diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index cf85a813b8..e51e64af84 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -396,7 +396,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-26T13:01:03.160470+00:00",
+  "generatedAt": "2026-09-26T13:03:48.876254+00:00",
   "gpuStats": {
     "Ascend_910-b4": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 0eae38bbfb..6dc711f4d5 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-26T13:01:03.160470+00:00",
+  "catalogUpdatedAt": "2026-09-26T13:03:48.876254+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-09-26T13:01:27.391155+00:00",
+  "generatedAt": "2026-09-26T13:03:48.876254+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6429,6 +6429,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-09-26T13:01:03.160470+00:00",
+  "taskTreeUpdatedAt": "2026-09-26T13:03:48.876254+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index c8e556a86d..afd7adafb8 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -2537,6 +2537,7 @@
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 {"batchId": "5d32fc2fcbef4d6da617f25f9532887e", "completedAt": "2026-09-26T11:43:40.340062+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-09-26T11:43:39.306631+00:00", "framework": "vllm_fix_tokenizer", "intentId": "23c8ecb85972412a8a6f6f4da4c23a0e", "lastModified": "2026-09-05T13:59:29+00:00", "modelAddress": "https://modelscope.cn/models/ibm-granite/granite-4.2-8b", "reason": null, "reconciledAt": "2026-09-26T13:02:03.272936+00:00", "repoId": "ibm-granite/granite-4.2-8b", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Vastai_va16", "taskId": "5099879", "taskType": "text-generation"}
 {"batchId": "27112e1fd740423d8fc50ce3ac230af0", "completedAt": "2026-09-26T12:47:10.547785+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-09-26T12:46:23.376740+00:00", "framework": "vllm_fix_tokenizer", "intentId": "ccfaf6e5b9324f468b56bc11e7371599", "lastModified": "2026-09-26T12:45:14+00:00", "modelAddress": "https://modelscope.cn/models/ukisai/Swift-1.5-5bit-MLX", "reason": null, "reconciledAt": "2026-09-26T13:02:03.274472+00:00", "repoId": "ukisai/Swift-1.5-5bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5100778", "taskType": "text-generation"}
+{"batchId": "8cc7bfcee9254c23ad6f618f0b698c7a", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-09-26T13:03:51.676348+00:00", "framework": "vllm_fix_tokenizer", "intentId": "ffe8045d67304c8dbbb2da4c1a4e1046", "lastModified": "2026-09-26T12:48:28+00:00", "modelAddress": "https://modelscope.cn/models/ukisai/Swift-1.5-5bit-MLX", "repoId": "ukisai/Swift-1.5-5bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Biren_166m", "taskType": "text-generation"}
 {"batchId": "179e9ecfe35348deb44f3c5be7efe247", "completedAt": "2026-09-26T04:54:18.911541+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-09-26T04:54:16.299502+00:00", "framework": "vllm_fix_tokenizer", "intentId": "f015fa059f0d4b85abd1ea1620d3a8cd", "repoId": "mlx-community/LFM2.5-1.2B-Instruct-6bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
 {"batchId": "f9c8240154db42b398dacf34696c5086", "completedAt": "2026-09-24T11:26:48.472659+00:00", "configFingerprint": "1c0a4f69628b2a0ad37a6eee139a4c98afed7d8c93529a9ef42a90756e4e1940", "configSource": "modelhub_live", "createdAt": "2026-09-24T11:26:46.008294+00:00", "framework": "vllm_tokenizer_patch", "intentId": "10a1c592a9ee4f11bef9a65c25835867", "repoId": "mlx-community/LFM2.5-1.2B-Instruct-6bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "72ad98bd76b64878af3b85496f9b4f2a", "completedAt": "2026-09-24T03:18:53.744906+00:00", "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configSource": "modelhub_live", "createdAt": "2026-09-24T03:18:52.675723+00:00", "framework": "vllm-mlu", "intentId": "bc91c43bd85e44bda5e2f46293875f01", "repoId": "mlx-community/LFM2.5-1.2B-Instruct-6bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "uniqueness_rejected", "targetGpu": "Cambricon_mlu-370-x8", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 47b42229f9..78745f3fe4 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,22 +4,22 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "31f903f3f045db820e4b773117f76306ba1b96111949aef0d7abf8c9dbc88f81",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "ec1b1ea5938713345e4cc7202675e5d7588da6d94473b2b2cdeb942ba985691d",
-    ".modelhub_state/official_capabilities.json": "8c123517380b316d4d888ae40d4b1792492eece80bfb9358ed694ab252184876",
+    ".modelhub_state/market_intelligence.json": "01c2f737a62b6e8d322afba0c77805e62cbbd6947867073473fa4957aa87242a",
+    ".modelhub_state/official_capabilities.json": "82ea4b3e24de639dd17458f5a32bef8cfe47e6142b602b45f1dd85c0fa57831f",
     ".modelhub_state/outcome_checkpoint.json": "68bd38ffb99fb8adafb9d22e6c520faa8139422da50e52a9f8b0959691daf91e",
     ".modelhub_state/queue_cleanup_latest.json": "a4be311cb9d1e3697cc2760399d7c82144d4136dda714a2da14db87ebac3fea8",
     ".modelhub_state/recent_outcomes.jsonl": "b65a8637809936e8d8672436bc65a6880a573622f141f051aadc1337d9a18235",
     ".modelhub_state/recovery_active_tasks.jsonl": "64321c14f7065d70df8de877f13ce52238aca06631c9e8947c1258ac9e1a4e8b",
-    ".modelhub_state/recovery_intents.jsonl": "0e751ce8762b8c28542e8e8d7f0209e3ade8803334e42f22989a44f8c417fd5a",
+    ".modelhub_state/recovery_intents.jsonl": "3f5999714b3d5de6ae56423f58335ebf54d1b5b06df87762542f7fe6df72f425",
     ".modelhub_state/routing_intelligence.json": "0ce37d579648c84da0584cdbf5d3c5a51c6a6b51120af752628869ebd02f63e5",
     ".modelhub_state/submission_exclusions.jsonl": "2cd0731cd4d31bc6d844f4f0a1e510e2fc839ca66f2ce07d2664110b33374799",
     ".modelhub_state/worker_crashes.jsonl": "ccd40ad86ab5068ea1c3520a48fa733cf2e4b357ae5abb95ff00728d5d1b5487",
     "ledger/submissions.jsonl": "9393d7fbe5af3c6cf944cec61a3d547e791acbf586f3dcf761c749d63671a86e",
     "outcomes/submissions.jsonl": "316c67055a79fa55f7628506a84634693219347d9f4e315ad05e2810b04cfc7c"
   },
-  "generation": 16559,
-  "phase": "cycle",
+  "generation": 16560,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-09-26T13:02:03.448951+00:00",
+  "updatedAt": "2026-09-26T13:03:51.809334+00:00",
   "writerId": "08206cb1993a433e83f1d3e297db2d2e"
 }