A systematic guide to AI prompt words with 8 practical tips, ranging from basic role-playing to advanced assessment methods, each with a standardized template and instructions for use, to help users get better AI conversations
Basic skills (first 5)
- role-playing (as a game of chess)
- 提示模板:”你是{领域}的专家,以{关键形容词}著称。帮我{任务}。”
- Use: Let AI play the role of an expert in a specific field to answer questions
- stylistic deconstruction
- 提示模板:”描述{专家}风格/技能的关键要素”或”按照{风格}来完成{任务}”
- Purpose: To help understand and apply a particular style rather than simply mimic it
- Emotional Cues
- 提示模板:”帮我完成{任务}。请确保{属性}。这个任务对我的职业非常重要。”
- Purpose: Improve the quality of AI's answers through emotional appeals
- learning with fewer samples
- 提示模板:”这里是一些{任务}的例子。为{新情境}生成一个{任务}。”
- Purpose: To guide the AI through the task by providing concrete examples
- Synthetic sample generation
- 提示模板:”为{情境}生成十个{例子}。以下是输入:{输入}”
- Purpose: Generate high-quality examples using AI
Advanced techniques (last 3)
- thought chain
- 提示模板:”请逐步思考:{描述问题}”
- Purpose: Allow AI to think and plan deeply before answering
- Retrieval Augmentation Generation (RAG)
- 提示模板:”基于{相关文档},回答这个问题:{问题}”
- Purpose: Provide AI with relevant background information for more accurate answers
- AI as Judgement
- 提示模板:”生成{任务}。请按照{标准}对输出进行1-5分评分。为每个评分提供简要解释。”
- Purpose: Use AI to assess the quality of other AI's outputs