""" 纯粹务实工程文案专项测试 (Natural Copywriting & No AI Buzzwords Test) 测试驱动去 AI 化、去除泛化通用口号与翻译腔，强化大厂务实工程与业务场景语言。 """ import os import unittest ROOT_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__))) class TestNaturalCopywriting(unittest.TestCase): def setUp(self): self.index_path = os.path.join( ROOT_DIR, "addons/official/view/web/official_home/index.html" ) self.services_path = os.path.join( ROOT_DIR, "addons/official/view/web/official_product/service_page.html" ) self.products_path = os.path.join( ROOT_DIR, "addons/official/view/web/official_product/product_page.html" ) self.cases_path = os.path.join( ROOT_DIR, "addons/official/view/web/official_case_show/list.html" ) self.about_path = os.path.join( ROOT_DIR, "addons/official/view/web/official_home/single.html" ) self.contact_path = os.path.join( ROOT_DIR, "addons/official/view/web/official_online_message/list.html" ) with open(self.index_path, encoding="utf-8") as f: self.index_html = f.read() with open(self.services_path, encoding="utf-8") as f: self.services_html = f.read() with open(self.products_path, encoding="utf-8") as f: self.products_html = f.read() with open(self.cases_path, encoding="utf-8") as f: self.cases_html = f.read() with open(self.about_path, encoding="utf-8") as f: self.about_html = f.read() with open(self.contact_path, encoding="utf-8") as f: self.contact_html = f.read() self.footer_path = os.path.join( ROOT_DIR, "addons/official/view/web/official_common/pc/footer.html" ) with open(self.footer_path, encoding="utf-8") as f: self.footer_html = f.read() def test_forbid_ai_buzzwords_and_translationese(self): """严格禁止典型 AI 假大空口号、翻译腔与泛化套话""" self.footer_path = os.path.join( ROOT_DIR, "addons/official/view/web/official_common/pc/footer.html" ) with open(self.footer_path, encoding="utf-8") as f: self.footer_html = f.read() ai_buzzwords = [ "准备好与资深技术架构师展开深度研讨了吗", # 翻译腔 "认知智能化”跃迁", # 虚浮AI词 "数字见证力量", # 泛化套话 "开启确定性数字化未来", # 泛化套话 "让您的企业也拥有经得起考验的", # AI祈使句 "开启您的企业数字化与智能化升级项目", # 泛化套话 "开启确定性数字化技术合作", # 虚词 "严谨商务 · 现代中式 · 高级感专业软件服务", # 泄露的设计Prompt "现代中式 · 高级感", "研发委员会", "技术委员会", "原创技术资产", "工程受控说明", "白盒交付", "白盒源码", "带病代码", "杜绝系统带病上线", "西南数谷", ] all_html = ( self.index_html + "\n" + self.services_html + "\n" + self.products_html + "\n" + self.cases_html + "\n" + self.about_html + "\n" + self.contact_html + "\n" + self.footer_html ) for buzzword in ai_buzzwords: self.assertNotIn( buzzword, all_html, f"全站必须彻底剔除 AI 通用套话/提示词残留: '{buzzword}'", ) def test_require_pragmatic_engineering_copy(self): """必须包含具体务实的工程化、场景化语言""" # 首页务实表达 self.assertIn( "系统开发与长期维护", self.index_html, "首页服务板块标题必须务实直接", ) self.assertIn( "标准化业务系统", self.index_html, "首页产品板块标题必须去数词、说清范围", ) self.assertIn( "项目案例：业务挑战与技术方案", self.index_html, "首页案例板块标题必须去数词、说清内容", ) self.assertIn( "项目推进流程", self.index_html, "首页流程板块标题必须务实清晰", ) self.assertIn("客户反馈", self.index_html, "首页评价板块标题必须务实") self.assertIn( "有具体的系统研发或产品选型需求？可以直接沟通", self.index_html, "首页CTA必须说人话、重落实", ) # 服务页务实表达 self.assertIn( "带着您的系统需求或技术难题，直接与架构师沟通", self.services_html, "服务页CTA必须杜绝翻译腔", ) # 案例页务实表达 self.assertIn( "你的业务也遇到类似问题？", self.cases_html, "案例页CTA必须直接回应客户问题", ) # 关于我们与联系我们 self.assertTrue( any( text in self.about_html for text in ( "找懂业务、讲规范的研发团队，让软件项目平稳落地", "沟通您的软件建设需求", ) ), "关于我们CTA必须务实接地气", ) self.assertIn( "业务咨询与技术评估", self.contact_html, "联系我们标题必须清晰务实" ) def test_user_removal_of_copyright_metric_in_hero(self): """首屏Hero必须彻底移除用户指明的'50+ 国家软件著作权资产'""" self.assertNotIn( "国家软件著作权资产", self.index_html, "首屏Hero严禁包含用户要求去掉的'国家软件著作权资产'", ) def test_user_removal_of_cases_data_wall(self): """案例独立页（PC与移动端）必须彻底移除'50亿+ 交易额'等悬浮泛化数字指标墙""" # PC端 self.assertNotIn( "nhc-case-metrics-section", self.cases_html, "PC案例页必须彻底移除成果数据指标墙大板块", ) self.assertNotIn( "系统累计支撑交易额", self.cases_html, "PC案例页严禁展示浮夸的'系统累计支撑交易额'", ) self.assertNotIn( "标杆政企与行业组织", self.cases_html, "PC案例页严禁展示浮夸的'标杆政企与行业组织'", ) self.assertNotIn( "项目按期高质量交付率", self.cases_html, "PC案例页严禁展示浮夸的'项目按期高质量交付率'", ) # 移动端 mobile_path = os.path.join( ROOT_DIR, "addons/official/view/web/official_case_show/list_e.html" ) with open(mobile_path, encoding="utf-8") as f: mobile_html = f.read() self.assertNotIn( "支撑交易总额", mobile_html, "移动端案例页严禁展示'支撑交易总额'" ) self.assertNotIn( "标杆合作组织", mobile_html, "移动端案例页严禁展示'标杆合作组织'" ) self.assertNotIn("按期交付率", mobile_html, "移动端案例页严禁展示'按期交付率'") def test_deep_no_ai_flavor_and_concise_copy(self): """深度检查文案：彻底杜绝 AI 口味、大词堆砌、公关腔与啰嗦句式""" # 读取移动端首页及其他独立页面 index_e_path = os.path.join( ROOT_DIR, "addons/official/view/web/official_home/index_e.html" ) single_e_path = os.path.join( ROOT_DIR, "addons/official/view/web/official_home/single_e.html" ) service_software_path = os.path.join( ROOT_DIR, "addons/official/view/web/official_product/service_software.html" ) service_app_path = os.path.join( ROOT_DIR, "addons/official/view/web/official_product/service_app.html" ) service_agent_path = os.path.join( ROOT_DIR, "addons/official/view/web/official_product/service_agent.html" ) with open(index_e_path, encoding="utf-8") as f: index_e_html = f.read() with open(single_e_path, encoding="utf-8") as f: single_e_html = f.read() with open(service_software_path, encoding="utf-8") as f: service_software_html = f.read() with open(service_app_path, encoding="utf-8") as f: service_app_html = f.read() with open(service_agent_path, encoding="utf-8") as f: service_agent_html = f.read() all_text = ( self.index_html + "\n" + index_e_html + "\n" + self.services_html + "\n" + service_software_html + "\n" + service_app_html + "\n" + service_agent_html + "\n" + self.products_html + "\n" + self.cases_html + "\n" + self.about_html + "\n" + single_e_html + "\n" + self.contact_html + "\n" + self.footer_html ) forbidden_ai_copy = [ "铸造数字生产力", "开启新一代数字化与智能化升级", "赋能复杂业务流转", "助力移动产品极速上架", "准备打造您的专属", "助力企业全渠道数字化运营", "AI 智能安全库存", "AI智能安全库存", "即开即用，伴随业务快速启航", "全天候守护", "赋能培训", "加速企业数字化转型", "无可争议", "毫无保留", "工匠精神打造", "滴水不漏", # 已从首页清除的无出处数据与绝对化结果描述，防止回潮 "99.8% 按期交付率", "50+ 自主软著资产", "200+ 政企标杆客户", "300 家连锁门店", "库存对账零误差", ] for item in forbidden_ai_copy: self.assertNotIn(item, all_text, f"全站模板仍残留AI味或啰嗦表述: '{item}'") # 验证新优化的务实干练文案已生效 self.assertIn("成熟商业系统 · 支撑全渠道经营与业务协同", self.products_html) self.assertIn("动态安全库存模型与自动补货采购建议", self.products_html) self.assertIn("企业知识问答", service_agent_html) self.assertIn("业务流程辅助", service_agent_html) self.assertIn( "检索增强可以降低错误风险，但不能保证所有回答都正确", service_agent_html ) self.assertNotIn("不会自己编造", service_agent_html) self.assertNotIn("一张或两张显卡即可", service_agent_html) self.assertIn("根据使用方式，选择合适的终端", service_app_html) self.assertIn("应用审核结果与排期由平台决定", service_app_html) self.assertNotIn("上架一次通过率", service_app_html) self.assertNotIn("全生态", service_app_html) self.assertIn("全量规范移交客户", self.services_html) if __name__ == "__main__": unittest.main()