refactor: unify skills+cli runtime and streamline ag-ui flow

backend/tests/unit/v1/automation_jobs/test_schemas.py

@@ -5,7 +5,7 @@ from uuid import uuid4
 import pytest
 from pydantic import ValidationError
 
-from core.agentscope.tools.tool_config import AgentTool
+from schemas.agent.skill_config import SkillName
 from schemas.domain.automation import AutomationJobConfig
 from v1.automation_jobs.schemas import (
     AutomationJobCreateRequest,
@@ -22,7 +22,7 @@ def _mock_orm_job() -> MagicMock:
     mock_orm_job.title = "Test Job"
     mock_orm_job.config = {
         "input_template": "Hello",
-        "enabled_tools": ["memory.write", "memory.forget"],
+        "enabled_skills": ["memory"],
         "context": {
             "source": "latest_chat",
             "window_mode": "day",
@@ -74,7 +74,7 @@ def test_create_request_valid_timezone() -> None:
             "timezone": "Asia/Shanghai",
             "config": {
                 "input_template": "Hello",
-                "enabled_tools": ["memory.write"],
+                "enabled_skills": ["memory"],
                 "context": {
                     "source": "latest_chat",
                     "window_mode": "day",
@@ -102,7 +102,7 @@ def test_update_timezone_validation() -> None:
 
 def test_config_patch_still_allows_partial_payload() -> None:
     patch = AutomationJobConfig.model_validate(
-        {"enabled_tools": [AgentTool.MEMORY_WRITE]}
+        {"enabled_skills": [SkillName.MEMORY]}
     )
     assert patch.input_template is None
-    assert patch.enabled_tools == [AgentTool.MEMORY_WRITE]
+    assert patch.enabled_skills == [SkillName.MEMORY]