feat: 重构 memory 系统，支持 user memory 和 work memory 分离

backend/tests/unit/core/agentscope/runtime/test_orchestrator.py

@@ -6,7 +6,7 @@ import pytest
 from ag_ui.core import RunAgentInput
 
 from core.agentscope.runtime.orchestrator import AgentScopeRuntimeOrchestrator
-from schemas.automation import MemoryContextConfig, RuntimeConfig
+from schemas.automation import MessageContextConfig, RuntimeConfig
 from schemas.user import UserContext, parse_profile_settings
 
 
@@ -51,7 +51,7 @@ def _run_input() -> RunAgentInput:
 def _runtime_config() -> RuntimeConfig:
     return RuntimeConfig(
         enabled_tools=[],
-        context=MemoryContextConfig(),
+        context=MessageContextConfig(),
     )
 
 

backend/tests/unit/core/agentscope/runtime/test_runner.py

@@ -18,7 +18,7 @@ from schemas.agent.runtime_models import (
     WorkerAgentOutputLite,
 )
 from schemas.agent.system_agent import AgentType
-from schemas.automation import MemoryContextConfig, RuntimeConfig
+from schemas.automation import MessageContextConfig, RuntimeConfig
 from schemas.user import UserContext, parse_profile_settings
 
 
@@ -48,7 +48,7 @@ def _user_context() -> UserContext:
 def _runtime_config() -> RuntimeConfig:
     return RuntimeConfig(
         enabled_tools=[],
-        context=MemoryContextConfig(),
+        context=MessageContextConfig(),
     )
 
 

backend/tests/unit/core/agentscope/runtime/test_tasks.py

@@ -7,7 +7,7 @@ import pytest
 
 import core.agentscope.runtime.tasks as tasks_module
 from schemas.agent import ToolStatus
-from schemas.automation import ContextWindowMode, MemoryContextConfig
+from schemas.automation import ContextWindowMode, MessageContextConfig
 from schemas.user import UserContext, parse_profile_settings
 
 
@@ -201,7 +201,7 @@ async def test_build_recent_context_messages_includes_all_user_attachments(
             self,
             *,
             thread_id: str,
-            context_config: MemoryContextConfig,
+            context_config: MessageContextConfig,
         ) -> dict[str, object] | None:
             del thread_id, context_config
             return {
@@ -237,7 +237,7 @@ async def test_build_recent_context_messages_includes_all_user_attachments(
     messages = await tasks_module._build_recent_context_messages(
         session=object(),
         thread_id=str(uuid4()),
-        context_config=MemoryContextConfig(
+        context_config=MessageContextConfig(
             window_mode=ContextWindowMode.DAY,
             window_count=2,
         ),
@@ -264,7 +264,7 @@ async def test_build_recent_context_messages_uses_tool_metadata_output(
             self,
             *,
             thread_id: str,
-            context_config: MemoryContextConfig,
+            context_config: MessageContextConfig,
         ) -> dict[str, object] | None:
             del thread_id, context_config
             return {
@@ -295,7 +295,7 @@ async def test_build_recent_context_messages_uses_tool_metadata_output(
     messages = await tasks_module._build_recent_context_messages(
         session=object(),
         thread_id=str(uuid4()),
-        context_config=MemoryContextConfig(),
+        context_config=MessageContextConfig(),
     )
 
     assert len(messages) == 1
@@ -319,7 +319,7 @@ async def test_build_recent_context_messages_skips_tool_without_metadata_output(
             self,
             *,
             thread_id: str,
-            context_config: MemoryContextConfig,
+            context_config: MessageContextConfig,
         ) -> dict[str, object] | None:
             del thread_id, context_config
             return {
@@ -337,7 +337,7 @@ async def test_build_recent_context_messages_skips_tool_without_metadata_output(
     messages = await tasks_module._build_recent_context_messages(
         session=object(),
         thread_id=str(uuid4()),
-        context_config=MemoryContextConfig(),
+        context_config=MessageContextConfig(),
     )
 
     assert messages == []
@@ -357,7 +357,7 @@ async def test_build_recent_context_messages_passes_context_config(
             self,
             *,
             thread_id: str,
-            context_config: MemoryContextConfig,
+            context_config: MessageContextConfig,
         ) -> dict[str, object] | None:
             del thread_id
             captured_config["config"] = context_config
@@ -365,7 +365,7 @@ async def test_build_recent_context_messages_passes_context_config(
 
     monkeypatch.setattr(tasks_module, "AgentContextService", _FakeContextService)
 
-    cfg = MemoryContextConfig(window_mode=ContextWindowMode.NUMBER, window_count=10)
+    cfg = MessageContextConfig(window_mode=ContextWindowMode.NUMBER, window_count=10)
     messages = await tasks_module._build_recent_context_messages(
         session=object(),
         thread_id=str(uuid4()),