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browser-automation

Playwright-based browser automation for scraping JavaScript-rendered scientific databases

Skill by lamm-mit

IndexedApache-2.0★ 250
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

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About

Playwright-based browser automation for scraping JavaScript-rendered scientific databases

Use cases: testing, research

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/browser-automation

What's inside

Skill name
browser-automation
Description
Playwright-based browser automation for scraping JavaScript-rendered scientific databases
License
Apache-2.0
Instructions
50 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Agent Skills spec issues

  • metadata: must be a key/value mapping

Files (3)

  • SKILL.md
  • browser_fetch.cpython-313.pyc · scripts/__pycache__/
  • browser_fetch.py · scripts/

SKILL.md (first lines)

## Overview

Web browser automation using Playwright for scraping JavaScript-rendered scientific databases, automating form submissions, and capturing dynamic content unavailable via static scraping. Renders pages fully (including React/Vue/Angular SPAs) and extracts clean text content.

Useful for databases that require JavaScript to display data, interactive tools that need form interaction, and pages where content loads asynchronously after the initial HTML response.

## Usage

```bash
# Fetch a JavaScript-rendered page
python3 skills/browser-automation/scripts/browser_fetch.py \
  --url "https://www.rcsb.org/structure/1TUP"

# Wait for specific element before extracting
python3 skills/browser-automation/scripts/browser_fetch.py \
  --url "https://www.ncbi.nlm.nih.gov/gene/672" \
  --wait-for ".gene-summary"

# Extract text content
python3 skills/browser-automation/scripts/browser_fetch.py \
  --url "https://www.ebi.ac.uk/chembl/compound_report_card/CHEMBL25/" \
  --extract-text

# Save screenshot
python3 skills/browser-automation/scripts/browser_fetch.py \
  --url "https://alphafold.ebi.ac.uk/entry/P04637" \
  --screenshot /tmp/p53_alphafold.png
```

## Output Format

```json
{
  "url": "https://www.rcsb.org/structure/1TUP",
  "content": "1TUP Structure Summary\n\nTumor suppressor p53 bound to DNA...",
  "title": "RCSB PDB - 1TUP",
  "status": "success"
}
```

## Setup

Install Playwright and its browser binaries:

```bash
pip install playwright
playwright install chromium
```

From lamm-mit/scienceclaw, Apache-2.0.

More from lamm-mit/scienceclaw

Signals

Stars
250
Forks
47
Open issues
1
Last commit (this folder)
Mar 14, 2026 (7 months ago)
Last release
Jun 23, 2026 (4 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
Apache-2.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from lamm-mit

Cite this page

browser-automation skill. Agent Mart. https://agentmart.dev/skills/lamm-mit-browser-automation (last updated 2026-10-24)