add-tool-from-paper

You can reproduce academic paper experiments by parsing the PDF or arXiv URL to scaffold a Pixie tool, which automatically generates tool.json defaults, reference fixtures, and a validation flow.

Reference fixture generation works by extracting reported numbers, tables, and metrics from the academic paper, encoding them directly into the scaffolded tool to validate that reproduced results match the original claims.

Yes, you can scaffold a tool directly from an arXiv URL or PDF by initiating the paper-to-tool workflow, which automatically generates the tool skeleton, fixtures, and validator flow from the provided input.

Yes, the generated tool includes a validator flow that mirrors the paper's claimed results, ensuring the reproducible API surface is ready for testing against the extracted reference fixtures.

The best way to reproduce experiments is to use a paper-to-tool workflow that scaffolds a reusable pipeline, automatically generating endpoints and extracting reference fixtures to validate benchmarks and figure-level results.

Yes, the workflow supports adding a tool from an existing notebook or repository, but its primary focus remains on academic papers requiring end-to-end implementation and validation.