diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index e7668c5a47..ed1ea0a3af 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -2845,7 +2845,7 @@
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     }
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 7e3f46f0bb..7773ea981b 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -434,7 +434,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 93fe495f48..139c52df51 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
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@@ -56,7 +56,7 @@
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@@ -154,13 +154,13 @@
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-      "updatedAt": "2026-10-09T08:32:54.178369+00:00"
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-      "updatedAt": "2026-10-09T08:32:37.309572+00:00"
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-      "updatedAt": "2026-10-09T08:32:37.054157+00:00"
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-      "updatedAt": "2026-10-09T08:32:37.662533+00:00"
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-      "updatedAt": "2026-10-09T08:32:37.766236+00:00"
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-      "updatedAt": "2026-10-09T08:32:36.958215+00:00"
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-      "updatedAt": "2026-10-09T08:32:37.617368+00:00"
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         "text-to-image-generation",
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         "text-to-image-generation",
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         "text-to-image-generation",
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@@ -309,7 +309,7 @@
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@@ -317,7 +317,7 @@
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@@ -325,7 +325,7 @@
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     "https://modelscope.cn/models/AtomicChat/Ternary-Bonsai-2-27B-Abliterate-LoRA-GGUF|2026-09-23T18:59:55+00:00|Iluvatar_bi-150": {
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@@ -338,7 +338,7 @@
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-      "updatedAt": "2026-10-09T08:32:37.257714+00:00"
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     "https://modelscope.cn/models/AtomicChat/Ternary-Bonsai-2-27B-Abliterate-LoRA-GGUF|2026-09-23T18:59:55+00:00|Vastai_va16": {
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     "https://modelscope.cn/models/AtomicChat/Ternary-Bonsai-2-27B-Abliterate-LoRA-GGUF|2026-09-23T18:59:55+00:00|hygon_k100-ai": {
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@@ -382,7 +382,7 @@
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     "https://modelscope.cn/models/Cactus-Compute/needle3|2026-10-06T12:56:34+00:00|Iluvatar_bi-150": {
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     "https://modelscope.cn/models/Cactus-Compute/needle3|2026-10-06T12:56:34+00:00|Kunlunxin_p-800": {
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     "https://modelscope.cn/models/Cactus-Compute/needle3|2026-10-06T12:56:34+00:00|MetaX_c-500": {
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     "https://modelscope.cn/models/Cactus-Compute/needle3|2026-10-06T12:56:34+00:00|Mthreads_s4000": {
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@@ -463,13 +463,13 @@
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     "https://modelscope.cn/models/FINAL-Bench/POCKET-35B-GGUF|2026-09-25T14:03:02+00:00|Kunlunxin_p-800": {
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@@ -477,7 +477,7 @@
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@@ -485,7 +485,7 @@
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     "https://modelscope.cn/models/FINAL-Bench/POCKET-KR-GGUF|2026-09-25T12:54:58+00:00|Iluvatar_bi-150": {
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@@ -498,7 +498,7 @@
         "vision_classification",
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@@ -507,13 +507,13 @@
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-09T08:32:51.487519+00:00"
+      "updatedAt": "2026-10-09T08:37:02.450254+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-09T08:32:52.059839+00:00"
+      "updatedAt": "2026-10-09T08:37:03.225906+00:00"
     },
     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-09-30T08:56:32+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-09T08:32:31.760540+00:00"
+      "updatedAt": "2026-10-09T08:36:23.147124+00:00"
     }
   },
   "taskTree": [
@@ -6766,6 +6761,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-09T08:32:13.968665+00:00",
+  "taskTreeUpdatedAt": "2026-10-09T08:35:55.558741+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 93db1f4d26..f0e8d777ca 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3308,6 +3308,7 @@
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 {"batchId": "8d8d8b7800ab496db374e942368d4014", "completedAt": "2026-10-09T06:30:31.171007+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-09T06:28:17.373472+00:00", "framework": "vllm_tokenizer_patch", "intentId": "2fa71741a5914799af449455c92d5844", "lastModified": "2026-10-09T05:34:13+00:00", "modelAddress": "https://modelscope.cn/models/JavaFamily/corvus-gov-3B", "reason": null, "reconciledAt": "2026-10-09T08:25:52.778891+00:00", "repoId": "JavaFamily/corvus-gov-3B", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5395343", "taskType": "text-generation"}
 {"batchId": "28b59ed85cf847c5aa30d1f37ba8510e", "completedAt": "2026-10-09T06:51:12.647543+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-09T06:48:52.989739+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d1039ac785944cd3a38b011ee33cc26e", "lastModified": "2026-10-09T05:34:13+00:00", "modelAddress": "https://modelscope.cn/models/JavaFamily/corvus-gov-3B", "reason": null, "reconciledAt": "2026-10-09T08:25:52.778888+00:00", "repoId": "JavaFamily/corvus-gov-3B", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5395632", "taskType": "text-generation"}
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 {"batchId": "6aa7248a7b3546dba73bdb92d9a77079", "completedAt": "2026-10-07T20:18:36.848910+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-07T19:40:31.784067+00:00", "framework": "vllm_fix_tokenizer", "intentId": "2f0cb6ccdecc4316b55609675cbdd668", "repoId": "mlx-community/Ornith-1.5-9B-OptiQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
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 {"batchId": "6aa7248a7b3546dba73bdb92d9a77079", "completedAt": "2026-10-07T20:18:36.848900+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-07T19:40:31.783937+00:00", "framework": "vllm_fix_tokenizer", "intentId": "55a1a393950e454a964334b9ea2f0089", "repoId": "danish-foundation-models/DFM-Mimir-v1.5", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index dd4af8510d..86607b460f 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.22.1",
   "checksums": {
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "840bfa610ec8c6bcf4fef4c91af91ab7d750e99f7a9512aa28c45f4a9ec7c0ed",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "99898e6913d579a658f666a22fbd91c6cb4a23d604359187a963550dd4355a58",
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-    ".modelhub_state/market_intelligence.json": "9be1e0015742eb7a32a36f6e366a2df620bcc7ab6d656c3c37d0636cf62a6afa",
-    ".modelhub_state/official_capabilities.json": "88e17ffb9bb929718b1e010f316b9712934dbe7c725e7995ba2bd30c95cf35d8",
+    ".modelhub_state/market_intelligence.json": "ec35b723cbacbbdec375068aba521ffeae42eafe52b452882f2c100cb99e1c0f",
+    ".modelhub_state/official_capabilities.json": "c8baccd1d25a1fb426ccd7df4353722400f6292b39a867f4db75c0c0177e9b3c",
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     ".modelhub_state/recent_outcomes.jsonl": "3aae8721a9f4a81407a1238d4ec52c2dc4edec352148e435711ac1ee1f546ac0",
     ".modelhub_state/recovery_active_tasks.jsonl": "1fab91bfd44dccfbd2d9203b38111444d9eaefb25a0b9accea454efd882ca241",
-    ".modelhub_state/recovery_intents.jsonl": "d290081700f10016e187a74cb344f59897e16a8f666465e114512139b7ca57a8",
+    ".modelhub_state/recovery_intents.jsonl": "f9329fcbb847a8b751d38ae27b0018bce04badc7544257bf890169fde63cdd84",
     ".modelhub_state/routing_intelligence.json": "0dcb0d1832c1c6c4e844738078b5bdcd93abad140160750b2605a6d19d8e3561",
     ".modelhub_state/submission_exclusions.jsonl": "dca7091e8b1da8bf9b3ecb95fe573b2a41666601edf86cea13ce9ce738b9eb7b",
     ".modelhub_state/worker_crashes.jsonl": "b321ea3648ae6b322601ed30ef8c3b1da0f13612af1bde3a64b0d41dc18a7b9f",
     "ledger/submissions.jsonl": "13cfd139f02c9779eb8983cb9b8988d6d3f5413909d644b90e98613c80375660",
     "outcomes/submissions.jsonl": "a41060d0b93f490c1dd01896871a627bde0792f92a029bb0d97b4b8d9022d027"
   },
-  "generation": 22523,
-  "phase": "cycle",
+  "generation": 22524,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-09T08:33:02.163373+00:00",
+  "updatedAt": "2026-10-09T08:37:31.310394+00:00",
   "writerId": "dc0ce4714e0442da8f6b0a08a8a7cb03"
 }