Generate AI Images With Inference.sh
Teams need fast access to many hosted image models without learning each provider API. This skill guides Claude, Codex, and Claude Code through inference.sh CLI workflows for generation, editing, upscaling, and 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/tool-belt-ai-image-generation.md and its manifest at https://skillstore.io/api/skills/tool-belt-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 studio product image of a black ceramic mug for a premium coffee brand.
Expected outcome:
The assistant recommends a suitable image model, drafts a concise product prompt, runs one generation, and reports the result location.
Using "ai-image-generation". Upscale this public product image and prepare it for a catalog page.
Expected outcome:
The assistant selects the upscaling workflow, asks for the image URL if missing, and returns the enhanced image result.
Using "ai-image-generation". Compare fast and high-quality model options for a social post concept.
Expected outcome:
The assistant explains the tradeoffs, suggests two candidate models, and starts with a low-cost test generation.
The static external-command alerts are Markdown code fences or inline code examples, not executable Ruby backticks. The skill openly documents use of the infsh CLI and external links; no prompt injection, hidden exfiltration, or arbitrary command execution was found. Users should still treat prompts and image URLs as data sent to external image providers when infsh runs.
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/tool-belt-ai-image-generation/audits/4?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report[](https://skillstore.io/skills/tool-belt-ai-image-generation?utm_source=security_passport_badge)<a href="https://skillstore.io/skills/tool-belt-ai-image-generation?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/tool-belt-ai-image-generation/security.svg" alt="Skillstore security assessment" loading="lazy"></a><iframe src="https://skillstore.io/embed/skills/tool-belt-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>tool-belt. (2026). ai-image-generation security audit report (audit version 4) [Author version unspecified]. Skillstore. https://skillstore.io/skills/tool-belt-ai-image-generation/audits/4@techreport{tool-belt-tool-belt-ai-image-generation-2026,
author = {tool-belt},
title = {ai-image-generation security audit report (audit version 4)},
institution = {Skillstore},
year = {2026},
number = {4},
url = {https://skillstore.io/skills/tool-belt-ai-image-generation/audits/4},
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 4)"
version: "unspecified"
type: report
authors:
- name: "tool-belt"
date-released: "2026-07-07"
url: "https://skillstore.io/skills/tool-belt-ai-image-generation/audits/4"
identifiers:
- type: other
value: "skillstore:tool-belt-ai-image-generation:audit:4"
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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Create campaign concepts, social media images, and ad variations before commissioning final assets.
Generate product photography concepts and visual directions for early review cycles.
Use CLI-based image generation, upscaling, and stitching inside repeatable development workflows.
Use the ai-image-generation skill to create a square studio image of a ceramic mug for an online store.
Recommend the best listed model for a cinematic landscape with accurate text, then generate one test image.
Use this image URL to make the background clean and bright while keeping the main product unchanged.
Plan a three-image launch campaign with model choices, prompt variants, aspect ratios, and quality checks before generation.
Author
tool-beltLicense
MIT
Skillstore revision
r1
Version notice
The author did not declare a version.
Ref
36e07d5e13068e5be64447e8f20b427cf2cbd21a
Maintenance freshness
7/18/2026
Usage
20 downloads · 147 views
File structure
📄 SKILL.md
Create AI Videos with inference.sh
AI video workflows require careful model and option choices. This skill helps Claude, Codex, and Claude Code run inference.sh video models for generation, avatars, lipsync, and utilities.
Run Cloud AI Apps with infsh
Choosing the right inference.sh app and command can slow down AI workflows. This skill gives Claude, Codex, and Claude Code concise CLI guidance for discovery, authentication, execution, and task tracking.
Run AI apps from your agent
Agents often need many hosted AI tools, but each provider has different setup steps. This skill gives Claude, Codex, and Claude Code one CLI workflow for discovery, execution, and task tracking.
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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.
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Creating polished images often requires separate tools for generation, editing, and current information. This skill provides one inference.sh workflow for all three tasks.
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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.
Generate Text-Rich Images with Qwen Pro
by inference-shell
Design teams need image prompts that preserve text and layout details. This skill guides Claude, Codex, or Claude Code to call Qwen-Image-2-Pro through inference.sh.