skills.rest
flamehaven01flamehaven01Community·1 Agent Skills Included

AI-SLOP-Detector

Detects fake-finished code, dead pipelines, and inflated docs

Scans Python, JS/TS, and Go projects for structurally plausible but functionally empty code: stub functions, unresolved imports, dead pipelines, and copy-pasted logic. Assigns each file a 0-100 risk score and flags docs that oversell what the code actually does. Runs fully offline with deterministic scoring, CI gates, and a VS Code extension for inline warnings.
75|7
↗
npx skills add flamehaven01/AI-SLOP-Detector --all -g -y

All Skills in This Repository (1)

Pure Emerald Level Indicators
📦 In Repo
flamehaven01flamehaven01

slop-detector

Detect structural-risk defects in AI-assisted code using the AI-SLOP Detector CLI.

Community
Advanced

Frequently Asked Questions

FAQPage Schema
How to install AI-SLOP-Detector?▼

Run `npx skills add flamehaven01/AI-SLOP-Detector --all -g -y` in your terminal to install the skill globally.

What does AI-SLOP Detector catch that linters miss?▼

It flags empty functions with real-looking bodies, imports that never resolve, pipelines wired to nothing, and docs that oversell the code. Standard linters only check style and syntax, so they pass this fake-finished code.

Does AI-SLOP Detector need an API key or internet?▼

No. It runs fully offline with deterministic core scoring, so nothing leaves your machine and no model download is required.

Which languages does AI-SLOP Detector support?▼

Python is supported by default, and you can add JS/TS or Go analysis with optional extras. Other languages are not analyzed yet.

Can AI-SLOP Detector run in CI pipelines?▼

Yes. It ships with soft, hard, and quarantine CI gate modes plus GitHub Actions integration, and a VS Code extension for inline warnings.

Related Repositories in Software Engineering

View All in Software Engineering→
openclawopenclaw
388.4k

openclaw

Run a personal AI assistant across your devices and chat apps

Official📦 120 Skills
obraobra
280.0k

superpowers

Gives coding agents a disciplined workflow from idea to merged code

Community📦 15 Skills
facebookfacebook
248.4k

react

AI agent skills for building, testing, and porting React core

Official📦 14 Skills