pro-grammer-SD/auto_cythonizer

🚀 Automatically Cythonize to speed up projects!

What's novel

🚀 Automatically Cythonize to speed up projects!

Code Analysis

3 files read · 2 rounds

A CLI tool that automatically converts Python files to optimized Cython extensions with auto-annotation and stdlib shadowing fixes.

Strengths

Provides useful automation for Cython compilation with aggressive optimizations, multi-threaded scanning, and practical features like stdlib shadowing detection. The code actually works and delivers on its promises.

Weaknesses

Poor modularity with all logic in a single file, fragile error handling that silently swallows exceptions, no type hints, and missing test coverage. The architecture is essentially a monolithic script rather than a proper library.

Score Breakdown

Innovation

5 (25%)

Craft

37 (35%)

Traction

20 (15%)

Scope

51 (25%)

Signal breakdown

Innovation

Not Fork+1

Code Novelty+1

Concept Novelty+1

Craft

Ci-1

Tests-1

Polish+0

Releases+0

Has License+5

Code Quality+10

Readme Quality+12

Recent Activity+2

Structure Quality+5

Commit Consistency+0

Has Dependency Mgmt+5

Traction

Forks+0

Stars+12

Hn Points+0

Watchers+3

Early Traction+5

Devto Reactions+0

Community Contribs+0

Scope

Commits+3

Languages+3

Subsystems+0

Bloat Penalty+0

Completeness+7

Contributors+5

Authored Files+4

Readme Code Match+3

Architecture Depth+3

Implementation Depth+8

Evidence

Commits

Contributors

Files

Active weeks

TestsCI/CDREADMELicenseContributing

Repository

Language

Python

Stars

Forks

License

MIT