diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 99ba54f2f6..ef2d623b3f 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -454,7 +454,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-20T19:18:25.045610+00:00",
+  "generatedAt": "2026-10-20T19:33:47.861760+00:00",
   "summary": {
     "activeBlockCount": 21,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 03a2948912..cf15c71b84 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-20T19:31:19.753682+00:00",
+  "generatedAt": "2026-10-20T19:35:18.252339+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 0257a09abf..ea5dd99fd7 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-20T19:31:19.753682+00:00",
+  "catalogUpdatedAt": "2026-10-20T19:35:18.252339+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-20T19:31:19.753682+00:00",
+  "generatedAt": "2026-10-20T19:35:18.252339+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6559,6 +6559,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-20T19:31:19.753682+00:00",
+  "taskTreeUpdatedAt": "2026-10-20T19:35:18.252339+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index fed0125970..ed4b10b8ac 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -15,6 +15,7 @@
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 {"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": "2026-10-20T19:22:41.064084+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": "2026-10-20T19:22:41.065523+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": "70588fe14fee478d8327b01158b09219", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T19:35:18.498927+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "8c618f7994ee4604ade024d8710c9a18", "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": "0b44351ce0fb4cc1a733fa59d1d92891", "completedAt": "2026-10-20T19:32:45.799515+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T19:31:20.080896+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "96cd976dd30343e6839a85b0ff5b77d7", "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": "607be5f99e904d3f93c96c4a8cff57c1", "completedAt": "2026-10-20T19:28:53.486650+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T19:25:49.261134+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "0482e0c03a644857a908bcd6b4aece0f", "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": "d01765c8ab8746d19245360d80d79cef", "completedAt": "2026-10-20T19:22:29.105570+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T19:20:39.856558+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "f88f963fe05e4d38b0d344398b3242d6", "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"}
diff --git a/manifest.json b/manifest.json
index 005d01723f..31b7add327 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": "d1c45727284aaece425e3fba438d52404caae38c08433a39a02205468a9fd945",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "90dd2957066ea6be8552a10c44921673183dc2f8e7d4e341e286af21c82e2143",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "c4d3549e23f32cc557d8543e0646ab89663667871a4d281acbc3315e7c905491",
-    ".modelhub_state/official_capabilities.json": "4c099de2eb2df39088ab1df9b3ecdb1355423025e59e070c4d62339b0b08c259",
+    ".modelhub_state/market_intelligence.json": "77e0e3dee8c1159482ed0f081c15fec3d4a519f9db8c1cf6632d9b0e5523c291",
+    ".modelhub_state/official_capabilities.json": "304e859f2dbfb561a6d827cfd4bd2e677caf29e182dafd5db1877916e38d5005",
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "e6931636c6b0fcb519cff072c6f593948446b9468b4794a5cb4d1ce541c3a144",
-    ".modelhub_state/recovery_intents.jsonl": "11c0873e82d43e9388b1ee9dc8a85d962b7477ecc752e61c6d62799bfb1321c8",
+    ".modelhub_state/recovery_intents.jsonl": "07bef6a23763333050ac5d70b4325c88bfc717428f56a3e55e55a09f202e187c",
     ".modelhub_state/routing_intelligence.json": "ce68255f9ecc00ea5b028afe7bfd9f68dc7ed6dde02f1a3ba4a5fa0f0eec3e58",
     ".modelhub_state/submission_exclusions.jsonl": "435b160d8347192cb2b893578b50e093fd6c5af4342507d06cd1c99dbfb39fdd",
     "ledger/submissions.jsonl": "2da4f0c9ce343a0bd14caac9d626f5b297d4bbe93de6871f3d8d847d1ac8e9ed",
     "outcomes/submissions.jsonl": "bb1e3f8d06d6bad32af42ca06ab996dd1f9f405cc018840059edcb5d3f77716d"
   },
-  "generation": 1290,
-  "phase": "result",
+  "generation": 1291,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-20T19:32:45.849333+00:00",
+  "updatedAt": "2026-10-20T19:35:18.548311+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }