Agent-based AI workflows repair injected reproducibility failures in R social-science code at 69-96% success, substantially outperforming prompt-based LLM approaches at 31-79%.
2025.Computational Reproducibility of R Code Supplements on OSF
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flowR is an IDE extension that performs incremental interprocedural dataflow analysis on R scripts to provide interactive comprehension support including graphs and inline values.
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Automating Computational Reproducibility in Social Science: Comparing Prompt-Based and Agent-Based Approaches
Agent-based AI workflows repair injected reproducibility failures in R social-science code at 69-96% success, substantially outperforming prompt-based LLM approaches at 31-79%.
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Supporting the Comprehension of Data Analysis Scripts
flowR is an IDE extension that performs incremental interprocedural dataflow analysis on R scripts to provide interactive comprehension support including graphs and inline values.