diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index d87ce63287..3d0161fc05 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -1052,7 +1052,7 @@
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 2202111304..ed001f9614 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index c6a16711cd..b304ffca9d 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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-      "updatedAt": "2026-10-21T08:24:59.008022+00:00"
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@@ -164,7 +164,7 @@
         "text-to-image-generation",
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@@ -178,7 +178,7 @@
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@@ -224,7 +224,7 @@
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         "text-to-image-generation",
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-20T15:30:29+00:00|hygon_k100-ai": {
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@@ -422,6 +370,20 @@
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+      "updatedAt": "2026-10-21T08:28:40.491141+00:00"
+    },
+    "https://modelscope.cn/models/DavidAU/DarkForest-20B-V3-Ultra-Quality-ImatP2-GGUF|2026-10-20T15:16:03+00:00|MetaX_c-500": {
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+        "text-generation",
+        "visual-multi-modal"
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@@ -442,7 +404,7 @@
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@@ -5604,6 +5496,20 @@
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       "updatedAt": "2026-10-21T08:26:47.888005+00:00"
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+    "https://modelscope.cn/models/skt/A.X-K2|2026-10-20T14:08:22+00:00|Kunlunxin_p-800": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T08:28:41.453652+00:00"
+    },
+    "https://modelscope.cn/models/skt/A.X-K2|2026-10-20T14:08:22+00:00|MetaX_c-500": {
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+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
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+    },
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+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-20T14:18:28+00:00|Kunlunxin_p-800": {
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+        "text-generation"
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+      "updatedAt": "2026-10-21T08:28:41.231538+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-20T14:18:28+00:00|MetaX_c-500": {
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@@ -5776,13 +5696,19 @@
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-    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|hygon_k100-ai": {
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+      "updatedAt": "2026-10-21T08:28:39.812824+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
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+      "updatedAt": "2026-10-21T08:28:39.841526+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-20T21:14:24+00:00|MetaX_c-500": {
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+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
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@@ -5836,7 +5776,7 @@
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@@ -5844,7 +5784,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-21T08:25:03.402573+00:00"
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@@ -5882,7 +5822,7 @@
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-      "updatedAt": "2026-10-21T08:24:56.178281+00:00"
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     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|MetaX_c-500": {
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@@ -5890,7 +5830,7 @@
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     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|hygon_k100-ai": {
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@@ -6581,6 +6521,6 @@
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-  "taskTreeUpdatedAt": "2026-10-21T08:26:44.468569+00:00",
+  "taskTreeUpdatedAt": "2026-10-21T08:28:38.488800+00:00",
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 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 88597acbfe..99c0cd953d 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
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diff --git a/manifest.json b/manifest.json
index 4b732d3c3b..68fda73c98 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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-  "phase": "cycle",
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+  "phase": "intent",
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-  "updatedAt": "2026-10-21T08:27:06.100505+00:00",
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 }