diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index ac9c88d45..4009bdb17 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-09-18T18:40:14.277329+00:00",
+  "communityAttemptedAt": "2026-09-18T18:56:27.004668+00:00",
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   "communitySample": {},
-  "communityUpdatedAt": "2026-09-18T18:40:14.277329+00:00",
+  "communityUpdatedAt": "2026-09-18T18:56:27.004668+00:00",
   "frameworkAttemptedAt": "2026-09-18T14:18:27.252477+00:00",
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@@ -416,7 +416,7 @@
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-  "generatedAt": "2026-09-18T18:53:45.274122+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 5cf82e711..0f6aabdad 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-18T18:53:45.274122+00:00",
+  "catalogUpdatedAt": "2026-09-18T18:56:27.004668+00:00",
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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+  "generatedAt": "2026-09-18T18:58:27.393630+00:00",
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@@ -156,7 +156,7 @@
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-      "updatedAt": "2026-09-18T18:55:18.048544+00:00"
+      "updatedAt": "2026-09-18T18:58:27.280768+00:00"
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@@ -164,7 +164,7 @@
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@@ -172,7 +172,7 @@
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@@ -181,7 +181,7 @@
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@@ -189,7 +189,7 @@
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@@ -197,7 +197,7 @@
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@@ -205,7 +205,7 @@
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@@ -213,7 +213,7 @@
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@@ -221,7 +221,7 @@
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@@ -230,7 +230,7 @@
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@@ -313,7 +313,7 @@
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@@ -321,7 +321,7 @@
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@@ -337,7 +337,7 @@
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@@ -468,7 +468,7 @@
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     "https://modelscope.cn/models/Jackrong/DeepSeek-V4-Pro-Qwen3.5-4B-MTP-GGUF|2026-08-13T13:54:23+00:00|Iluvatar_mrv-100": {
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@@ -477,7 +477,7 @@
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@@ -493,7 +493,7 @@
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+      "updatedAt": "2026-09-18T18:58:22.334997+00:00"
     }
   },
   "taskTree": [
@@ -6934,6 +6932,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-09-18T18:53:45.274122+00:00",
+  "taskTreeUpdatedAt": "2026-09-18T18:56:27.004668+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 954f303be..5d9eb6d92 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -923,6 +923,7 @@
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 {"batchId": "6629ad0dccc24c57ae8050f953bb6093", "completedAt": "2026-09-18T18:34:36.655741+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-09-18T18:34:31.131543+00:00", "framework": "vllm_tokenizer_patch", "intentId": "5968e9365a124249a8fae510d01b8f77", "lastModified": "2026-08-25T14:08:37+00:00", "modelAddress": "https://modelscope.cn/models/barozp/Qwen3.8-Whittle-MoE-27B-MLX-4bit", "reason": null, "reconciledAt": "2026-09-18T18:52:39.791895+00:00", "repoId": "barozp/Qwen3.8-Whittle-MoE-27B-MLX-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "4938618", "taskType": "text-generation"}
 {"batchId": "e63aad111bc74f4585459ae69a98be4a", "completedAt": "2026-09-18T18:42:00.905384+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-09-18T18:41:54.981327+00:00", "framework": "vllm-mlu", "intentId": "f0794e575c6745abbd39c57cc214b924", "lastModified": "2026-08-25T14:08:37+00:00", "modelAddress": "https://modelscope.cn/models/barozp/Qwen3.8-Whittle-MoE-27B-MLX-4bit", "reason": null, "reconciledAt": "2026-09-18T18:52:39.790364+00:00", "repoId": "barozp/Qwen3.8-Whittle-MoE-27B-MLX-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "recovered_active", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4938690", "taskType": "text-generation"}
+{"batchId": "1678c8f01d1345699becdedd5e17a9ee", "configFingerprint": "71d6e16091ba0289f01acffc8e39bb8c25703488dc49b9e390e08951fe1f2b33", "configSource": "modelhub_live", "createdAt": "2026-09-18T18:58:27.799841+00:00", "framework": "vllm", "intentId": "dea853da75cc4b059932f50bbac3fc9d", "lastModified": "2026-08-25T14:08:37+00:00", "modelAddress": "https://modelscope.cn/models/barozp/Qwen3.8-Whittle-MoE-27B-MLX-4bit", "repoId": "barozp/Qwen3.8-Whittle-MoE-27B-MLX-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Iluvatar_mrv-100", "taskType": "text-generation"}
 {"batchId": "8d27d6d5a99748efbdd97223e640c598", "completedAt": "2026-09-18T14:35:12.136557+00:00", "configFingerprint": "359725c5cf0821e26681bc436dad944747db4ac72a1bf9e70b5f6f8e63a023b4", "configSource": "modelhub_live", "createdAt": "2026-09-18T14:35:06.015304+00:00", "framework": "llamacpp", "intentId": "10303336f4f24e2f98aa86764cc2f0fc", "repoId": "voconly/parakeet-unified-en-0.6b-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "uniqueness_rejected", "targetGpu": "Mthreads_s4000", "taskId": null, "taskType": "text-generation"}
 {"batchId": "bfd8069a25c5437f87c1eb1f45b313b1", "completedAt": "2026-09-18T14:33:31.434713+00:00", "configFingerprint": "e1276bf11e548198418262ddca64a6c4514301bb26e65ecc7e04f8d8f0442b6b", "configSource": "modelhub_live", "createdAt": "2026-09-18T14:33:23.815503+00:00", "framework": "llamacpp", "intentId": "3c35cff71fae4e2997f1d1fa492cdda8", "repoId": "voconly/parakeet-unified-en-0.6b-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "18470fd259dd4f84ad6911206103ac42", "completedAt": "2026-09-18T14:31:05.798368+00:00", "configFingerprint": "680fcdbc0952bbae15ed7a5a114782d3eaa8806d60778df64b3e1a99d41a066b", "configSource": "modelhub_live", "createdAt": "2026-09-18T14:30:53.123908+00:00", "framework": "llamacpp", "intentId": "c7daff34b5a4470ab91e00ee1da68653", "repoId": "voconly/parakeet-unified-en-0.6b-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "hygon_k100-ai", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 32da5f358..5ffd2b718 100644
--- a/manifest.json
+++ b/manifest.json
@@ -3,22 +3,22 @@
   "checksums": {
     ".modelhub_state/architecture_compatibility_blacklist.json": "03d459b4cc3665f0d785b9e9d6b8a870d1b049194c008d9c08700948668901ea",
     ".modelhub_state/architecture_history_backfill.json": "3fefb69a5d0f61fd3e5fbc75accbf7fcdeccaaa115c3265c54df6c128c848b28",
-    ".modelhub_state/market_intelligence.json": "34de6dc283a9a52df685427bc155772e4c05852974debc0fdf23c93d43f02d32",
-    ".modelhub_state/official_capabilities.json": "f8cb6f339a311da50233685a29a1572b32455619ff79e9336cd02326c330bfef",
+    ".modelhub_state/market_intelligence.json": "fd29a8f9d4518dda61f1dfcb6ef602e33e4f360e312950fcb01b27ec607eaac2",
+    ".modelhub_state/official_capabilities.json": "0389f5edf26eb81306b8e590f8a6bf91a34df1a797426aee82ba69034109ee54",
     ".modelhub_state/outcome_checkpoint.json": "6bd29998e99a8969654f0a6f3138b0f96fe5b538b3e44311e2476ff21334270b",
     ".modelhub_state/queue_cleanup_latest.json": "3c142558258883a3e45602d09e9392c46bfde3deae83aabc51d01f3b1c2d91d9",
     ".modelhub_state/recent_outcomes.jsonl": "dd405ee2b1dedd7cc25d9e2aea5b5dde33665f0a08e07699040bcd9108ad5aa2",
     ".modelhub_state/recovery_active_tasks.jsonl": "45f7c1d9e691d123992b6deb665dddd31c722ef583febeb067ad566a18f41b5d",
-    ".modelhub_state/recovery_intents.jsonl": "0a014c84b2a2fab140f8e9e7ddccbaf4b31c874db1a4ed996f724601ff3a74c3",
+    ".modelhub_state/recovery_intents.jsonl": "f8326816f825738cae22f4abf23b49f3490e61b3ade32570c6135c03bd5c6eac",
     ".modelhub_state/routing_intelligence.json": "0cbe9b78d9ee805842cfbebbebaea608f5aaa4e109286e399ba5d0b81e4dfe02",
     ".modelhub_state/submission_exclusions.jsonl": "cd362b9c480f30eb8106e264359b19b37b894120db54586e63b0a0d1d41a73b0",
     ".modelhub_state/worker_crashes.jsonl": "a494412048eca6dce83e7284303a6b4b56a445c1274ac201ab8723c739a14f23",
     "ledger/submissions.jsonl": "6f559d094492e1eb86b769822d0d412867c163e1c9d765d97e49a45cfe197d80",
     "outcomes/submissions.jsonl": "fa1221f8a425aef057b9088bc1b7570fe89c88f80e88c0b61debf4073ca895c8"
   },
-  "generation": 9416,
-  "phase": "cycle",
+  "generation": 9417,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-09-18T18:55:18.929937+00:00",
+  "updatedAt": "2026-09-18T18:58:27.878462+00:00",
   "writerId": "217f1806b49c401894bed7ce18be9095"
 }