import pytest from app.services.ai_pmo.workflow_semantic_planner import ( WorkflowSemanticPlanner, ) def test_workflow_semantic_planner_builds_multi_workflow_bundle() -> None: bundle = WorkflowSemanticPlanner.plan_message( message_text="帮我创建一个项目,并把这个需求接入信号源", source_system="feishu", ) workflow_types = [item.workflow_type for item in bundle.workflows] assert bundle.source_system == "feishu" assert bundle.primary_workflow == "new_project_flow" assert workflow_types == ["new_project_flow", "signal_source_flow"] assert bundle.reply_contract.mode == "aggregate_card" def test_workflow_semantic_planner_derives_query_bundle() -> None: bundle = WorkflowSemanticPlanner.plan_message( message_text="现在项目进展怎么样?", source_system="pmflow_manual", ) assert bundle.primary_workflow == "query_flow" assert [item.workflow_type for item in bundle.workflows] == ["query_flow"] assert bundle.message_gate == "auto_execute" def test_workflow_semantic_planner_helpers_cover_legacy_entry_semantics() -> None: assert WorkflowSemanticPlanner.looks_like_project_lookup_question("现在有哪些项目?") is True assert WorkflowSemanticPlanner.extract_project_lookup_keyword("请问项目 智能风控平台 有吗?") == "智能风控平台" assert WorkflowSemanticPlanner.is_legacy_business_command("把项目状态改成已完成") is True assert WorkflowSemanticPlanner.is_legacy_business_command("项目现在状态怎么样?") is False assert WorkflowSemanticPlanner.wants_followup_continue("继续处理刚才那个") is True assert WorkflowSemanticPlanner.wants_followup_status("它现在怎么样了?") is True def test_workflow_semantic_planner_contextual_write_confirmation_is_stateful() -> None: assert WorkflowSemanticPlanner.looks_like_contextual_write_confirmation("那就按这个继续执行") is True assert WorkflowSemanticPlanner.looks_like_contextual_write_confirmation("这个项目现在怎么样?") is False