whatisgithub

What is is-it-slop?

sermuns/is-it-slop — explained in plain English

Analysis updated 2026-05-18

43RustAudience · developerComplexity · 2/5Setup · easy

In one sentence

A Rust command-line tool that checks whether a GitHub repository shows telltale signs of being low-effort AI-generated Rust code.

Mindmap

mindmap
  root((repo))
    What it does
      Detects AI generated slop
      Checks Rust project signals
      Command line tool
    Signals checked
      Older Rust edition
      Outdated pinned deps
      Older resolver setting
    Usage
      Owner slash repo input
      Full URL input
      CI exit code support
    Caveats
      False positives possible
      Early stage tool

Code map

Detail Auto

An interactive map of this repo's files and how they connect — its source is parsed live in your browser. Click Visualize to build it.

filefunction / class

What do people build with it?

USE CASE 1

Scan a GitHub repository from the command line to check for signs of low-effort AI-generated Rust code.

USE CASE 2

Add the tool to a CI pipeline so it fails the build if slop signals are detected.

USE CASE 3

Investigate why a project pins older dependency versions before assuming it is AI-generated slop.

What is it built with?

Rust

How does it compare?

sermuns/is-it-slopcvetkovicdamjan/neuriliumfuninkina/openeffects
Stars434344
LanguageRustRustRust
Setup difficultyeasyhardmoderate
Complexity2/54/54/5
Audiencedeveloperresearcherdeveloper

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · easy Time to first run · 5min
No license information given in the explanation.

So what is it?

is-it-slop is a command-line tool written in Rust that checks whether a GitHub repository looks like it was generated with low effort by an AI language model. The author observed that AI-generated Rust projects tend to share a few common traits: they use an older edition of the Rust language (2021 instead of newer), they pin workspace dependencies to outdated versions, and for multi-package projects they use an older resolver setting. The tool checks for these patterns as a quick signal that the code may be "slop" -- a term used in developer communities for AI-generated content that lacks genuine thought or effort. You run the tool from the command line and point it at a GitHub project using either a short owner/repo path or a full URL. It reports what it finds and optionally exits with an error code if any slop signals are detected, which lets you use it in automated scripts or continuous integration checks. The README is honest about the tool's limits. The same patterns can appear in legitimate projects for other reasons: a dependency might be pinned to an old version because a newer one introduced a regression, or the project might simply be old enough that these were the current defaults when it was created. The author lists future improvements they are considering, including scanning commit history for signs like very large single-commit dumps or AI co-authorship tags in commit messages. The project is tagged with the "brainmade" label and closes with a note that no AI was used in making it, which fits the project's theme of distinguishing human-made work from generated output. It is an early-stage, openly incomplete tool.

Copy-paste prompts

Prompt 1
Explain the three Rust project signals is-it-slop checks for and why they suggest AI generation.
Prompt 2
Help me run this tool against a GitHub owner/repo path and interpret its exit code in CI.
Prompt 3
What legitimate reasons might cause a real project to trigger these slop-detection signals?
Prompt 4
What future improvements is the author considering for detecting AI-generated commit history?

Frequently asked questions

What is is-it-slop?

A Rust command-line tool that checks whether a GitHub repository shows telltale signs of being low-effort AI-generated Rust code.

What language is is-it-slop written in?

Mainly Rust. The stack also includes Rust.

What license does is-it-slop use?

No license information given in the explanation.

How hard is is-it-slop to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is is-it-slop for?

Mainly developer.

Open on GitHub → Ask about another repo

This repo across BitVibe Labs

Verify against the repo before relying on details.