diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 30bf0c9c66..f4585d8c84 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -443,7 +443,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-14T10:39:29.892987+00:00",
+  "generatedAt": "2026-10-14T10:42:13.166229+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index c534fdb7c1..72c5cbaa92 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-14T10:39:29.892987+00:00",
+  "catalogUpdatedAt": "2026-10-14T10:42:13.166229+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-14T10:39:29.892987+00:00",
+  "generatedAt": "2026-10-14T10:42:13.166229+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6908,6 +6908,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-14T10:39:29.892987+00:00",
+  "taskTreeUpdatedAt": "2026-10-14T10:42:13.166229+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 229956ca24..8195aeeae5 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3594,6 +3594,7 @@
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 {"batchId": "ac5ebe065cf34e85b669d9a8b1a4628d", "completedAt": "2026-10-14T10:09:00.433667+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-14T10:08:58.036000+00:00", "framework": "vllm_tokenizer_patch", "intentId": "672f3314f557498d92fd9ebd52154a8a", "lastModified": "2026-10-13T18:36:50+00:00", "modelAddress": "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-MLX-4bit", "reason": null, "reconciledAt": "2026-10-14T10:39:36.784486+00:00", "repoId": "LiquidAI/LFM2.5-24B-A2B-MLX-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5532923", "taskType": "text-generation"}
 {"batchId": "0052d991fe1d41688e273817c097eec4", "completedAt": "2026-10-14T10:26:41.921596+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-14T10:25:19.102602+00:00", "framework": "vllm-mlu", "intentId": "c9bf4d1497584e258e2db0a5e27f70d8", "lastModified": "2026-10-13T18:36:50+00:00", "modelAddress": "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-MLX-4bit", "reason": null, "reconciledAt": "2026-10-14T10:39:36.782187+00:00", "repoId": "LiquidAI/LFM2.5-24B-A2B-MLX-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "recovered_active", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "5533275", "taskType": "text-generation"}
+{"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", "repoId": "LiquidAI/LFM2.5-24B-A2B-MLX-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "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 5bc62ccd8b..7b4a072d5d 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,22 +4,22 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "2dc10fc9106d62e58eaa12bc254aba98d96d3bb06ed54c4aaf4ea801f0e7a46f",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "0af16979a8f5e7ec56e46f2fc91ace47a115f9cda374af6a026f20b231c1f192",
-    ".modelhub_state/official_capabilities.json": "28c4f76e37e89648f9096623e1cc003fe51ce05ec9f99fb724174de917a51396",
+    ".modelhub_state/market_intelligence.json": "0cac2b14c7de5e7c90b2a5626cbab5fc81ad9d5261728b1ee36bf721df337cb0",
+    ".modelhub_state/official_capabilities.json": "079e09e2704e186bc4c72e2f499a8eb987f6f2b949a05aa2806c4b523fed6edb",
     ".modelhub_state/outcome_checkpoint.json": "f68e4b2eed232a2a436130e3721ecf592b04ebe95caf286fea7f2f3315a71387",
     ".modelhub_state/queue_cleanup_latest.json": "665ddc9f6e9fb4f9fb67848cc68f66648b8317364a9b4a94623b5f6f3de39108",
     ".modelhub_state/recent_outcomes.jsonl": "530c3f3f681469cb91364456a0b40c6fcc13b4df04b6e2659e523f96bbbc2ce5",
     ".modelhub_state/recovery_active_tasks.jsonl": "d2ed7fcbee7231e80c14ea027a935ad92fa1bb2b0380d72f97b32824b4eed724",
-    ".modelhub_state/recovery_intents.jsonl": "e55be0a54470e57473291dd159d4c7a4b3f1e3e65b44a8e0c1780764e22c0246",
+    ".modelhub_state/recovery_intents.jsonl": "cddd704aaaec6a90c236220c3ce9d7f846814fa4a639ef282f2011992831fed4",
     ".modelhub_state/routing_intelligence.json": "29f1e5833f0508fb5cf1d39867047e38ad23a2eb87591fea62e314c06f550267",
     ".modelhub_state/submission_exclusions.jsonl": "660ad77b924d3b0cc76f46aacd1f91a924d13a02bc68057eb5a964647441283b",
     ".modelhub_state/worker_crashes.jsonl": "a6b56caed5c7afeb803f8701393cf4660f7e9799eb5ff84af826a142e16d9b00",
     "ledger/submissions.jsonl": "93e1d7fe77a17e2214ecaf619806a947eec8cca541c87535a663345590417f3d",
     "outcomes/submissions.jsonl": "ef1cafcf9bd4b8c781dac63b9fe69bd2d7fca0e84ecd75591bfbbf772f19a300"
   },
-  "generation": 24755,
-  "phase": "cycle",
+  "generation": 24756,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-14T10:39:36.965026+00:00",
+  "updatedAt": "2026-10-14T10:42:25.032854+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }