This blog post critiques the effectiveness of reproducibility packages in research, using a specific study as an example. It argues that while reproducibility packages are a step forward, they can lead to misleading conclusions if the underlying data or analtytic methods are flawed. The author engages with concepts of idea novelty in research and highlights the importance of method transparency in scientific studies.