tidyverse-patterns
Modern tidyverse patterns for R including pipes, joins, grouping, purrr, and stringr. Use when writing tidyverse R code.
Profile →npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill tidyverse-patterns --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Modern Tidyverse Patterns *Best practices for modern tidyverse development with dplyr 1.1+ and R 4.3+* ## Core Principles 1. **Use modern tidyverse patterns** - Prioritize dplyr 1.1+ features, native pipe, and current APIs 2. **Profile before optimizing** - Use profvis and bench to identify real bottlenecks 3. **Write readable code first** - Optimize only when necessary and after profiling 4. **
What does the tidyverse-patterns skill do?
Modern tidyverse patterns for R including pipes, joins, grouping, purrr, and stringr. Use when writing tidyverse R code.
How do I install it?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill tidyverse-patterns --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From brycewang-stanford/Auto-Empirical-Research-Skills, a repository with 3,244 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.