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inference-sh-cli

Run cloud AI inference apps via authenticated inference.sh CLI commands.

Updated May 5, 2026
Search Tags:#cli#image generation#video generation#inference.sh#ai search#json outputs#terminal tool
One-click install
npx skills add https://github.com/Z43L/zeus-agent --skill inference-sh-cli-z43l
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: inference-sh-cli
Source: https://github.com/Z43L/zeus-agent/tree/main/optional-skills/devops/cli
Command: npx skills add https://github.com/Z43L/zeus-agent --skill inference-sh-cli-z43l

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

It removes the overhead of individually integrating multiple AI providers by letting you run many image, video, search, and other apps through a single authenticated CLI workflow.

Core Features & Use Cases

  • Cloud AI app execution (images/videos/LLMs/search/3D/social): Run over 150 apps without needing a local GPU, covering categories like image generation, video creation, AI search, and avatar/lipsync workflows.
  • Deterministic CLI workflow: Uses the terminal tool to perform infsh commands, including app discovery and execution.
  • Structured results for downstream presentation: Runs apps with --json and expects URL outputs that can be surfaced to the user as media links.
  • Discovery-first guardrails: Enforces searching for the correct app ID before running to avoid breakage from renamed or shifting app IDs.

Quick Start

Ask the agent to generate a Flux image by searching for the right app ID and then running it with your prompt using the inference.sh CLI.

Frequently Asked Questions about inference-sh-cli

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run AI image and video generation from the terminal?▼

Run cloud AI image and video generation from the terminal by using the inference.sh CLI. You provide inputs as JSON, execute commands with the --json flag, and receive media URLs in the output for rendering.

What is the best way to execute multiple AI applications without a local GPU?▼

Executing multiple AI applications without a local GPU is best done through a single authenticated cloud CLI workflow. The inference.sh CLI runs over 150 cloud apps for image, video, and search tasks without local hardware overhead.

How do I find the correct app ID before running an inference.sh command?▼

Find the correct app ID before running an inference.sh command by using the CLI's built-in app search. This discovery-first workflow ensures you select the valid <namespace/app-id> to avoid breakage from shifting app names.

Do I need to install and log into the infsh CLI to generate AI media?▼

Yes, you need to install and log into the infsh CLI to generate AI media. Authentication is required to execute cloud apps, pass JSON inputs, and retrieve JSON outputs containing the rendered media URLs.

Why does my AI app execution return broken links or fail to run?▼

AI app execution fails or returns broken links when using outdated app identifiers. You must perform an app search to discover the correct <namespace/app-id> before running the command to avoid breakage from renamed apps.

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