Collaborating on data science

Scaling tacit knowledge

Data science often depends on implicit knowledge that is hard to document in a README. This is where Agent Skills can help. By capturing specialized workflows—like a specific debugging sequence for instrument traces—you create a shared technical artifact that teammates can use. This is especially valuable for international teams, as it allows members to contribute their expertise without being bottlenecked by language nuances.