Run Cloud AI Apps from Your Agent
AI agents need a consistent way to discover and run hosted models. This skill guides Claude, Codex, and Claude Code through inference.sh CLI workflows.
Do not auto-install this skill.
The canonical policy requires operator review before any installation action.
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "agent-tools" from https://skillstore.io/skills/inference-sh-skills-agent-tools.md and its manifest at https://skillstore.io/api/skills/inference-sh-skills-agent-tools/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.
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Using "agent-tools". Ask for an image generation app that can use a text prompt.
Expected outcome:
Using "agent-tools". Ask to run a long video task and check progress later.
Expected outcome:
Using "agent-tools". Ask to use a search app and summarize current information.
Expected outcome:
Most hardcoded URL, environment variable, and Markdown backtick detections are documentation for expected inference.sh CLI usage. The remote curl-to-shell installer is a confirmed critical risk, and manual installation plus related skill installation commands add filesystem and remote-content risk. No prompt injection text was found, but local file upload and X automation require explicit user approval.
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/inference-sh-skills-agent-tools/audits/4?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report[](https://skillstore.io/skills/inference-sh-skills-agent-tools?utm_source=security_passport_badge)<a href="https://skillstore.io/skills/inference-sh-skills-agent-tools?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/inference-sh-skills-agent-tools/security.svg" alt="Skillstore security assessment" loading="lazy"></a><iframe src="https://skillstore.io/embed/skills/inference-sh-skills-agent-tools.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>inference-sh-skills. (2026). agent-tools security audit report (audit version 4) [Author version unspecified]. Skillstore. https://skillstore.io/skills/inference-sh-skills-agent-tools/audits/4@techreport{inference-sh-skills-inference-sh-skills-agent-tools-2026,
author = {inference-sh-skills},
title = {agent-tools security audit report (audit version 4)},
institution = {Skillstore},
year = {2026},
number = {4},
url = {https://skillstore.io/skills/inference-sh-skills-agent-tools/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: "agent-tools security audit report (audit version 4)"
version: "unspecified"
type: report
authors:
- name: "inference-sh-skills"
date-released: "2026-07-05"
url: "https://skillstore.io/skills/inference-sh-skills-agent-tools/audits/4"
identifiers:
- type: other
value: "skillstore:inference-sh-skills-agent-tools: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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Use hosted image, video, audio, and 3D apps from a single CLI workflow.
Discover app schemas, create sample inputs, submit tasks, and check results from an agent session.
Use search, LLM, and X automation apps when an approved workflow needs external services.
Use agent-tools to find inference.sh apps for image generation. Show the best matches and explain what each app does.
Use agent-tools to inspect the input requirements for a video generation app. Create a safe input plan before running it.
Use agent-tools to run an approved inference.sh app, track the task, and summarize the result when it completes.
Use agent-tools to compare image, video, and LLM apps for this workflow. Recommend one option with tradeoffs, costs, and required inputs.
Author
inference-sh-skillsLicense
MIT
Skillstore revision
r1
Version notice
The author did not declare a version.
Ref
a25199bc7d6b82598536822d1738eb5d5f54025b
Maintenance freshness
7/18/2026
Usage
5 downloads · 76 views
File structure
Create AI Avatar Videos
Teams need presenter videos, dubbing, and lip-sync clips without a full studio. This skill guides Claude, Codex, and Claude Code through inference.sh CLI workflows for avatar video generation.
Create AI Videos with inference.sh
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Automate Browser Sessions with Agentic Refs
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Compare AI Models and Generate Media
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Generate Text-Rich Images with Qwen Pro
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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.
Generate and Edit AI Media with PonyFlash
by ponyflash
AI media work often spans separate generation, editing, and subtitle tools. PonyFlash combines SDK guidance with FFmpeg workflows for images, videos, speech, music, and exports.
Generate and Edit Images with Nano Banana 2
by inferen-sh
Creating polished images often requires separate tools for generation, editing, and current information. This skill provides one inference.sh workflow for all three tasks.
Run RunComfy Models from the CLI
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Teams need a repeatable way to run RunComfy media models from scripts. This skill guides CLI install, authentication, model runs, polling, and downloads.
Generate Pruna Videos from Text and Images
by inferen-sh
Creating video model commands requires choosing compatible inputs and settings. This skill guides Pruna P-Video and WAN generation through the inference.sh CLI.