diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index fae3f7a3f9..03749c0686 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-20T05:00:47.778584+00:00",
+  "generatedAt": "2026-09-20T05:01:54.854955+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 2cc1f81e4f..bdf613ceb2 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-20T05:00:47.778584+00:00",
+  "catalogUpdatedAt": "2026-09-20T05:01:54.854955+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-09-20T05:00:47.778584+00:00",
+  "generatedAt": "2026-09-20T05:01:54.854955+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6553,6 +6553,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-09-20T05:00:47.778584+00:00",
+  "taskTreeUpdatedAt": "2026-09-20T05:01:54.854955+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 3e417e3176..4ca28328aa 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -1533,6 +1533,7 @@
 {"batchId": "0a2711df6fd5400b8c7746616c142b26", "completedAt": "2026-09-20T04:44:53.495938+00:00", "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "configSource": "modelhub_live", "createdAt": "2026-09-20T04:44:52.625435+00:00", "framework": "vllm_0_17_0_corex_4_4_0", "intentId": "ac763ca82ed348b29fbc33d286ba75cf", "lastModified": "2026-09-16T17:28:41+00:00", "modelAddress": "https://modelscope.cn/models/mlx-community/LFM2.5-1.2B-Thinking-8bit", "reason": null, "reconciledAt": "2026-09-20T05:00:48.577566+00:00", "repoId": "mlx-community/LFM2.5-1.2B-Thinking-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Iluvatar_bi-150", "taskId": "4970950", "taskType": "text-generation"}
 {"batchId": "40023a20f9cf4cf8bd1d244e1cc039ec", "completedAt": "2026-09-20T04:46:08.050460+00:00", "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "configSource": "modelhub_live", "createdAt": "2026-09-20T04:46:06.830336+00:00", "framework": "vllm_0_17_0_corex_4_4_0", "intentId": "d43a0c03344441919e2024b8a8b63c3f", "lastModified": "2026-09-16T16:38:45+00:00", "modelAddress": "https://modelscope.cn/models/RedHatAI/gemma-4-12B-it-FP8-Dynamic", "reason": null, "reconciledAt": "2026-09-20T05:00:48.578514+00:00", "repoId": "RedHatAI/gemma-4-12B-it-FP8-Dynamic", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Iluvatar_bi-150", "taskId": "4970952", "taskType": "text-generation"}
 {"batchId": "9cd422eaba2d4d5d986041ec575cafd4", "completedAt": "2026-09-20T05:00:40.986239+00:00", "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "configSource": "modelhub_live", "createdAt": "2026-09-20T05:00:40.023437+00:00", "framework": "vllm_0_17_0_corex_4_4_0", "intentId": "df9343932b5840e5a9eaa987bf2c6f17", "lastModified": "2026-09-16T17:07:54+00:00", "modelAddress": "https://modelscope.cn/models/mlx-community/LFM2.5-1.2B-Thinking-6bit", "reason": null, "reconciledAt": "2026-09-20T05:00:48.579314+00:00", "repoId": "mlx-community/LFM2.5-1.2B-Thinking-6bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Iluvatar_bi-150", "taskId": "4971125", "taskType": "text-generation"}
+{"batchId": "bcf9a40c95a44ac29abb414ae72cc7b0", "configFingerprint": "d341b8002cf39d3299fd429479e8c8e954583e49d4fec5a640ddc0f8f0cbd054", "configSource": "modelhub_live", "createdAt": "2026-09-20T05:01:55.270355+00:00", "framework": "vllm", "intentId": "2a321630f870431cb4d1496442b9c912", "lastModified": "2026-09-16T16:38:45+00:00", "modelAddress": "https://modelscope.cn/models/RedHatAI/gemma-4-12B-it-FP8-Dynamic", "repoId": "RedHatAI/gemma-4-12B-it-FP8-Dynamic", "safeConfigVector": {"dtype": "-", "gpuMemoryUtilization": 0.9, "gpuNum": 1, "maxModelLen": 4096, "tensorParallel": 1}, "status": "pending", "targetGpu": "Biren_166m", "taskType": "text-generation"}
 {"batchId": "9b66f3a164ed48ca9a534db1d291df0f", "completedAt": "2026-09-20T04:41:55.736464+00:00", "configFingerprint": "2ebd1d3ee8ed952dd08e24120ad5d7342c9a018f55c478225a242b664721e8d0", "configSource": "modelhub_live", "createdAt": "2026-09-20T04:36:47.619879+00:00", "framework": "vllm", "intentId": "6b3a8de2b10a428c9ddf9d22b3181296", "repoId": "RedHatAI/starcoder2-15b-FP8", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 2048}, "status": "age_policy_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "9b66f3a164ed48ca9a534db1d291df0f", "completedAt": "2026-09-20T04:41:55.736461+00:00", "configFingerprint": "2ebd1d3ee8ed952dd08e24120ad5d7342c9a018f55c478225a242b664721e8d0", "configSource": "modelhub_live", "createdAt": "2026-09-20T04:36:47.619821+00:00", "framework": "vllm", "intentId": "b9843c023d764a80b3d64be3bd78f7e3", "repoId": "neuralmagic/starcoder2-15b-FP8", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 2048}, "status": "age_policy_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "9b66f3a164ed48ca9a534db1d291df0f", "completedAt": "2026-09-20T04:41:55.736459+00:00", "configFingerprint": "58bd440e460cf3e4d9271b3c32c451e80254e59faf47ce55dcda11588cf4117e", "configSource": "modelhub_live", "createdAt": "2026-09-20T04:36:47.619764+00:00", "framework": "vllm", "intentId": "02e8d73581314d238754c645ce8907e2", "repoId": "neuralmagic/SmolLM-1.7B-Instruct-quantized.w8a8", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 2048}, "status": "age_policy_deferred", "targetGpu": "Mthreads_s4000", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index ffa900bbe3..5cae717012 100644
--- a/manifest.json
+++ b/manifest.json
@@ -3,22 +3,22 @@
   "checksums": {
     ".modelhub_state/architecture_compatibility_blacklist.json": "3f8ed9841863564886ff085bdf66d83781574dee9f5f7868bd0b0f7b100dce4b",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "15c2234d05eba13d55a6cee56f201b609d299a0f564c3df0ee5d490e241690ec",
-    ".modelhub_state/official_capabilities.json": "6ff18d5253ac7137dc7d80f005bed1a5edf72ae6e8c3b0c70997c4158dc2ac98",
+    ".modelhub_state/market_intelligence.json": "b7fb941166f7ba99407e41417e3324c8d932cb3c63a7d80db4d53d59213f13dd",
+    ".modelhub_state/official_capabilities.json": "5db6692813935cecb2910c93412b5940a9dfbb8afe33b3ab2b28e0427cc49d67",
     ".modelhub_state/outcome_checkpoint.json": "1c3fe981762d67d8dc71e6d355d50bfb111338da37cae935c993fe15160e6e39",
     ".modelhub_state/queue_cleanup_latest.json": "21a630cefff5c090992ca8360dafe8435b598ca2102f1b9990df6496329a9afe",
     ".modelhub_state/recent_outcomes.jsonl": "a6922b033a6620de4c1eebf27e571bc594980df5d0b7d7d7ae8eb909b24661eb",
     ".modelhub_state/recovery_active_tasks.jsonl": "5a77dccacf3fac570be0f11a0a3dd999d8214b8f33a9bcc8e33dfc012db520a0",
-    ".modelhub_state/recovery_intents.jsonl": "4929a148d76b33472f6acff8cb4241d121522712ad93e8d6aca1eb6173417fb3",
+    ".modelhub_state/recovery_intents.jsonl": "5147f5e55a119fb867d6aee39d513bf8fccfdc0eff46f820fd9720c3cf2b0ad1",
     ".modelhub_state/routing_intelligence.json": "c05f27d492da22841c61be564ea945da54ddfd6cf7aa385df59df42911868b70",
     ".modelhub_state/submission_exclusions.jsonl": "221be895a524330815b3c5124450b33c94b5f1e68169030c73684bf675d06ec7",
     ".modelhub_state/worker_crashes.jsonl": "a494412048eca6dce83e7284303a6b4b56a445c1274ac201ab8723c739a14f23",
     "ledger/submissions.jsonl": "25f2713aa2685ce82903d85bb7e5c186aedb09db516c378dab449efc7ab7b8cf",
     "outcomes/submissions.jsonl": "b083c5da5a623c52f045ac72cfe9235f7fc0975227dda5635622f4cecf28a0f2"
   },
-  "generation": 10238,
-  "phase": "cycle",
+  "generation": 10239,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-09-20T05:00:48.762224+00:00",
+  "updatedAt": "2026-09-20T05:01:55.413911+00:00",
   "writerId": "f67e4ec113c04968a9d9484fb8e36bd4"
 }