diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 21afee038d..6e0aaa7a24 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": "2026-10-22T13:36:09.053720+00:00",
+  "generatedAt": "2026-10-22T13:37:54.075111+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 444d7d87ae..0b38515e56 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-22T13:36:09.159311+00:00",
+  "generatedAt": "2026-10-22T13:37:54.162958+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index ed03488bcd..b7b8fc888b 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-22T13:36:09.159311+00:00",
+  "catalogUpdatedAt": "2026-10-22T13:37:54.162958+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
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-  "generatedAt": "2026-10-22T13:36:09.159311+00:00",
+  "generatedAt": "2026-10-22T13:37:55.263424+00:00",
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       "canVerify": true,
@@ -496,14 +496,6 @@
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-        "text-to-image-generation",
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-      "updatedAt": "2026-10-22T12:40:41.986194+00:00"
-    },
     "https://modelscope.cn/models/Haodong07/Qwen3-32B-TwinQuant-W4A4|2026-10-20T08:50:37+00:00|Cambricon_mlu-370-x8": {
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@@ -1197,14 +1189,6 @@
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T12:40:41.056500+00:00"
-    },
     "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-21T19:25:59+00:00|Cambricon_mlu-370-x8": {
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         "text-generation",
@@ -4796,14 +4780,6 @@
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     },
-    "https://modelscope.cn/models/inclusionAI/Ling-3.1-flash|2026-10-20T12:07:35+00:00|MetaX_c-500": {
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-        "text-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T12:40:41.081527+00:00"
-    },
     "https://modelscope.cn/models/litert-community/DeepSeek-R1-Distill-Qwen-1.5B|2026-10-19T15:05:20+00:00|Ascend_910-b3": {
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@@ -5227,14 +5203,6 @@
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-    "https://modelscope.cn/models/ornith-ai/Ornith-1.5-397B-NVFP4|2026-10-20T12:17:27+00:00|MetaX_c-500": {
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-      "updatedAt": "2026-10-22T12:40:41.090526+00:00"
-    },
     "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Ascend_910-b3": {
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         "text-generation",
@@ -5757,21 +5725,51 @@
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     },
-    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Cambricon_mlu-370-x8": {
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:35:25+00:00|Ascend_910-b3": {
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         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-22T12:40:41.065665+00:00"
+      "updatedAt": "2026-10-22T13:37:54.866467+00:00"
     },
-    "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|MetaX_c-500": {
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:35:25+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T13:37:54.715938+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:35:25+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T13:37:55.152838+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:35:25+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-22T13:37:54.959297+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:35:25+00:00|MetaX_c-500": {
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         "text-generation",
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       ],
-      "updatedAt": "2026-10-22T12:40:41.112822+00:00"
+      "updatedAt": "2026-10-22T13:37:55.055756+00:00"
+    },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:35:25+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-22T13:37:55.263424+00:00"
     }
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   "taskTree": [
@@ -6454,6 +6452,6 @@
       "updateTime": "2025-12-22 08:59:53"
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-  "taskTreeUpdatedAt": "2026-10-22T13:36:09.159311+00:00",
+  "taskTreeUpdatedAt": "2026-10-22T13:37:54.162958+00:00",
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 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index c146ce2e5c..9d507f7e21 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3718,6 +3718,18 @@
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 {"batchId": "fcc228dc635a466fbcbb104a07215baf", "completedAt": "2026-10-22T13:36:15.839521+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-22T13:36:12.635082+00:00", "framework": "vllm_tokenizer_patch", "intentId": "aac6a18aa6ba438f98f00eba26ec14d5", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 1d4dcde2b7..6da292bd5b 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "036444422271578bd7c3b7dafe7caf025377b522bde4dd3f9f34ecfb8b8d02f0",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "80dd70d145fa1f531aea2b9d647e09817b017c2b53a8cd770c1760e8529a4f56",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "31a6d4d33db00f9de70e1913467b5e2d25f2c052abce289d5d559adfb7a0fec8",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "bd29be763bab111f92387a65927e8bb5cdb32992811dfe21a31dfa25d5e26ea6",
-    ".modelhub_state/official_capabilities.json": "9c90c3a630694bd6d1700c85e17bc792fc5d861795e493af5322882d500e4dfe",
+    ".modelhub_state/market_intelligence.json": "15fc69560f72025a02f9779d45a863287f63791c6694a4044d741c3d42ba6c72",
+    ".modelhub_state/official_capabilities.json": "60e1a6f1ab4611f0060f4c0cae2bcecde34b74ec346a58bb87e8ad445b14d660",
     ".modelhub_state/outcome_checkpoint.json": "e35a12096302ad3c88f3c250b9ef5d11bbcdb8e1603c55314152519ee2348da3",
     ".modelhub_state/queue_cleanup_latest.json": "1e99c2f26eada7c77a9ac23d7368eb0b3fca3b0caf710a78a8fb1e72b4bf7a4e",
     ".modelhub_state/recent_outcomes.jsonl": "e9b9befb12ebed5d349c33a16b93d457b4dcd4fbd28405a7cd449d03a95055aa",
     ".modelhub_state/recovery_active_tasks.jsonl": "36ede5e4ebe29aa2269ae60f86dcef5c20b756acfdb7ba481063ab480b64630d",
-    ".modelhub_state/recovery_intents.jsonl": "97c346c24b3dbc79d506a452eea5ad2448d17912c3873b97b6a306b6a02ea7bf",
+    ".modelhub_state/recovery_intents.jsonl": "9f6756fe55777f13c5c4a1faf1b8338ee8dffff1ec4b818a26d115f1677c95fd",
     ".modelhub_state/routing_intelligence.json": "e910d6d2a03e4adc3bfe5d7b89c51a06b2cd54f40b53b940d856070c2bb396d4",
     ".modelhub_state/submission_exclusions.jsonl": "e2677e09d968a0c44c65d7c030b9c8ea2c9d39dc378ce302c2a309ab54d600d9",
     ".modelhub_state/worker_crashes.jsonl": "55ae96a720edf99ab4f90d3da3465977d66990ab194b8b0e7db7d1ff59682921",
     "ledger/submissions.jsonl": "60a385aa68ab16cc0898690500499de961fb11b094478d58b98416b8af8f92d1",
     "outcomes/submissions.jsonl": "e0efc35bd6685ec3a1f4985cc551787556e5303a2c3116e86bfe8f650b8cde84"
   },
-  "generation": 29444,
-  "phase": "cycle",
+  "generation": 29445,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-22T13:36:22.635757+00:00",
+  "updatedAt": "2026-10-22T13:37:56.039975+00:00",
   "writerId": "f8795cac6afa4a14b81a33808cc7d9c0"
 }