Paper-to-Spec Compiler

To convert an arXiv paper into a machine-readable specification, provide the arXiv ID to fetch sources, and the compiler extracts symbols and constants to emit a canonical spec.yaml file along with spec.md and drift reports.

Spec.yaml reproducibility enforces traceable provenance links back to the source paper and generates a spec.lock.json payload, ensuring deterministic artifact generation and baseline imports for research codebases.

Yes, you can generate compliance tests directly from academic papers by fetching the arXiv source, extracting structural design choices, and producing test files alongside a human-readable spec.md and drift report.

You detect drift in research codebases by compiling the paper into a canonical spec.yaml and running generated compliance tests to produce a drift report highlighting deviations from the original extracted constants and symbols.

Yes, the Paper-to-Spec Compiler requires dependencies including pydantic, pyyaml, and requests to fetch arXiv sources, validate extracted data structures, and emit the final machine-readable spec.yaml output.

When compiling a paper into a spec, the process enforces UNRESOLVED handling for symbols or constants that cannot be definitively extracted, ensuring they are explicitly flagged rather than silently ignored in the spec.yaml.