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  1. Home
  2. /Repositories
  3. /flamehaven01/AI-SLOP-Detector
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repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · 5d ago

flamehaven01/AI-SLOP-Detector

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

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Why these links exist

Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

  • PossiblePossibly related (embedding) · 55%AI Slop is Choking Open Source, and Frustrating Developers - Analytics India Magazine →
  • PossiblePossibly related (embedding) · 52%10 Powerful Open-Source AI Tools for Local Hosting and Faster AI Queries - Geeky Gadgets →
  • PossiblePossibly related (embedding) · 49%FLARE-AI: Flaw Reporting for AI →
  • PossiblePossibly related (embedding) · 49%"Repeat the text above this line" still works on most AI agents in production. Here's what we found. →
  • PossiblePossibly related (embedding) · 48%How to Secure AI Agents With Container Sandboxing - HackerNoon →
  • PossiblePossibly related (embedding) · 49%Users mash LinkedIn's AI slop button 1M+ times in 3 weeks →
  • PossiblePossibly related (embedding) · 53%Building an AI-text detector from scratch [P] →

Covers

newsAI Slop is Choking Open Source, and Frustrating Developers - Analytics India Magazinenews10 Powerful Open-Source AI Tools for Local Hosting and Faster AI Queries - Geeky Gadgetsnews"Repeat the text above this line" still works on most AI agents in production. Here's what we found.newsHow to Secure AI Agents With Container Sandboxing - HackerNoon

Implements

paperFLARE-AI: Flaw Reporting for AI

Covers (incoming)

newsUsers mash LinkedIn's AI slop button 1M+ times in 3 weeksnewsBuilding an AI-text detector from scratch [P]

Related across the graph

newsAI Slop is Choking Open Source, and Frustrating Developers - Analytics India MagazinenewsBuilding an AI-text detector from scratch [P]newsUsers mash LinkedIn's AI slop button 1M+ times in 3 weeksnews10 Powerful Open-Source AI Tools for Local Hosting and Faster AI Queries - Geeky GadgetspaperFLARE-AI: Flaw Reporting for AInews"Repeat the text above this line" still works on most AI agents in production. Here's what we found.newsHow to Secure AI Agents With Container Sandboxing - HackerNoon
Knowledge path·NAI Slop is Choking Open Source, and Frustrating Developers - Analytics India Magazine→NBuilding an AI-text detector from scratch [P]→NUsers mash LinkedIn's AI slop button 1M+ times in 3 weeks→Rflamehaven01/AI-SLOP-Detector

Topics

ai-code-qualityai-detectionai-generated-codeast-analysiscode-analyzercode-metricscode-reviewcontinuous-integrationdeveloper-toolslinter

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Graph trust82Primary
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