Generate and Edit Images Across Leading AI Models
Choosing and invoking image models individually slows creative work. This skill provides one belt CLI workflow for generation, editing, upscaling, and image stitching.
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "ai-image-generation" from https://skillstore.io/skills/101-skills-ai-image-generation.md and its manifest at https://skillstore.io/api/skills/101-skills-ai-image-generation/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Using "ai-image-generation". Create a wide cyberpunk city image for a social campaign.
Expected outcome:
Selected Grok Imagine for its aspect-ratio control. Generated a 16:9 night city scene with neon signage and a clear headline area.
Using "ai-image-generation". Change a product photo background to a sunset beach.
Expected outcome:
Selected GPT-Image for image editing. Preserved the product shape and replaced the background with a warm beach scene.
Using "ai-image-generation". Improve a small approved poster and prepare a comparison strip.
Expected outcome:
The scanner mostly mistook Markdown formatting and model identifiers for Ruby or shell backtick execution. A remote image, mutable installation guidance, broad belt permission, and hosted processing create low-to-medium privacy and supply-chain risks. No prompt injection or malicious exfiltration intent was found.
These are real local capabilities that may be expected for this skill, so they require review but are not counted as confirmed malicious behavior.
Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.
https://skillstore.io/skills/101-skills-ai-image-generation/audits/5?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report[](https://skillstore.io/skills/101-skills-ai-image-generation?utm_source=security_passport_badge)<a href="https://skillstore.io/skills/101-skills-ai-image-generation?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/101-skills-ai-image-generation/security.svg" alt="Skillstore security assessment" loading="lazy"></a><iframe src="https://skillstore.io/embed/skills/101-skills-ai-image-generation.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>101-skills. (2026). ai-image-generation security audit report (audit version 5) [Author version unspecified]. Skillstore. https://skillstore.io/skills/101-skills-ai-image-generation/audits/5@techreport{101-skills-101-skills-ai-image-generation-2026,
author = {101-skills},
title = {ai-image-generation security audit report (audit version 5)},
institution = {Skillstore},
year = {2026},
number = {5},
url = {https://skillstore.io/skills/101-skills-ai-image-generation/audits/5},
note = {Author version unspecified}
}cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "ai-image-generation security audit report (audit version 5)"
version: "unspecified"
type: report
authors:
- name: "101-skills"
date-released: "2026-07-12"
url: "https://skillstore.io/skills/101-skills-ai-image-generation/audits/5"
identifiers:
- type: other
value: "skillstore:101-skills-ai-image-generation:audit:5"
description: "Skillstore immutable audit report identifier"
Each author remains a separate installable skill. The recommended variant is ranked by Skillstore evidence.
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Generate studio product images, compare model outputs, and refine backgrounds for early design reviews.
Create social graphics, posters with text, and wide campaign scenes from structured creative prompts.
Run repeatable generation, editing, upscaling, and stitching tasks from a command-line workflow.
Use this skill to generate an image of [subject] in [style] with [lighting]. Choose a suitable model and explain the selection.
Generate a professional product image for [product]. Use [background], [camera angle], and [aspect ratio]. Select a model suited to product photography.
Edit the image at [image URL] by changing [requested element] while preserving [protected details]. Then upscale the approved result.
Create [number] campaign variants for [audience] using two suitable models. Keep [brand constraints], compare results, and stitch selected images horizontally.
Author
101-skillsLicense
MIT
Skillstore revision
r1
Version notice
The author did not declare a version.
Ref
d71c7417a35d5c2624161bd2fe8de8a41a362128
Maintenance freshness
7/18/2026
Usage
3 downloads · 0 views
File structure
📄 SKILL.md
Create Consistent Character Design Sheets
AI image generators often change a character's face, colors, clothing, and proportions between images. This skill provides reference-sheet, description-anchor, palette, and LoRA workflows for more consistent results.
Create Platform-Ready Video Ads
Video ad requirements vary by platform, making creative adaptation slow and error-prone. This skill provides specifications, story structures, and generation workflows for efficient production.
Plan a Strong Product Hunt Launch
Product Hunt launches require coordinated listing content, visuals, timing, and engagement. This skill provides specifications, templates, research commands, and a launch-day playbook.
Automate browser workflows with guided sessions
Manual browser tasks are slow and difficult to repeat. This skill provides session-based commands for consistent navigation, interaction, capture, and verification.
Create Professional AI Product Photography
Product teams need consistent images for listings and campaigns. This skill provides practical prompts, shot guidance, and remote generation workflows for polished product photography.
Design High-Impact YouTube Thumbnails
Small, cluttered thumbnails lose attention in crowded YouTube feeds. This skill provides practical design rules and image prompts for clear, mobile-ready concepts.
Generate Images with Qwen Image
by tul-sh
Image workflows often need fast visuals and accurate text rendering from one repeatable tool. This skill guides Claude, Codex, and Claude Code to run Qwen-Image through inference.sh.
Generate Images With Qwen-Image 2
by inference-shell
Design teams need fast ways to create and edit visual concepts. This skill guides Claude, Codex, and Claude Code to run Qwen-Image 2 through inference.sh.
Create and Edit Project Images
by openai
Producing consistent raster assets requires precise prompts, careful edits, and reliable output handling. This skill structures requests, creates or edits visuals, validates results, and saves project-ready files.
Extend Images Beyond the Frame
by agentspace-so
Cropped images often need a wider canvas for banners, social posts, or product layouts. This skill guides Claude, Codex, and Claude Code to outpaint images with RunComfy models while preserving the original subject.
Generate GPT Image 2 Assets on RunComfy
by runcomfy-com
Teams need image prompts and edits that preserve text, layout, and brand details. This skill guides Claude, Codex, and Claude Code to use RunComfy's GPT Image 2 endpoints with clear size, edit, and privacy rules.
Enhance Images for Clearer Visuals
by DYAI2025
Low-quality screenshots can make documentation, presentations, and social posts hard to read. This skill guides enhancement, upscaling, sharpening, artifact reduction, and output choices.