browser-automation SKILL.md skillA

This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.

browser-automation from hybridlabor-api/aos is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add hybridlabor-api/aos/browser-automation@git:20261020.658b736

Pins git:20261020.658b736 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
hybridlabor-api/aos
Path
skills/global_config/browser-automation/SKILL.md
Versions recorded
4
Latest version
git:20261020.658b736, committed Oct 20, 2026
First version recorded
Jul 27, 2026
Size
29,423 bytes
Repository stars
6
License
Apache-2.0

Browser automation for web testing, scraping and AI agent interactions. Use for selectors, waiting strategies, and anti-detection patterns.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Browser Automation

Browser automation powers web testing, scraping, and AI agent interactions.
The difference between a flaky script and a reliable system comes down to
understanding selectors, waiting strategies, and anti-detection patterns.

This skill covers Playwright (recommended) and Puppeteer, with patterns for
testing, scraping, and agentic browser control. Key insight: Playwright won
the framework war. Unless you need Puppeteer's stealth ecosystem or are
Chrome-only, Playwright is the better choice in 2025.

Critical distinction: Testing automation (predictable apps you control) vs
scraping/agent automation (unpredictable sites that fight back). Different
problems, different solutions.

## Principles

- Use user-facing locators (getByRole, getByText) over CSS/XPath
- Never add manual waits - Playwright's auto-wait handles it
- Each test/task should be fully isolated with fresh context
- Screenshots and traces are your debugging lifeline
- Headless for CI, headed for debugging
- Anti-detection is cat-and-mouse - stay current or get blocked

## Capabilities

- browser-automation
- playwright
- puppeteer
- headless-browsers
- web-scraping
- browser-testing
- e2e-testing
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add hybridlabor-api/aos/browser-automation@sha256:8f6b3021817c40db

The line at the top of this page pins the label git:20261020.658b736, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ccr4fecaw6ffier6.svg)](https://markdownregistry.com/a/art_ccr4fecaw6ffier6)

6 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between Jul 27, 2026 and Oct 20, 2026, about one every 28 days.

versioncommittedcommitsizeaudit
git:20261020.658b736 latest2026-10-20 658b736 29,423 BA view · diff
git:20260912.72cd8a32026-09-12 72cd8a3 29,511 BA view · diff
git:20260827.e9312a32026-08-27 e9312a3 29,508 BA view · diff
git:20260727.48beb342026-07-27 48beb34 29,490 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (29423 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

hybridlabor-api/aos · 6 stars · license Apache-2.0 · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ccr4fecaw6ffier6
GET https://markdownregistry.com/api/v1/resolve?ref=hybridlabor-api/aos/browser-automation
GET https://markdownregistry.com/api/v1/blob/8f6b3021817c40dbe7a0b4b79d271b2254e5b43bb1510403d70ea543f02826db

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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