Anti-slop audit

---
name: anti-slop-audit
description: Audit a UI for generic AI-generated look, weak copy, and missing states, then rewrite the worst screens. Use when the user asks to polish, make it less generic, or fix “AI slop.”
---

# Anti-slop audit

## When to use

The interface works but looks like every other generated app: gradient hero, three feature cards, gray Inter, lorem, or a dashboard that is really a table with badges.

## Steps

1. List the routes or components in play. Note which are marketing, which are product.
2. Score each surface against this checklist:
   - Specific product name and job, not a category slogan
   - One primary action
   - Typography with contrast, not one weight everywhere
   - Color limited to surface / ink / accent
   - Real empty, loading, and error states
   - Copy that could not be pasted onto a competitor
   - No fake social proof
3. Rank the three worst screens.
4. Rewrite those three. Do not restyle the whole app in one pass.
5. Show before/after notes in chat: what looked generated, what you changed.

## Output

- A short audit (bullet list)
- Code changes for the top offenders
- Anything you deliberately left generic, and why