{"uid":"cap_diTH_XLcr_f28WgOJPpHG","slug":"wafermap-prompt-refiner-fa9c06c6","name":"Wafermap Prompt Refiner","description":"Prompt Refiner — Turn a rough idea into a precise prompt for an image or text model.","url":"https://wafermap.xyz/v1/prompt-refine?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"idea":{"type":"string","maxLength":1500,"minLength":1,"description":"Your rough idea."},"target":{"enum":["image","text"],"type":"string","description":"What the prompt is for."}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.004","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.004/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.004","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.004","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_C5fDHJPstNgM_XWyEwJ5i","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.004","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Transforms a rough idea into a precise, ready-to-use prompt optimized for either an image or text AI model.","exampleAgentPrompt":"Take my rough idea — 'a futuristic city at night with neon lights and flying cars' — and refine it into a precise prompt I can use for an image model.","exampleUseCases":[{"title":"Sharpening a Midjourney image prompt","prompt":"I want to generate a fantasy forest scene with glowing mushrooms and a mysterious fog — can you refine this into a sharp, detailed image model prompt for me?"},{"title":"Crafting a text model prompt for storytelling","prompt":"My rough idea is 'a detective who solves crimes using ancient mythology' — can you turn that into a well-structured prompt I can feed to a text model to start writing the story?"},{"title":"Improving a product ad image prompt","prompt":"I need a prompt for an image model to create a premium coffee brand ad — something luxurious, warm tones, minimalist. Can you take that rough idea and make it a precise, production-ready prompt?"}],"resultDescription":"A refined, detailed, and model-appropriate prompt string derived from the rough input idea, optimized for the specified target modality (image or text AI model).","failureModes":["Empty or too-short idea string (violates minLength:1)","Idea exceeds 1500 characters (maxLength exceeded)","Invalid target value — must be 'image' or 'text'","Missing required fields (idea or target)","Ambiguous or nonsensical idea may produce a generic refined prompt"],"whenToPreferThis":"Choose this endpoint when you have a vague or underdeveloped idea and need a polished, specific prompt before feeding it to an image generator (e.g. Midjourney, Stable Diffusion, DALL-E) or a text model (e.g. GPT, Claude). Especially useful in agentic pipelines where prompt quality directly affects downstream output quality, or when a user's raw input is too rough to produce good generative results without refinement.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-31T18:40:43.373Z","isFirstParty":false,"canonicalSlug":"wafermap-prompt-refiner-fa9c06c6"}