", "framework": "vllm_fix_tokenizer", "intentId": "43387dac65db480dbf4ca97d1c90d24b", "lastModified": "2026-10-21T19:51:23+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-3-Super-120B-A12B-AWQ-4bit", "repoId": "cyankiwi/NVIDIA-Nemotron-3-Super-120B-A12B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "4d7ec90cece34891a22a4e5b762f5ed5", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T09:21:14.463434+00:00", "framework": "vllm_fix_tokenizer", "intentId": "8d09401003544c189db64468ed808ffb", "lastModified": "2026-10-21T17:03:19+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiniCPM-SALA-AWQ-4bit", "repoId": "cyankiwi/MiniCPM-SALA-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "4d7ec90cece34891a22a4e5b762f5ed5", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T09:21:14.463478+00:00", "framework": "vllm_fix_tokenizer", "intentId": "22d6cf275a8e4fa7bb703d97ea350010", "lastModified": "2026-10-22T14:13:07+00:00", "modelAddress": "https://modelscope.cn/models/InternScience/Sage-A1.5", "repoId": "InternScience/Sage-A1.5", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "4d7ec90cece34891a22a4e5b762f5ed5", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T09:21:14.463522+00:00", "framework": "vllm_fix_tokenizer", "intentId": "5fc5a3099c384b8d8aa64c9853902fff", "lastModified": "2026-10-21T16:56:31+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "repoId": "cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "4d7ec90cece34891a22a4e5b762f5ed5", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T09:21:14.463565+00:00", "framework": "vllm_fix_tokenizer", "intentId": "65ba1b2090e44baaac84827fb94ed89b", "lastModified": "2026-10-21T16:25:01+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-REAP-139B-A10B-AWQ-4bit", "repoId": "cyankiwi/MiniMax-M2.1-REAP-139B-A10B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "4d7ec90cece34891a22a4e5b762f5ed5", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T09:21:14.463608+00:00", "framework": "vllm_fix_tokenizer", "intentId": "72b7d27371c0474f98ce4774876cb151", "lastModified": "2026-10-21T19:49:11+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-8bit", "repoId": "cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "4d7ec90cece34891a22a4e5b762f5ed5", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T09:21:14.463651+00:00", "framework": "vllm_fix_tokenizer", "intentId": "01c23ff1c28b4c50b8361218920a2177", "lastModified": "2026-10-21T17:04:56+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit", "repoId": "cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "4d7ec90cece34891a22a4e5b762f5ed5", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T09:21:14.463695+00:00", "framework": "vllm_fix_tokenizer", "intentId": "9c2e3ca909a04fd19362ab624d276590", "lastModified": "2026-10-21T17:24:35+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit", "repoId": "cyankiwi/Orchestrator-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "4d7ec90cece34891a22a4e5b762f5ed5", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T09:21:14.463739+00:00", "framework": "vllm_fix_tokenizer", "intentId": "a0ca589d8bb84434bbeb75a025eaeb86", "lastModified": "2026-10-21T17:21:32+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Solar-Open-100B-AWQ-4bit", "repoId": "cyankiwi/Solar-Open-100B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
 {"batchId": "72d776dab2854a21b11bdeb2953bc301", "completedAt": "2026-10-25T09:20:25.027979+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T09:20:22.570939+00:00", "framework": "vllm_fix_tokenizer", "intentId": "ffd8f6ebb2f74506ad26bceb13107820", "repoId": "cyankiwi/Orchestrator-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "72d776dab2854a21b11bdeb2953bc301", "completedAt": "2026-10-25T09:20:25.027976+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T09:20:22.570895+00:00", "framework": "vllm_fix_tokenizer", "intentId": "44b232af28ae492a9450cdc31bb3ad76", "repoId": "cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "72d776dab2854a21b11bdeb2953bc301", "completedAt": "2026-10-25T09:20:25.027972+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T09:20:22.570849+00:00", "framework": "vllm_fix_tokenizer", "intentId": "28e4b8c532c740139684d2f4115cc7b4", "repoId": "cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 6ea28ae35a..cbbc8c8984 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "d4a74866d4a2be489940bae00f52695edd46f369122471a8b733f6968fb5bd70",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "4ec067469a2b5d63c656021427c1acc888153ca08589b69f1e50a44db6857c4d",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "bb594439710831823464b168419e3b7663d50995226b6012e3b8644d972dae95",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "b2fa495217f7a4f2b3719134b1abb2e3a60974dc26b102fbfb248281c774b3c8",
-    ".modelhub_state/official_capabilities.json": "04ecb3a0cbca8e89c95d4d8a049bd56dd2032b091a76c27b9db7b89b9720d831",
+    ".modelhub_state/market_intelligence.json": "07450a6d8a4fcd6fd89b7dbf6a19aa5788ab3f4d759cf5fe1d4ff01c2d6f23b6",
+    ".modelhub_state/official_capabilities.json": "f7d16d43d0f06eedaee361eecc0fb63c32ddbcfec410c44c7193093693162db7",
     ".modelhub_state/outcome_checkpoint.json": "24e57c87f7c3daf226d71b2bca9ae98185ca1051e3ba7b89381bedaccd20cfa3",
     ".modelhub_state/queue_cleanup_latest.json": "f15064e296338b59cf5c3f811b65220d085441e2df72782bf8768f8ba78e9ef4",
     ".modelhub_state/recent_outcomes.jsonl": "f2bf55e84fb382c2a4e1519919c32a8f629ce9fc550e070348dcf4f980b9e43d",
     ".modelhub_state/recovery_active_tasks.jsonl": "4ca796b1fcaf1c8b1602915fe7ba9f60fb8259addb6ef022d63b43e26e8f371a",
-    ".modelhub_state/recovery_intents.jsonl": "0e7c6a1402ffc2b0d3311816f1b29ae0ff813cba898a2fa7b877e7a692d468fb",
+    ".modelhub_state/recovery_intents.jsonl": "82cf6ecbf5582d3622757aba35e43422d137e2d96207785e6f6f445af874a3cb",
     ".modelhub_state/routing_intelligence.json": "86a1baf1c3d3f1b04158468b96137e5d8ac6040ffbd18c0f8f3ccc817bc83631",
     ".modelhub_state/submission_exclusions.jsonl": "ec0164a066e590a129ed69be5c4279284ccf1a85230e402be88754b03203581d",
     ".modelhub_state/worker_crashes.jsonl": "3527d86c4fe5a43e8c0b1158e6f24e748474fce5a149c696caf4a1da895ac64a",
     "ledger/submissions.jsonl": "d18401bcbd3b74f506ec71b53fa78b9620d5ce57bc0454349f237d17a257e37b",
     "outcomes/submissions.jsonl": "1df3b286c943d76488630d078fe795d64f28e484719ad539d1c39fa001dcde8b"
   },
-  "generation": 35955,
-  "phase": "cycle",
+  "generation": 35956,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-25T09:20:27.518713+00:00",
+  "updatedAt": "2026-10-25T09:21:14.653904+00:00",
   "writerId": "750e06ff79b245419d079bcf827fbb45"
 }