skills/smithery.ai/paper-to-code

paper-to-code

SKILL.md

LeCoder: From Scratch Implementation

Implement AI/ML research papers from scratch. Produces production-ready, UV-managed Python projects.

Motto: Less Code, More Reproduction

Workflow Overview

PDF → Markdown → Algorithm Extraction → Implementation → Testing → Packaging

Phase 1: Paper Analysis

1.1 Convert Paper to Markdown

Use markitdown to convert the PDF for searchable algorithm extraction:

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Mar 25, 2026
paper-to-code from smithery.ai