diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 0417488dc9..4912ea67c0 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -485,7 +485,7 @@
       "taskType": "text-generation"
     }
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-  "generatedAt": "2026-10-24T06:07:45.178230+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 7af9c895c1..e7dd7408f3 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
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+  "communityAttemptedAt": "2026-10-24T06:11:39.465984+00:00",
   "communityError": "ModelHubAPIError: 分页大小不能超过100",
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@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-24T06:08:19.659507+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 1206d10997..9f81f5b860 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-24T06:08:19.659507+00:00",
+  "catalogUpdatedAt": "2026-10-24T06:11:39.465984+00:00",
   "configuredTaskTypes": [
     "text-generation"
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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-  "generatedAt": "2026-10-24T06:09:27.254146+00:00",
+  "generatedAt": "2026-10-24T06:12:19.654421+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
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@@ -150,21 +150,13 @@
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-      "updatedAt": "2026-10-24T05:01:43.063970+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-23T14:44:56+00:00|Ascend_910-b4": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T05:01:42.960881+00:00"
+      "updatedAt": "2026-10-24T06:11:40.580669+00:00"
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@@ -175,26 +167,29 @@
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-23T14:44:56+00:00|Mthreads_s4000": {
+    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Ascend_910-b3": {
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         "text-generation",
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-      "updatedAt": "2026-10-24T05:01:43.185088+00:00"
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-23T14:44:56+00:00|Vastai_va16": {
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-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T05:01:43.259577+00:00"
+      "updatedAt": "2026-10-24T06:11:59.126083+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Iluvatar_bi-100": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T06:11:59.867294+00:00"
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@@ -205,13 +200,26 @@
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-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|MetaX_c-500": {
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-24T05:01:45.683954+00:00"
+      "updatedAt": "2026-10-24T06:11:59.375213+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T06:11:59.562404+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Ascend_910-b4": {
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T06:11:59.437553+00:00"
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@@ -219,7 +227,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-24T04:59:30.965777+00:00"
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@@ -238,11 +246,13 @@
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Vastai_va16": {
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Iluvatar_bi-100": {
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-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T05:01:45.884405+00:00"
+      "updatedAt": "2026-10-24T06:11:59.173992+00:00"
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@@ -253,19 +263,28 @@
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|MetaX_c-500": {
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-      "updatedAt": "2026-10-24T05:01:45.761168+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Vastai_va16": {
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-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T05:01:45.683639+00:00"
+      "updatedAt": "2026-10-24T06:11:59.125797+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Iluvatar_bi-100": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T06:11:59.383053+00:00"
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@@ -276,19 +295,29 @@
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|MetaX_c-500": {
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-        "feature_emb",
         "text-generation",
+        "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-24T05:01:45.786467+00:00"
+      "updatedAt": "2026-10-24T06:11:59.451925+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Vastai_va16": {
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Ascend_910-b4": {
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-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T05:01:45.683446+00:00"
+      "updatedAt": "2026-10-24T06:11:59.411994+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Iluvatar_bi-100": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T06:12:00.050117+00:00"
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@@ -299,19 +328,12 @@
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|MetaX_c-500": {
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Mthreads_s4000": {
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-      "updatedAt": "2026-10-24T05:01:45.884624+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Vastai_va16": {
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-        "text-generation"
-      ],
-      "updatedAt": "2026-10-24T05:01:45.786613+00:00"
+      "updatedAt": "2026-10-24T06:11:59.962548+00:00"
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@@ -377,6 +399,30 @@
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       "updatedAt": "2026-10-24T06:09:21.268971+00:00"
     },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T06:11:43.080554+00:00"
+    },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T06:11:42.897130+00:00"
+    },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Iluvatar_bi-100": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T06:11:43.264636+00:00"
+    },
     "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Iluvatar_mrv-100": {
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@@ -386,19 +432,36 @@
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|MetaX_c-500": {
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-        "feature_emb",
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-24T05:01:44.691266+00:00"
+      "updatedAt": "2026-10-24T06:11:43.107858+00:00"
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Vastai_va16": {
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Ascend_910-b3": {
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-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T05:01:44.594031+00:00"
+      "updatedAt": "2026-10-24T06:11:43.066884+00:00"
+    },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T06:11:42.866077+00:00"
+    },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Iluvatar_bi-100": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T06:11:43.359708+00:00"
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     "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Iluvatar_mrv-100": {
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@@ -409,19 +472,28 @@
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|MetaX_c-500": {
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         "text-generation",
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-      "updatedAt": "2026-10-24T05:01:44.687705+00:00"
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Vastai_va16": {
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Ascend_910-b4": {
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-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T05:01:44.594009+00:00"
+      "updatedAt": "2026-10-24T06:11:42.763937+00:00"
+    },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Iluvatar_bi-100": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T06:11:42.874523+00:00"
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     "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Iluvatar_mrv-100": {
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@@ -432,19 +504,29 @@
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|MetaX_c-500": {
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-        "feature_emb",
         "text-generation",
+        "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-24T05:01:44.593679+00:00"
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Vastai_va16": {
+    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Ascend_910-b4": {
       "taskTypes": [
-        "text-generation"
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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-      "updatedAt": "2026-10-24T05:01:44.482615+00:00"
+      "updatedAt": "2026-10-24T06:11:43.233384+00:00"
+    },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Iluvatar_bi-100": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-24T06:11:43.486541+00:00"
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@@ -455,35 +537,20 @@
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|MetaX_c-500": {
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-      "updatedAt": "2026-10-24T05:01:44.790920+00:00"
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+        "text-to-image-generation",
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+    },
+    "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-3-Super-120B-A12B-AWQ-4bit|2026-10-21T19:51:23+00:00|Mthreads_s4000": {
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+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Iluvatar_bi-100": {
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-  "taskTreeUpdatedAt": "2026-10-24T06:08:19.659507+00:00",
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   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 69797df7e2..a2766e5d7b 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3747,6 +3747,18 @@
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diff --git a/manifest.json b/manifest.json
index bf62f07890..871ebc6ed4 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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+    ".modelhub_state/architecture_compatibility_blacklist.json": "ac62c7e5f546667610a7ea1730e426ac121707db71a52a92170f1409bfef758d",
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-    ".modelhub_state/official_capabilities.json": "7c1686635f6100176b3ae19a5e7bd0f9284475aed6f105ca838122daee332f82",
+    ".modelhub_state/market_intelligence.json": "a1264624c70f93781c33b458b71bcf0e3e34117b33f3680e438dc1b0c27b95ef",
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-    ".modelhub_state/recovery_intents.jsonl": "989c5f1f0c8eeb086d0f852684d47396f29e770be3386d78a807229a5163621b",
+    ".modelhub_state/recovery_intents.jsonl": "10152aad766d34b0c665b88e95b62c89b5a6a06edbac7342f4c8a625a86770bd",
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-  "generation": 33184,
-  "phase": "cycle",
+  "generation": 33185,
+  "phase": "intent",
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-  "updatedAt": "2026-10-24T06:09:51.978745+00:00",
+  "updatedAt": "2026-10-24T06:12:20.888122+00:00",
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 }