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It explains what a prompt is, proposes a mental model, and shows how to structure effective prompts using optional components such as expert persona, clear verbs, output and length, tone and audience, and relevant context. It contrasts vague versus structured prompts, offers concrete image prompt examples, lists tools and recommended styles, and summarizes key do’s and don’ts plus advanced tips including research-focused prompting with citations.",{"@graph":63,"@context":123},[64,80,102],{"@type":65,"itemListElement":66},"BreadcrumbList",[67,71,74,77],{"item":68,"name":69,"@type":70,"position":9},"https://docshare.wps.com","Home","ListItem",{"item":72,"name":10,"@type":70,"position":73},"https://docshare.wps.com/template/",2,{"item":75,"name":11,"@type":70,"position":76},"https://docshare.wps.com/template/presentations/",3,{"item":78,"name":59,"@type":70,"position":79},"https://docshare.wps.com/template/ai4circular-learning-snippet-prompting-cheat-sheet/572193/",4,{"url":78,"name":59,"@type":81,"image":82,"author":87,"headline":59,"publisher":90,"fileFormat":93,"inLanguage":57,"description":61,"dateModified":94,"datePublished":95,"encodingFormat":93,"isAccessibleForFree":96,"interactionStatistic":97},"DigitalDocument",{"url":83,"@type":84,"width":85,"height":86},"https://docshare.wps.com/thumbnails/ai4circular-learning-snippet-prompting-cheat-sheet/572193.png","ImageObject",442,249,{"name":88,"@type":89},"\tJames","Person",{"url":68,"name":91,"@type":92},"DocShare","Organization","application/pdf","2026-10-21","2026-10-13",true,{"@type":98,"interactionType":99,"userInteractionCount":101},"InteractionCounter",{"@type":100},"ViewAction",6,{"@type":103,"mainEntity":104},"FAQPage",[105,111,115,119],{"name":106,"@type":107,"acceptedAnswer":108},"What is a prompt and why does it matter?","Question",{"text":109,"@type":110},"A prompt is the initial input that guides a model during result generation. Clear prompts help the model produce outputs with the right direction, style, purpose, and length.","Answer",{"name":112,"@type":107,"acceptedAnswer":113},"What components make up a good prompt for text generation?",{"text":114,"@type":110},"A good prompt can include an optional expert persona, specific verbs, desired output and length, a clear task and objective, a tone targeted to an audience, and relevant context or background information.",{"name":116,"@type":107,"acceptedAnswer":117},"How do image prompts work, and what should be specified?",{"text":118,"@type":110},"Image prompts should define the subject and context, color scheme, lighting and mood, style and aesthetics, and composition such as camera angle and perspective. The document also recommends asking the AI to generate an image prompt when you lack a clear vision.",{"name":120,"@type":107,"acceptedAnswer":121},"What are key do’s and don’ts when prompting an AI?",{"text":122,"@type":110},"Do be specific and provide context, iterate and refine through dialogue, and structure complex tasks. Don’t share confidential data, don’t blindly trust outputs because the model may hallucinate, and don’t stop after the first answer—use follow-ups to correct and improve results.","https://schema.org",{"og:url":78,"og:type":125,"og:title":59,"og:site_name":91,"og:description":61},"article",{"robots":127,"canonical":78},"index,follow",{"doc_id":129,"site_id":56},572193,1792020295,{"code":4,"msg":5,"data":132},{"doc_id":129,"user_id":133,"nickname":88,"user_avatar":134,"doc_module":9,"category_id":8,"category_name":11,"doc_title":59,"doc_description":61,"doc_content":135,"file_id":136,"file_url":137,"file_type":138,"file_size":139,"view_count":101,"is_deleted":4,"is_public":9,"is_downloadable":9,"audit_status":9,"page_count":35,"language":140,"language_code":57,"site_id":56,"html_lang":57,"table_of_contents":141,"faqs":142,"seo_title":143,"seo_description":61,"update_tm":144,"read_time":101},2336474466412,"https://ap-avatar.wpscdn.com/davatar_155a257f0dc6eb9ab79c44ca47cae57d","AI4Circular – Learning Snippet  \nPrompting Cheat Sheet  \nBasics  \nWhat is a Prompt?  \nIt is the initial input that guides the model during result generation.  \nTake Away  \nPrompting is like chatting with a LLM (AI-Model) .  \nMental Model:  \nThink of an AI model like a brilliant fresh college graduate-smart, but with zero knowledge about your organization, your role, or your processes.  \nHi, I am a fresh college graduate  \nClear Task Description  \nTell the AI what to do  \nSpecific Instructions  \nBe precise about how  \nRelevant Context  \nShare background information  \nDesired Output  \nDescribe what you want to receive  \nBasics  \nAnatomy of a Good Prompt-Text  \nThe Template  \nTake on the persona of [expert persona] . [Verb(s)][output and length][task] to [objective] .  \nThe writing style is [tone of voice] targeted towards [audience]  \nUse the following [information / context / example]  \nTake Away  \nNot all components are required for every prompt.  \n Expert Persona*  Verbs  \n Output & Length*  Task & Objective  Tone & Audience*  Context  \n* = optional  \nRole with domain knowledge Clear action words  \nStructure and size  \nWhat to do and why  \nStyle and target readers Background info & data  \nPolicy advisor, data analyst, marketing expert  \nfind, compare, summarize, develop, evaluate  \n\"A 300-word summary in bullet points\"  \n\"Create a report   to inform the board\"  \nFormal, for policymakers / Simple, for the public  \nPaste documents, describe requirements  \nBasics  \nBefore & After-The Power of a Good Prompt  \nResult: Generic, unfocused output with no clear direction, style, or purpose.  \nTry out these prompts to seethe different results you can achieve.  \n Before (vague prompt)  \n\"Write something about a boy riding a bike. \"  \nAfter (structured prompt)  \n\"Take on the role ofa storyteller. Write a short story (max. halfa page) about a 7-year-old boy named Fabian who lives in Augsburg and is learning to ride a bicycle. The goal is to show children that effort pays off. The writing style is simple and funny. \"  \nResult: Specific, engaging, purpose-driven story with the right tone and length.  \nBasics  \nAnatomy of a Good Prompt-Images  \nExample Image Prompt  \nCreate an aerial scene with an elephant paragliding over a countryside , equipped with a colorful parachute in shades of neon-blue, neon-green, and magenta. The background features a sunset with clouds in heart shape. The entire image is softly lit by the ambient light of the sunset, creating a warm mood. The style is like Minecraft, emphasizing a low poly block environment.  \nTip: If you don’t have a clear vision yet, ask the AI to write an image prompt for you!  \nTools: Nano Banana (Google Gemini)  \nALL·E (ChatGPT), Midjourney, Adobe Firefly, Canva AI  \nFraming & Composition  Context & Subject  \n Color Scheme  \n Lighting & Mood  \n Style & Aesthetics  \nDefines the camera angle, perspective, and how elements are arranged in the image.  \nSpecifies the main theme or subject to set the scene and context.  \nThe specific colors to be used.  \nHow light is used to create a particular atmosphere or emotional tone.  \nThe visual style or artistic direction for the generated image.  \naerial view, centered subject, layering, perspective  \nelephant paragliding over countryside  \nUse written colors (not hex!)—neon-blue, magenta  \nsoft lighting, ambient, warm tones, calming  \nMinecraft, watercolor, vector art, pencil sketch  \nBasics  \n3 Do’s and 3 Don’ts  \n DO  \nBe specific and give context  \nThe more detail you provide, the better. Include background, examples, and clear goals.  \nIterate and refine  \nYour first prompt won’t be perfect. Treat it as a conversation review, adjust, try again.  \nStructure complex tasks e. g. markdown  \nUse separators (---) for long inputs or markdown structure. Break complex requests into clear sections.  \n DON’T  \nDon’t share confidential data  \nCheck where your data is stored. Avoid sharing sensitive business or personal information.  \nDon’t blindly trust the ou","cbCaieW5vOAf7Afd","https://ap.wps.com/l/cbCaieW5vOAf7Afd","pdf",867366,"English","# Basics\n## What is a Prompt?\n## Anatomy of a Good Prompt-Text\n## Before & After: The Power of a Good Prompt\n## Anatomy of a Good Prompt-Images\n# Advanced\n## Perplexity for AI-Powered Research\n## Image Prompting with Nano Banana\n## 3 Do’s and 3 Don’ts","[{\"question\":\"What is a prompt and why does it matter?\",\"answer\":\"A prompt is the initial input that guides a model during result generation. Clear prompts help the model produce outputs with the right direction, style, purpose, and length.\"},{\"question\":\"What components make up a good prompt for text generation?\",\"answer\":\"A good prompt can include an optional expert persona, specific verbs, desired output and length, a clear task and objective, a tone targeted to an audience, and relevant context or background information.\"},{\"question\":\"How do image prompts work, and what should be specified?\",\"answer\":\"Image prompts should define the subject and context, color scheme, lighting and mood, style and aesthetics, and composition such as camera angle and perspective. The document also recommends asking the AI to generate an image prompt when you lack a clear vision.\"},{\"question\":\"What are key do’s and don’ts when prompting an AI?\",\"answer\":\"Do be specific and provide context, iterate and refine through dialogue, and structure complex tasks. Don’t share confidential data, don’t blindly trust outputs because the model may hallucinate, and don’t stop after the first answer—use follow-ups to correct and improve results.\"}]","AI4Circular - Learning Snippet - Prompting Cheat Sheet | PDF",1791926035]