diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 14602cda6b..354aaa7624 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -506,7 +506,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-24T00:38:26.772271+00:00",
+  "generatedAt": "2026-10-24T00:40:10.368483+00:00",
   "summary": {
     "activeBlockCount": 25,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 1c74247df0..dc09ca56dc 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
-  "communityAttemptedAt": "2026-10-24T00:33:58.858868+00:00",
+  "communityAttemptedAt": "2026-10-24T00:40:10.465689+00:00",
   "communityError": "ModelHubAPIError: 分页大小不能超过100",
   "communitySample": {},
   "communityUpdatedAt": null,
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-24T00:38:26.866488+00:00",
+  "generatedAt": "2026-10-24T00:40:10.465689+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 5472db98c2..3079316c08 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-24T00:38:26.866488+00:00",
+  "catalogUpdatedAt": "2026-10-24T00:40:10.465689+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-24T00:38:26.866488+00:00",
+  "generatedAt": "2026-10-24T00:40:17.953171+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -3534,21 +3534,6 @@
       ],
       "updatedAt": "2026-10-23T23:53:13.366978+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.0-30B-AWQ-8bit|2026-10-21T15:09:27+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-23T23:53:07.451983+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.0-30B-AWQ-8bit|2026-10-21T15:09:27+00:00|Vastai_va16": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-23T23:53:07.418301+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.5-30B-AWQ-4bit|2026-10-21T17:16:44+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
@@ -4684,14 +4669,6 @@
       ],
       "updatedAt": "2026-10-23T23:53:08.155851+00:00"
     },
-    "https://modelscope.cn/models/hf/BennyDaBall-Mistral-44B-MoE-Patched-MLX-4bit-G64|2026-10-21T15:04:03+00:00|Ascend_910-b4": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-23T23:53:08.064317+00:00"
-    },
     "https://modelscope.cn/models/hf/BennyDaBall-Mistral-44B-MoE-Patched-MLX-4bit-G64|2026-10-21T15:04:03+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -4709,13 +4686,6 @@
       ],
       "updatedAt": "2026-10-23T23:53:08.186311+00:00"
     },
-    "https://modelscope.cn/models/hf/BennyDaBall-Mistral-44B-MoE-Patched-MLX-4bit-G64|2026-10-21T15:04:03+00:00|Mthreads_s4000": {
-      "taskTypes": [
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-23T23:53:07.962113+00:00"
-    },
     "https://modelscope.cn/models/hf/BennyDaBall-Mistral-44B-MoE-Patched-MLX-4bit-G64|2026-10-21T15:04:03+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
@@ -5781,6 +5751,35 @@
         "text-generation"
       ],
       "updatedAt": "2026-10-23T23:57:13.961063+00:00"
+    },
+    "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-24T00:34:29+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T00:40:17.953171+00:00"
+    },
+    "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-24T00:34:29+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T00:40:17.773225+00:00"
+    },
+    "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-24T00:34:29+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T00:40:17.660548+00:00"
+    },
+    "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-24T00:34:29+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T00:40:17.854030+00:00"
     }
   },
   "taskTree": [
@@ -6463,6 +6462,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-24T00:38:26.866488+00:00",
+  "taskTreeUpdatedAt": "2026-10-24T00:40:10.465689+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index c636fe22ba..9566c2c062 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3737,6 +3737,18 @@
 {"batchId": "b161c8b0cf074d4c8e172ff4c360f15d", "completedAt": "2026-10-24T00:34:04.793612+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T00:34:02.106698+00:00", "framework": "vllm_tokenizer_patch", "intentId": "59b748ebc4414a2e83a92b19acee9a75", "lastModified": "2026-10-21T16:49:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-24T00:38:38.281790+00:00", "repoId": "cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5749178", "taskType": "text-generation"}
 {"batchId": "b161c8b0cf074d4c8e172ff4c360f15d", "completedAt": "2026-10-24T00:34:04.793619+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T00:34:02.106823+00:00", "framework": "vllm_tokenizer_patch", "intentId": "37982ccf180143189e9d40c8cabf6355", "lastModified": "2026-10-21T16:31:43+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-24T00:38:38.280132+00:00", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5749179", "taskType": "text-generation"}
 {"batchId": "b161c8b0cf074d4c8e172ff4c360f15d", "completedAt": "2026-10-24T00:34:04.793624+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T00:34:02.106907+00:00", "framework": "vllm_tokenizer_patch", "intentId": "52873d65edff42adbbf837e838bd9b4f", "lastModified": "2026-10-21T17:09:55+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-24T00:38:38.279552+00:00", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5749180", "taskType": "text-generation"}
+{"batchId": "755e74f5cd11457baccbcbff15635f41", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T00:40:32.291095+00:00", "framework": "vllm_tokenizer_patch", "intentId": "40d58ef381e4492089ad1cb7c009bb7e", "lastModified": "2026-10-22T01:37:07+00:00", "modelAddress": "https://modelscope.cn/models/RecursiveSI/flint-int4", "repoId": "RecursiveSI/flint-int4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
+{"batchId": "755e74f5cd11457baccbcbff15635f41", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T00:40:32.291201+00:00", "framework": "vllm_tokenizer_patch", "intentId": "3d115ba6e0f14249a3a64af3c174eb22", "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": "755e74f5cd11457baccbcbff15635f41", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T00:40:32.291248+00:00", "framework": "vllm_tokenizer_patch", "intentId": "1b5ca52270174fe2864d3717787dc34b", "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": "MetaX_c-500", "taskType": "text-generation"}
+{"batchId": "755e74f5cd11457baccbcbff15635f41", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T00:40:32.291292+00:00", "framework": "vllm_tokenizer_patch", "intentId": "bce35084be524a39afb0b6f95f48de2d", "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": "MetaX_c-500", "taskType": "text-generation"}
+{"batchId": "755e74f5cd11457baccbcbff15635f41", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T00:40:32.291335+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e23aca9e6cd74ae7a4c62a5298f7c8a6", "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": "MetaX_c-500", "taskType": "text-generation"}
+{"batchId": "755e74f5cd11457baccbcbff15635f41", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T00:40:32.291377+00:00", "framework": "vllm_tokenizer_patch", "intentId": "592e30eda7ef4d38b3957e0edefd86aa", "lastModified": "2026-10-23T13:31:06+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/LFM2.5-8B-A1B-AWQ-INT4", "repoId": "cyankiwi/LFM2.5-8B-A1B-AWQ-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
+{"batchId": "755e74f5cd11457baccbcbff15635f41", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T00:40:32.291420+00:00", "framework": "vllm_tokenizer_patch", "intentId": "9da55d7e4464485c93dc6fc602b3314d", "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": "MetaX_c-500", "taskType": "text-generation"}
+{"batchId": "755e74f5cd11457baccbcbff15635f41", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T00:40:32.291463+00:00", "framework": "vllm_tokenizer_patch", "intentId": "4f3715e7dd9744e1bac885d5f8e32934", "lastModified": "2026-10-21T16:58:14+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-4bit", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
+{"batchId": "755e74f5cd11457baccbcbff15635f41", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-24T00:40:32.291505+00:00", "framework": "vllm_tokenizer_patch", "intentId": "8dc98d8466f84f278d6d1119b351546d", "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": "755e74f5cd11457baccbcbff15635f41", "configFingerprint": "705b8b3614c86a1ac722c97f43e177e84ca20282e9799fffb1b890510d641728", "configSource": "modelhub_live", "createdAt": "2026-10-24T00:40:32.291547+00:00", "framework": "llamacpp", "intentId": "f5d9eefbc8ce43c9b8eda06f89c2e73f", "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": "755e74f5cd11457baccbcbff15635f41", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-24T00:40:32.291600+00:00", "framework": "vllm_tokenizer_patch", "intentId": "5311b67789ad483580260257ebfa8a4f", "lastModified": "2026-10-24T00:34:29+00:00", "modelAddress": "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P", "repoId": "ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "755e74f5cd11457baccbcbff15635f41", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T00:40:32.291653+00:00", "framework": "vllm_tokenizer_patch", "intentId": "c6c3bd149f1c4fa690bbefc10bbeb6f4", "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, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
 {"batchId": "bb20a7f056034c90b7c7839b0b881082", "completedAt": "2026-10-24T00:38:31.138107+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T00:38:27.484693+00:00", "framework": "vllm_tokenizer_patch", "intentId": "eb8b8a1fa9784ea7a15b51a91af12177", "repoId": "cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "bb20a7f056034c90b7c7839b0b881082", "completedAt": "2026-10-24T00:38:31.138104+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-24T00:38:27.484654+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b769343aeb4344ed91f0de10761d05f4", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "bb20a7f056034c90b7c7839b0b881082", "completedAt": "2026-10-24T00:38:31.138101+00:00", "configFingerprint": "705b8b3614c86a1ac722c97f43e177e84ca20282e9799fffb1b890510d641728", "configSource": "modelhub_live", "createdAt": "2026-10-24T00:38:27.484600+00:00", "framework": "llamacpp", "intentId": "5f9b48fd79ac448c84b62fbaa23383a5", "repoId": "AtomicChat/Qwen3.5-9B-DFlash-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 291e0d7d33..41d14da609 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "336e455d27174646cb4d634b34f0ea69db14401fb752fa9a8f1932df3363e63a",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "87ca2248a1d5321f0227589b3481dd41a54cc8c9c81f71a9c5c79799bb6b57a5",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "b204bf98301d6b4d65e58dbb2fdbf2a34785380068c99c68f0547d7c4c709364",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "fdf89afdaa0a255d95da54a0416cf43a2f1f4ce845c69b4ec2e975571274c878",
-    ".modelhub_state/official_capabilities.json": "ff35db4cdc507e2df0d0bc5314feb7dd21100d4e474ff9d2117b61a465f32118",
+    ".modelhub_state/market_intelligence.json": "c94ab926f462c9ae41c5b12f5a9b063a1375e653496cc52faffb349837dfc3b1",
+    ".modelhub_state/official_capabilities.json": "7bdc3256ba20e8d465085e8a96ed4e40505d8b48cf77a7927cc95f562465e212",
     ".modelhub_state/outcome_checkpoint.json": "975aca991daf3a83cbce3798fdf80cdda0a441d794616d1b05ff570663cf26ce",
     ".modelhub_state/queue_cleanup_latest.json": "b9f4ab6b802f11fba1eac4aab36681bb1c55ca9ec453f998ff165c36b204bca4",
     ".modelhub_state/recent_outcomes.jsonl": "c86864152c81680d9b52f2d8dd585fb6b34855b70cf47c5ce1024b7c37e05c03",
     ".modelhub_state/recovery_active_tasks.jsonl": "e49d507a52e541b24e236631a4ab4f7bea4c1e8984f57e46e593f752891304e1",
-    ".modelhub_state/recovery_intents.jsonl": "e2c7be92acc860ac3f4fa8c25c217f2d8c34722d27ba7a5d54934ba28d74db91",
+    ".modelhub_state/recovery_intents.jsonl": "312d2573c2fe605ba0e00a428b6703cbfd876f6d05266574a3db2a6bfac906ea",
     ".modelhub_state/routing_intelligence.json": "b7f1326aac6ef9a3fbdf59e63eb0370d2ee1e793a86c74d301d0e1a4ea15f3f1",
     ".modelhub_state/submission_exclusions.jsonl": "3bb99a0a703cee6767cdaeed2e3d26480ebf6d1cb44552f40bf65c94d9ed58b1",
     ".modelhub_state/worker_crashes.jsonl": "420815fdc492b8e10445c82e3688a8a007acc9958c44b879b420768158b50deb",
     "ledger/submissions.jsonl": "891b1b94be9ba7a0fdc4d6bde82aa403911cadacb5a86eb867a997165c4de080",
     "outcomes/submissions.jsonl": "0a0819b61fe3634ec069c5c16ec2f34084816384129b03eb47343210b616451e"
   },
-  "generation": 32662,
-  "phase": "cycle",
+  "generation": 32663,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-24T00:38:38.504497+00:00",
+  "updatedAt": "2026-10-24T00:40:32.438118+00:00",
   "writerId": "0b3ec6eb8d2f4d0595f6b37ff80185c2"
 }