diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 35c87e17b0..6ed6f3f019 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-09-21T21:04:28.906573+00:00",
+  "communityAttemptedAt": "2026-09-21T21:20:24.262942+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-09-21T21:04:28.906573+00:00",
+  "communityUpdatedAt": "2026-09-21T21:20:24.262942+00:00",
   "frameworkAttemptedAt": "2026-09-21T15:33:56.261808+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -434,7 +434,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-21T21:19:02.061951+00:00",
+  "generatedAt": "2026-09-21T21:20:24.262942+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 61eeb06aac..0f08f29023 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-21T21:19:02.061951+00:00",
+  "catalogUpdatedAt": "2026-09-21T21:20:24.262942+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-09-21T21:19:02.061951+00:00",
+  "generatedAt": "2026-09-21T21:20:24.262942+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6829,6 +6829,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-09-21T21:19:02.061951+00:00",
+  "taskTreeUpdatedAt": "2026-09-21T21:20:24.262942+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index e902deb158..da090e02ef 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -2311,6 +2311,7 @@
 {"batchId": "1acbd7fd14cf40a082294ec70a9f126c", "completedAt": "2026-09-21T21:06:49.974934+00:00", "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configSource": "modelhub_live", "createdAt": "2026-09-21T21:06:48.257289+00:00", "framework": "vllm", "intentId": "3fe817ed3f6440cfb7a1605bc5f96607", "lastModified": "2026-09-21T18:42:39+00:00", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-mamba2-n128-g8-v1_B", "reason": null, "reconciledAt": "2026-09-21T21:19:03.666499+00:00", "repoId": "nkkbr/Mini-K3-1H-mamba2-n128-g8-v1_B", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Mthreads_s4000", "taskId": "5007314", "taskType": "text-generation"}
 {"batchId": "d1dad0e5c9f741e881539e3077cd586a", "completedAt": "2026-09-21T21:10:26.175306+00:00", "configFingerprint": "533968aac3b9c90272dfbe2866791f782e077f0dceee5b6ffffce48ba6674a10", "configSource": "modelhub_live", "createdAt": "2026-09-21T21:10:25.068519+00:00", "framework": "vllm", "intentId": "e6d77e0504b14649bc54113f2ee8267b", "lastModified": "2026-09-21T18:45:44+00:00", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-decay-g16-v2_B", "reason": null, "reconciledAt": "2026-09-21T21:19:03.664720+00:00", "repoId": "nkkbr/Mini-K3-1H-decay-g16-v2_B", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5007347", "taskType": "text-generation"}
 {"batchId": "6c81e213140a4752954be405a1e6689f", "completedAt": "2026-09-21T21:14:33.635386+00:00", "configFingerprint": "533968aac3b9c90272dfbe2866791f782e077f0dceee5b6ffffce48ba6674a10", "configSource": "modelhub_live", "createdAt": "2026-09-21T21:14:31.367985+00:00", "framework": "vllm", "intentId": "22d9415683b54894b6caffb93f6f6cc9", "lastModified": "2026-09-21T18:43:38+00:00", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-decay-g2-v2_C", "reason": null, "reconciledAt": "2026-09-21T21:19:03.666031+00:00", "repoId": "nkkbr/Mini-K3-1H-decay-g2-v2_C", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "MetaX_c-500", "taskId": "5007393", "taskType": "text-generation"}
+{"batchId": "9916d98dc2a94f238ec71ff5e66600d3", "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configSource": "modelhub_live", "createdAt": "2026-09-21T21:20:39.478003+00:00", "framework": "vllm-mlu", "intentId": "11976defe4374918b9b2bff9da3b92ba", "lastModified": "2026-09-21T20:13:14+00:00", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-kda-kernel-64-v2", "repoId": "nkkbr/Mini-K3-1H-kda-kernel-64-v2", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "pending", "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation"}
 {"batchId": "24082fb4e4bc48b988e1e4deac30068b", "completedAt": "2026-09-21T20:36:17.828196+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-09-21T20:36:00.461127+00:00", "framework": "vllm_fix_tokenizer", "intentId": "7ef98d8672514b6cb8bcf83850090ffe", "repoId": "nkkbr/Mini-K3-1H-attnres-block6-v1_C", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
 {"batchId": "f8d3f1991720478ea905a5ecf7d43601", "completedAt": "2026-09-21T19:05:00.691781+00:00", "configFingerprint": "2ebd1d3ee8ed952dd08e24120ad5d7342c9a018f55c478225a242b664721e8d0", "configSource": "modelhub_live", "createdAt": "2026-09-21T19:00:55.137064+00:00", "framework": "vllm", "intentId": "64b834dd640742a0b32535bde02b94ad", "repoId": "CohereLabs/tiny-aya-base-32K", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 2048}, "status": "age_policy_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "f8d3f1991720478ea905a5ecf7d43601", "completedAt": "2026-09-21T19:05:00.691779+00:00", "configFingerprint": "2ebd1d3ee8ed952dd08e24120ad5d7342c9a018f55c478225a242b664721e8d0", "configSource": "modelhub_live", "createdAt": "2026-09-21T19:00:55.137007+00:00", "framework": "vllm", "intentId": "d6229ef4ac9942078baa35e312133d9d", "repoId": "neuralmagic/Llama-3.2-1B-Instruct-quantized.w8a8", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 2048}, "status": "age_policy_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index ed58bd9db3..3e4fb35802 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,22 +4,22 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "fb65bde2d021778d3c358f078f0c145ead6c3c675243fa1581f9f44f2f2c8e91",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "ec7d263e5a97c1a151d4634ddff8c63c81ac8bebf5dc7bf1edb967b6b0517e03",
-    ".modelhub_state/official_capabilities.json": "011b70a3dc66612e585105d75060a3dd7e7c1ce2cd1ea444fb8e3d02a84e5507",
+    ".modelhub_state/market_intelligence.json": "89659bca2f7c3b25b7763fc12b56c39887dad936f8df90ed1b17e638ac0c7e7f",
+    ".modelhub_state/official_capabilities.json": "646680ea027eacf3bc9e482fc44af1838109042b7f35337524be3b6d5a02c93c",
     ".modelhub_state/outcome_checkpoint.json": "b87958d8bdfc43c2539183e61dbf3810a228b36e094f1027b11fe66130288fe5",
     ".modelhub_state/queue_cleanup_latest.json": "8daf02cdfdb57e20ccb924fdde4513acb275773138029cbdd33f16050991b30c",
     ".modelhub_state/recent_outcomes.jsonl": "096dfeda15f086846dd6d54bb036944ec7573e9f83185650c40069f9d974f658",
     ".modelhub_state/recovery_active_tasks.jsonl": "f0f12c982cd4c4ee4b5a5d2113a4c02bf8856c49e85ef628e8806d2cd35ac678",
-    ".modelhub_state/recovery_intents.jsonl": "5d34e99da7838f3ea94dc1a1b8e6f708983185b77bad61d852c0f20eaf25cbc6",
+    ".modelhub_state/recovery_intents.jsonl": "9d0006d576bcda4099577c16795c270f8f17e5c7b432b3ae7652f42cf0cf22f0",
     ".modelhub_state/routing_intelligence.json": "dfdc60937cc60065e9c036b5e7d9f729ec966913ca23669968d5a2f6199259b0",
     ".modelhub_state/submission_exclusions.jsonl": "80315f370e9cc3cdadaf390e12573ef887794214779379c50b7b37b7631e8989",
     ".modelhub_state/worker_crashes.jsonl": "07505b69e0b050da5f90f8b046a3069d3e1ca2574ca39896bc7d8a66293167f7",
     "ledger/submissions.jsonl": "09a3a3cab4ce8a74168a2a3058aea56d2fa5255dcb7a8083c59e14e4342a19a3",
     "outcomes/submissions.jsonl": "2340292ccca00a58283c71bb79288dfb4fa53c26e1f3c77698148adfd647dfeb"
   },
-  "generation": 11770,
-  "phase": "cycle",
+  "generation": 11771,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-09-21T21:19:03.860179+00:00",
+  "updatedAt": "2026-09-21T21:20:39.637002+00:00",
   "writerId": "8b35139af6674067a339a670222d4b67"
 }