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

backend/tests/unit/core/agentscope/runtime/test_orchestrator.py

@@ -51,7 +51,7 @@ def _run_input() -> RunAgentInput:
 
 def _runtime_config() -> RuntimeConfig:
     return RuntimeConfig(
-        enabled_tools=[],
+        enabled_skills=[],
         context=MessageContextConfig(),
     )
 

backend/tests/unit/core/agentscope/runtime/test_runner.py

@@ -7,13 +7,7 @@ from ag_ui.core import RunAgentInput
 import core.agentscope.runtime.runner as runner_module
 from core.agentscope.runtime.runner import AgentScopeRunner
 from schemas.agent.runtime_models import (
-    ExecutionMode,
-    NormalizedTaskInput,
-    ResultType,
-    ResultTyping,
     RouterAgentOutput,
-    TaskType,
-    TaskTyping,
     WorkerAgentOutputLite,
 )
 from schemas.agent.system_agent import AgentType
@@ -46,7 +40,7 @@ def _user_context() -> UserContext:
 
 def _runtime_config() -> RuntimeConfig:
     return RuntimeConfig(
-        enabled_tools=[],
+        enabled_skills=[],
         context=MessageContextConfig(),
     )
 
@@ -54,15 +48,9 @@ def _runtime_config() -> RuntimeConfig:
 def test_build_worker_input_messages_only_contains_router_contract() -> None:
     runner = AgentScopeRunner()
     router_output = RouterAgentOutput(
-        normalized_task_input=NormalizedTaskInput(
-            user_text="安排明天会议",
-            context_summary="用户询问天气",
-        ),
-        key_entities=[],
-        constraints=[],
-        task_typing=TaskTyping(primary=TaskType.SCHEDULING),
-        execution_mode=ExecutionMode.TOOL_ASSISTED,
-        result_typing=ResultTyping(primary=ResultType.EXECUTION_REPORT),
+        objective="安排明天会议",
+        context_summary="用户询问天气",
+        requires_tool_evidence=True,
     )
 
     input_messages = runner._build_worker_input_messages(router_output=router_output)
@@ -224,15 +212,9 @@ async def test_execute_runs_router_then_worker(
     async def _fake_execute_router_step(**kwargs: object) -> RouterAgentOutput:
         del kwargs
         return RouterAgentOutput(
-            normalized_task_input=NormalizedTaskInput(
-                user_text="安排会议",
-                context_summary="用户询问天气",
-            ),
-            key_entities=[],
-            constraints=[],
-            task_typing=TaskTyping(primary=TaskType.SCHEDULING),
-            execution_mode=ExecutionMode.TOOL_ASSISTED,
-            result_typing=ResultTyping(primary=ResultType.EXECUTION_REPORT),
+            objective="安排会议",
+            context_summary="用户询问天气",
+            requires_tool_evidence=True,
         )
 
     async def _fake_execute_worker_step(**kwargs: object) -> WorkerAgentOutputLite:
@@ -254,7 +236,7 @@ async def test_execute_runs_router_then_worker(
     )
 
     assert load_calls == [AgentType.ROUTER, AgentType.WORKER]
-    assert result["router"]["normalized_task_input"]["user_text"] == "安排会议"
+    assert result["router"]["objective"] == "安排会议"
     assert result["worker"]["answer"] == "ok"
 
 
@@ -289,15 +271,9 @@ async def test_execute_raises_cancelled_error_before_worker_when_cancel_requeste
     async def _fake_execute_router_step(**kwargs: object) -> RouterAgentOutput:
         del kwargs
         return RouterAgentOutput(
-            normalized_task_input=NormalizedTaskInput(
-                user_text="安排会议",
-                context_summary="",
-            ),
-            key_entities=[],
-            constraints=[],
-            task_typing=TaskTyping(primary=TaskType.SCHEDULING),
-            execution_mode=ExecutionMode.TOOL_ASSISTED,
-            result_typing=ResultTyping(primary=ResultType.EXECUTION_REPORT),
+            objective="安排会议",
+            context_summary="",
+            requires_tool_evidence=False,
         )
 
     async def _fake_execute_worker_step(**kwargs: object) -> WorkerAgentOutputLite:

backend/tests/unit/core/agentscope/runtime/test_tasks.py

@@ -98,7 +98,7 @@ async def test_run_agentscope_task_calls_runtime_run(
             "owner_id": str(uuid4()),
             "run_input": _run_input_payload(),
             "runtime_config": {
-                "enabled_tools": [],
+                "enabled_skills": [],
                 "context": {"window_mode": "day", "window_count": 2},
             },
         }
@@ -154,7 +154,7 @@ async def test_run_agentscope_task_injects_runtime_config(
             "owner_id": str(uuid4()),
             "run_input": _run_input_payload(),
             "runtime_config": {
-                "enabled_tools": [],
+                "enabled_skills": [],
                 "context": {"window_mode": "day", "window_count": 2},
             },
         }
@@ -218,7 +218,7 @@ async def test_run_agentscope_task_injects_cancel_checker(
             "owner_id": str(uuid4()),
             "run_input": _run_input_payload(),
             "runtime_config": {
-                "enabled_tools": [],
+                "enabled_skills": [],
                 "context": {"window_mode": "day", "window_count": 2},
             },
         }