diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 2579bab934..2b6cee6256 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -456,7 +456,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-19T23:48:23.762144+00:00",
+  "generatedAt": "2026-10-20T00:02:27.972821+00:00",
   "summary": {
     "activeBlockCount": 21,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 50335561aa..36ee217c1f 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-19T23:59:15.961100+00:00",
+  "generatedAt": "2026-10-20T00:04:07.355003+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index ad6417089c..f4959ef16a 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-19T23:59:15.961100+00:00",
+  "catalogUpdatedAt": "2026-10-20T00:04:07.355003+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-19T23:59:19.704691+00:00",
+  "generatedAt": "2026-10-20T00:04:07.355003+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6545,6 +6545,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-19T23:59:15.961100+00:00",
+  "taskTreeUpdatedAt": "2026-10-20T00:04:07.355003+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index d33817decf..0bbf2a3ca2 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": "2026-10-19T23:52:01.060135+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": "2026-10-19T23:52:01.060317+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": "68fd34a4bcac4dc7a7c9c0d2c90d0754", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T00:04:07.657339+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "b4c83f7b49b047b0927c81085f1f42a3", "lastModified": "2026-10-19T18:55:19+00:00", "modelAddress": "https://modelscope.cn/models/shisa-ai/shisa-de-2.1-FP8-dynamic", "repoId": "shisa-ai/shisa-de-2.1-FP8-dynamic", "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": "e83640cfb65c4e75a93d09431e67037a", "completedAt": "2026-10-20T00:01:27.053834+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T23:59:19.816124+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "524fcf10516747eb8ec13280ca19f524", "repoId": "shisa-ai/shisa-de-2.1-FP8-dynamic", "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": "4d19c89f95ee44f7aaca9512c22ea983", "completedAt": "2026-10-19T23:56:25.591697+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T23:54:32.877657+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "31b93aec07ec412595d60a8ff586e6cc", "repoId": "shisa-ai/shisa-de-2.1-FP8-dynamic", "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": "9bda0f002547412387ad85bcbcb8a996", "completedAt": "2026-10-19T23:51:53.613752+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-19T23:50:20.184727+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "aa071ac536f34ad2a9232f747e0d7643", "repoId": "shisa-ai/shisa-de-2.1-FP8-dynamic", "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 2209fb23f2..9b00203502 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": "9cf5bd882d9f370a438fd0a2dc1a11a4ecf13cbcf159bc4fed993b94d6494ee9",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "505eecf9ede775035e65efe6811ce7990cc9a3b7098c64cb81db83c5bdef7f6e",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "7da7b497088c3860259744eb32b5400520196356d682174848b17034a6af6321",
-    ".modelhub_state/official_capabilities.json": "799facf9d683879145913ebdfd4ab1704a69d1973909f8df4dfc4c5244523d14",
+    ".modelhub_state/market_intelligence.json": "625049992fec0cce7c7f46ac2878dc53056539cf51dadc5f4af20df1ee8e2e4b",
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     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "ff976218cf30a446d17ade1cd8d8f4b6490238d2c1e595c28b4a0f65b7653a1b",
-    ".modelhub_state/recovery_intents.jsonl": "ef9f6ef1d0cc586592223ad980c317e8281bca8fb030411c53a38e3d7464313a",
+    ".modelhub_state/recovery_intents.jsonl": "ae8ad1d0157ba8f2db91cf6749346b73830cdd84aa41a8dd6d045bfc83781c17",
     ".modelhub_state/routing_intelligence.json": "501e3f666048d11f7090d0644e284c1688a22ca847ff4a5f3308b57a10e213ad",
     ".modelhub_state/submission_exclusions.jsonl": "cdeb865194967b3ec37cae4bd7a67fa7f2a65a651eafa2c1bf8dbfb9d15c80bf",
     "ledger/submissions.jsonl": "7730c11fcfcdb3ac056746c696f0503890dc7d607a96070d398765c093b97170",
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   },
-  "generation": 736,
-  "phase": "result",
+  "generation": 737,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-20T00:01:27.100320+00:00",
+  "updatedAt": "2026-10-20T00:04:07.706760+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }