{"slug":"davila7-browser-automation","source_name":"davila7/browser-automation","name":"Davila7/Browser Automation","description":"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","version":1,"lift":{"pass_rate_delta_pts":8.7,"pass_rate_pct":95.7,"total_cases":23,"passed_cases":22,"tokens_delta_pct":10.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-13T11:50:24.970823+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":8.7,"with_pass_pct":95.7,"without_pass_pct":87,"tokens_delta_pct":10.3,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-13T11:50:24.970823+00:00","run_id":"7de9ba83-91cf-4e17-9019-e0d4bc52c847","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"892f77b51704bb3b9509c3a92ec97368a3fb05a021f20b57db9b25a7876739c6","raw_url":"https://app.decimal.ai/s/davila7-browser-automation/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/davila7-browser-automation"}