ai-image-generation
Generate Images with Hosted AI Models
Choosing and invoking image models can require many provider-specific commands. This skill supplies belt CLI workflows for generation, editing, upscaling, and image composition.
Stop for confirmation before installing.
Review the plan and obtain explicit user consent before changing files.
Install with my Agent
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/skillssh-ai-image-generation.md and its manifest at https://skillstore.io/api/skills/skillssh-ai-image-generation/manifest. Verify the artifact. Stop and obtain explicit user consent before installing or changing files.Your Agent should still show its plan and request any confirmation required by the security policy.
Agent-readable resources
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Test it
Using "ai-image-generation". Generate a wide cyberpunk city scene with neon signs and rainy streets.
Expected outcome:
Selected Grok Imagine for its aspect-ratio support and generated a 16:9 city scene. The result is ready for review.
Using "ai-image-generation". Change this product photo background to a beach sunset while preserving the product.
Expected outcome:
Used GPT-Image-2 editing with the supplied image reference. The product remains centered against a beach sunset background.
Using "ai-image-generation". Upscale the selected illustration for a large presentation.
Expected outcome:
Submitted the illustration to the Topaz upscaler and returned the enhanced image location for inspection.
Security Audit
High RiskAll 44 external-command alerts are false positives caused by Markdown code formatting, and eight URL alerts are documentation links or placeholders. The embedded remote image is a confirmed low-risk network request, while semantic review identified unpinned installation instructions and remote processing of prompts and images.
Confirmed security concerns (2)
Capability review items (1)
These are real local capabilities that may be expected for this skill, so they require review but are not counted as confirmed malicious behavior.
Risk Factors
⚙️ External commands (44)
🌐 Network access (9)
Share & cite this report
Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.
Copy report link
https://skillstore.io/skills/skillssh-ai-image-generation/audits/5?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown badge
[](https://skillstore.io/skills/skillssh-ai-image-generation?utm_source=security_passport_badge)HTML badge
<a href="https://skillstore.io/skills/skillssh-ai-image-generation?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/skillssh-ai-image-generation/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Embed card
<iframe src="https://skillstore.io/embed/skills/skillssh-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>Academic citations (APA · BibTeX · CFF)
APA citation
skillssh. (2026). ai-image-generation security audit report (audit version 5) [Author version unspecified]. Skillstore. https://skillstore.io/skills/skillssh-ai-image-generation/audits/5BibTeX citation
@techreport{skillssh-skillssh-ai-image-generation-2026,
author = {skillssh},
title = {ai-image-generation security audit report (audit version 5)},
institution = {Skillstore},
year = {2026},
number = {5},
url = {https://skillstore.io/skills/skillssh-ai-image-generation/audits/5},
note = {Author version unspecified}
}CITATION.cff
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: "skillssh"
date-released: "2026-09-07"
url: "https://skillstore.io/skills/skillssh-ai-image-generation/audits/5"
identifiers:
- type: other
value: "skillstore:skillssh-ai-image-generation:audit:5"
description: "Skillstore immutable audit report identifier"
Compare variants
23 installable variantsEach author remains a separate installable skill. The recommended variant is ranked by Skillstore evidence.
Why this variant is first
tool-belt-ai-image-generation
2026-09-09
runcomfy-com-ai-image-generation
2026-09-09
inference-shell-ai-image-generation
2026-09-09
tul-sh-ai-image-generation
2026-09-09
inferen-sh-ai-image-generation
2026-09-09
infsh-skills-ai-image-generation
2026-09-09
inference-skills-ai-image-generation
2026-09-09
inference-sh-skills-ai-image-generation
2026-09-09
doany-ai-ai-image-generation
2026-09-09
qu-skills-ai-image-generation
2026-09-09
genmedia-labs-ai-image-generation
2026-09-09
toolshell-ai-image-generation
2026-09-09
skills-shell-ai-image-generation
2026-09-09
101-skills-ai-image-generation
2026-09-09
prime-skills-ai-image-generation
2026-09-09
agentspace-so-ai-image-generation
2026-09-09
halt-catch-fire-ai-image-generation
2026-09-09
inference-sh-ai-image-generation
2026-09-09
inference-sh-9-ai-image-generation
2026-09-09
inference-sh-8-ai-image-generation
2026-09-09
skillssh-ai-image-generation
2026-09-09
skills-collective-ai-image-generation
2026-09-09
danielgwilson-ai-image-generation
2026-09-09
Skillstore Score
Why this score Evidence Confidence: MediumWhat You Can Build
Create Campaign Visuals
Generate social graphics and product concepts across several hosted models.
Prototype Art Directions
Compare visual treatments quickly before selecting a production direction.
Automate Image Preparation
Generate, upscale, edit, and combine assets from repeatable CLI workflows.
Try These Prompts
Create an image of [subject] in [style] with [lighting]. Use a suitable belt image model and summarize the result.
Compare the listed models for [goal], [aspect ratio], and [quality requirement]. Recommend one model, then generate the image.
Edit the image at [image URL]. Preserve [elements], change [requested area], and use [desired visual direction].
Create [number] variations for [campaign]. Compare two suitable models, upscale the selected result, and document each completed step.
Best Practices
- State the subject, composition, style, lighting, and aspect ratio before generation.
- Confirm privacy and usage rights before submitting prompts or image references.
- Review a lower-cost draft before requesting high-resolution generation or upscaling.
Avoid
- Do not submit confidential images without reviewing the external service policy.
- Do not assume every model accepts identical parameters or aspect ratios.
- Do not install mutable third-party skills without verifying their source and version.