design-anti-slop

design-anti-slop is a UI design craft & review skill for AI agents, published by KartikLabhshetwar in the better-shot repository on GitHub. Skillspace rates design-anti-slop D (68/100) and it passed the safety scan; the rating is based on static analysis only.

Detect and fix AI design slop — the convergent look that shows up across AI-generated landing pages and dashboards (purple/indigo gradients, rounded-2xl everywhere, three-box feature grids, bento dashboards, aspirational-but-empty hero copy, etc.). Use this skill whenever the user asks Claude to build/generate/mock up a landing page, dashboard, or SaaS UI, OR when the user shares an existing design (screenshot, URL, code, Figma link) and asks for critique, feedback, "does this look AI-generated?", or "make this less generic." Trigger even if the user does not use the word "slop" — phrases like "build me a hero section," "this looks AI-made," "why does this look like every other SaaS page," or "make this feel more custom" all qualify. Prefer this skill over general design-critique when the concern is specifically convergence, sameness, or AI-generated feel.

Grade
D
Quality
68 / 100
Safety
Passed
GitHub stars
2,294

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubKartikLabhshetwar/better-shot

Our review

Architecture
100 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
Not declared. Check the repository before reusing it.

Not checked yet

  • Category is a classifier prediction; no model has read this skill yet
  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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