[Bug]:compressIfNeeded() 是单次执行的——任何一个策略成功后就退出。对于 大于maxtoken 的上下文，需要反复循环直到 token 降到阈值以下。

2026-06-13 11:36:12.614 [http-nio-8205-exec-4] INFO io.agentscope.core.memory.autocontext.AutoContextHook-AutoContextMemory integration completed for agent: ReActAgent 2026-06-13 11:36:12.622 [http-nio-8205-exec-4] INFO io.agentscope.core.memory.autocontext.AutoContextMemory-Compression triggered - msgCount: 11/100, tokenCount: 324966/96046 2026-06-13 11:36:12.623 [http-nio-8205-exec-4] INFO io.agentscope.core.memory.autocontext.AutoContextMemory-Strategy 1: Checking for previous round tool invocations to compress 2026-06-13 11:36:12.625 [http-nio-8205-exec-4] INFO io.agentscope.core.memory.autocontext.AutoContextMemory-Strategy 1: SKIPPED - No compressible tool invocations found (or skipped due to low tokens) 2026-06-13 11:36:12.625 [http-nio-8205-exec-4] INFO io.agentscope.core.memory.autocontext.AutoContextMemory-Strategy 2: Checking for previous round large messages (with lastKeep protection) 2026-06-13 11:36:12.626 [http-nio-8205-exec-4] INFO io.agentscope.core.memory.autocontext.AutoContextMemory-Offloaded large tool result message: index=4, size=25541 chars, uuid=2e849a38-8ce8-495c-a65d-5111cc74ddad 2026-06-13 11:36:12.626 [http-nio-8205-exec-4] INFO io.agentscope.core.memory.autocontext.AutoContextMemory-Strategy 2: APPLIED - Offloaded previous round large messages (with lastKeep protection) 2026-06-13 11:36:15.846 [ForkJoinPool.commonPool-worker-2] WARN io.agentscope.core.model.transport.JdkHttpTransport-HTTP request failed. URL: https://dashscope.aliyuncs.com/compatible-mode/v1/chat/completions | Status: 400 | Error: {"error":{"message":"<400> InternalError.Algo.InvalidParameter: Range of input length should be [1, 202745]","type":"invalid_request_error","param":null,"code":"invalid_parameter_error"},"id":"chatcmpl-19e87a79-1472-9f33-8bc7-683991fad4f0","request_id":"19e87a79-1472-9f33-8bc7-683991fad4f0"} 2026-06-13 11:40:23.476 [scheduling-1] INFO com.zzw.skillknowledge.job.QuotaReconcileJob-quota_reconcile_result orgDocs=871, personalDocs=0, orgPending=0, personalPending=0, clearedStaleReservations=0 2026-06-13 11:40:23.476 [scheduling-1] INFO com.zzw.skillknowledge.job.QuotaReconcileJob-quota_reconcile_first_run_success delayMs=300000