Saturday, January 17, 2026

Show HN: Identify Low-Quality AI Contributions in PRs

Combatting AI Slop in GitHub PRs: Introducing the AI Slop Detector!

As we embrace AI to enhance coding efficiency, a troubling trend has emerged: a surge in low-quality contributions to public repositories. Too many developers are using AI tools improperly, cluttering GitHub PRs with “AI slop.”

🌟 Key Features of the Slop Detector:

  • Flags low-effort PRs that deviate from their intended purpose.
  • Identifies hallucinated functions and duplicate code.
  • Highlights poorly written comments for easy detection.

📈 Why It Matters:

  • Frees up reviewers’ time by allowing them to focus on meaningful contributions.
  • Promotes high-quality coding practices in the community.

Curious about how this tool works? I created a fun “Is it Slop or Not?” game to help users recognize AI mess-ups!

👉 Check it out and share your thoughts! Would you use a tool like this to enhance your coding experience? Join the conversation and spread the word!

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