diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index f683b29b0f..a3bdf21e5b 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
       "taskType": "text-generation"
     }
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-  "generatedAt": "2026-10-25T18:12:12.636538+00:00",
+  "generatedAt": "2026-10-25T18:13:49.280910+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index c3cd59fab0..261f24ed6e 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
-  "communityAttemptedAt": "2026-10-25T18:08:32.353414+00:00",
+  "communityAttemptedAt": "2026-10-25T18:13:49.371881+00:00",
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@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-25T18:12:12.755017+00:00",
+  "generatedAt": "2026-10-25T18:13:49.371881+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index c1d55d2f8e..c3b9010c51 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-25T18:12:12.755017+00:00",
+  "catalogUpdatedAt": "2026-10-25T18:13:49.371881+00:00",
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     "text-generation"
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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-  "generatedAt": "2026-10-25T18:12:12.755017+00:00",
+  "generatedAt": "2026-10-25T18:13:50.081326+00:00",
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@@ -2772,14 +2772,6 @@
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-        "text-generation",
-        "visual-multi-modal"
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     "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit|2026-10-21T16:19:53+00:00|Iluvatar_mrv-100": {
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@@ -4878,14 +4870,6 @@
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-25T18:06:28.112717+00:00"
-    },
     "https://modelscope.cn/models/incoai/Qwen3.8-Flash-Next-DFlash2|2026-10-19T18:38:15+00:00|Iluvatar_bi-150": {
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@@ -5722,42 +5706,6 @@
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-    },
-    "https://modelscope.cn/models/shisa-ai/shisa-de-2.1-FP8-dynamic|2026-10-19T18:55:19+00:00|Cambricon_mlu-370-x4": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-25T18:06:28.019594+00:00"
-    },
-    "https://modelscope.cn/models/shisa-ai/shisa-de-2.1-FP8-dynamic|2026-10-19T18:55:19+00:00|Iluvatar_bi-150": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-25T18:06:28.079529+00:00"
-    },
-    "https://modelscope.cn/models/shisa-ai/shisa-de-2.1-FP8-dynamic|2026-10-19T18:55:19+00:00|Iluvatar_mrv-100": {
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-      "updatedAt": "2026-10-25T18:06:28.049338+00:00"
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     "https://modelscope.cn/models/shisa-ai/shisa-de-2.1-FP8-dynamic|2026-10-19T18:55:19+00:00|MetaX_c-500": {
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         "feature_emb",
@@ -6225,6 +6173,54 @@
         "text-generation"
       ],
       "updatedAt": "2026-10-25T18:08:33.106828+00:00"
+    },
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T17:58:19+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T18:13:50.081326+00:00"
+    },
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T17:58:19+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T18:13:49.912608+00:00"
+    },
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T17:58:19+00:00|Iluvatar_bi-150": {
+      "taskTypes": [
+        "asr",
+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T18:13:50.047038+00:00"
+    },
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T17:58:19+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T18:13:49.977967+00:00"
+    },
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T17:58:19+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T18:13:50.012675+00:00"
+    },
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-25T17:58:19+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T18:13:49.943928+00:00"
     }
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@@ -6907,6 +6903,6 @@
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-  "taskTreeUpdatedAt": "2026-10-25T18:12:12.755017+00:00",
+  "taskTreeUpdatedAt": "2026-10-25T18:13:49.371881+00:00",
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 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 301601f3a6..469489f087 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3848,6 +3848,18 @@
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diff --git a/manifest.json b/manifest.json
index 2314558235..2fb64a95ba 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
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-    ".modelhub_state/architecture_compatibility_blacklist.json": "b246b2bf73d66d1451f92805b0c08c14223d2636aab67d17ee15bc717dac43db",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "ec618ff5b7d607b1a09a2f86b0b6670923d028af0d586e7cad10bd28d12942c5",
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-    ".modelhub_state/market_intelligence.json": "986929b001b555fe0830841945dd50e21bd0276a0ef1c8a206233cb64b4e9e68",
-    ".modelhub_state/official_capabilities.json": "db41ef74d2a95c1523522077f082af2092e60f3bbb845b949103ff5aa7e69566",
+    ".modelhub_state/market_intelligence.json": "ff68ccff1a7cf709d6c3111c560422d7248f1d33c6cd4df02790bb816f6bafac",
+    ".modelhub_state/official_capabilities.json": "e2a86a34675edfb6cfc9fee4936f79eaad69f9d82bd502072a0092ac7735a07a",
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     ".modelhub_state/recovery_active_tasks.jsonl": "119340dfb0d41f303f73f88c6894436e9d8aae048a433a9d311cf08777c4a34b",
-    ".modelhub_state/recovery_intents.jsonl": "8d44bd9393507e9c299ca1576f83113872bb786750ea329c03c603c229deb234",
+    ".modelhub_state/recovery_intents.jsonl": "5a9e009e9f5293c4f7e6875cee72a1a220236d54418db9288cd0b33ec521de55",
     ".modelhub_state/routing_intelligence.json": "969ed6fe80a4353ba5324c90a99b01f0c79298f4399c29bdbff17270697b267c",
     ".modelhub_state/submission_exclusions.jsonl": "3db506f4d37bc78a9069d6022969e3718fa3eb1dad129907c99f63d5a7300ba1",
     ".modelhub_state/worker_crashes.jsonl": "0fc6c3913ba6a3ff00019bfaff56ce222acc4b192a4ed26e7f61a0bec8699b05",
     "ledger/submissions.jsonl": "8665dd29f35721ee8f978b3672e6c2bf36f49f5cec8826cbbe288affa2ed8399",
     "outcomes/submissions.jsonl": "e0bcfd640568fabcdf5548d772b52faec0a7a5c0e8d0321915134b6cc48f79a5"
   },
-  "generation": 36868,
-  "phase": "cycle",
+  "generation": 36869,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-25T18:12:18.103683+00:00",
+  "updatedAt": "2026-10-25T18:13:50.818324+00:00",
   "writerId": "7ff73e6204284f23bc2b88b7c29d21d9"
 }