ai-slop-detection

A GitHub action that detects and automatically closes low-quality and AI slop PRs.

Catch and fix the code-quality issues AI coding agents leave behind - dead code, unsafe casts, swallowed errors, duplication, security risks, and more. 50+ deterministic rules across 10 language targets, with CLI, CI, and GitHub Actions. No LLM at runtime. MIT.

Stop shipping AI slop. Detects empty functions, fake documentation, and inflated comments in AI-generated code. Production-ready.

An open-source skill that finds AI slop in your writing and strips it out without changing the facts, scoring the draft before and after.

A field guide to the visual tells of AI-generated design. Like Wikipedia's Signs of AI writing, but for visuals.

Is it built, or is it slop? Scan any website for AI and vibe-coding tells, get a 0-100 Slop Score with receipts.

Fast and lightweight AI slop detection that runs while you browse the internet

Analyze suspicious commits via code patterns, velocity anomalies, and statistical markers. Scan websites for AI generated text using pattern detection and optional OpenAI validation.

Blazing-fast AI-slop firewall

Drop-in skill for aislop — the engineering standards layer and quality gate for AI-written code. Install via 'npx skills add scanaislop/aislop-skill'.

Premium-content quality gate for programmatic SEO at scale. 13 hard gates that distinguish premium pSEO content from AI-slop templates. Zero dependencies.

A self-evolving AI Agent Team — agents that rewrite their own operating manual.

Finds and removes AI slop patterns from documents.

A deterministic prose linter for the mechanical tells of machine-generated writing.

Run a vibe check on any repo. Detects AI-generated slop, vibe-coded garbage, and code quality issues. Docker-based ephemeral code audit tool.

Preventing AI Model Collapse via O(N) Pre-Training Geometric Selection

your agent says it's done. it's usually lying. this reads the git diff and proves it.

Python and pipx distribution of aislop, the deterministic AI-code quality gate. 50+ rules across 10 language targets. MIT.

Grammar-lee

No AI prose or slop in academic science writing