paper-to-code

Generating a runnable codebase from a research paper involves creating a dependency-ordered project skeleton, defining explicit interfaces, and enforcing config-driven staged coding to faithfully reproduce the methodology.

Dependency-ordered generation structures the codebase creation by planning and generating files based on their interdependencies, ensuring explicit interfaces and a stable architecture before implementation begins.

Architecture design from a research paper is planned by generating a comprehensive file list, UML and sequence diagrams, and explicit interface contracts to structure the project blueprint before coding.

Yes, the paper-to-code workflow enforces config extraction and staged coding to faithfully reproduce the paper's methodology and validate results through a structured reproducibility workflow.

Yes, you can generate UML and sequence diagrams alongside a file list and interface contracts to design the software architecture needed to implement methodologies from a research paper.