diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index feceeb4e57..7decf1d5bc 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-10-10T03:06:56.264557+00:00",
+  "communityAttemptedAt": "2026-10-10T03:23:20.774459+00:00",
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   "communitySample": {},
-  "communityUpdatedAt": "2026-10-10T03:06:56.264557+00:00",
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@@ -443,7 +443,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 929480912d..e9fe96bdaa 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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@@ -154,13 +154,13 @@
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@@ -168,7 +168,7 @@
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@@ -176,7 +176,7 @@
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       "taskTypes": [
@@ -5703,7 +5703,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-10T03:19:46.549874+00:00"
+      "updatedAt": "2026-10-10T03:27:18.873702+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -5712,13 +5712,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-10T03:19:46.955880+00:00"
+      "updatedAt": "2026-10-10T03:27:19.563577+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-10T03:19:46.920326+00:00"
+      "updatedAt": "2026-10-10T03:27:19.274565+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -5726,25 +5726,25 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-10T03:19:46.465531+00:00"
+      "updatedAt": "2026-10-10T03:27:18.759476+00:00"
     },
     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-10T03:19:46.666886+00:00"
+      "updatedAt": "2026-10-10T03:27:18.954291+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-10T03:19:31.244243+00:00"
+      "updatedAt": "2026-10-10T03:27:02.054959+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-10T03:19:32.347559+00:00"
+      "updatedAt": "2026-10-10T03:27:02.551361+00:00"
     }
   },
   "taskTree": [
@@ -6427,6 +6427,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-10T03:18:22.445649+00:00",
+  "taskTreeUpdatedAt": "2026-10-10T03:23:20.774459+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index cb533e7470..1271fbcefb 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3318,6 +3318,7 @@
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 {"batchId": "ac5ecfbc052e4d75ae8bb21455be4827", "completedAt": "2026-10-09T19:18:44.322464+00:00", "configFingerprint": "3b82836fb5958ba363655971ed1f15d8109ab96526648b59a9c28586a1d7b2d6", "configSource": "modelhub_live", "createdAt": "2026-10-09T19:18:43.117096+00:00", "framework": "llamacpp", "intentId": "55603b708d5147198368764ac965ec48", "lastModified": "2026-10-09T18:44:32+00:00", "modelAddress": "https://modelscope.cn/models/lightonai/colgrep-agent-2B-GGUF", "reason": null, "reconciledAt": "2026-10-10T03:20:06.986342+00:00", "repoId": "lightonai/colgrep-agent-2B-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "targetGpu": "Mthreads_s4000", "taskId": "5407882", "taskType": "text-generation"}
 {"batchId": "c4d7127a6ea84951995f6e5212e513a9", "completedAt": "2026-10-09T22:09:52.931701+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-09T22:07:56.306226+00:00", "framework": "vllm_fix_tokenizer", "intentId": "bc805f26f779445388d9b6fd5c613a65", "lastModified": "2026-10-09T18:42:19+00:00", "modelAddress": "https://modelscope.cn/models/IQuestLab/SAIL", "reason": null, "reconciledAt": "2026-10-10T03:20:06.986340+00:00", "repoId": "IQuestLab/SAIL", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5410223", "taskType": "text-generation"}
+{"batchId": "9f39e68e440e4a9dbb07bd6058d863e7", "configFingerprint": "fc3afecf0bb70f5a1355068c8dd477a60693001f42e074cd6f86299624afcb27", "configSource": "modelhub_live", "createdAt": "2026-10-10T03:27:19.695761+00:00", "framework": "llamacpp", "intentId": "1f96623b4a5e4dfe853f8aa5d33e5fb5", "lastModified": "2026-09-21T18:38:30+00:00", "modelAddress": "https://modelscope.cn/models/GnLOLot/MiniCPM5-2B-Claude-Fable5-1-Thinking-Agentic-GGUF", "repoId": "GnLOLot/MiniCPM5-2B-Claude-Fable5-1-Thinking-Agentic-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
 {"batchId": "6aa7248a7b3546dba73bdb92d9a77079", "completedAt": "2026-10-07T20:18:36.848910+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-07T19:40:31.784067+00:00", "framework": "vllm_fix_tokenizer", "intentId": "2f0cb6ccdecc4316b55609675cbdd668", "repoId": "mlx-community/Ornith-1.5-9B-OptiQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "6aa7248a7b3546dba73bdb92d9a77079", "completedAt": "2026-10-07T20:18:36.848903+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-07T19:40:31.783981+00:00", "framework": "vllm_fix_tokenizer", "intentId": "e743bd075d9a4fef818c147bbe312063", "repoId": "ibm-granite/granite-4.2-30b", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "6aa7248a7b3546dba73bdb92d9a77079", "completedAt": "2026-10-07T20:18:36.848900+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-07T19:40:31.783937+00:00", "framework": "vllm_fix_tokenizer", "intentId": "55a1a393950e454a964334b9ea2f0089", "repoId": "danish-foundation-models/DFM-Mimir-v1.5", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index bbb0e243ce..0c133200a2 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,22 +4,22 @@
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     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "dd169748e6414a9ebcc106a195be7879e5d8e35702b2c0883d4318b7f78e2a69",
-    ".modelhub_state/official_capabilities.json": "74b8bd93cdb0b68c82dad02a877d5213d4656052533d371c4465b13fc22500ba",
+    ".modelhub_state/market_intelligence.json": "86b8954eb42e7846b75789fcd38ced7ba1272a94144e4443b2a30e0af35fdfd2",
+    ".modelhub_state/official_capabilities.json": "06451db1fa0bdc2904ab0a6faecb47efc2ea25ef24b5885bea6a17b1657a0c7b",
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     ".modelhub_state/recovery_active_tasks.jsonl": "445dce427bb5c34eb48f250be32319159c3cd9cb9b7001d8eb812c67c252317f",
-    ".modelhub_state/recovery_intents.jsonl": "19fdbe569ba6982efaf160c933f7c66b7a2cb5393bbf9827b593620955f9084f",
+    ".modelhub_state/recovery_intents.jsonl": "ee0992752ed766c999f85a6c81aaccce2aeebb452fcd1f8d9195e8ceae9cab81",
     ".modelhub_state/routing_intelligence.json": "d3ceb6d22b403297a9c4cf85df248647fe1e875876814914e7fa9c85f1b5f541",
     ".modelhub_state/submission_exclusions.jsonl": "dca7091e8b1da8bf9b3ecb95fe573b2a41666601edf86cea13ce9ce738b9eb7b",
     ".modelhub_state/worker_crashes.jsonl": "b321ea3648ae6b322601ed30ef8c3b1da0f13612af1bde3a64b0d41dc18a7b9f",
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     "outcomes/submissions.jsonl": "139f12a12a1c77eb8ab12a4ab2cd7a0a670663bf8b7d59cbf6a5b2416c36201d"
   },
-  "generation": 22836,
-  "phase": "cycle",
+  "generation": 22837,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-10T03:20:07.153461+00:00",
+  "updatedAt": "2026-10-10T03:27:19.928865+00:00",
   "writerId": "43462b8a22de474db5c83d43b475a356"
 }