browser

browser is a skill for Claude Code from pioneerdotai/pioneer. It costs 26 tokens per session (3,107 once invoked), scanned D, original, MIT.

A headless web browser, meaning one controlled by code rather than by a visible browser window.

In plain words
What is it for?
Opening pages, interacting with websites, extracting information, taking screenshots, creating PDFs, and managing browser sessions.
Why use it?
It lets an agent inspect and use websites in a repeatable way, including when no person is clicking through the pages.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Good fit Opening pages, interacting with websites, extracting information, taking screenshots, creating PDFs, and managing browser sessions.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/pioneerdotai/pioneer/browser
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add pioneerdotai/pioneer --skill browser
Clone the repo
git clone --depth 1 https://github.com/pioneerdotai/pioneer

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for browser

README.md
[![agentmods](https://agentmods.dev/badge/skills/pioneerdotai/pioneer/browser/github.svg)](https://agentmods.dev/skills/pioneerdotai/pioneer/browser)
Your own site
<a href="https://agentmods.dev/skills/pioneerdotai/pioneer/browser"><img src="https://agentmods.dev/badge/skills/pioneerdotai/pioneer/browser/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for browser

Your own site · 80×15
<a href="https://agentmods.dev/skills/pioneerdotai/pioneer/browser"><img src="https://agentmods.dev/badge/skills/pioneerdotai/pioneer/browser.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 26 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,107 The whole file, excluding the scripts and references it only reads on demand.
Security scan D 3 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00026 $0.03107
Opus 5 $0.00013 $0.01554
Sonnet 5 $0.00005 $0.00621
Haiku 4.5 $0.00003 $0.00311

Measured 9d ago against content hash 34b83c3b9700, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade D, and why

browser scanned grade D with 3 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Asks for rootmediumPrivilege escalation

A mod that escalates privileges can change anything on the machine, not only the project.

sudo tee /etc/apparmor.d/agent-browser-chrome >/dev/null <<'EOF'

Downloads and executes remote codehighSupply chain

curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.

curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.40.4/install.sh | bash

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.40.4/install.sh | bash
resources/skills/pioneer/browser/SKILL.md · 429 lines

How it starts

The opening of the file, as written. The whole thing — 429 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Browser Automation with agent-browser

Installation

For normal browser work, run the requested agent-browser ... command directly. Do not run setup checks before every browser action.

Run setup only when provisioning the skill, when agent-browser is missing, or when browser dependencies need repair. If Node.js and npm are already installed, do not reinstall or replace them. Use the OS-specific Node.js install block only when node or npm is missing, then install agent-browser.

macOS and Linux

# Download and install nvm:
if ! command -v node >/dev/null 2>&1 || ! command -v npm >/dev/null 2>&1; then
  curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.40.4/install.sh | bash

  # In lieu of restarting the shell:
  \. "$HOME/.nvm/nvm.sh"

  # Download and install Node.js:
  nvm install 24
fi

# Verify the Node.js version:
node -v # Should print the active Node.js version.

# Verify npm version:
npm -v # Should print the active npm version.

Windows

# Download and install Chocolatey:
if (-not (Get-Command node -ErrorAction SilentlyContinue) -or -not (Get-Command npm -ErrorAction SilentlyContinue)) {
  if (-not (Get-Command choco -ErrorAction SilentlyContinue)) {
    powershell -c "irm https://community.chocolatey.org/install.ps1|iex"
  }

  # Download and install Node.js:
  choco install nodejs --version="24.16.0" -y
}

# Verify the Node.js version:
node -v # Should print the active Node.js version.

# Verify npm version:
npm -v # Should print the active npm version.

Install agent-browser

npm install -g agent-browser
agent-browser install
agent-browser install --with-deps

From Source

git clone https://github.com/vercel-labs/agent-browser
cd agent-browser
pnpm install
pnpm build
agent-browser install

Quick start

agent-browser open <url>        # Navigate to page
agent-browser snapshot -i       # Get interactive elements with refs
agent-browser click @e1         # Click element by ref
agent-browser fill @e2 "text"   # Fill input by ref
agent-browser close             # Close browser

Read the full file on GitHub · 429 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 429 lines · 26 tokens per session scan D 34b83c3b9700

Subscribe to this mod's changes

browser is a skill published in the GitHub repository pioneerdotai/pioneer (11 stars, last pushed yesterday), licensed MIT. It adds 26 tokens to every session and 3,107 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it D with 3 findings (asks for root, downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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