# Run AI Apps with inference.sh

Finding and running cloud AI models through a CLI can take repeated lookup and setup steps. This skill gives Claude, Codex, and Claude Code practical commands for inference.sh discovery, execution, and task tracking.

## Install

```bash
npx skillstore add inference-sh-0/agent-tools
```

## Metadata

- Status: approved
- Slug: inference-sh-0-agent-tools
- Skillstore revision: r1
- Version status: missing
- Tree hash: 49f0cd2c0c1b64e7a777d2a41ef01f2c2c755add79322419c2bdfbb9545e98d0
- Author: inference-sh-0
- GitHub username: inference-sh-0
- License: MIT
- Repository: https://github.com/inference-sh-0/skills/tree/main/skills/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-0-agent-tools
- Manifest: https://skillstore.pages.dev/api/skills/inference-sh-0-agent-tools/manifest

## Capabilities

- Guides installation, login, API key setup, update, and basic authentication checks for the infsh CLI.
- Shows how to list, search, filter, and inspect available inference.sh apps.
- Explains running cloud apps with inline inputs, input files, version pins, and no-wait jobs.
- Shows task tracking, result retrieval, and saving outputs from completed cloud jobs.
- Covers image, video, audio, LLM, search, 3D, utility, and Twitter/X app categories.
- Documents shell completions and common CLI troubleshooting steps.

## Use Cases

- Explore Cloud AI Apps: Find image, video, audio, text, search, and 3D apps before choosing one to run.
- Run Repeatable AI Jobs: Prepare input files, execute a selected app, and track long-running tasks from the command line.
- Manage Model Experiments: Compare model options and collect outputs for product research, demos, or creative review.

## Prompt Templates

### Set Up inference.sh

```
Show me the safest setup path for inference.sh, including install, login, and how to check authentication.
```

### Find a Model App

```
Find inference.sh apps for [task], compare likely options, and explain what I should inspect before running one.
```

### Prepare a Run

```
Help me run [app name] with an input file, include task tracking steps, and ask before any external execution.
```

### Design a Multi-Step Workflow

```
Design an inference.sh workflow for [goal] using multiple apps, with checks for cost, privacy, output storage, and social posting approval.
```

## Limitations

- Requires an inference.sh account, installed infsh CLI, authentication, and available service credits.
- Cloud app availability, pricing, and model behavior can change outside the skill.
- Inputs and generated outputs may be processed by external providers.
- The skill does not independently verify each app policy, cost, or safety profile.

## Best Practices

- Inspect app details and input schemas before running any cloud job.
- Use input files for complex requests so prompts and parameters are reviewable.
- Require explicit approval before billable runs, file writes, or Twitter/X actions.

## Anti Patterns

- Running remote installer commands without verifying the downloaded script.
- Submitting secrets, private documents, or regulated data as model inputs.
- Allowing automated posts, messages, follows, likes, or reposts without review.

## Security Audit

- Audited at: 2026-07-05T17:21:28.689\+00:00
- Summary: The audit confirms critical pipe-to-shell installer recommendations and medium-risk external command usage through the infsh CLI. Many URL, credential-name, filesystem, and reconnaissance alerts are documentation false positives, but the skill still has high contextual risk because it can run broad cloud AI jobs and automate Twitter/X actions.

## Stats

- Views: 168
- Downloads: 9
- Favorites: 0
- Popularity score: 0