# Run Cloud AI Apps from Your Agent

Managing separate AI APIs and workflows slows production. This skill guides Claude, Codex, and Claude Code through inference.sh discovery, execution, uploads, and task tracking.

## Install

```bash
npx skillstore add 101-skills/agent-tools
```

## Metadata

- Status: approved
- Slug: 101-skills-agent-tools
- Skillstore revision: r1
- Version status: missing
- Tree hash: 553edc5b2fe2263a43e20d3bda9f0bdce001f5f6945b3b32abbb9c478ff86643
- Author: 101-skills
- GitHub username: 101-skills
- License: MIT
- Repository: https://github.com/101-skills/skills/tree/main/tools/agent-tools/
- Ref: d71c7417a35d5c2624161bd2fe8de8a41a362128
- 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/101-skills-agent-tools
- Manifest: https://skillstore.pages.dev/api/skills/101-skills-agent-tools/manifest

## Capabilities

- Finds public inference.sh apps by category, keyword, featured status, or release order.
- Inspects app input requirements and creates sample input files.
- Runs image, video, language, search, audio, 3D, and social applications through belt.
- Uploads user-selected local media when a supported input receives a file path.
- Tracks asynchronous tasks and saves generated results to local files.
- Supports browser login and API key authentication for automated environments.

## Use Cases

- Create Campaign Media: Generate images and videos, then monitor long-running tasks from one command workflow.
- Compare AI Applications: Search the public catalog, inspect input requirements, and test suitable models.
- Automate Research Collection: Run search and language applications, then save task results for later review.

## Prompt Templates

### Find an App

```
Search the inference.sh store for applications that handle [task]. Compare the most relevant options and explain their required inputs.
```

### Run a Generation Task

```
Inspect [app name], prepare inputs for [desired result], show me the final request, and run it after I approve.
```

### Use Local Media

```
Prepare [app name] with [local file path]. State which file will be uploaded and the destination, then wait for my confirmation.
```

### Build a Tracked Workflow

```
Design a version-pinned workflow using [apps]. Validate each schema, obtain approval for external actions, submit long tasks asynchronously, and summarize their results.
```

## Limitations

- The belt CLI and an inference.sh account are required.
- Cloud execution sends prompts and selected media to external application providers.
- Available models, pricing, quotas, and output formats depend on the selected app.
- Social account actions require careful preview and explicit user approval.

## Best Practices

- Inspect each app schema and pin its version before execution.
- Confirm every local file upload, paid request, and external account action.
- Keep API keys in protected environment variables and exclude them from logs and prompts.

## Anti Patterns

- Do not pipe remote installer content directly into a shell.
- Do not upload broad directories or sensitive files to cloud applications.
- Do not post, message, follow, like, or repost without immediate user approval.

## Security Audit

- Audited at: 2026-07-12T09:41:56.762\+00:00
- Summary: The documentation contains four remote installer commands that pipe downloaded content directly into a shell, plus an unpinned package installation and a remote-data command substitution. Most other detections are Markdown examples, documentation links, placeholder credentials, or intentional user-selected paths. The skill also permits automatic cloud uploads and social account changes without requiring explicit confirmation.

## Stats

- Views: 0
- Downloads: 6
- Favorites: 0
- Popularity score: 0