guwidoe

Implement git analysis features using simple-git, handle contributor stats, commit history, and code frequency calculations

Develop React components for VSCode webviews, handle postMessage communication, implement D3/Plotly visualizations

Browser automation with Playwright CLI. Use when testing web apps, navigating websites, filling forms, taking screenshots, checking console/network issues, saving auth state, or performing repeatable browser workflows from pi.

Lobster workflow runtime for deterministic pipelines with approval gates. Use when: (1) Running multi-step automations that need human approval before side effects, (2) Monitoring PRs/issues for changes, (3) Processing data through typed JSON pipelines, (4) Email triage or batch operations, (5) Any workflow that should halt and ask before acting. Lobster saves tokens by running deterministic pipelines instead of re-planning each step.