Atlas / Skills / inference-sh / Agent Browser

Agent BrowserSAFE

skills/inference-sh/agent-browser

inference.sh Agent skills for using our API to give your agents access to hundreds of apps and other agents

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
1 documented
License
—
Stars
767
01

Overview

inference.sh Agent skills for using our API to give your agents access to hundreds of apps and other agents

Read from source at commit d30242fc0e10OBSERVED · 2026-10-14
02

Install

Commands as the repository documents them. They are shown, not run.

npx skills add inference-sh/skills@web-search
npx skills add inference-sh/skills@llm-models
03

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
cursormentioned
04

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: agent-browser
description: "Browser automation for AI agents via inference.sh. Navigate web pages, interact with elements using @e refs, take screenshots, record video. Capabilities: web scraping, form filling, clicking, typing, drag-drop, file upload, JavaScript execution. Use for: web automation, data extraction, testing, agent browsing, research. Triggers: browser, web automation, scrape, navigate, click, fill form, screenshot, browse web, playwright, headless browser, web agent, surf internet, record video"
allowed-tools: Bash(belt *)
---

> **Install the belt CLI skill:** `npx skills add belt-sh/cli`

# Agentic Browser

Browser automation for AI agents via [inference.sh](https://inference.sh). Uses Playwright under the hood with a simple `@e` ref system for element interaction.

![Agentic Browser](https://cloud.inference.sh/app/files/u/4mg21r6ta37mpaz6ktzwtt8krr/01kgjw8atdxgkrsr8a2t5peq7b.jpeg)

## Quick Start

> Requires inference.sh CLI (`belt`). [Install instructions](https://raw.githubusercontent.com/inference-sh/skills/refs/heads/main/cli-install.md)

```bash
belt login

# Open a page and get interactive elements
belt app run agent-browser --function open --input '{"url": "https://example.com"}' --session new
```


## Core Workflow

Every browser automation follows this pattern:

1. **Open** - Navigate to URL, get `@e` refs for elements
2. **Interact** - Use refs to click, fill, drag, etc.
3. **Re-snapshot** - After navigation/changes, get fresh refs
4. **Close** - End session (returns video if recording)

```bash
# 1. Start session
RESULT=$(belt app run agent-browser --function open --session new --input '{
  "url": "https://example.com/login"
}')
SESSION_ID=$(echo $RESULT | jq -r '.session_id')
# Elements: @e1 [input] "Email", @e2 [input] "Password", @e3 [button] "Sign In"

# 2. Fill and submit
belt app run agent-browser --function interact --session $SESSION_ID --input '{
  "action": "fill", "ref": "@e1", "text": "[email protected]"
}'
belt app run agent-browser --function interact --session $SESSION_ID --input '{
  "action": "fill", "ref": "@e2", "text": "password123"
}'
belt app run agent-browser --function interact --session $SESSION_ID --input '{
  "action": "click", "ref": "@e3"
}'

# 3. Re-snapshot after navigation
belt app run agent-browser --function snapshot --session $SESSION_ID --input '{}'

# 4. Close when done
belt app run agent-browser --function close --session $SESSION_ID --input '{}'
```

## Functions

| Function | Description |
|----------|-------------|
| `open` | Navigate to URL, configure browser (viewport, proxy, video recording) |
| `snapshot` | Re-fetch page state with `@e` refs after DOM changes |
| `interact` | Perform actions using `@e` refs (click, fill, drag, upload, etc.) |
| `screenshot` | Take page screenshot (viewport or full page) |
| `execute` | Run JavaScript code on the page |
| `close` | Close session, returns video if recording was enabled |

## Interact Actions

| Action | Description | Required Fields |
|--------|-------------|-----------------|
| `click` | Click element | `ref` |
| `dblclick` | Double-click element | `ref` |
| `fill` | Clear and type text | `ref`, `text` |
| `type` | Type text (no clear) | `text` |
| `press` | Press key (Enter, Tab, etc.) | `text` |
| `select` | Select dropdown option | `ref`, `text` |
| `hover` | Hover over element | `ref` |
| `check` | Check checkbox | `ref` |
| `uncheck` | Uncheck checkbox | `ref` |
| `drag` | Drag and drop | `ref`, `target_ref` |
| `upload` | Upload file(s) | `ref`, `file_paths` |
| `scroll` | Scroll page | `direction` (up/down/left/right), `scroll_amount` |
| `back` | Go back in history | - |
| `wait` | Wait milliseconds | `wait_ms` |
| `goto` | Navigate to URL | `url` |

## Element Refs

Elements are returned with `@e` refs:

```
@e1 [a] "Home" href="/"
@e2 [input type="text"] placeholder="Search"
@e3 [button] "Submit"
@e4 [select] "Choose option"
@e5 [input type="checkbox"] name="agree"
```

**Important:** Refs are invalidated after navigation. Always re-snapshot after:
- Clicking links/buttons that navigate
- Form submissions
- Dynamic content loading

## Features

### Video Recording

Record browser sessions for debugging or documentation:

```bash
# Start with recording enabled (optionally show cursor indicator)
SESSION=$(belt app run agent-browser --function open --session new --input '{
  "url": "https://example.com",
  "record_video": true,
  "show_cursor": true
}' | jq -r '.session_id')

# ... perform actions ...

# Close to get the video file
belt app run agent-browser --function close --session $SESSION --input '{}'
# Returns: {"success": true, "video": <File>}
```

### Cursor Indicator

Show a visible cursor in screenshots and video (useful for demos):

```bash
belt app run agent-browser --function open --session new --input '{
  "url": "https://example.com",
  "show_cursor": true,
  "record_video": true
}'
```

The cursor appears as a red dot that follows mouse movements and shows click feedback.

### Proxy Support

Route traffic through a proxy server:

```bash
belt app run agent-browser --function open --session new --input '{
  "url": "https://example.com",
  "proxy_url": "http://proxy.example.com:8080",
  "proxy_username": "user",
  "proxy_password": "pass"
}'
```

### File Upload

Upload files to file inputs:

```bash
belt app run agent-browser --function interact --session $SESSION --input '{
  "action": "upload",
  "ref": "@e5",
  "file_paths": ["/path/to/file.pdf"]
}'
```

### Drag and Drop

Drag elements to targets:

```bash
belt app run agent-browser --function interact --session $SESSION --input '{
  "action": "drag",
  "ref": "@e1",
  "target_ref": "@e2"
}'
```

### JavaScript Execution

Run custom JavaScript:

```bash
belt app run agent-browser --function execute --session $SESSION --input '{
  "code": "document.querySelectorAll(\"h2\").length"
}'
# Returns: {"result": "5", "screenshot": <File>}
```

## Deep-Dive Documentation

| Reference | De
05

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (3)

LOWInventory / provenance · inv.no_license · CWE-1104
Why it matters. no LICENSE file and no repo licence
Fix. add a licence
INFOPrompt injection · prompt.credential_read · CWE-94, CWE-1427
references/authentication.md:243
export PASSWORD=$(cat /path/to/secure/password)
Why it matters. asks the agent to read credentials
INFOPrompt injection · prompt.credential_read · CWE-94, CWE-1427
references/authentication.md:246
export PASSWORD=$(vault read -field=password secret/app)
Why it matters. asks the agent to read credentials

Gates applied: no_behavioural_pass, no_license.

Audited 2026-10-14 · audit v0.4.1 · source sha d30242fc0e10full audit observations/trust-audit/skill/inference-sh__agent-browser.json · Report an issue / request a re-scan
06

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-14d30242fc0e10SAFEB89first audit
07

Questions

What does the Agent Browser skill do?

inference.sh Agent skills for using our API to give your agents access to hundreds of apps and other agents

Is Agent Browser safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Agent Browser access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does Agent Browser work with?

Its documentation mentions cursor. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (d30242fc0e10), read on 2026-10-14. The repository is watched, and a new audit runs when it changes — this is the first audit.

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