diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index abd8fc1e30..dc1df2cee5 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -434,7 +434,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-07T13:24:56.067405+00:00",
+  "generatedAt": "2026-10-07T13:27:20.650268+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index e8dc48383d..4e77d47ff1 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-07T13:24:56.067405+00:00",
+  "catalogUpdatedAt": "2026-10-07T13:27:20.650268+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-07T13:24:56.067405+00:00",
+  "generatedAt": "2026-10-07T13:27:20.650268+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -7017,6 +7017,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-07T13:24:56.067405+00:00",
+  "taskTreeUpdatedAt": "2026-10-07T13:27:20.650268+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 3a37af8a97..173aeb78f3 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3132,6 +3132,7 @@
 {"batchId": "a98984bf0d4a45728c0d18e711a7598d", "completedAt": "2026-10-07T12:43:49.548374+00:00", "configFingerprint": "26bfee231695e882b96dee0191bc1dfec25bcad132af96a7ee5f0e26f3cb9fdc", "configSource": "modelhub_live", "createdAt": "2026-10-07T12:43:45.781885+00:00", "framework": "vllm_tokenizer_patch", "intentId": "49580cd112b94296b74d0640d8cee58c", "lastModified": "2026-10-07T05:29:24+00:00", "modelAddress": "https://modelscope.cn/models/raincandy-u/MacroStories", "reason": null, "reconciledAt": "2026-10-07T13:22:42.578940+00:00", "repoId": "raincandy-u/MacroStories", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "5354417", "taskType": "text-generation"}
 {"batchId": "15b9652354784b3a8fc6b436379f0b06", "completedAt": "2026-10-07T13:01:27.593050+00:00", "configFingerprint": "1a93fa08e096ea6199b10994f8676be8fc032d458e70f127ff1c57cd7cfe44fa", "configSource": "modelhub_live", "createdAt": "2026-10-07T13:00:00.106946+00:00", "framework": "vllm-mlu", "intentId": "f1c5878006d04fd698cb4ce70c708901", "lastModified": "2026-10-07T05:29:24+00:00", "modelAddress": "https://modelscope.cn/models/raincandy-u/MacroStories", "reason": null, "reconciledAt": "2026-10-07T13:22:42.577364+00:00", "repoId": "raincandy-u/MacroStories", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "recovered_active", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "5354623", "taskType": "text-generation"}
 {"batchId": "edd2993489aa400a9dd9add1ebb751b3", "completedAt": "2026-10-07T13:11:11.529041+00:00", "configFingerprint": "d8df464812ff2fd3c46dc89b0fc6a96370e694fab8e52179f1ada2cdd0ea92b9", "configSource": "modelhub_live", "createdAt": "2026-10-07T13:11:09.886054+00:00", "framework": "vllm_fix_tokenizer", "intentId": "57c2ccd668ef48d190dc8101cedc356c", "lastModified": "2026-10-07T05:29:24+00:00", "modelAddress": "https://modelscope.cn/models/raincandy-u/MacroStories", "reason": null, "reconciledAt": "2026-10-07T13:22:42.579625+00:00", "repoId": "raincandy-u/MacroStories", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "targetGpu": "Biren_166m", "taskId": "5354735", "taskType": "text-generation"}
+{"batchId": "176db1b636254364a8ba41ed3a527a8e", "configFingerprint": "58bd440e460cf3e4d9271b3c32c451e80254e59faf47ce55dcda11588cf4117e", "configSource": "modelhub_live", "createdAt": "2026-10-07T13:27:21.588693+00:00", "framework": "vllm", "intentId": "e8e5f091cf60468a991bdf5969250e15", "lastModified": "2026-10-07T05:29:24+00:00", "modelAddress": "https://modelscope.cn/models/raincandy-u/MacroStories", "repoId": "raincandy-u/MacroStories", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 2048}, "status": "pending", "targetGpu": "Mthreads_s4000", "taskType": "text-generation"}
 {"batchId": "50a9ebb7692d48339c15535bdb372644", "completedAt": "2026-10-07T12:25:05.453499+00:00", "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "configSource": "modelhub_live", "createdAt": "2026-10-07T11:46:54.979452+00:00", "framework": "vllm_0_17_0_corex_4_4_0", "intentId": "9db5c28a403e4121ba05d3149383438d", "repoId": "nkkbr/Mini-K3-1H-attn-2kda-2mla-nope-v2", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Iluvatar_bi-150", "taskId": null, "taskType": "text-generation"}
 {"batchId": "50a9ebb7692d48339c15535bdb372644", "completedAt": "2026-10-07T12:25:05.453497+00:00", "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "configSource": "modelhub_live", "createdAt": "2026-10-07T11:46:54.979406+00:00", "framework": "vllm_0_17_0_corex_4_4_0", "intentId": "af404f0d8a60488782d86143f0c24cdf", "repoId": "nkkbr/Mini-K3-1H-attn-1kda-3mla-nope-v2", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Iluvatar_bi-150", "taskId": null, "taskType": "text-generation"}
 {"batchId": "50a9ebb7692d48339c15535bdb372644", "completedAt": "2026-10-07T12:25:05.453494+00:00", "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "configSource": "modelhub_live", "createdAt": "2026-10-07T11:46:54.979349+00:00", "framework": "vllm_0_17_0_corex_4_4_0", "intentId": "6291da14aded44cfb39d9b8b98c632e7", "repoId": "mlx-community/Ornith-1.5-9B-OptiQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Iluvatar_bi-150", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 0df0d5b1fd..3cd8946e41 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,22 +4,22 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "a1aab2f57a2886c9028165f2d7dc159e2c91b94ef0cb9ebeffd22d9528363742",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "e9139a402df84c7b9d4f4d94cfbceac15c034efd74a28c18973d9645e4971657",
-    ".modelhub_state/official_capabilities.json": "61abe1b27020b99352ae176bb3fa12f10bb0f37d9d499e2dec144e28a7891e33",
+    ".modelhub_state/market_intelligence.json": "742a1767e7e9a2f222131aa448225b4063555275f8e71d3052e5699359194450",
+    ".modelhub_state/official_capabilities.json": "cd35cd011a997b819d1c7b88ec8d675a358a5101f9cde870ce1e04d9ae91bf0d",
     ".modelhub_state/outcome_checkpoint.json": "c4bd0f4864147912e1586fc203db66868254021f80a54334069cd5b2dce3afdc",
     ".modelhub_state/queue_cleanup_latest.json": "7f569be3fbe746570a2cdb33f54784d130294aa154d93e9ad9102b01386bc4cf",
     ".modelhub_state/recent_outcomes.jsonl": "7da9d99400f3562a14c78c3ec3585005a52bfbb8ad353c0cb4b72a1a27ac51f3",
     ".modelhub_state/recovery_active_tasks.jsonl": "c7517565fee766cd903cead5f07b658651c2cdccccb7aa519a7b529ca92da09e",
-    ".modelhub_state/recovery_intents.jsonl": "ecfb80406342f01b78382ad2c8d59483a3776e36a57256a742f4ab11bc8c287a",
+    ".modelhub_state/recovery_intents.jsonl": "f2180d390af92e7d9e7ea6292583a36c6ddbcd790b864fdedaeabf5be803a2a1",
     ".modelhub_state/routing_intelligence.json": "600f2701881e4db7b785a2af5a033a66b629c53b5bb3ae9b69f1167bbc12d74f",
     ".modelhub_state/submission_exclusions.jsonl": "dca7091e8b1da8bf9b3ecb95fe573b2a41666601edf86cea13ce9ce738b9eb7b",
     ".modelhub_state/worker_crashes.jsonl": "b321ea3648ae6b322601ed30ef8c3b1da0f13612af1bde3a64b0d41dc18a7b9f",
     "ledger/submissions.jsonl": "95cf7b4d5886b26ed06d4a3671cfcc26c2a3a8eecf7a2ac40e23f5e8322c48c5",
     "outcomes/submissions.jsonl": "3086a3dc9c28bafa56a43be7b73ca7ade3a318b331d6a80a40a272f3d8b8855d"
   },
-  "generation": 21836,
-  "phase": "cycle",
+  "generation": 21837,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-07T13:24:57.165585+00:00",
+  "updatedAt": "2026-10-07T13:27:21.770240+00:00",
   "writerId": "33ed03361c5848e88b8ce6204fb4f7d2"
 }