SuperAPI AI Directory

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Prompt Edit

AI images

PromptEdit is a website that provides practical ChatGPT image editing prompts, aimed at real photo editing tasks. Users can copy ready-made prompts for scenarios such as removing objects, changing backgrounds, portrait retouching, and product photo optimization. The website categorizes prompts by editing task, and each page provides eight pairs of short and detailed prompt comparisons, along with constraints and common failure fix suggestions. The usage flow is: choose the editing goal, copy the prompt, and adjust the prompt based on the output. The website emphasizes that prompts are instructions rather than deterministic presets, and generated results vary depending on the source image, selection, model, and conversation context. It is recommended to compare each output with the original image.

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Prompt Engineering Roadmap

AI developer platforms

Prompt Engineering Roadmap is a step-by-step learning guide on the roadmap.sh platform, designed to guide users in learning prompt engineering. The page provides content formats such as roadmaps, guides, and FAQs, and links to learning resources such as the community and YouTube. roadmap.sh itself is a high-star project on GitHub, visited by hundreds of thousands of developers every month. This roadmap is aimed at people who want a systematic understanding of the prompt engineering learning path; the specific content structure, topic coverage, and update method are not yet available.

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Prompt Engineering: From Words to Art

AI images

This article introduces the application of prompt engineering in AI art generation and proposes five cross-model core principles: give direction, specify format, provide examples, evaluate quality, and divide labor. Using tools such as Midjourney as examples, it explains how to improve the controllability and quality of image generation through detailed descriptions, format definitions, example references, quality evaluation, and multi-step decomposition, and provides specific operational suggestions and points to note.

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