mat-1

mat-1 / slopcheck

Public

Check for indicators of AI code in a project and dependencies.

19
1
100% credibility
Found Mar 15, 2026 at 19 stars -- GitGems finds repos before they trend. Get early access to the next one.
Sign Up Free
AI Analysis
Rust
AI Summary

Slopcheck scans Rust projects and their dependencies for indicators of AI-generated code like bot-authored commits or AI-specific files.

How It Works

1
📰 Discover Slopcheck

You hear about a simple tool that helps spot if a codebase was created with AI assistance, perfect for checking projects you're curious about.

2
📥 Add it to your computer

You easily install Slopcheck so it's ready whenever you want to check a project folder.

3
📁 Choose your project

Pick the folder of the code project you want to inspect for AI traces.

4
🔍 Start the check

Tell Slopcheck to scan your project, and it quietly reviews the changes and special notes inside.

5
⏳ Review helpers too

It also looks at the supporting pieces your project uses, giving a full picture.

✅ See clear results

Get a colorful summary showing if AI was involved—none found, or details on past or recent use—so you know exactly what you're working with.

Sign up to see the full architecture

4 more

Sign Up Free

Star Growth

See how this repo grew from 19 to 19 stars Sign Up Free
Repurpose This Repo

Repurpose is a Pro feature

Generate ready-to-use prompts for X threads, LinkedIn posts, blog posts, YouTube scripts, and more -- with full repo context baked in.

Unlock Repurpose
AI-Generated Review

What is slopcheck?

Slopcheck is a Rust CLI tool that scans GitHub repositories for indicators of AI-generated code, like commits from Copilot, Claude, or other LLM bots via their telltale emails. Run `slopcheck ./your-project` to check your local Rust codebase and its Cargo dependencies recursively—it flags files like CLAUDE.md or AGENTS.md in the working tree or .gitignore, and distinguishes active LLM use from past experiments. It solves the growing need to audit code provenance amid rising Copilot usage, caching cloned repos for quick re-runs.

Why is it gaining traction?

Unlike basic GitHub Copilot usage checkers, it digs into dependency graphs for Rust projects, spotting hidden AI signals even in transitive deps, with color-coded terminal output summarizing commit counts (total and past month). Developers hook on its speed—sparse Git clones and 24-hour cache pulls mean fast checks without full downloads—and its blunt honesty about "AI slop" in supply chains.

Who should use this?

Rust crate maintainers vetting deps before adoption, security teams checking GitHub repos for malicious or low-quality AI code, and open-source contributors enforcing human-written code policies. Ideal for terminal workflows auditing Copilot-heavy projects or spotting LLM bot commits in forks.

Verdict

With 19 stars and a 1.0% credibility score, slopcheck is raw early-stage Rust—solid docs and demo, but light on tests and non-Rust support. Try it for Rust dep hygiene if AI code paranoia hits your workflow; skip for production gates until it matures.

(178 words)

Sign up to read the full AI review Sign Up Free

Similar repos coming soon.