diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 95a71258f8..50b3f2bb0e 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -456,7 +456,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-19T20:59:39.174530+00:00",
+  "generatedAt": "2026-10-19T21:13:46.043785+00:00",
   "summary": {
     "activeBlockCount": 21,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 727e81aaa9..551c4549ba 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-19T21:11:00.163317+00:00",
+  "generatedAt": "2026-10-19T21:15:16.569447+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index cb85c17385..e0a6fdf99f 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-19T21:11:00.163317+00:00",
+  "catalogUpdatedAt": "2026-10-19T21:15:16.569447+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-19T21:11:00.163317+00:00",
+  "generatedAt": "2026-10-19T21:15:16.569447+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6545,6 +6545,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-19T21:11:00.163317+00:00",
+  "taskTreeUpdatedAt": "2026-10-19T21:15:16.569447+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 00fe6b12c7..02c2d5bfd3 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -8,6 +8,7 @@
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 {"agentVersion": "2026.10.18.1", "batchId": "87783e46fa954f75ad6d8342b9d15446", "completedAt": "2026-10-19T06:25:51.064030+00:00", "configFingerprint": "0b3aba8e880b5f6fa7b9aa817b9c4c2fbbfb0030e00a71272a9bebf44f0f76b5", "configSource": "modelhub_live", "createdAt": "2026-10-19T06:23:54.129483+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "57d7b7cf62b843c288378ac20283a484", "lastModified": "2026-10-19T05:18:14+00:00", "modelAddress": "https://modelscope.cn/models/OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "reason": null, "reconciledAt": "2026-10-19T21:04:19.964801+00:00", "repoId": "OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskId": "5645923", "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "110f5a508e044facb241211f54eceeb7", "completedAt": "2026-10-19T06:32:34.698506+00:00", "configFingerprint": "077eea1fd1f15fd13a8367dad60b0d1b310724d7cc6ea546505d0f84d78d5aca", "configSource": "modelhub_live", "createdAt": "2026-10-19T06:30:42.213744+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "55e4f930d8c1459dbaec6a72f74dc09c", "lastModified": "2026-10-18T14:13:55+00:00", "modelAddress": "https://modelscope.cn/models/castorini/gaggle-nanochat-pretrained-climbmix-20260924", "reason": null, "reconciledAt": "2026-10-19T21:04:19.964482+00:00", "repoId": "castorini/gaggle-nanochat-pretrained-climbmix-20260924", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "hygon_k100-ai", "taskId": "5645977", "taskType": "text-generation"}
+{"agentVersion": "2026.10.18.1", "batchId": "b37b747dcac547eb8ec1b43c1c72b595", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T21:15:16.797683+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "901666cc67dc48b0877f1df8924e46f4", "lastModified": "2026-10-19T18:03:45+00:00", "modelAddress": "https://modelscope.cn/models/cpatonn-mirror/Seed-OSS-36B-Instruct-AWQ-4bit", "repoId": "cpatonn-mirror/Seed-OSS-36B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "30b9a34fbc9949359d0f26ef797d8002", "completedAt": "2026-10-19T21:12:42.761223+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T21:11:06.962942+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "79ae86a38bfc4e929e780a9f2ecd33b7", "repoId": "cpatonn-mirror/Seed-OSS-36B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "6f707239e1f544ed8f5b566c8d925317", "completedAt": "2026-10-19T21:08:25.118002+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T21:06:38.265672+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "78931d973d3b432b88ee657c0e298a4b", "repoId": "cpatonn-mirror/Seed-OSS-36B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "64c2bd42569a4c5a83356bbfbd6a5747", "completedAt": "2026-10-19T21:04:11.881941+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T21:02:13.283435+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "9105cc62f1044b918345d283ecfb86ee", "repoId": "cpatonn-mirror/Seed-OSS-36B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index b48c9cf5c0..61c5943cf8 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,22 +2,22 @@
   "agentVersion": "2026.10.18.1",
   "checksums": {
     ".modelhub_state/account_capacity.json": "bacaeb34aaa0d094f61dc04e31369b8a3445b90ef824f5162ea01554f13d38ac",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "477dd9eb324ed4d162f34f6b30f9b6156d15320c58154a1d05e28bb36b59b9f0",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "ff45f62dce2d8295e8463a27f5267eea50681f29de54dd128c3cdb89a5415bef",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "e4bdb54ebf64f382c2906946ba3bb5cb8dd186c48cbfd3aadfda133b9a20850d",
-    ".modelhub_state/official_capabilities.json": "87aed55fbd095e44795bd2a1fb0c20ea2d8e2d2f6e7c6133cb6ea6c57b108cb3",
+    ".modelhub_state/market_intelligence.json": "3958e443a496bfee56805bd3e872c43f9116d4bd4a059dcab4df0734554b918a",
+    ".modelhub_state/official_capabilities.json": "6c73525800d98715f8946f070c470ee336b85615b243bd09169c56dcb3ff1cd7",
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "8fa96c50368ac89c76c55e37fa120553f7abd3eccdef1f932997c7bfca4abeed",
-    ".modelhub_state/recovery_intents.jsonl": "75427b81d22d969636c74258e7d7fb55a90f04a462506036c076dd36ff70d011",
+    ".modelhub_state/recovery_intents.jsonl": "4f721afe79d649d73c9fef6c391017ea3f634f94db6b75da5fb6af750ba57c75",
     ".modelhub_state/routing_intelligence.json": "1fe5f774317b2a0a6795215960e8b2c517bdf373c7b5383ddd160caee828eebb",
     ".modelhub_state/submission_exclusions.jsonl": "fd6a7e410138cab8bec22a756678090f3840fdc61cfd3f313c2f72bba707ed19",
     "ledger/submissions.jsonl": "7730c11fcfcdb3ac056746c696f0503890dc7d607a96070d398765c093b97170",
     "outcomes/submissions.jsonl": "31a528e7ade1621b5b6acb73f13c89fa9977906ba4d1e672364b4de0fc636e5a"
   },
-  "generation": 650,
-  "phase": "result",
+  "generation": 651,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-19T21:12:42.808833+00:00",
+  "updatedAt": "2026-10-19T21:15:16.842133+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }