# 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.

## Install

```bash
npx skillstore add inference-sh-skills/agent-tools
```

## Metadata

- Status: approved
- Slug: inference-sh-skills-agent-tools
- Skillstore revision: r1
- Version status: missing
- Tree hash: 163b242a49bd1690e2873ddb81c6bb2ed441798201bd749db9dbcb497027651b
- Author: inference-sh-skills
- GitHub username: inference-sh-skills
- License: MIT
- Repository: https://github.com/inference-sh-skills/skills/tree/main/tools/agent-tools/
- Ref: a25199bc7d6b82598536822d1738eb5d5f54025b
- Supported tools: Claude, Codex, Claude Code
- Audit status: complete
- Agent install advisory: blocked
- Manual install advisory: allowed\_with\_warning
- Artifact signature: available
- Audit attestation: unavailable
- Human verification: not\_verified
- Risk factors: network, env\_access, filesystem, external\_commands
- Quality score: 38
- Quality tier: warning
- Public page: https://skillstore.pages.dev/skills/inference-sh-skills-agent-tools
- Manifest: https://skillstore.pages.dev/api/skills/inference-sh-skills-agent-tools/manifest

## Capabilities

- Shows how to install and authenticate the inference.sh CLI.
- Lists commands for discovering, filtering, and inspecting available apps.
- Provides examples for running image, video, LLM, search, audio, 3D, and X apps.
- Explains local file input handling, task tracking, and result retrieval.
- Documents environment variable authentication and shell completion commands.
- Links to related inference.sh skills and official documentation.

## Use Cases

- Generate Media Assets: Use hosted image, video, audio, and 3D apps from a single CLI workflow.
- Run Model Tasks During Development: Discover app schemas, create sample inputs, submit tasks, and check results from an agent session.
- Automate Research and Publishing Steps: Use search, LLM, and X automation apps when an approved workflow needs external services.

## Prompt Templates

### Find an App

```
Use agent-tools to find inference.sh apps for image generation. Show the best matches and explain what each app does.
```

### Prepare a Run

```
Use agent-tools to inspect the input requirements for a video generation app. Create a safe input plan before running it.
```

### Run and Track a Task

```
Use agent-tools to run an approved inference.sh app, track the task, and summarize the result when it completes.
```

### Compare App Options

```
Use agent-tools to compare image, video, and LLM apps for this workflow. Recommend one option with tradeoffs, costs, and required inputs.
```

## Limitations

- Requires the inference.sh CLI and a valid account or API key.
- Commands depend on available apps, credits, and network access.
- Local file paths can upload files to inference.sh when used as inputs.
- It does not validate third-party app behavior or output quality.

## Best Practices

- Review app schemas before submitting prompts, files, or account actions.
- Use scoped API keys for automation and rotate any exposed credentials.
- Require explicit approval before uploading local files or posting to X.

## Anti Patterns

- Do not pipe remote installers to a shell in unattended sessions.
- Do not upload private local files without explicit user approval.
- Do not run social automation actions without human confirmation.

## Security Audit

- Audited at: 2026-07-05T17:30:26.758\+00:00
- Summary: 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.

## Stats

- Views: 76
- Downloads: 11
- Favorites: 0
- Popularity score: 0