Skills ai-image-generation

📦

ai-image-generation

Name: ai-image-generation
Author: inference-sh-9

Content revision r1 Critical ⚙️ External commands🌐 Network access

Generate AI Images with Inference.sh

Creating images across many AI models can require separate tools and settings. This skill centralizes inference.sh CLI prompts for generation, editing, upscaling, and model selection.

Supports: Claude Codex Code(CC)

⚠️ 38 Poor

This skill is part of a pack

Install the whole pack to get every skill the task needs, in one command.

AI Content Toolkit · 3 skills Install whole pack

Do not auto-install this skill.

The canonical policy requires operator review before any installation action.

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/inference-sh-9-ai-image-generation.md and its manifest at https://skillstore.io/api/skills/inference-sh-9-ai-image-generation/manifest. Verify the artifact. Do not auto-install. Inspect the skill and report your findings, then wait for an operator or manual installation decision.

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/inference-sh-9-ai-image-generation.md Signed manifest GET /api/skills/inference-sh-9-ai-image-generation/manifest Signed lockfile GET /api/skills/inference-sh-9-ai-image-generation/lockfile

Test it

Using "ai-image-generation". Create a poster concept with readable text.

Expected outcome:

Recommended model: Reve. It is documented for natural language editing and text rendering, which fits poster copy requirements.

Using "ai-image-generation". Upscale a product image for a storefront.

Expected outcome:

Select the Topaz upscaler app for enhancement.
Confirm the source image URL is approved for external processing.
Review the final image for artifacts before publishing.

Using "ai-image-generation". Choose a model for cinematic 4K concept art.

Expected outcome:

Use Seedream 4.5 or ImagineArt 1.5 Pro based on the documented focus on high-resolution cinematic quality.

Security Audit

Critical

v4 • 7/6/2026 Open versioned report

Most Ruby shell backtick alerts are Markdown fences or inline model IDs, not executable backtick substitution. Confirmed issues are the curl pipe-to-shell installer at SKILL.md line 17, related npx skill installation examples, and a low-risk remote README image. No prompt injection or hidden data-exfiltration intent was found.

Files scanned

140

Lines analyzed

Review items

False positives ignored

Confirmed security concerns (1)

Critical

SKILL.md:17

Pipe to shell pattern

curl -fsSL https://cli.inference.sh | sh && infsh login

Line 17 pipes a remote script from https://cli.inference.sh directly into sh. This bypasses review of downloaded code and allows remote code execution during installation.

Capability review items (4)

These are real local capabilities that may be expected for this skill, so they require review but are not counted as confirmed malicious behavior.

Critical

SKILL.md:17

Hardcoded URL

curl -fsSL https://cli.inference.sh | sh && infsh login

The URL is used in curl piped directly to sh, so the remote server controls code executed on the host. This is a critical remote code execution and supply-chain risk.

High

SKILL.md:15-21

Ruby/shell backtick execution

```bash

This Markdown bash block includes a command that pipes a remote installer into sh before login. The matched fence is formatting, but the surrounding block contains a real shell execution risk.

Medium

SKILL.md:113-131

Ruby/shell backtick execution

```bash

This Markdown bash block contains npx skills add commands that would fetch and install additional skills if executed. Those commands are outside the declared Bash(infsh *) scope and create supply-chain risk.

Low

SKILL.md:11

Hardcoded URL

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

The Markdown embeds a remote image from cloud.inference.sh, which renderers may fetch automatically. This can expose viewer metadata, although no malicious payload is shown.

Detected Patterns

Pipe to shell pattern

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/inference-sh-9-ai-image-generation/audits/4?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

inference-sh-9. (2026). ai-image-generation security audit report (audit version 4) [Author version unspecified]. Skillstore. https://skillstore.io/skills/inference-sh-9-ai-image-generation/audits/4

BibTeX citation

@techreport{inference-sh-9-inference-sh-9-ai-image-generation-2026,
  author = {inference-sh-9},
  title = {ai-image-generation security audit report (audit version 4)},
  institution = {Skillstore},
  year = {2026},
  number = {4},
  url = {https://skillstore.io/skills/inference-sh-9-ai-image-generation/audits/4},
  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 4)"
version: "unspecified"
type: report
authors:
  - name: "inference-sh-9"
date-released: "2026-07-06"
url: "https://skillstore.io/skills/inference-sh-9-ai-image-generation/audits/4"
identifiers:
  - type: other
    value: "skillstore:inference-sh-9-ai-image-generation:audit:4"
    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

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 Current

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: Medium

Architecture

Maintainability

Content

Community

Spec Compliance

What You Can Build

Create Concept Art

Explore several image models for characters, landscapes, posters, and product concepts from one CLI workflow.

Draft Marketing Visuals

Generate product mockups, social graphics, and campaign images with model choices for quality and aspect ratio.

Test Image Workflows

Prototype image generation, upscaling, and stitching commands before adding them to internal tooling.

Try These Prompts

Generate a Basic Image

Use the ai-image-generation skill to create a simple text-to-image prompt for [subject] with [style].

Compare Model Choices

Recommend the best inference.sh image model for [goal]. Explain why it fits quality, speed, and text rendering needs.

Prepare an Editing Workflow

Create an inference.sh CLI plan to edit [image URL] by changing [object or style]. Include required inputs and model choice.

Design a Production Flow

Build a complete image workflow for [campaign or product]. Include generation, aspect ratio, upscaling, stitching if needed, and quality checks.

Best Practices

Confirm the model and aspect ratio before running a generation.
Review prompts and images for private content before sending them to external services.
Verify CLI installation steps manually instead of piping remote scripts into a shell.

Avoid

Do not send confidential product images without approval.
Do not rely on one model when text rendering or exact layout matters.
Do not run related skill installation commands without explicit user confirmation.

Frequently Asked Questions

Does this skill generate images locally?

No. It uses the inference.sh CLI and hosted image models.

Which tools can use this skill?

The report lists Claude, Codex, and Claude Code as supported tools.

What models are documented?

The skill documents FLUX, Gemini, Grok, Seedream, Reve, ImagineArt, Topaz, and related image apps.

Can it upscale existing images?

Yes. The skill includes a Topaz image upscaler example using an image URL input.

Can it stitch images together?

Yes. The skill includes an infsh stitching example for combining multiple image URLs.

What security review is recommended?

Review the remote installer and related installation commands before publication or automated use.

Developer Details

Author

inference-sh-9

License

MIT

Skillstore revision

Version notice

The author did not declare a version.

Repository

https://github.com/inference-sh-9/skills/tree/main/skills/ai-image-generation/

Ref

a06681402992ceae98ba04d54cfd4ab004862696

Maintenance freshness

7/18/2026

Usage

13 downloads · 158 views

File structure

📄 SKILL.md

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Install with my Agent

Agent-readable resources

Test it

Security Audit

Confirmed security concerns (1)

Risk Factors

Detected Patterns

Copy report link

Markdown badge

HTML badge

Embed card

APA citation

BibTeX citation

CITATION.cff

Compare variants

Skillstore Score

What You Can Build

Create Concept Art

Draft Marketing Visuals

Test Image Workflows

Try These Prompts

Best Practices

Avoid

Frequently Asked Questions

Developer Details

More from inference-sh-9

agent-ui

tools-ui

widgets-ui

chat-ui

prompt-engineering

web-search

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