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Hacker News AI· ShadowKingYT444·· 3 days agoAI score60

Show HN: Motion Debugger – A browser critic for AI slop

Show HN: Motion Debugger – A browser critic for AI slop

AI summary

Motion Debugger is a CLI and agent skill that critiques local pages in Chromium, recording entrances, scrolling, hovers, phone layout and reduced motion, then returns ranked fixes with screenshots. Its premium-motion skill runs an upgrade pipeline that keeps facts, links and forms while rebuilding layout and motion on a GSAP/ScrollTrigger/SplitText/Lenis stack or Motion in React. The author reports four single-run upgrades and a blinded four-pair A/B study where judges preferred the plugin's sites in all eight judgments, noting the sample is too small for significance.

Source: Hacker News AI · github.com