targets-r - Reproducible analysis pipelines with targets in R
Provides guidance and patterns for constructing, debugging, and running reproducible data analysis pipelines using the targets R package.
Tags
Updated: 2026-09-20Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Write reproducible analysis pipelines
- Define targets with tarchetypes factories
- Debug pipeline failures and cycles
- Execute dynamic and static branching
- Configure storage and cloud repositories
- Integrate Quarto and R Markdown
Inputs
- _targets.R configuration script
- R function files in R/ directory
- Input data files
- Quarto or R Markdown documents
Outputs
- Cached target objects in _targets/
- Pipeline metadata and store files
- Dependency graphs and manifest summaries
- Rendered report files
Requirements
- R >= 4.1.0
- targets >= 1.12.0
- tarchetypes >= 0.14.1