Slopcheck: CLI Tool Detects AI-Generated Code Indicators

Slopcheck is a command-line tool designed to detect indicators of AI-generated code within software projects and their dependencies. The tool aims to provide developers with insights into the provenance of their code, helping them assess the extent to which AI has been involved in its creation. Slopcheck currently supports dependency checking for Rust and JavaScript projects, using cargo metadata and npm package parsing, respectively.

The tool employs several methods to identify AI-generated code. It checks for commits made by known LLMs (such as Claude and Copilot) and looks for the presence of specific files (e.g., CLAUDE.md, AGENTS.md) that may indicate AI involvement. Slopcheck also distinguishes between current and former LLM use, providing a more nuanced understanding of AI's role in the project.

While Slopcheck offers a valuable tool for assessing AI involvement, it's important to note its limitations. The tool relies on heuristics and assumptions, which may lead to false positives or negatives. Additionally, running Slopcheck on untrusted projects poses security risks, as it may request arbitrary sources and execute build scripts. Despite these limitations, Slopcheck represents a step towards greater transparency and accountability in AI-assisted software development.

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