browser-skill-creator

You can generate site-specific browser automation skills by running a phase-driven workflow that covers discovery, site reconnaissance, draft skill creation, QA, and validation. This produces a ready-to-run SKILL.md with selectors and safety gates using Playwright MCP.

The browser automation skill creation workflow follows deterministic phases: discovery interview, site reconnaissance, draft skill creation, QA testing, and formal validation. It applies a proven SKILL.md template and selector strategy guidelines to ensure maintainable outputs.

Yes, browser automation skill generation implements safety gates by stopping one step before final confirmation. This ensures users complete irreversible actions themselves, preventing automated processes from executing destructive website operations.

Yes, you can use persistent profiles for Playwright MCP site automation. Generated skills store persistent profiles at ~/.claude-playwright-profiles/<name>, maintaining session data and authentication states across multiple automation runs.

Robust selectors in generated browser automation skills are maintained using the references/selector-strategy.md guidance. This ensures selector maintainability and robustness across complex site automation tasks, including multi-language UIs.

A key limitation of automating complex sites with Playwright MCP is that the workflow stops one step before final confirmation of irreversible actions, requiring manual user completion. Complex automation also requires full discovery, QA, and validation phases.