{"enrichment":{"faq":[{"a":"Ai Image Generator routes your image generation requests to four different API providers\u2014MuleRun Nano Banana 2, APImart GPT Image 2, Atlas Cloud GPT Image 2, and Agnes Image 2.1 Flash\u2014which you can switch between using the `--provider` parameter. It supports both pure text-to-image generation and reference-image-based editing, operating in single or batch modes to automate artwork creation from your text descriptions.","q":"How does Ai Image Generator create pictures using artificial intelligence?"},{"a":"Yes, Ai Image Generator specializes in generating images from text prompts. It converts your text descriptions into visual content by routing requests through its four available API providers. You can select which provider to use via the `--provider` parameter, allowing flexibility in how your prompts are transformed into images.","q":"Can Ai Image Generator generate images from text prompts?"},{"a":"Ai Image Generator supports both single and batch modes for image creation. It handles pure text-to-image generation where you describe what you want, and also reference-image-based editing where you provide an existing image as a starting point. This flexibility lets you create new artwork or modify existing visuals based on your needs.","q":"What image generation modes does Ai Image Generator support?"},{"a":"Ai Image Generator integrates four different API providers: MuleRun Nano Banana 2, APImart GPT Image 2, Atlas Cloud GPT Image 2, and Agnes Image 2.1 Flash. You can switch between these providers using the `--provider` parameter to find the one that best suits your image generation needs.","q":"Which AI providers does Ai Image Generator use?"},{"a":"Ai Image Generator automates the artwork and picture creation process, eliminating the need for manual design or photography. By generating multiple image variations from a single concept and supporting batch processing, it significantly speeds up visual content creation for marketing and design projects without requiring manual intervention.","q":"How can Ai Image Generator accelerate content creation?"},{"a":"Ai Image Generator is designed primarily to be called by other skills rather than used directly. It functions as an execution layer that handles the technical routing and processing of image generation requests, making it ideal for integration into larger workflows and automated systems.","q":"Is Ai Image Generator designed for direct use or integration?"}],"shadow_tags":["generative-ai","visual-synthesis","prompt-based-creation","neural-rendering","content-automation","ml-art","image-synthesis","automated-design","creative-ai"],"summary_rewrite":"This execution layer routes image generation requests to four different API providers\u2014MuleRun Nano Banana 2, APImart GPT Image 2, Atlas Cloud GPT Image 2, and Agnes Image 2.1 Flash\u2014switchable via the `--provider` parameter. It supports both pure text-to-image generation and reference-image-based editing in single or batch modes, designed to be called by other skills rather than used directly."},"gist":{"api_url":"https://skillfed.io/api/skills/wwwzhouhui/skills_collection/ai-image-generator.json","as_of":"2026-07-26","description":"Ai Image Generator routes image generation requests to multiple API providers with text or reference-image.","install":{"manual":["git clone https://github.com/wwwzhouhui/skills_collection","cp -r skills_collection ~/.claude/skills/ai-image-generator"],"primary":"npx skillfed install wwwzhouhui/skills_collection/ai-image-generator","version":"58482f5d"},"kind":"skill","mirror_url":"https://skillfed.io/wwwzhouhui/skills_collection/ai-image-generator.md","similar":[{"id":"wwwzhouhui/skills_collection/short-video-cover","name":"Short Video Cover","publisher":"wwwzhouhui/skills_collection","url":"https://skillfed.io/wwwzhouhui/skills_collection/short-video-cover"},{"id":"wwwzhouhui/skills_collection/tech-article-diagram","name":"Tech Article Diagram","publisher":"wwwzhouhui/skills_collection","url":"https://skillfed.io/wwwzhouhui/skills_collection/tech-article-diagram"},{"id":"wwwzhouhui/skills_collection/article-explainer-video","name":"Article Explainer Video","publisher":"wwwzhouhui/skills_collection","url":"https://skillfed.io/wwwzhouhui/skills_collection/article-explainer-video"},{"id":"wwwzhouhui/skills_collection/edu-subject-infographic","name":"Edu Subject Infographic","publisher":"wwwzhouhui/skills_collection","url":"https://skillfed.io/wwwzhouhui/skills_collection/edu-subject-infographic"},{"id":"wwwzhouhui/skills_collection/grok-imagine-image","name":"Grok Imagine Image","publisher":"wwwzhouhui/skills_collection","url":"https://skillfed.io/wwwzhouhui/skills_collection/grok-imagine-image"}],"title":"Ai Image Generator by wwwzhouhui: Generate images from text descriptions or prompts \u2014 SkillFed","use":{"when":["Yes, Ai Image Generator specializes in generating images from text prompts.","Ai Image Generator supports both single and batch modes for image creation."]},"what":{"lead":"Ai Image Generator routes image generation requests to multiple API providers with text or reference-image modes.","rest":"This execution layer routes image generation requests to four different API providers\u2014MuleRun Nano Banana 2, APImart GPT Image 2, Atlas Cloud GPT Image 2, and Agnes Image 2.1 Flash\u2014switchable via the `--provider` parameter. It supports both pure text-to-image generation and reference-image-based editing in single or batch modes, designed to be called by other skills rather than used directly."}},"id":"wwwzhouhui/skills_collection/ai-image-generator","install":{"mode":"external","repo":"https://github.com/wwwzhouhui/skills_collection"},"links":{"html":"https://skillfed.io/wwwzhouhui/skills_collection/ai-image-generator","md":"https://skillfed.io/wwwzhouhui/skills_collection/ai-image-generator.md","repo":"https://github.com/wwwzhouhui/skills_collection"},"meta":{"agents_supported":[],"first_seen":"2026-07-28","forks":51,"language":"Python","last_updated":"2026-07-26","license":null,"name":"Ai Image Generator","publisher":"wwwzhouhui","stars":256},"relations":{"categories":["generative-ai","content-creation","design-automation"],"similar":[{"id":"wwwzhouhui/skills_collection/short-video-cover"},{"id":"wwwzhouhui/skills_collection/tech-article-diagram"},{"id":"wwwzhouhui/skills_collection/article-explainer-video"},{"id":"wwwzhouhui/skills_collection/edu-subject-infographic"},{"id":"wwwzhouhui/skills_collection/grok-imagine-image"},{"id":"wwwzhouhui/skills_collection/ai-teaching-media"},{"id":"wuchubuzai2018/expert-skills-hub/haizei-agnes-image-gen"},{"id":"jomeswang/agnes-ai-skill/agnes-ai-skill"},{"id":"Yacey/agnes-ai-generation-skill/agnes-ai-generation-skill"},{"id":"bytedance/deer-flow/video-generation"}]},"slug":{"owner":"wwwzhouhui","repo":"skills_collection","skill":"ai-image-generator"},"version":"58482f5d"}