diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index fa3408f2a9..f21a180d15 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -1071,7 +1071,7 @@
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 831b080ea1..9b6a5c66e9 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index c68644db66..e1ecb11ce3 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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@@ -197,6 +197,14 @@
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@@ -213,14 +221,6 @@
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@@ -244,6 +244,14 @@
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     "https://modelscope.cn/models/AtomicChat/Beam-1.0-501B-A23B-GGUF|2026-10-17T07:00:49+00:00|Ascend_910-b3": {
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@@ -291,6 +299,14 @@
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+    "https://modelscope.cn/models/AtomicChat/Beam-1.0-501B-A23B-GGUF|2026-10-17T07:00:49+00:00|hygon_k100-ai": {
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     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-20T15:30:29+00:00|Ascend_910-b3": {
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@@ -307,14 +323,6 @@
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@@ -324,12 +332,6 @@
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@@ -1592,6 +1491,14 @@
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       "updatedAt": "2026-10-21T05:34:02.687162+00:00"
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     "https://modelscope.cn/models/StartLuxAI/gdn-1.3b-isp-hybrid-3to1-50b|2026-10-19T07:32:17+00:00|Ascend_910-b3": {
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@@ -1631,6 +1538,14 @@
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+    "https://modelscope.cn/models/StartLuxAI/gdn-1.3b-isp-hybrid-3to1-50b|2026-10-19T07:32:17+00:00|hygon_k100-ai": {
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     "https://modelscope.cn/models/Teleportal/Qwen2.5-14B-self|2026-10-17T18:17:43+00:00|Ascend_910-b3": {
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@@ -1678,6 +1593,14 @@
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       "updatedAt": "2026-10-21T05:34:04.885003+00:00"
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+    "https://modelscope.cn/models/Teleportal/Qwen2.5-14B-self|2026-10-17T18:17:43+00:00|hygon_k100-ai": {
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@@ -1805,6 +1695,14 @@
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@@ -1852,6 +1750,14 @@
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+    "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-Intent-GGUF|2026-10-19T08:33:53+00:00|hygon_k100-ai": {
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     "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-Intent|2026-10-19T08:35:37+00:00|Ascend_910-b3": {
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@@ -1899,6 +1805,14 @@
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       "updatedAt": "2026-10-21T05:34:01.961804+00:00"
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+    "https://modelscope.cn/models/XingChen-AGI/Xing4.0-29B-Intent|2026-10-19T08:35:37+00:00|hygon_k100-ai": {
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     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-20T15:14:38+00:00|Ascend_910-b3": {
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       ],
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+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-20T15:14:38+00:00|hygon_k100-ai": {
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+    "https://modelscope.cn/models/bartowski/InternScience_MLExpert-GGUF|2026-10-19T08:58:27+00:00|hygon_k100-ai": {
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+    "https://modelscope.cn/models/bartowski/Ling-3.1-flash-GGUF|2026-10-17T16:05:08+00:00|hygon_k100-ai": {
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@@ -2134,6 +2066,14 @@
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+    "https://modelscope.cn/models/bartowski/LiquidAI_LFM2.5-24B-A2B-GGUF|2026-10-17T15:52:58+00:00|hygon_k100-ai": {
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@@ -2244,6 +2184,14 @@
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+    "https://modelscope.cn/models/bartowski/togethercomputer_HybridAgent-14B-Agentic-GGUF|2026-10-19T08:24:39+00:00|hygon_k100-ai": {
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@@ -2322,6 +2270,14 @@
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+    "https://modelscope.cn/models/cpatonn-mirror/GLM-4.5-Air-AWQ-4bit|2026-10-19T16:30:46+00:00|hygon_k100-ai": {
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+      "updatedAt": "2026-10-21T06:08:32.628101+00:00"
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@@ -2416,6 +2372,14 @@
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+    "https://modelscope.cn/models/cpatonn-mirror/Hermes-4-70B-AWQ-8bit|2026-10-19T17:25:36+00:00|hygon_k100-ai": {
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+      "updatedAt": "2026-10-21T06:08:31.556958+00:00"
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@@ -2447,6 +2411,14 @@
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+    "https://modelscope.cn/models/cpatonn-mirror/Jan-v1-2509-AWQ-4bit|2026-10-19T16:44:42+00:00|hygon_k100-ai": {
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+      "updatedAt": "2026-10-21T06:08:32.443681+00:00"
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@@ -2478,6 +2450,14 @@
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+    "https://modelscope.cn/models/cpatonn-mirror/Jan-v1-4B-AWQ-4bit|2026-10-19T16:53:59+00:00|hygon_k100-ai": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:08:32.443415+00:00"
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@@ -2503,6 +2483,14 @@
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       "updatedAt": "2026-10-21T05:35:56.479406+00:00"
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+    "https://modelscope.cn/models/cpatonn-mirror/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit|2026-10-19T16:59:08+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:08:32.265011+00:00"
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@@ -2569,6 +2557,14 @@
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       "updatedAt": "2026-10-21T05:34:00.217076+00:00"
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+    "https://modelscope.cn/models/cpatonn-mirror/Qwen3-30B-A3B-Thinking-2507-AWQ-8bit|2026-10-19T16:26:03+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:08:32.631953+00:00"
+    },
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@@ -2670,6 +2666,14 @@
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       "updatedAt": "2026-10-21T05:35:56.198571+00:00"
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+    "https://modelscope.cn/models/cpatonn-mirror/Qwen3-4B-Thinking-2507-AWQ-4bit|2026-10-19T17:09:46+00:00|hygon_k100-ai": {
+      "taskTypes": [
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:08:32.123540+00:00"
+    },
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@@ -2707,6 +2711,14 @@
       ],
       "updatedAt": "2026-10-21T05:33:58.471199+00:00"
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+    "https://modelscope.cn/models/cpatonn-mirror/Qwen3-Coder-30B-A3B-Instruct-AWQ|2026-10-19T17:47:47+00:00|hygon_k100-ai": {
+      "taskTypes": [
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:08:31.407013+00:00"
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@@ -2754,6 +2766,14 @@
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       "updatedAt": "2026-10-21T05:34:00.285049+00:00"
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+    "https://modelscope.cn/models/cpatonn-mirror/Qwen3-Next-80B-A3B-Instruct-AWQ-8bit|2026-10-19T16:42:31+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:08:32.444024+00:00"
+    },
     "https://modelscope.cn/models/cpatonn-mirror/Qwen3-Next-80B-A3B-Thinking-AWQ-4bit|2026-10-19T18:19:51+00:00|Ascend_910-b3": {
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@@ -2777,6 +2797,14 @@
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       "updatedAt": "2026-10-21T05:33:57.420015+00:00"
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+    "https://modelscope.cn/models/cpatonn-mirror/Qwen3-Next-80B-A3B-Thinking-AWQ-4bit|2026-10-19T18:19:51+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:08:30.817321+00:00"
+    },
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@@ -2824,6 +2852,14 @@
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       "updatedAt": "2026-10-21T05:35:56.405618+00:00"
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+    "https://modelscope.cn/models/cpatonn-mirror/Qwen3-Next-80B-A3B-Thinking-AWQ-8bit|2026-10-19T17:00:47+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:08:32.156266+00:00"
+    },
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@@ -2871,6 +2907,14 @@
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       "updatedAt": "2026-10-21T05:33:57.935892+00:00"
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+    "https://modelscope.cn/models/cpatonn-mirror/Seed-OSS-36B-Instruct-AWQ-4bit|2026-10-19T18:03:45+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:08:31.040336+00:00"
+    },
     "https://modelscope.cn/models/cpatonn-mirror/granite-4.0-h-micro-AWQ-4bit|2026-10-19T22:18:56+00:00|Ascend_910-b3": {
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@@ -2910,6 +2954,14 @@
       ],
       "updatedAt": "2026-10-21T05:33:57.164372+00:00"
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+    "https://modelscope.cn/models/cpatonn-mirror/granite-4.0-h-micro-AWQ-4bit|2026-10-19T22:18:56+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:08:30.588001+00:00"
+    },
     "https://modelscope.cn/models/cpatonn-mirror/granite-4.0-h-micro-AWQ-8bit|2026-10-19T17:33:23+00:00|Ascend_910-b3": {
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@@ -2949,6 +3001,14 @@
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       "updatedAt": "2026-10-21T05:33:58.825077+00:00"
     },
+    "https://modelscope.cn/models/cpatonn-mirror/granite-4.0-h-micro-AWQ-8bit|2026-10-19T17:33:23+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:08:31.522295+00:00"
+    },
     "https://modelscope.cn/models/cpatonn-mirror/granite-4.0-h-small-AWQ-4bit|2026-10-19T17:23:16+00:00|Ascend_910-b3": {
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@@ -2996,6 +3056,14 @@
       ],
       "updatedAt": "2026-10-21T05:33:58.895992+00:00"
     },
+    "https://modelscope.cn/models/cpatonn-mirror/granite-4.0-h-small-AWQ-4bit|2026-10-19T17:23:16+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:08:31.674253+00:00"
+    },
     "https://modelscope.cn/models/cpatonn-mirror/granite-4.0-h-tiny-AWQ-4bit|2026-10-19T18:03:21+00:00|Ascend_910-b3": {
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@@ -3043,6 +3111,14 @@
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       "updatedAt": "2026-10-21T05:33:57.999134+00:00"
     },
+    "https://modelscope.cn/models/cpatonn-mirror/granite-4.0-h-tiny-AWQ-4bit|2026-10-19T18:03:21+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:08:31.084028+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Agents-A1-AWQ-INT4|2026-10-20T13:32:09+00:00|Ascend_910-b3": {
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@@ -3051,12 +3127,6 @@
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-    "https://modelscope.cn/models/cyankiwi/Agents-A1-AWQ-INT4|2026-10-20T13:32:09+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-21T05:33:55.212164+00:00"
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@@ -3104,35 +3174,13 @@
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       "updatedAt": "2026-10-21T05:33:57.514507+00:00"
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-    "https://modelscope.cn/models/cyankiwi/Apodex-1.1-mini-AWQ-INT4|2026-10-20T14:21:54+00:00|Cambricon_mlu-370-x8": {
+    "https://modelscope.cn/models/cyankiwi/Agents-A1-AWQ-NVFP4|2026-10-19T21:32:10+00:00|hygon_k100-ai": {
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-    },
-    "https://modelscope.cn/models/cyankiwi/GLM-5.2-AWQ-INT4|2026-10-20T13:17:54+00:00|Ascend_910-b3": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-21T05:33:55.218973+00:00"
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-    "https://modelscope.cn/models/cyankiwi/GLM-5.2-AWQ-INT4|2026-10-20T13:17:54+00:00|Cambricon_mlu-370-x8": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-21T05:33:55.260893+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/GLM-5.2-AWQ-INT4|2026-10-20T13:17:54+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-21T05:33:55.306551+00:00"
+      "updatedAt": "2026-10-21T06:08:30.593901+00:00"
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     "https://modelscope.cn/models/cyankiwi/GLM-5.3-AWQ-INT4|2026-10-20T14:35:45+00:00|Ascend_910-b3": {
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@@ -3150,14 +3198,6 @@
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-    "https://modelscope.cn/models/cyankiwi/GLM-5.3-AWQ-INT4|2026-10-20T14:35:45+00:00|Cambricon_mlu-370-x8": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-21T05:33:53.788488+00:00"
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     "https://modelscope.cn/models/cyankiwi/GLM-5.3-AWQ-INT4|2026-10-20T14:35:45+00:00|Iluvatar_mrv-100": {
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@@ -3167,12 +3207,6 @@
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-    "https://modelscope.cn/models/cyankiwi/GLM-5.3-AWQ-INT4|2026-10-20T14:35:45+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-21T05:33:53.820638+00:00"
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     "https://modelscope.cn/models/cyankiwi/GLM-5.3-AWQ-INT4|2026-10-20T14:35:45+00:00|MetaX_c-500": {
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@@ -3181,6 +3215,14 @@
       ],
       "updatedAt": "2026-10-21T05:35:51.149633+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/GLM-5.3-AWQ-INT4|2026-10-20T14:35:45+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:08:28.321568+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Hy3-AWQ-NVFP4|2026-10-20T14:28:53+00:00|Ascend_910-b3": {
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@@ -3189,20 +3231,6 @@
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+    "https://modelscope.cn/models/iluvatar-corex/Qwen3-8B-W8A8|2026-10-19T07:00:41+00:00|hygon_k100-ai": {
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@@ -4367,6 +4355,14 @@
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+    "https://modelscope.cn/models/inclusionAI/Ling-3.1-flash|2026-10-20T12:07:35+00:00|hygon_k100-ai": {
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+    "https://modelscope.cn/models/incoai/Muse-Glimmer-30B-DFlash2-GGUF|2026-10-20T13:54:35+00:00|hygon_k100-ai": {
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@@ -4492,6 +4468,14 @@
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       "updatedAt": "2026-10-21T05:34:02.475712+00:00"
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+    "https://modelscope.cn/models/iyangqing/st-image|2026-10-19T07:48:34+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
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+      "updatedAt": "2026-10-21T06:08:33.703038+00:00"
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@@ -4523,6 +4507,14 @@
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       "updatedAt": "2026-10-21T05:34:04.507138+00:00"
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+    "https://modelscope.cn/models/jiaheng0815/feng-30m|2026-10-18T13:54:01+00:00|hygon_k100-ai": {
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+      "updatedAt": "2026-10-21T06:08:34.693339+00:00"
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     "https://modelscope.cn/models/leanv9/models|2026-10-17T08:26:17+00:00|Ascend_910-b3": {
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@@ -4561,6 +4553,14 @@
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       "updatedAt": "2026-10-21T05:36:00.171409+00:00"
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+    "https://modelscope.cn/models/leanv9/models|2026-10-17T08:26:17+00:00|hygon_k100-ai": {
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@@ -4577,6 +4577,14 @@
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       "updatedAt": "2026-10-21T05:34:00.717369+00:00"
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+    "https://modelscope.cn/models/litert-community/DeepSeek-R1-Distill-Qwen-1.5B|2026-10-19T15:05:20+00:00|hygon_k100-ai": {
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@@ -4624,6 +4632,14 @@
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       "updatedAt": "2026-10-21T05:33:56.988338+00:00"
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+    "https://modelscope.cn/models/litert-community/Gemma3-1B-IT|2026-10-19T22:28:07+00:00|hygon_k100-ai": {
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+      "updatedAt": "2026-10-21T06:08:30.587605+00:00"
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@@ -4671,6 +4687,14 @@
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       "updatedAt": "2026-10-21T05:33:58.403835+00:00"
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+    "https://modelscope.cn/models/litert-community/Phi-4-mini-instruct|2026-10-19T17:53:44+00:00|hygon_k100-ai": {
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@@ -4718,6 +4742,22 @@
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       "updatedAt": "2026-10-21T05:34:00.882234+00:00"
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+    "https://modelscope.cn/models/litert-community/Qwen2.5-0.5B-Instruct|2026-10-19T15:03:45+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:08:32.836100+00:00"
+    },
+    "https://modelscope.cn/models/litert-community/Qwen2.5-1.5B-Instruct|2026-10-19T13:50:51+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:08:33.125282+00:00"
+    },
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-    "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-20T22:49:34+00:00|Kunlunxin_p-800": {
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@@ -4765,6 +4791,14 @@
       ],
       "updatedAt": "2026-10-21T05:35:50.662166+00:00"
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+    "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-20T22:49:34+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:08:27.727522+00:00"
+    },
     "https://modelscope.cn/models/mlx-community/Qwen3.6-27B-OptiQ-4bit|2026-10-18T15:27:59+00:00|Ascend_910-b3": {
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@@ -4834,6 +4868,14 @@
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       "updatedAt": "2026-10-21T05:35:59.970335+00:00"
     },
+    "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4-LiLiCorr|2026-10-17T13:18:19+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:08:35.266626+00:00"
+    },
     "https://modelscope.cn/models/nv-community/NVIDIA-Nemotron-Labs-Dory1.0-4B-MXFP8|2026-10-17T05:35:31+00:00|Ascend_910-b3": {
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@@ -4961,6 +5003,14 @@
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       "updatedAt": "2026-10-21T05:33:58.107959+00:00"
     },
+    "https://modelscope.cn/models/onnx-community/DeepSeek-R1-Distill-Qwen-1.5B-ONNX|2026-10-19T17:58:35+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:08:31.180847+00:00"
+    },
     "https://modelscope.cn/models/onnx-community/Granite-3.3-8B-Instruct-Onnx|2026-10-19T14:48:29+00:00|Ascend_910-b3": {
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@@ -5008,6 +5058,14 @@
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       "updatedAt": "2026-10-21T05:34:01.069064+00:00"
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+    "https://modelscope.cn/models/onnx-community/Granite-3.3-8B-Instruct-Onnx|2026-10-19T14:48:29+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:08:32.907754+00:00"
+    },
     "https://modelscope.cn/models/onnx-community/LFM2-1.2B-Tool-ONNX|2026-10-19T16:56:58+00:00|Iluvatar_mrv-100": {
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@@ -5050,6 +5108,22 @@
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       "updatedAt": "2026-10-21T05:33:59.271161+00:00"
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+    "https://modelscope.cn/models/onnx-community/LFM2-2.6B-ONNX|2026-10-19T17:17:13+00:00|hygon_k100-ai": {
+      "taskTypes": [
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:08:31.875108+00:00"
+    },
+    "https://modelscope.cn/models/onnx-community/Qwen3-0.6B-ONNX|2026-10-19T17:25:30+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:08:31.619285+00:00"
+    },
     "https://modelscope.cn/models/onnx-community/Qwen3-1.7B-ONNX|2026-10-19T22:30:14+00:00|Iluvatar_mrv-100": {
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@@ -5059,6 +5133,14 @@
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       "updatedAt": "2026-10-21T05:35:54.442815+00:00"
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+    "https://modelscope.cn/models/onnx-community/Qwen3-1.7B-ONNX|2026-10-19T22:30:14+00:00|hygon_k100-ai": {
+      "taskTypes": [
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-21T06:08:30.331079+00:00"
+    },
     "https://modelscope.cn/models/onnx-community/Qwen3-4B-ONNX|2026-10-19T21:38:47+00:00|Ascend_910-b3": {
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@@ -5092,6 +5174,14 @@
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       "updatedAt": "2026-10-21T05:33:57.171863+00:00"
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+    "https://modelscope.cn/models/onnx-community/Qwen3-4B-ONNX|2026-10-19T21:38:47+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:08:30.593579+00:00"
+    },
     "https://modelscope.cn/models/ornith-ai/Ornith-1.5-122B-GGUF|2026-10-20T21:54:32+00:00|Ascend_910-b3": {
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@@ -5139,6 +5229,14 @@
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+    "https://modelscope.cn/models/ornith-ai/Ornith-1.5-122B-GGUF|2026-10-20T21:54:32+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+    "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-19T04:16:49+00:00|hygon_k100-ai": {
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@@ -5460,6 +5584,14 @@
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       "updatedAt": "2026-10-21T05:35:54.933146+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|hygon_k100-ai": {
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-    "https://modelscope.cn/models/siliconflow/DeepSeek-V4.1-Flash-1017-SF-Int8|2026-10-21T00:27:59+00:00|Ascend_910-b3": {
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+      "updatedAt": "2026-10-21T06:08:34.049991+00:00"
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@@ -5695,6 +5790,14 @@
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       "updatedAt": "2026-10-21T05:35:51.869739+00:00"
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+    "https://modelscope.cn/models/skt/A.X-K2|2026-10-20T14:08:22+00:00|hygon_k100-ai": {
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-    "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-10-20T13:13:54+00:00|Ascend_910-b3": {
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@@ -5821,6 +5902,14 @@
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       "updatedAt": "2026-10-21T05:35:51.862418+00:00"
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+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-20T14:18:28+00:00|hygon_k100-ai": {
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@@ -5868,29 +5943,13 @@
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-      "updatedAt": "2026-10-21T05:33:53.451819+00:00"
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@@ -5901,19 +5960,13 @@
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-    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|Kunlunxin_p-800": {
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         "text-generation",
+        "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-21T05:33:53.416105+00:00"
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@@ -5962,6 +6015,14 @@
       ],
       "updatedAt": "2026-10-21T05:34:04.165075+00:00"
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+    "https://modelscope.cn/models/yuyuyu223/DeepSeek-V4.1-Flash-1017-EXL3-3bpw-2xRTXPRO6000|2026-10-18T16:45:40+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:08:34.312530+00:00"
+    },
     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Ascend_910-b3": {
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@@ -6008,6 +6069,14 @@
         "visual-multi-modal"
       ],
       "updatedAt": "2026-10-21T05:35:54.105706+00:00"
+    },
+    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T06:08:29.980335+00:00"
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   },
   "taskTree": [
@@ -6690,6 +6759,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-21T06:06:38.171220+00:00",
+  "taskTreeUpdatedAt": "2026-10-21T06:08:25.774549+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index d8a32d61da..87aab6595a 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3657,6 +3657,18 @@
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diff --git a/manifest.json b/manifest.json
index 930ee163ec..b8de50a752 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": "48cf95002f025f65e4e77b413a6efbaecbf89c1773f7346332e834880584a821",
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-    ".modelhub_state/official_capabilities.json": "286350270b9938becf50103ed12dabe054e158c825eb4f0ff07b433d53af7cfe",
+    ".modelhub_state/market_intelligence.json": "8a6d33ab1dd7711432c875630369d053d5b3258c15156e1f760724d4d4eea11b",
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+    ".modelhub_state/recovery_intents.jsonl": "856bcb744400234e9aed5319657df94834c28d657156c3bc1b10fd067183b843",
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-  "generation": 26277,
-  "phase": "cycle",
+  "generation": 26278,
+  "phase": "intent",
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-  "updatedAt": "2026-10-21T06:06:54.415062+00:00",
+  "updatedAt": "2026-10-21T06:08:35.851514+00:00",
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 }