diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index fc9fe1abb4..8d261a8405 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-10-20T19:25:33.711770+00:00",
+  "communityAttemptedAt": "2026-10-20T19:44:07.168029+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-10-20T19:25:33.711770+00:00",
+  "communityUpdatedAt": "2026-10-20T19:44:07.168029+00:00",
   "frameworkAttemptedAt": "2026-10-20T14:02:33.198170+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-20T19:39:36.655221+00:00",
+  "generatedAt": "2026-10-20T19:44:07.168029+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 13ed044584..9c9e9c2b39 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-20T19:39:36.655221+00:00",
+  "catalogUpdatedAt": "2026-10-20T19:44:07.168029+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-20T19:39:38.549479+00:00",
+  "generatedAt": "2026-10-20T19:44:07.168029+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6562,6 +6562,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-20T19:39:36.655221+00:00",
+  "taskTreeUpdatedAt": "2026-10-20T19:44:07.168029+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 38981d3b1e..6e3ae69ae9 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": "2026-10-20T19:36:54.303706+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": "2026-10-20T19:36:54.303954+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": "2026-10-20T19:36:54.304054+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": "ef69839b35224ea0847079e5e614fe64", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T19:44:23.498521+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "fba9e92e995a4ff1aaf167b0ec4b6088", "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": "a7e5f7d9b0d24e78875396050474f018", "completedAt": "2026-10-20T19:41:05.853768+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T19:39:38.723037+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "8aa72540c1f54422a15187058f4be0b4", "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": "70588fe14fee478d8327b01158b09219", "completedAt": "2026-10-20T19:36:44.163255+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-20T19:35:18.498927+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "8c618f7994ee4604ade024d8710c9a18", "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": "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"}
diff --git a/manifest.json b/manifest.json
index 16f178ee01..956205d671 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,20 +4,20 @@
     ".modelhub_state/account_capacity.json": "bacaeb34aaa0d094f61dc04e31369b8a3445b90ef824f5162ea01554f13d38ac",
     ".modelhub_state/architecture_compatibility_blacklist.json": "90dd2957066ea6be8552a10c44921673183dc2f8e7d4e341e286af21c82e2143",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "317098ee3fda53354f49a8c6a863916e67fea9ead76e62063b2eda3a9c8fdd51",
-    ".modelhub_state/official_capabilities.json": "dddd21f065315c792ddc032abe5d1137ff7766d3e700f00b9ed64ccb8a0f4548",
+    ".modelhub_state/market_intelligence.json": "95407947d3c5e4a76dcc45682ced971099d327b7551f0f1577e3bbe65adf57ac",
+    ".modelhub_state/official_capabilities.json": "83d0c70e11804a6dc689ea8ca55e237c2ad8f6d065f2c48441d2d027ec79500d",
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "6077d75cdb465395fa7bbe31a4cd7bbfb1c84fab3a5a4f2a1cbc8ef6294efaf2",
-    ".modelhub_state/recovery_intents.jsonl": "2659356c543536b6d646484a09d681bd970b023625290f2972113ba8fcc71d33",
+    ".modelhub_state/recovery_intents.jsonl": "91bdea69ccb3b5a97479314ea8e34cecd72e16e23c8bbdb2ad60acf97e3f7431",
     ".modelhub_state/routing_intelligence.json": "bd0d0f6f5f52bfed6692c5e5f624c86d91baa761d834e9fce170a73f43883157",
     ".modelhub_state/submission_exclusions.jsonl": "435b160d8347192cb2b893578b50e093fd6c5af4342507d06cd1c99dbfb39fdd",
     "ledger/submissions.jsonl": "2da4f0c9ce343a0bd14caac9d626f5b297d4bbe93de6871f3d8d847d1ac8e9ed",
     "outcomes/submissions.jsonl": "bb1e3f8d06d6bad32af42ca06ab996dd1f9f405cc018840059edcb5d3f77716d"
   },
-  "generation": 1295,
-  "phase": "result",
+  "generation": 1296,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-20T19:41:05.906408+00:00",
+  "updatedAt": "2026-10-20T19:44:23.549864+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }