test: realign the AgentX frontier tests with #736 / 将 AgentX 前沿相关测试对齐 #736 - #742

Bugbot Analysis Progress (1m 55s elapsed)

✅ Gathered PR context (5s)
✅ Completed bug detection (1m 49s)
✅ Posted analysis results (0s)

Final Result: Bugbot completed review - no issues found! ✅

Request ID: serverGenReqId_0e60ae8b-52ff-49c9-bafb-3cf98e6ce46a