Agent skill · Audited from source

agent-browser

skill · magentosh/skillsLicence not declaredAudited 20 Oct 2026 · source 4599ef28a2a7

★ 773pushed 5 days ago
✓SAFEGrade B · 89/100 · 20 Oct 2026 · 4599ef2
773repo stars · whole magentosh/skills

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 4599ef28a2a7 and found no filesystem, network or shell access and no hard-coded secrets. What it does: 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…

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Cite this page

ModelsAtlas. “agent-browser (magentosh/skills)”. Retrieved 20 Oct 2026. https://modelsatlas.com/skills/magentosh/agent-browser

18 skills are called “agent-browser”. You are viewing magentosh/skills. 1 of them is BLOCK.

and 13 more with this name.

Trust audit

Audit 0.4.1 · source read 20 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium1 low2 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 13,985 of 14,816 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS1
L1 Static sourceSecrets, path traversal, supply chain, hidden codePASS0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS2
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass, no license.

Findings (3)

LOWInventory / provenanceinv.no_license
F-13 Inventory / provenanceCWE-1104Layer L0
Why
no LICENSE file and no repo licence
Fix
add a licence
INFOPrompt injectionprompt.credential_read · references/authentication.md:243
F-01 Prompt injectionCWE-94 · CWE-1427Layer L2
export PASSWORD=$(cat /path/to/secure/password)
Why
asks the agent to read credentials
Fix
—
INFOPrompt injectionprompt.credential_read · references/authentication.md:246
F-01 Prompt injectionCWE-94 · CWE-1427Layer L2
export PASSWORD=$(vault read -field=password secret/app)
Why
asks the agent to read credentials
Fix
—

Audit 0.4.1 · source sha 4599ef28a2a7 · 20 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • Publishermagentosh GitHub organizationOwner of the repository this skill is read from
  • Source foldermagentosh/skills/tools/utilities/agent-browserThe exact folder we audited
  • LicenceNot declaredAs the repository states it
  • Commit pinned for this verdict4599ef28a2a7A new audit runs when the source changes
  • Repository statusNot archivedLast push 5 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its 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…

---
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

Excerpt, first 6,000 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit 4599ef2

Download folder ↗
npx skills add inference-sh/skills@web-search
npx skills add inference-sh/skills@llm-models

Commands as the repository documents them: shown, never run by us. Our verdict covers commit 4599ef28a2a7 only.

Works in which agents?

What its own text says, not a test

AgentStatusMore
CursorMentioned in its text, not testedSkills for Cursor · About Cursor
“Mentioned” means the skill’s text names the agent. We have not run it there.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source 4599ef28a2a7

README badge

For maintainers · shows the latest audit

ModelsAtlas: SAFE BMODELSATLASSAFE · B
[![ModelsAtlas: SAFE B](https://modelsatlas.com/skills/magentosh/agent-browser/badge.svg)](https://modelsatlas.com/skills/magentosh/agent-browser/)

The badge shows our verdict and grade for this skill, and links back to this page. It changes when the audit does.

Similar skills

Add this badge to your README

[![ModelsAtlas: SAFE B](https://modelsatlas.com/skills/magentosh/agent-browser/badge.svg)](https://modelsatlas.com/skills/magentosh/agent-browser/)

Questions about agent-browser

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 (4599ef28a2a7), read on 2026-10-20. The repository is watched, and a new audit runs when it changes — this is the first audit.

Sources

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