```

refactor(core,ai): 调整模块导入路径并移除废弃文件

- 修复 scheduler.py 中的导入路径错误，将 reports.service
  改为 reports.services
- 移除废弃的 app/core/background/task_queue.py 文件
- 移除废弃的 app/modules/ai_agent/adapters.py 文件
- 修复 ai_memory/service.py 中的导入路径错误，将
  events.service 改为 events.services
```

app/modules/ai_agent/adapters/factory.py

@@ -0,0 +1,28 @@
+from app.core.config import get_settings
+from app.modules.ai_agent.adapters.base import AIAdapter
+from app.modules.ai_agent.adapters.direct_llm import DirectLLMAdapter
+from app.modules.ai_agent.adapters.hermes import HermesAdapter
+from app.modules.ai_agent.adapters.noop import NoopAdapter
+from app.modules.ai_agent.adapters.openclaw import OpenClawAdapter
+from app.modules.ai_agent.adapters.openclaw_hermes import OpenClawHermesAdapter
+from app.modules.ai_agent.constants import AIProviderName
+
+
+def get_adapter() -> AIAdapter:
+    """Return the configured AI provider adapter."""
+
+    settings = get_settings()
+    provider = settings.model_provider.lower()
+    if provider == AIProviderName.OPENCLAW:
+        return OpenClawAdapter(settings)
+    if provider == AIProviderName.HERMES:
+        return HermesAdapter(settings)
+    if provider in {
+        AIProviderName.OPENCLAW_HERMES,
+        AIProviderName.OPENCLAW_HERMES_DASH,
+        AIProviderName.HYBRID,
+    }:
+        return OpenClawHermesAdapter(settings)
+    if provider == AIProviderName.DIRECT_LLM:
+        return DirectLLMAdapter(settings)
+    return NoopAdapter()