diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index de55921466..3cb6356f15 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -611,7 +611,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-21T20:44:28.770518+00:00",
+  "generatedAt": "2026-10-21T20:46:06.641905+00:00",
   "summary": {
     "activeBlockCount": 30,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index c788328501..128813819a 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-21T20:44:28.886223+00:00",
+  "generatedAt": "2026-10-21T20:46:06.787273+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 0338b36cfd..2eaef4d3ee 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-21T20:44:28.886223+00:00",
+  "catalogUpdatedAt": "2026-10-21T20:46:06.787273+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-21T20:44:28.886223+00:00",
+  "generatedAt": "2026-10-21T20:46:06.787273+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6570,6 +6570,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-21T20:44:28.886223+00:00",
+  "taskTreeUpdatedAt": "2026-10-21T20:46:06.787273+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index e1089230c5..cd0b1113cd 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3690,6 +3690,18 @@
 {"batchId": "9c505c9d159f4f8495bc5e31e8bb24b0", "completedAt": "2026-10-21T18:42:34.650485+00:00", "configFingerprint": "a1180a720dd471c32059d347c8965c5b18df1ca663ca61c609333bb476be5117", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:42:32.111209+00:00", "framework": "llamacpp", "intentId": "f325a603297d4a3e9b0ed6bc55a7280c", "lastModified": "2026-10-21T18:16:46+00:00", "modelAddress": "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF", "reason": null, "reconciledAt": "2026-10-21T20:44:35.240442+00:00", "repoId": "AtomicChat/Qwen3.5-9B-DFlash-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "hygon_k100-ai", "taskId": "5699676", "taskType": "text-generation"}
 {"batchId": "5bb2c5352b644790992acdf3f4f523ff", "completedAt": "2026-10-21T19:49:02.957262+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:48:50.055809+00:00", "framework": "vllm_tokenizer_patch", "intentId": "933b46fdd9a54b24a06b04b46a445f54", "lastModified": "2026-10-19T18:03:21+00:00", "modelAddress": "https://modelscope.cn/models/cpatonn-mirror/granite-4.0-h-tiny-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-21T20:44:35.237470+00:00", "repoId": "cpatonn-mirror/granite-4.0-h-tiny-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5700656", "taskType": "text-generation"}
 {"batchId": "8cc63beaf5e54bc8bb49ea0a3d28f49f", "completedAt": "2026-10-21T20:17:02.769542+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-21T20:16:58.974122+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b7b45aff30164d63b1c4cb44486fd379", "lastModified": "2026-10-21T16:46:52+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Seed-OSS-36B-Instruct-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-21T20:44:35.238759+00:00", "repoId": "cyankiwi/Seed-OSS-36B-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5701026", "taskType": "text-generation"}
+{"batchId": "6557345921524e9fb9392ec53e5c2258", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-21T20:46:07.475571+00:00", "framework": "vllm_tokenizer_patch", "intentId": "47a30ee842c143e1b3b6a8bcd64f0356", "lastModified": "2026-10-21T16:31:51+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-4bit", "repoId": "cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
+{"batchId": "6557345921524e9fb9392ec53e5c2258", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-21T20:46:07.475714+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e4de66b0ea714114b15c944d37c18d75", "lastModified": "2026-10-21T19:08:10+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-8bit", "repoId": "cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
+{"batchId": "6557345921524e9fb9392ec53e5c2258", "configFingerprint": "705b8b3614c86a1ac722c97f43e177e84ca20282e9799fffb1b890510d641728", "configSource": "modelhub_live", "createdAt": "2026-10-21T20:46:07.475797+00:00", "framework": "llamacpp", "intentId": "d83892973d8b4a3e9a3b299d3938c56c", "lastModified": "2026-10-21T18:16:46+00:00", "modelAddress": "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF", "repoId": "AtomicChat/Qwen3.5-9B-DFlash-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "6557345921524e9fb9392ec53e5c2258", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T20:46:07.475893+00:00", "framework": "vllm_tokenizer_patch", "intentId": "effe9e1098ab41c88eb20192f8049c8b", "lastModified": "2026-10-21T16:33:24+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Instruct-2507-AWQ-4bit", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "6557345921524e9fb9392ec53e5c2258", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T20:46:07.476034+00:00", "framework": "vllm_tokenizer_patch", "intentId": "39b3d8e73110455d8a754696bf0127f0", "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}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "6557345921524e9fb9392ec53e5c2258", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T20:46:07.476127+00:00", "framework": "vllm_tokenizer_patch", "intentId": "066433e6c6a94b64ab182ee092a296b3", "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}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "6557345921524e9fb9392ec53e5c2258", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T20:46:07.476229+00:00", "framework": "vllm_tokenizer_patch", "intentId": "cfc2e97538304fcebd97aa3b0eca7e87", "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}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "6557345921524e9fb9392ec53e5c2258", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T20:46:07.476317+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d99c29911807405e815d6b471a9869d0", "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}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "6557345921524e9fb9392ec53e5c2258", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T20:46:07.476405+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d6a279a43c2c4fd39a060e22aae3a5c7", "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}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "6557345921524e9fb9392ec53e5c2258", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T20:46:07.476472+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d4d7d599dd10437d84837353105156ae", "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}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "6557345921524e9fb9392ec53e5c2258", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T20:46:07.476522+00:00", "framework": "vllm_tokenizer_patch", "intentId": "2aae6600071641b28e37d7d0e6426a96", "lastModified": "2026-10-21T16:49:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "repoId": "cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "6557345921524e9fb9392ec53e5c2258", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T20:46:07.476570+00:00", "framework": "vllm_tokenizer_patch", "intentId": "20ad3a7802e2460b8cbc45333f3d2dd6", "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}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
 {"batchId": "3bb8966d9e634c54bfc9d7a9ea63d14d", "completedAt": "2026-10-21T20:44:32.195882+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T20:44:29.700388+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b79d8d1ea428421c9821d94cfa885157", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "3bb8966d9e634c54bfc9d7a9ea63d14d", "completedAt": "2026-10-21T20:44:32.195878+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T20:44:29.700340+00:00", "framework": "vllm_tokenizer_patch", "intentId": "47dcb73999274a169ea1b6291ece8fd5", "repoId": "cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "3bb8966d9e634c54bfc9d7a9ea63d14d", "completedAt": "2026-10-21T20:44:32.195874+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T20:44:29.700291+00:00", "framework": "vllm_tokenizer_patch", "intentId": "55cf4eb38f0040e781ef01972d483c17", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index c32dc6d049..049cc3da6c 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "e37a77eaad09a9b1461a8ed68c0f242197ba926c929f8570bfdfdf733d8119e3",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "1e7325b93e3496f80aa4566f5cff5d9a5dab12a6f15b982140f0b9e9b08b3711",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "9a1509dadb30b482a60fe165d989174aaefe467d5c274ca1846c86201d288b10",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "082a08d54c277cb5a8bfb4f8c680bbc4df96b73e717ea3e2742b8e410f71995c",
-    ".modelhub_state/official_capabilities.json": "ba4cadc073d37d73fc96eef848848b8838356607fadc41aa89ab18efb294626f",
+    ".modelhub_state/market_intelligence.json": "c47992382c78d3ea8da0cf1393ab49350406f7b72f226466eac0738c3db71246",
+    ".modelhub_state/official_capabilities.json": "1b83fb9a3abf1c625bd406d337d6ba2c445ece894688db8179a8332117c94dc2",
     ".modelhub_state/outcome_checkpoint.json": "7e44607286a99f3fb6c2f056245c12c6e1275bc87af991797d3221d177719c2c",
     ".modelhub_state/queue_cleanup_latest.json": "7b166c835c959d893d154af368c56271091deec3c0322dd26922969a80cb7cac",
     ".modelhub_state/recent_outcomes.jsonl": "74fb1f8e400bcb299a4caeb8344a95f58fefc0abec2d21be121be74f6f73d2f3",
     ".modelhub_state/recovery_active_tasks.jsonl": "82e1f1692b8b360818ab4b791635ff842fc5304df7659eddd211baf32c36a8e9",
-    ".modelhub_state/recovery_intents.jsonl": "8384ea3950b813887e94e1f39b6e7d88b2d56cc3614a75e1d4e2ad61b3d77a0d",
+    ".modelhub_state/recovery_intents.jsonl": "b1142f0eee68cf162f1aedc5a324750f78c4dd2d7f972f31b8048b12baa49d1f",
     ".modelhub_state/routing_intelligence.json": "c2aefb60e5ec3a2e85cfcef28e1d0b59cf379814511bfcd823632cf381435dcc",
     ".modelhub_state/submission_exclusions.jsonl": "e2677e09d968a0c44c65d7c030b9c8ea2c9d39dc378ce302c2a309ab54d600d9",
     ".modelhub_state/worker_crashes.jsonl": "7ec5c580696be9e252968d3b24d3fe50028c3bb63d0549fafeb5a34732dade21",
     "ledger/submissions.jsonl": "3114431f61c96a0f603c7847f36c67cfc3e81102d44a6beb8276200e5da4d169",
     "outcomes/submissions.jsonl": "c4b6280a9f2f5fb504eca9be3d86e2e3bb3f51930e351e5e1a9709be6f34327a"
   },
-  "generation": 27753,
-  "phase": "cycle",
+  "generation": 27754,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-21T20:44:35.481281+00:00",
+  "updatedAt": "2026-10-21T20:46:07.643403+00:00",
   "writerId": "d3d6980b05264495beb8a7e113a1076c"
 }