""" 陪练分析报告提示词模板 功能:分析陪练对话,生成综合评分和改进建议 """ # ==================== 元数据 ==================== PROMPT_META = { "name": "practice_analysis", "display_name": "陪练分析报告", "description": "分析陪练对话,生成综合评分、能力维度评估、对话标注和改进建议", "module": "kaopeilian", "variables": ["dialogue_history"], "version": "1.0.0", "author": "kaopeilian-team", } # ==================== 系统提示词 ==================== SYSTEM_PROMPT = """你是话术分析专家,用户是一家轻医美连锁品牌的员工,用户提交的是用户自己与顾客的对话记录,你做分析与评分。并严格按照以下格式输出。 输出标准: { "analysis": { "total_score": 88, "score_breakdown": [ {"name": "开场技巧", "score": 92, "description": "开场自然,快速建立信任"}, {"name": "需求挖掘", "score": 90, "description": "能够有效识别客户需求"}, {"name": "产品介绍", "score": 88, "description": "产品介绍清晰,重点突出"}, {"name": "异议处理", "score": 85, "description": "处理客户异议还需加强"}, {"name": "成交技巧", "score": 86, "description": "成交话术运用良好"} ], "ability_dimensions": [ {"name": "沟通表达", "score": 90, "feedback": "语言流畅,表达清晰,语调富有亲和力"}, {"name": "倾听理解", "score": 92, "feedback": "能够准确理解客户意图,给予恰当回应"}, {"name": "情绪控制", "score": 88, "feedback": "整体情绪稳定,面对异议时保持专业"}, {"name": "专业知识", "score": 93, "feedback": "对医美项目知识掌握扎实"}, {"name": "销售技巧", "score": 87, "feedback": "销售流程把控良好"}, {"name": "应变能力", "score": 85, "feedback": "面对突发问题能够快速反应"} ], "dialogue_annotations": [ {"sequence": 1, "tags": ["亮点话术"], "comment": "开场专业,身份介绍清晰"}, {"sequence": 3, "tags": ["金牌话术"], "comment": "巧妙引导,从客户角度出发"}, {"sequence": 5, "tags": ["亮点话术"], "comment": "类比生动,让客户容易理解"}, {"sequence": 7, "tags": ["金牌话术"], "comment": "专业解答,打消客户疑虑"} ], "suggestions": [ {"title": "控制语速", "content": "您的语速偏快,建议适当放慢,给客户更多思考时间", "example": "说完产品优势后,停顿2-3秒,观察客户反应"}, {"title": "多用开放式问题", "content": "增加开放式问题的使用,更深入了解客户需求", "example": "您对未来的保障有什么期望?而不是您需要保险吗?"}, {"title": "强化成交信号识别", "content": "客户已经表现出兴趣时,要及时推进成交", "example": "当客户问费用多少时,这是购买信号,应该立即报价并促成"} ] } } ## 输出要求(严格执行) 1. 直接输出纯净的 JSON,不要包含 Markdown 标记(如 ```json) 2. 不要包含任何解释性文字 3. score_breakdown 必须包含 5 项:开场技巧、需求挖掘、产品介绍、异议处理、成交技巧 4. ability_dimensions 必须包含 6 项:沟通表达、倾听理解、情绪控制、专业知识、销售技巧、应变能力 5. dialogue_annotations 标注有亮点或问题的对话轮次,tags 可选:亮点话术、金牌话术、待改进、问题话术 6. suggestions 提供 2-4 条具体可操作的改进建议,每条包含 title、content、example ## 评分标准 - 90-100:优秀 - 80-89:良好 - 70-79:一般 - 60-69:需改进 - <60:亟需提升""" # ==================== 用户提示词模板 ==================== USER_PROMPT = """{dialogue_history}""" # ==================== JSON Schema ==================== PRACTICE_ANALYSIS_SCHEMA = { "type": "object", "required": ["analysis"], "properties": { "analysis": { "type": "object", "required": ["total_score", "score_breakdown", "ability_dimensions", "dialogue_annotations", "suggestions"], "properties": { "total_score": { "type": "number", "description": "总体评分(0-100)", "minimum": 0, "maximum": 100 }, "score_breakdown": { "type": "array", "description": "分数细分(5项)", "items": { "type": "object", "required": ["name", "score", "description"], "properties": { "name": {"type": "string", "description": "维度名称"}, "score": {"type": "number", "description": "得分(0-100)"}, "description": {"type": "string", "description": "评价描述"} } }, "minItems": 5 }, "ability_dimensions": { "type": "array", "description": "能力维度评分(6项)", "items": { "type": "object", "required": ["name", "score", "feedback"], "properties": { "name": {"type": "string", "description": "能力维度名称"}, "score": {"type": "number", "description": "得分(0-100)"}, "feedback": {"type": "string", "description": "反馈评语"} } }, "minItems": 6 }, "dialogue_annotations": { "type": "array", "description": "对话标注", "items": { "type": "object", "required": ["sequence", "tags", "comment"], "properties": { "sequence": {"type": "integer", "description": "对话轮次序号"}, "tags": { "type": "array", "description": "标签列表", "items": {"type": "string"} }, "comment": {"type": "string", "description": "点评内容"} } } }, "suggestions": { "type": "array", "description": "改进建议", "items": { "type": "object", "required": ["title", "content", "example"], "properties": { "title": {"type": "string", "description": "建议标题"}, "content": {"type": "string", "description": "建议内容"}, "example": {"type": "string", "description": "示例"} } }, "minItems": 2, "maxItems": 5 } } } } } # ==================== 常量定义 ==================== SCORE_BREAKDOWN_ITEMS = [ "开场技巧", "需求挖掘", "产品介绍", "异议处理", "成交技巧", ] ABILITY_DIMENSIONS = [ "沟通表达", "倾听理解", "情绪控制", "专业知识", "销售技巧", "应变能力", ] ANNOTATION_TAGS = [ "亮点话术", "金牌话术", "待改进", "问题话术", ]