Agent skill

Browser Automation

by aiskillstore in aiskillstore/marketplace

Enterprise-grade browser automation using WebDriver protocol.

No licenceAuto-check: notesProductivity & Automation

Install Browser Automation

skills CLI
$ npx skills add aiskillstore/marketplace --skill browser-automation -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install aiskillstore/marketplace browser-automation --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/emillindfors/browser-automation .claude/skills/browser-automation && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
browser-automation
GitHub stars
430
Token cost
~1.5k tokens
SKILL.md length
416 words
Files
9 (incl. scripts)
Skills in repo
1,044
Repo updated
First seen
Licence
None found

At a glance

Enterprise-grade browser automation using WebDriver protocol.

  • Works in 3 steps: Always use wait_for_element before… → Check get_page_load_status for… → Use get_console_logs to debug JavaScript…
  • The user needs to automate web browsers
  • SKILL.md covers Overview, Setup Instructions, Usage Patterns and Session Management, plus 3 more sections
  • Runs Python and Shell scripts from its folder

What it does

Browser Automation is an agent skill from aiskillstore/marketplace. Enterprise-grade browser automation using WebDriver protocol. Use when the user needs to automate web browsers, perform web scraping, test web applications, fill forms, take screenshots, monitor performance, or execute multi-step browser workflows. Supports Chrome, Firefox, and Edge with connection pooling and health management.

Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 11 other files, including scripts (for example `examples/form-automation.md`, `examples/performance-testing.md` and `examples/web-scraping.md`).

It sits in Productivity & Automation, covering Browser automation, Web scraping and Forms and invoices. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

When your agent uses it

  • The user needs to automate web browsers
  • Perform web scraping
  • Test web applications
  • Take screenshots

Example prompts

  • “/browser-automation”

Requirements

  • Python 3
  • A Bash shell
  • Pre-approved tools (allowed-tools): Read, Bash, Write

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. Always use wait_for_element before interacting with dynamic content
  2. Check get_page_load_status for slow-loading pages
  3. Use get_console_logs to debug JavaScript errors

What it can do on your machine

Read from SKILL.md and the folder at commit 755bc35. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Bash
    • Write

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 2 files in scripts/ (Python and Shell), which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Browser Automation loads about 1.5k tokens when it runs. Until then it costs about 87 tokens; SKILL.md has 416 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~87
When it runs · the whole SKILL.md, loaded when a task matches
~1.5k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Read, Bash, Write

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 416 words (~1,491 tokens).

“This skill provides guidance for using the rust-browser-mcp server to automate web browsers through the WebDriver protocol. It enables enterprise-grade browser control with performance monitoring, multi-session support, and health management.”

— opening of SKILL.md by aiskillstore
name
browser-automation
allowed-tools
Read, Bash, Write
version
1.0.0

Read the full SKILL.md on GitHub

Files

SKILL.md and 8 other files (scripts) in skills/emillindfors/browser-automation of aiskillstore/marketplace.

  • SKILL.md
  • examples/form-automation.md
  • examples/performance-testing.md
  • examples/web-scraping.md
  • reference/recipes.md
  • reference/tools.md
  • scripts/generate-claude-config.py
  • scripts/setup-mcp.sh
  • skill-report.json

Open the folder on GitHubat commit 755bc35

Compare with similar skills

Browser Automation next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Browser Automation compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Browser Automation this skillaiskillstore/marketplace430—~1.5kAutomated safety check: NotesNone
Browser Useletta-ai/letta-code3.6k—~3.3kAutomated safety check: PassApache-2.0
C Browserdaxaur/openpaw174—~383Automated safety check: PassMIT
Browserwingbrowserwing/browserwing1.4k—~1.8kAutomated safety check: PassMIT
Actionbookactionbook/actionbook1.6k—~1.5kAutomated safety check: PassApache-2.0
Gsd Browsergsd-build/gsd-browser268—~1.3kAutomated safety check: PassApache-2.0

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Questions about Browser Automation

What does Browser Automation do?

Enterprise-grade browser automation using WebDriver protocol. Browser Automation is an agent skill from aiskillstore/marketplace. Enterprise-grade browser automation using WebDriver protocol.

When should I use Browser Automation?

Browser Automation fits situations like: the user needs to automate web browsers; perform web scraping; test web applications; take screenshots.

How do I install Browser Automation in Claude Code?

Run `npx skills add aiskillstore/marketplace --skill browser-automation -a claude-code`. Or copy the skill folder (skills/emillindfors/browser-automation in aiskillstore/marketplace) into .claude/skills/browser-automation in your project. Claude Code loads it when a task matches its description.

How do I install Browser Automation in Codex?

Run `npx skills add aiskillstore/marketplace --skill browser-automation -a codex`. Or copy the skill folder (skills/emillindfors/browser-automation in aiskillstore/marketplace) into .agents/skills/browser-automation in your project. Codex loads it when a task matches its description.

Can I use Browser Automation in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aiskillstore/marketplace --skill browser-automation -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/browser-automation, .gemini/skills/browser-automation, .github/skills/browser-automation and .opencode/skills/browser-automation in your project.

What does Browser Automation need to run?

Going by SKILL.md and its folder, Browser Automation needs Python and a shell for the scripts in its folder. Our summary lists: Python 3; A Bash shell. Its frontmatter pre-approves these tools: Read, Bash, Write.

Does Browser Automation access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Browser Automation safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Browser Automation use?

No licence was found for Browser Automation or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Browser Automation use?

About 1.5k tokens (SKILL.md is roughly 6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Browser Automation?

Skills that share tags, products or a category with Browser Automation: Browser Use (letta-ai/letta-code, 3.6k stars), C Browser (daxaur/openpaw, 174 stars), Browserwing (browserwing/browserwing, 1.4k stars) and Actionbook (actionbook/actionbook, 1.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Browser Automation?

aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,044 skills in this directory. The repository was last updated on October 9, 2026.

Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.