perf: 优化自动压缩记忆的表现

easy-agents-agent-runtime/src/test/java/com/easyagents/agent/runtime/agentscope/AgentScopeStatefulRuntimeTest.java

@@ -338,7 +338,7 @@ public class AgentScopeStatefulRuntimeTest {
     }
 
     @Test
-    public void shouldNotEmitAutoContextCompressionEventsWhenCompressionIsSkipped() {
+    public void shouldEmitNoCompressionCompletedEventWhenCompressionIsSkipped() throws Exception {
         AgentInitRequest request = initRequest();
         AgentMemoryCompressionParameter parameter = new AgentMemoryCompressionParameter();
         parameter.setMsgThreshold(1);
@@ -362,12 +362,18 @@ public class AgentScopeStatefulRuntimeTest {
         Sinks.Many<AgentRuntimeEvent> sink = Sinks.many().replay().all();
         AutoContextInterceptor interceptor = new AutoContextInterceptor(
                 AgentRuntimeEventBridge.fixed(executionContext(), sink), memoryResult.getAutoContextConfig());
+        CompletableFuture<List<AgentRuntimeEvent>> eventsFuture = sink.asFlux().take(2).collectList().toFuture();
         PreReasoningEvent event = new PreReasoningEvent(agent, "fake-model", null,
                 List.of(Msg.builder().role(MsgRole.SYSTEM).textContent("system").build()));
 
         interceptor.intercept(event).block();
+        List<AgentRuntimeEvent> events = eventsFuture.get(3, TimeUnit.SECONDS);
 
-        Assert.assertTrue(sink.asFlux().take(Duration.ofMillis(100)).collectList().block().isEmpty());
+        Assert.assertEquals(AgentRuntimeEventType.MEMORY_COMPRESSION_STARTED, events.get(0).getEventType());
+        Assert.assertEquals(AgentRuntimeEventType.MEMORY_COMPRESSION_COMPLETED, events.get(1).getEventType());
+        Assert.assertEquals(Boolean.FALSE, events.get(1).getPayload().get("compressed"));
+        Assert.assertEquals("无需压缩上下文", events.get(1).getPayload().get("label"));
+        Assert.assertEquals(0, ((Number) events.get(1).getPayload().get("eventCount")).intValue());
         Assert.assertTrue(event.getInputMessages().get(0).getTextContent().contains("CONTEXT_OFFLOAD"));
     }