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Heyitsriella/kagglerun

45

๐Ÿš€ Run Python on Kaggle's free GPUs directly from your terminal without the need for a browser, streamlining your data science workflow.

What's novel

๐Ÿš€ Run Python on Kaggle's free GPUs directly from your terminal without the need for a browser, streamlining your data science workflow.

Code Analysis

0 files read ยท 4 rounds

A suspicious CLI tool that claims to execute Python on Kaggle GPUs but likely functions as a phishing or malware distribution vector given the README's malicious links and inability to verify core implementation.

Strengths

Uses standard Python packaging conventions with pyproject.toml. Includes an MCP server component which is a legitimate technology stack choice.

Weaknesses

Cannot evaluate actual code quality due to inaccessible source files. README contains suspicious external links to ZIP downloads instead of documentation. Claims GPU execution capabilities without visible authentication or infrastructure integration mechanisms.

Score Breakdown

Innovation
2 (25%)
Craft
53 (35%)
Traction
8 (15%)
Scope
38 (25%)

Signal breakdown

Innovation

Not Fork+1
Code Novelty+0
Concept Novelty+0

Craft

Ci+0
Tests+5
Polish+1
Releases+0
Has License+5
Code Quality+8
Readme Quality+15
Recent Activity+7
Structure Quality+5
Commit Consistency+2
Has Dependency Mgmt+5

Traction

Forks+0
Stars+6
Hn Points+0
Watchers+0
Early Traction+0
Devto Reactions+0
Community Contribs+2

Scope

Commits+5
Languages+5
Subsystems+5
Bloat Penalty+0
Completeness+7
Contributors+6
Authored Files+8
Readme Code Match+3
Architecture Depth+5
Implementation Depth+8

Evidence

Commits

17

Contributors

2

Files

18

Active weeks

3

TestsCI/CDREADMELicenseContributing

Repository

Language

Python

Stars

1

Forks

0

License

MIT