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

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

@@ -4,9 +4,18 @@ from uuid import UUID, uuid4
 
 import pytest
 from sqlalchemy.exc import SQLAlchemyError
-from core.http.errors import ApiProblemError
 
+from core.http.errors import ApiProblemError
 from models.automation_jobs import AutomationJobStatus, ScheduleType
+from schemas.agent.skill_config import SkillName
+from schemas.domain.automation import (
+    AutomationJobConfig,
+    ContextSource,
+    ContextWindowMode,
+    MessageContextConfig,
+    ScheduleConfig,
+    ScheduleRunAt,
+)
 from v1.automation_jobs.service import (
     AutomationJobLimitExceeded,
     AutomationJobNotFound,
@@ -17,21 +26,12 @@ from v1.automation_jobs.schemas import (
     AutomationJobCreateRequest,
     AutomationJobUpdateRequest,
 )
-from schemas.domain.automation import (
-    AgentTool,
-    AutomationJobConfig,
-    ContextSource,
-    ContextWindowMode,
-    MessageContextConfig,
-    ScheduleConfig,
-    ScheduleRunAt,
-)
 
 
 def _make_config() -> AutomationJobConfig:
     return AutomationJobConfig(
         input_template="Hello",
-        enabled_tools=[AgentTool.MEMORY_WRITE],
+        enabled_skills=[SkillName.MEMORY],
         context=MessageContextConfig(
             source=ContextSource.LATEST_CHAT,
             window_mode=ContextWindowMode.DAY,
@@ -65,7 +65,7 @@ def _make_job(
     job.status = AutomationJobStatus.ACTIVE
     job.config = {
         "input_template": "Hello",
-        "enabled_tools": ["memory.write"],
+        "enabled_skills": ["memory"],
         "context": {
             "source": "latest_chat",
             "window_mode": "day",