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

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

@@ -4,8 +4,8 @@ from uuid import uuid4
 import pytest
 
 from models.automation_jobs import AutomationJobStatus, ScheduleType
+from schemas.agent.skill_config import SkillName
 from schemas.domain.automation import (
-    AgentTool,
     AutomationJobConfig,
     ContextSource,
     ContextWindowMode,
@@ -23,7 +23,7 @@ from v1.automation_jobs.schemas import (
 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,
@@ -119,7 +119,7 @@ async def test_update_merges_config_and_recomputes_next_run() -> None:
     existing_job.timezone = "UTC"
     existing_job.config = {
         "input_template": "Old",
-        "enabled_tools": ["memory.write"],
+        "enabled_skills": ["memory"],
         "context": {
             "source": "latest_chat",
             "window_mode": "day",
@@ -136,7 +136,7 @@ async def test_update_merges_config_and_recomputes_next_run() -> None:
 
     data = AutomationJobUpdateRequest(
         config=AutomationJobConfig(
-            enabled_tools=[AgentTool.MEMORY_WRITE, AgentTool.MEMORY_FORGET],
+            enabled_skills=[SkillName.MEMORY],
             schedule=ScheduleConfig(
                 type=ScheduleType.WEEKLY,
                 run_at=ScheduleRunAt(hour=10, minute=30),
@@ -150,8 +150,8 @@ async def test_update_merges_config_and_recomputes_next_run() -> None:
     update_values = repository.update_by_id.call_args[0][1]
     assert "config" in update_values
     assert "next_run_at" in update_values
-    enabled_tools = update_values["config"]["enabled_tools"]
-    assert isinstance(enabled_tools[0], str)
+    enabled_skills = update_values["config"]["enabled_skills"]
+    assert isinstance(enabled_skills[0], str)
 
 
 @pytest.mark.asyncio