diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index b4db384a3a..96e9477077 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -454,7 +454,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-20T21:20:16.572807+00:00",
+  "generatedAt": "2026-10-20T21:34:37.032214+00:00",
   "summary": {
     "activeBlockCount": 21,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index e9e664d799..35bd81d08c 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-20T21:33:05.150603+00:00",
+  "generatedAt": "2026-10-20T21:34:37.040502+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 3aa48478ed..2ee887db5b 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-20T21:33:05.150603+00:00",
+  "catalogUpdatedAt": "2026-10-20T21:34:37.040502+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-20T21:33:09.001072+00:00",
+  "generatedAt": "2026-10-20T21:34:37.040502+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6553,6 +6553,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-20T21:33:05.150603+00:00",
+  "taskTreeUpdatedAt": "2026-10-20T21:34:37.040502+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index dc869b32d3..a7c7589839 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -15,6 +15,7 @@
 {"agentVersion": "2026.10.18.1", "batchId": "e9128581124342918a114ec04b6fe1cd", "completedAt": "2026-10-20T17:01:25.073703+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T16:59:46.372248+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "64628312fdfb437c82ccb593230a538c", "lastModified": "2026-10-20T14:01:12+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Ornith-1.0-35B-AWQ-FP8", "reason": null, "reconciledAt": "2026-10-20T21:23:37.857576+00:00", "repoId": "cyankiwi/Ornith-1.0-35B-AWQ-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": "5679352", "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "3d16d1e3580642789e4e9117e1ec9027", "completedAt": "2026-10-20T17:48:28.689483+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-20T17:47:23.188274+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "ff802fb5742d4c68bdf693547359a5a3", "lastModified": "2026-10-20T13:33:43+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Qwen-AgentWorld-35B-A3B-AWQ-FP8", "reason": null, "reconciledAt": "2026-10-20T21:23:37.857282+00:00", "repoId": "cyankiwi/Qwen-AgentWorld-35B-A3B-AWQ-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": "5679853", "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "bfe3dc34c9904a8ab93fd1f2f6897b91", "completedAt": "2026-10-20T18:21:32.501148+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-20T18:19:57.975199+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "8382e4fc171c4420803efb83b010a598", "lastModified": "2026-10-20T14:17:21+00:00", "modelAddress": "https://modelscope.cn/models/hf/esatapedico-MiniCPM-V-4.7-35B-A3B-NVFP4", "reason": null, "reconciledAt": "2026-10-20T21:23:37.857892+00:00", "repoId": "hf/esatapedico-MiniCPM-V-4.7-35B-A3B-NVFP4", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b4", "taskId": "5680268", "taskType": "text-generation"}
+{"agentVersion": "2026.10.18.1", "batchId": "832b9938cb6a431e87bff6ec5868d1fd", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T21:34:37.307523+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "47a68b4d534a476399827faa1f757dea", "lastModified": "2026-10-20T14:17:21+00:00", "modelAddress": "https://modelscope.cn/models/hf/esatapedico-MiniCPM-V-4.7-35B-A3B-NVFP4", "repoId": "hf/esatapedico-MiniCPM-V-4.7-35B-A3B-NVFP4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "62aeb4adaee542deafc4d6f6f37b6adb", "completedAt": "2026-10-20T21:34:33.724335+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T21:33:16.050834+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "965c2853b5174a3799ad86d20fe0c173", "repoId": "hf/esatapedico-MiniCPM-V-4.7-35B-A3B-NVFP4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "6f132a9cb2524b39983ea9e72bd183c9", "completedAt": "2026-10-20T21:33:14.666537+00:00", "configFingerprint": "d8ecd7b73d8c0925e45e40c930e449d6a7f7bd3b2a8bf247548da99e9fd080b6", "configSource": "modelhub_live", "createdAt": "2026-10-20T21:33:12.662480+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "cd912f89a86740f29603ba38fa77684c", "repoId": "ggml-org/SmolLM2-135M-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "uniqueness_rejected", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Mthreads_s4000", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "45cfa4e3b3eb4663abc560a26fdba5fa", "completedAt": "2026-10-20T21:33:11.088140+00:00", "configFingerprint": "f79adc9ceb7c3c5ae9cbd3076751c0d7fa451eb2f81755c3467c7db567274aa3", "configSource": "modelhub_live", "createdAt": "2026-10-20T21:33:09.074800+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "8ce26b3e806f47899df0c7b40e16de6f", "repoId": "Mungert/s1-mini-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "uniqueness_rejected", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Mthreads_s4000", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 89b3d9e0a7..ebc8c3362c 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": "4651e86f0561b885d09c5ad70e05ae5faf026cdef37a9b1d815720e06f677e4a",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "3da7f138e4280e0736feb4989dc2d53917657aa6d4c0f859bcfc37904ca9a7b8",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "458966e7f4ac682e32277a4884d7f09fa9ff729980a421203b815b9da2d9e4e7",
-    ".modelhub_state/official_capabilities.json": "ac42ba9cdd1f13308232a38bd698d374e1cd2151890ba01a4acfa97fd318f9c6",
+    ".modelhub_state/market_intelligence.json": "aec832d295ed0fc64b7303c5210afb7af28c37f3b742dca1d40fdf9cf6f131e5",
+    ".modelhub_state/official_capabilities.json": "16124042d704a714dcd6fac67681d0cd696260e447ff5285a0def0a39d045eb8",
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "da0ef954603045ecced1600ef6c474e0d6ad4ce38d512d43999d5e4a3d5ef4f7",
-    ".modelhub_state/recovery_intents.jsonl": "749e2964f9defc410d7ec0892853628f454f6ec5c136cbe13701e5af35f8116c",
+    ".modelhub_state/recovery_intents.jsonl": "b9832e558e184aa2f005e0ac0bfae4971c3784f2528c8ba3afcf2bebcd763b8c",
     ".modelhub_state/routing_intelligence.json": "c83541f4fa2534a0b8f2bce163836ea6c7053d217cb4b8620ccd420d81cc53f6",
     ".modelhub_state/submission_exclusions.jsonl": "2b6179eb287f8163c6077244e8dc9eb1a22632c5d487fde0cf064f772518e2ce",
     "ledger/submissions.jsonl": "2da4f0c9ce343a0bd14caac9d626f5b297d4bbe93de6871f3d8d847d1ac8e9ed",
     "outcomes/submissions.jsonl": "bb1e3f8d06d6bad32af42ca06ab996dd1f9f405cc018840059edcb5d3f77716d"
   },
-  "generation": 1357,
-  "phase": "result",
+  "generation": 1358,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-20T21:34:33.777340+00:00",
+  "updatedAt": "2026-10-20T21:34:37.358932+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }