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

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]

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",