An open-source editing skill. It finds the slop that makes writing read as AI-written, rewrites it as you wrote them. You get a score before and after.

Runs in your own harness. Free, MIT licensed. Works in any agent or chatbot that supports skills

npx skills add manavmishra/ZeroSlop --global

zero-slop.ai · github.com/manavmishra/ZeroSlop

Zero Slop is at v2.5.8. Recent posts:

• The tells readers actually name
• Anatomy of the slop score
• AI writing statistics, 2026 edition

I build systems that fight unwanted machine created junk. I worked on Microsoft's first ML spam filter, the anti-phishing and URL reputation service behind SmartScreen, Google Analytics, and saw Silver Peak Systems through a $925 million exit to HPE. 60+ patents and papers, 2,490 citations, h-index 24.

More about the work · Scholar · LinkedIn