Selenium and Playwright need code and break every time a selector changes. SkillForge turns a screen recording of the flow into a SKILL.md an AI agent replays — no selectors to hand-maintain.
Record a test flow — free See QA automationSelenium and Playwright are powerful, but every test is code, every locator is brittle, and a small UI change can turn a green suite red. Writing and maintaining that suite is a specialized engineering job.
With SkillForge you record the happy-path click-through once. The AI extracts each action into a SKILL.md; an AI agent re-runs it against the app and adapts to the live UI instead of matching hard-coded selectors. Anyone on the team — not just SDETs — can capture a flow.
| Selenium / Playwright | SkillForge | |
|---|---|---|
| Authoring | Write code + selectors | Record the flow |
| Breaks on UI change | Often (selectors) | Agent adapts to the screen |
| Who can author | Engineers | Anyone who can record |
| Best for | Deep CI assertions, edge cases | Fast, resilient happy-path smoke flows |
For rigorous assertion-heavy CI pipelines, keep Selenium/Playwright. For fast, low-maintenance smoke and regression flows that survive UI churn — and that non-engineers can create — SkillForge is faster to author and cheaper to maintain.
Does SkillForge replace Selenium entirely?
No. It replaces the brittle, high-maintenance happy-path scripts. Keep Selenium/Playwright for deep assertion coverage. Use SkillForge for resilient, quick-to-author flows anyone can record.
How does it handle a changed UI?
Because an AI agent replays the SKILL.md by reading the screen, it adapts to layout changes rather than failing on a hard-coded selector.
Do I need Java, Python, or JS?
No. You record the flow; SkillForge writes the SKILL.md. No test code.