Intermediate

DeSlop Audit

The anti-AI-slop audit: find and fix everything that makes your app look and feel like a generic AI build.

5 steps15 verify checks60-90 minutesWorks with: emergent · chatgpt · claude · cursor

Start Guided Walkthrough

#deslop #audit #polish #quality #design

The Route

0/5 verified

Score the slop

Name the problem precisely across four dimensions.

3 checks 02

Fix function-slop first

A beautiful dead app is still dead - real function precedes polish.

3 checks 03

Fix design-slop

Replace the default-AI look with an intentional identity.

3 checks 04

Fix copy-slop

Every string should sound like this product, written by a person.

3 checks 05

Polish the details and re-score

The last 5% - details separate finished from generated.

3 checks

Every step ends at a Verify Gate. Do not continue until every check passes.

Context Pack

Paste this first. It briefs the AI on requirements, constraints, and the Definition of Done before your first build prompt.

Context Pack

PROJECT CONTEXT:
My AI-built app works but screams 'AI-generated': generic design, fake-feeling content, sloppy details.

GOAL:
Audit and eliminate AI-slop across design, copy, function, and detail polish - producing a distinctly human-quality app.

REQUIREMENTS:
- A scored slop audit across design, copy, function, and details
- All generic design tells fixed
- All placeholder/robotic copy rewritten
- All fake-feeling interactions made real
- A final before/after score

CONSTRAINTS:
- Fix function-slop before visual-slop
- No new features during the audit - quality only

DEFINITION OF DONE:
- No emoji-icons, purple gradient defaults, or lorem ipsum remain
- Copy sounds like a human wrote it for this product
- Every interaction that looks real IS real
- Empty/loading/error states exist and feel designed

COMMON FAILURES TO AVOID:
- Polishing visuals while buttons stay dead
- Replacing generic with differently-generic
- Missing the details: favicons, titles, console errors, focus states
- Claiming 'premium feel' without changing tokens

Paste this into your AI builder first. It teaches the AI what you want before you give it the build prompt.