Skills ai-image-generation

📦

ai-image-generation

Name: ai-image-generation
Author: infsh-skills

Content revision r2 Medium Risk ⚙️ External commands🌐 Network access

Generate and Edit Images with AI

Choosing and invoking image models can require repeated CLI research. This skill provides model guidance and ready workflows for generation, editing, upscaling, and stitching.

Supports: Claude Codex Code(CC)

📊 69 Adequate

Install with my Agent

Copy this request to your Agent. It includes the canonical Skill page and manifest.

Agent request

Review the Skillstore skill "ai-image-generation" from https://skillstore.io/skills/infsh-skills-ai-image-generation.md and its manifest at https://skillstore.io/api/skills/infsh-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.

Agent-readable resources

Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.

Markdown detail GET /skills/infsh-skills-ai-image-generation.md Signed manifest GET /api/skills/infsh-skills-ai-image-generation/manifest Signed lockfile GET /api/skills/infsh-skills-ai-image-generation/lockfile

Test it

Using "ai-image-generation". Create a wide product image of white sneakers with studio lighting.

Expected outcome:

Selected GPT-Image-2 for high-quality product photography. Generated a wide studio scene with white sneakers, controlled shadows, and a clean neutral background.

Using "ai-image-generation". Change my source image background to a beach sunset.

Expected outcome:

Selected an image-editing model. Preserved the main subject while replacing the background with a warm beach sunset.

Using "ai-image-generation". Improve a small image for print.

Expected outcome:

Selected the Topaz image upscaler. Produced a higher-resolution image intended for closer review before printing.

Security Audit

Medium Risk

v5 • 8/6/2026 Open versioned report

The reported shell backtick findings are Markdown formatting, not Ruby or shell command substitution. Most URLs are documentation or placeholders, but the remote image can contact an external host when rendered. The broad Bash(belt *) permission remains a medium-risk capability because it permits more CLI actions than this image workflow requires.

Files scanned

172

Lines analyzed

Review items

False positives ignored

Confirmed security concerns (1)

Medium

SKILL.md:4

Broad Belt CLI Permission

The allowed-tools declaration permits every belt subcommand, although the documented workflow only needs image discovery and generation commands.

The wildcard permission is explicit and broader than the commands documented in the skill. This increases the impact of incorrect or manipulated tool use.

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.

Low

SKILL.md:13

Hardcoded URL

![AI Image Generation](https://cloud.inference.sh/app/files/u/4mg21r6ta37mpaz6ktzwtt8krr/01kg0v0nz7w

The Markdown image references an external host, so rendering the skill can make an automatic network request and disclose basic request metadata.

Risk Factors

⚙️ External commands (44)

🌐 Network access (9)

SKILL.md:11 SKILL.md:13 SKILL.md:17 SKILL.md:70 SKILL.md:124 SKILL.md:131 SKILL.md:168 SKILL.md:169 SKILL.md:170

Audited by: codex View Audit History →

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.

Open versioned report

Copy report link

https://skillstore.io/skills/infsh-skills-ai-image-generation/audits/5?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report

Markdown badge

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HTML badge

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Embed card

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Academic citations (APA · BibTeX · CFF)

APA citation

infsh-skills. (2026). ai-image-generation security audit report (audit version 5) [Author version unspecified]. Skillstore. https://skillstore.io/skills/infsh-skills-ai-image-generation/audits/5

BibTeX citation

@techreport{infsh-skills-infsh-skills-ai-image-generation-2026,
  author = {infsh-skills},
  title = {ai-image-generation security audit report (audit version 5)},
  institution = {Skillstore},
  year = {2026},
  number = {5},
  url = {https://skillstore.io/skills/infsh-skills-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: "infsh-skills"
date-released: "2026-08-06"
url: "https://skillstore.io/skills/infsh-skills-ai-image-generation/audits/5"
identifiers:
  - type: other
    value: "skillstore:infsh-skills-ai-image-generation:audit:5"
    description: "Skillstore immutable audit report identifier"

Compare variants

23 installable variants

Each author remains a separate installable skill. The recommended variant is ranked by Skillstore evidence.

Why this variant is first

Higher Skillstore usage

Author / source Skillstore Score Evidence Confidence Skillstore usage Updated

tool-belt Recommended

tool-belt-ai-image-generation

Skillstore Score 78

Evidence Confidence High

Skillstore usage 25

Updated

2026-08-21

runcomfy-com

runcomfy-com-ai-image-generation

Skillstore Score 78

Evidence Confidence High

Skillstore usage 22

Updated

2026-08-21

inference-shell

inference-shell-ai-image-generation

Skillstore Score 78

Evidence Confidence High

Skillstore usage 11

Updated

2026-08-21

tul-sh

tul-sh-ai-image-generation

Skillstore Score 75

Evidence Confidence High

Skillstore usage 19

Updated

2026-08-21

inferen-sh

inferen-sh-ai-image-generation

Skillstore Score 69

Evidence Confidence High

Skillstore usage 15

Updated

2026-08-21

infsh-skills Current

infsh-skills-ai-image-generation

Skillstore Score 69

Evidence Confidence High

Skillstore usage 11

Updated

2026-08-21

inference-skills

inference-skills-ai-image-generation

Skillstore Score 69

Evidence Confidence High

Skillstore usage 10

Updated

2026-08-21

inference-sh

inference-sh-skills-ai-image-generation

Skillstore Score 69

Evidence Confidence High

Skillstore usage 8

Updated

2026-08-21

skillssh

skillssh-ai-image-generation

Skillstore Score 69

Evidence Confidence High

Skillstore usage 7

Updated

2026-08-21

doany-ai

doany-ai-ai-image-generation

Skillstore Score 69

Evidence Confidence High

Skillstore usage 6

Updated

2026-08-21

qu-skills

qu-skills-ai-image-generation

Skillstore Score 69

Evidence Confidence Medium

Skillstore usage 12

Updated

2026-08-21

genmedia-labs

genmedia-labs-ai-image-generation

Skillstore Score 69

Evidence Confidence Medium

Skillstore usage 2

Updated

2026-08-21

toolshell

toolshell-ai-image-generation

Skillstore Score 50

Evidence Confidence High

Skillstore usage 15

Updated

2026-08-21

skills-shell

skills-shell-ai-image-generation

Skillstore Score 50

Evidence Confidence High

Skillstore usage 7

Updated

2026-08-21

101-skills

101-skills-ai-image-generation

Skillstore Score 50

Evidence Confidence Medium

Skillstore usage 6

Updated

2026-08-21

prime-skills

prime-skills-ai-image-generation

Skillstore Score 50

Evidence Confidence Medium

Skillstore usage 2

Updated

2026-08-21

agentspace-so

agentspace-so-ai-image-generation

Skillstore Score 38

Evidence Confidence High

Skillstore usage 13

Updated

2026-08-21

halt-catch-fire

halt-catch-fire-ai-image-generation

Skillstore Score 38

Evidence Confidence Medium

Skillstore usage 50

Updated

2026-08-21

inference-sh

inference-sh-ai-image-generation

Skillstore Score 38

Evidence Confidence Medium

Skillstore usage 32

Updated

2026-08-21

inference-sh-9

inference-sh-9-ai-image-generation

Skillstore Score 38

Evidence Confidence Medium

Skillstore usage 19

Updated

2026-08-21

inference-sh-8

inference-sh-8-ai-image-generation

Skillstore Score 38

Evidence Confidence Medium

Skillstore usage 10

Updated

2026-08-21

skills-collective

skills-collective-ai-image-generation

Skillstore Score 38

Evidence Confidence Medium

Skillstore usage 5

Updated

2026-08-21

danielgwilson

danielgwilson-ai-image-generation

Skillstore Score 38

Evidence Confidence Medium

Skillstore usage 4

Updated

2026-08-21

Skillstore Score

Why this score Evidence Confidence: High

Architecture

Maintainability

Content

Community

Spec Compliance

What You Can Build

Create Campaign Visuals

Generate product scenes, social graphics, and promotional images in selected aspect ratios.

Explore Visual Concepts

Compare model outputs for characters, environments, posters, and presentation concepts.

Automate Image Preparation

Edit, upscale, or stitch source images through repeatable CLI workflows.

Try These Prompts

Generate a Basic Image

Create an image of [subject] in [style]. Use [aspect ratio] and choose a suitable model.

Create a Product Visual

Generate a professional product image for [product]. Use [background], [lighting], [camera angle], and [aspect ratio].

Edit an Existing Image

Edit the image at [image URL]. Change [requested element] while preserving [details to keep]. Select a model suited to editing.

Compare Model Options

Recommend three available models for [goal]. Compare quality, speed, cost, text rendering, and editing support before generating the selected option.

Best Practices

Specify the subject, composition, lighting, style, and aspect ratio.
Review model pricing and input requirements before running generation.
Use trusted image URLs without embedded credentials or sensitive query parameters.

Avoid

Do not send confidential images or prompts without reviewing provider policies.
Do not assume every model supports editing, LoRA, or identical parameters.
Do not install related skills unless they are required and independently reviewed.

Frequently Asked Questions

What must I install before using this skill?

Install the inference.sh belt CLI and authenticate with an inference.sh account.

Which image models are supported?

The guide covers GPT-Image-2, FLUX, Gemini, Grok, Seedream, Reve, ImagineArt, P-Image, and other belt image applications.

Can it edit an existing image?

Yes. Supported editing models accept a user-provided image URL and a requested transformation.

Can it create images with readable text?

Yes. The guide identifies models designed for text rendering, including Reve and Seedream options.

Does image generation run locally?

No. The belt CLI sends requests to hosted inference services.

Can it upscale or combine images?

Yes. The documented applications include Topaz upscaling and horizontal image stitching.

Developer Details

Author

infsh-skills

License

MIT

Skillstore revision

Version notice

The author did not declare a version.

Repository

https://github.com/infsh-skills/skills/tree/main/tools/image/ai-image-generation/

Ref

4121de961d1b6f2ffca856260e239505c302452c

Maintenance freshness

8/7/2026

Usage

9 downloads · 107 views

File structure

📄 SKILL.md