Individual skill
slop-eval
Objectively evaluate a UI/web design against the pols.dev anti-slop design law: detect catalogued slop tells with cited evidence, score 8 weighted axes (color, type, components, layout, motion, execution, signature, cohesion), and emit a Slop Report with a 0–100 Slop Index and grade. Use when the user asks to "evaluate design slop", "slop report", "is this design AI slop", "audit this landing page design", "de-slop review", or wants an objective score of how generic/machine-made a design looks. To fix text (not design), use human-ai or humanizar skills instead.
skills/slop-eval/SKILL.md
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- Last checked
- Nov 5, 2026
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- Repository last updated
- Nov 1, 2026
- License
- Apache-2.0
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SKILL.mdcore · 22,005 bytesSKILL.mdcore · 22,005 bytesreferences/contexts.mddoc · 9,241 bytesreferences/jev-integration.mddoc · 10,796 bytesreferences/output-template.mddoc · 9,513 bytesreferences/premium-markers.mddoc · 14,293 bytesreferences/tells.mddoc · 20,208 bytesscripts/jev_questions.jsonasset · 20,237 bytesscripts/score.pyruns · 3,819 bytes
Read excerpt
# Slop Eval
Evaluate a design the way `skill-evaluation` evaluates a skill: every finding
cites concrete evidence, every axis gets a 0–100 score, arithmetic runs
through a script, and the output is a structured report — never a vibe check.
The tell catalog lives in `references/tells.md`; read it before sweeping.
The positive rubric (signature formula, cohesion checks, slop→premium pairs,
and the "Adding Soul" guide) lives in `references/premium-markers.md`; read
it before scoring Axes 7–8 and when writing fix prescriptions.
The design context guide lives in `references/contexts.md`; read it to adjust
priorities and tolerances based on the type of design being evaluated.
## Source