diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index e0db47b17f..991e2e125c 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -443,7 +443,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-14T10:58:33.652108+00:00",
+  "generatedAt": "2026-10-14T11:00:59.660135+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 5cae395d46..46e29be10d 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-14T10:58:33.652108+00:00",
+  "catalogUpdatedAt": "2026-10-14T11:00:59.660135+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-14T10:58:33.652108+00:00",
+  "generatedAt": "2026-10-14T11:00:59.660135+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6908,6 +6908,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-14T10:58:33.652108+00:00",
+  "taskTreeUpdatedAt": "2026-10-14T11:00:59.660135+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 3c1c3237db..fe4c6f47ba 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3596,6 +3596,7 @@
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 {"batchId": "58d05b3b58d54780a451deadd09cafa5", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-14T10:42:24.837603+00:00", "framework": "vllm_fix_tokenizer", "intentId": "0f0ddfddda8b44aca9e53d882877ff7e", "lastModified": "2026-10-13T18:36:50+00:00", "modelAddress": "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-MLX-4bit", "reconciledAt": "2026-10-14T10:58:45.207920+00:00", "repoId": "LiquidAI/LFM2.5-24B-A2B-MLX-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5533509", "taskType": "text-generation"}
 {"batchId": "4f1c60813be74ef4bf8e3a7298028502", "completedAt": "2026-10-14T10:46:45.637480+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-14T10:45:09.739282+00:00", "framework": "vllm_tokenizer_patch", "intentId": "8997d24cd9824f468d84b89e605b2d8c", "lastModified": "2026-10-13T18:36:50+00:00", "modelAddress": "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-MLX-4bit", "reason": null, "reconciledAt": "2026-10-14T10:58:45.210134+00:00", "repoId": "LiquidAI/LFM2.5-24B-A2B-MLX-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5533589", "taskType": "text-generation"}
+{"batchId": "35876e2bd77541f6884d9717ac9ae162", "configFingerprint": "0d5bc82787a89d4313672808d1a8629a1fc675c91aa6a08865f770aa24447fbc", "configSource": "modelhub_live", "createdAt": "2026-10-14T11:01:16.268846+00:00", "framework": "vllm-patch-tokenizer", "intentId": "722cea4318f943608e1f1599cea9ba2b", "lastModified": "2026-10-13T18:36:50+00:00", "modelAddress": "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-MLX-4bit", "repoId": "LiquidAI/LFM2.5-24B-A2B-MLX-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "hygon_k100-ai", "taskType": "text-generation"}
 {"batchId": "7399e5bebb73408996681f43699dd37a", "completedAt": "2026-10-13T22:12:21.452224+00:00", "configFingerprint": "2e9cebc01b20081f0839fa18fe9ca4f7d059509f235699027201fe328177b304", "configSource": "modelhub_live", "createdAt": "2026-10-13T21:52:37.691792+00:00", "framework": "vllm_fix_tokenizer", "intentId": "e40199282b884fc2ba936abf6107e167", "repoId": "nkkbr/Mini-K3-1H-attn-2kda-2mla-nope-v2", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Sunrise_pt-200-x1", "taskId": null, "taskType": "text-generation"}
 {"batchId": "7399e5bebb73408996681f43699dd37a", "completedAt": "2026-10-13T22:12:21.452221+00:00", "configFingerprint": "2e9cebc01b20081f0839fa18fe9ca4f7d059509f235699027201fe328177b304", "configSource": "modelhub_live", "createdAt": "2026-10-13T21:52:37.691739+00:00", "framework": "vllm_fix_tokenizer", "intentId": "31361c35cb434798bfa30a3cfe8d8580", "repoId": "nkkbr/Mini-K3-1H-attn-1kda-3mla-nope-v2", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Sunrise_pt-200-x1", "taskId": null, "taskType": "text-generation"}
 {"batchId": "7399e5bebb73408996681f43699dd37a", "completedAt": "2026-10-13T22:12:21.452217+00:00", "configFingerprint": "2e9cebc01b20081f0839fa18fe9ca4f7d059509f235699027201fe328177b304", "configSource": "modelhub_live", "createdAt": "2026-10-13T21:52:37.691633+00:00", "framework": "vllm_fix_tokenizer", "intentId": "4da70035ca2d44f5bc7b75d79d201223", "repoId": "mlx-community/K2-Horizon-3.7B-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Sunrise_pt-200-x1", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index b9673cfdcd..ff1a7525c5 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,22 +4,22 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "ea052d70d873d1ebbfb2dbcceba93041502941b814cc83aaab86529c86308b6c",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "f6027878514774bd3e102ef2bde6d1eb68091b7bef78a5618887647bf7ae7319",
-    ".modelhub_state/official_capabilities.json": "c25c8d56d7144a44f0e918758f6650bcc678564d5b4b324181c3795e8192bb79",
+    ".modelhub_state/market_intelligence.json": "9ecf338729f08430acda2d01dd17b9aa973b4cd1925d8db558261033dbb0a505",
+    ".modelhub_state/official_capabilities.json": "fe597a7107bd26ecfe8a34c4c571b0b0da0c73c49f6a81110324dd4a315abfb2",
     ".modelhub_state/outcome_checkpoint.json": "f68e4b2eed232a2a436130e3721ecf592b04ebe95caf286fea7f2f3315a71387",
     ".modelhub_state/queue_cleanup_latest.json": "78f07e2bb9dacf1f600a12be0e4342cdef16e1a3922a8f327eb9d8bee5f48363",
     ".modelhub_state/recent_outcomes.jsonl": "530c3f3f681469cb91364456a0b40c6fcc13b4df04b6e2659e523f96bbbc2ce5",
     ".modelhub_state/recovery_active_tasks.jsonl": "c706757ea596e54e88102a691bd25188f3cfed59a5dcc93ad66748d1eea257d2",
-    ".modelhub_state/recovery_intents.jsonl": "b6e812ba0f679a95093003cbba72d8524565195cc6ee7b09b8f3ac119dac56b1",
+    ".modelhub_state/recovery_intents.jsonl": "98c125993bd71811415dc41e28adcf372d9bbb616e022ba8d5b1760af3c22280",
     ".modelhub_state/routing_intelligence.json": "f451bb451898ec3a662bdc2ae8d98c164742f70bde953d77597ff3aa90deadf6",
     ".modelhub_state/submission_exclusions.jsonl": "660ad77b924d3b0cc76f46aacd1f91a924d13a02bc68057eb5a964647441283b",
     ".modelhub_state/worker_crashes.jsonl": "c6b627ba4bfe6f0f89b6dfc017d052f3b1717feac7f9dd06d3003f04166819a9",
     "ledger/submissions.jsonl": "5edf665bc5b25950d8030428db1789210947c96a10878240bd069aece1987eb1",
     "outcomes/submissions.jsonl": "72c38526aa344e2e6f5e4628ead778e6682e35212f44bd1dace0908505a3122d"
   },
-  "generation": 24765,
-  "phase": "cycle",
+  "generation": 24766,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-14T10:58:45.373159+00:00",
+  "updatedAt": "2026-10-14T11:01:16.414190+00:00",
   "writerId": "9b5b3ed8772344608455c7e3b71f5c9f"
 }