# Run AI Apps with inference.sh CLI

AI workflows often require separate APIs for images, video, search, and language models. This skill helps Claude, Codex, and Claude Code discover and run inference.sh apps through the belt CLI.

## Install

```bash
npx skillstore add inference-skills/infsh-cli
```

## Metadata

- Status: approved
- Slug: inference-skills-infsh-cli
- Skillstore revision: r1
- Version status: missing
- Tree hash: 8b9b70c3ce226cc09e45684c961aca8641a2259aadfefcf2b9ca2ddd204b51d7
- Author: inference-skills
- GitHub username: inference-skills
- License: MIT
- Repository: https://github.com/inference-skills/skills/tree/main/tools/infsh-cli/
- 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-skills-infsh-cli
- Manifest: https://skillstore.pages.dev/api/skills/inference-skills-infsh-cli/manifest

## Capabilities

- List and search inference.sh apps by category, name, featured status, or release order.
- Inspect app details, including input and output schema information.
- Generate sample input files for selected apps before execution.
- Run image, video, language, search, audio, 3D, and utility apps through belt.
- Track long-running tasks and retrieve saved results by task ID.
- Use local file paths as app inputs when the CLI supports upload.

## Use Cases

- Create Media Assets: Generate images, videos, audio, or avatars from a consistent CLI workflow.
- Prototype AI Workflows: Compare app schemas, generate sample inputs, and test cloud AI tasks quickly.
- Search and Analyze Information: Run hosted search and language apps for research, summaries, and structured answers.

## Prompt Templates

### Find Useful Apps

```
Use infsh-cli to find image generation apps for product mockups. Show useful options and explain when to choose each one.
```

### Prepare Sample Input

```
Use infsh-cli to inspect google/veo-3-1-fast and create a sample input plan for a short product video. Ask before running it.
```

### Run and Track a Task

```
Use infsh-cli to run falai/flux-dev-lora for this image idea: [describe image]. Track the task and summarize the result location.
```

### Compare a Full Workflow

```
Use infsh-cli to compare two image apps and two video apps for a launch campaign. Include inputs, workflow steps, and safety checks.
```

## Limitations

- The belt CLI must be installed and authenticated before most workflows work.
- App availability, pricing, quotas, and output quality are controlled by inference.sh.
- Local file paths may upload files to cloud services, so users must approve each path.
- The skill does not run AI models offline or provide local GPU execution.

## Best Practices

- Inspect app details and sample inputs before running a new app.
- Ask for user approval before uploads, social actions, or long-running paid tasks.
- Store API keys securely and avoid placing secrets in prompts or saved input files.

## Anti Patterns

- Do not run installer commands from remote scripts without verification.
- Do not upload broad local paths, parent directories, or private files without consent.
- Do not post, message, follow, like, or retweet without a final user confirmation.

## Security Audit

- Audited at: 2026-07-05T17:09:05.699\+00:00
- Summary: AI review confirmed critical supply-chain risk from curl-to-shell installer instructions and shell-derived binary downloads. Many Markdown backtick and documentation URL matches are false positives, but the skill also documents cloud uploads of local files and social media actions. No prompt injection attempt was found.

## Stats

- Views: 87
- Downloads: 9
- Favorites: 0
- Popularity score: 0