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AI Image Prompts Skill
AI Image Prompts Skill is an installable prompt-search skill for AI assistants such as Codex, Claude Code, Cursor, Gemini CLI, and OpenClaw.
Describe the image you need and the skill searches a downloaded library of community prompt examples, returns up to three matches with sample images, and can adapt a chosen template to a specific brief. Use this as a first read, not a recommendation. Open the original project before trusting details like terms, limits, privacy, cost, setup, or safety.
What it is
A searchable prompt library for AI assistants
The repository packages agent instructions, update scripts, and categorized JSON files for image prompts. It is not an image model or a standalone image editor: the assistant uses the library to suggest prompts for another image-generation tool.
Why it stands out
Examples are matched to the job, not shown as one long gallery
The skill routes a request toward categories such as social posts, product marketing, avatars, infographics, game assets, posters, thumbnails, and interface design, then keeps the shortlist small and includes a sample image for each result.
Availability
Installable from GitHub across several agent tools
The project documents installation for OpenClaw, Claude Code, Cursor, Codex, Gemini CLI, Windsurf, and compatible skill installers. Its setup script downloads public prompt data from the repository, while the documented sync command refreshes the full local library.
Why it matters
What makes it useful
Starting from a blank prompt can be slow when you know the job—perhaps a product photo, article cover, infographic, or poster—but not the visual language that will get you there. This skill turns that broad need into a short set of visible examples, then lets you keep the useful structure while changing the subject and details.
What to know
Where it fits
It fits before image generation. The instructions first present original library prompts with samples, then offer customization after you select one. A remix keeps the template's lighting, composition, and style while replacing subject details from your brief. The generation prompt is in English; titles and descriptions can follow your language. Run that final prompt in your chosen image tool and inspect the result there.
Notable points
What stands out
The instructions call for a freshness check before searching. The current setup code distinguishes that check from a full refresh: without force mode, it skips existing category files even when the check runs. The documented force-sync path is for replacing those files; the check alone is not evidence that every stored prompt was refreshed. Recommendations can also download sample images from YouMind's CDN.
Before using
What to review
Read the skill instructions and setup script before installation, including the during-use freshness check, separate full-sync command, and sample-image download steps.
Check the original source and usage terms before reusing a community prompt, sample image, recognizable person, brand material, or copyrighted style reference.
Consider what article text, campaign details, client material, or personal information you give the AI assistant when asking it to adapt a template.
Treat model compatibility as a starting point rather than a guarantee; image models may interpret the same prompt differently and still need iteration.
Reader fit
Who may find it relevant
Creators who want visible starting points for covers, social graphics, posters, product images, avatars, or educational visuals.
Agent users who want a reusable prompt-discovery step inside Codex, Claude Code, Cursor, OpenClaw, or another compatible tool.
People who prefer choosing from a short set of examples before customizing the final prompt.
Less relevant for readers looking for an image model, a full editor, or a prompt library that never updates from the network.
Editorial note
Why LifeHubber lists it
AI Image Prompts Skill is useful when a creative brief falls outside the templates its search finds. Its documented custom fallback provides a next prompt proposal while distinguishing that proposal from an illustrated library match. That lets a reader continue an unmatched brief without assuming a sample exists for the suggestion. If the search finds no suitable library template, check which route the answer took. The skill instructions require a custom fallback to be labelled AI-generated, rather than presented as a curated library match. That fallback does not have a matched library sample demonstrating its result. Generate and inspect it in your image tool before treating it like one of the illustrated examples.
Source links
Source materials
Reader note
Before relying on this entry
LifeHubber lists entries to help readers inspect AI projects, not to endorse them or prove they are safe, suitable, accurate, maintained, or right for a specific use. We do not verify every entry in depth. Before relying on anything listed, review the original materials, terms, privacy practices, limits, and risks that matter for your situation.
What to explore next
Choose the prompt path, then inspect the skill behind it.
Move from broad prompt search into a more structured GPT Image 2 library, or examine an agent skill before adding it to a working setup.
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