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

Read pinned source

Source commit ec4099f92fdeadcf1771c2a3f64efa4970733c89

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
No
Repository scan complete
No
Skill scan complete
No
Observed behavior
Not checked yet
Last checked
Nov 5, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
133
Repository last updated
Nov 1, 2026
License
Apache-2.0

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
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
Back to top