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 202
5.1
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0
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Testing & Quality
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The skill addresses a genuinely useful domain (browser automation) where framework choice and best practices matter, giving it moderate novelty value. However, the SKILL.md is severely incomplete - the description and persona sections are cut off mid-sentence, the Patterns and Sharp Edges sections lack actual content (just headings without implementation details), and there's no concrete code examples or actionable guidance. The structure skeleton is reasonable (personas, patterns, anti-patterns, sharp edges), but without substance a CLI agent couldn't reliably invoke this skill to solve real automation problems. Needs substantial content completion to be useful.
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