The Anti-Vibecode Workbook
120 checks to find generic-looking UI patterns and practical defects — then fix the ones that actually matter.
$5 USD · one-time purchase · digital download
A practical review system for vibe-coded and AI-assisted websites and apps. Inspect one issue at a time, use the targeted repair prompt, then verify the result.
Polished can still be unfinished
Your website can look polished and still be full of defaults, unfinished states and generic decisions.
The Anti-Vibecode Workbook gives you 120 checks across 19 categories, including typography, color, spacing, cards, navigation, mobile UI, accessibility, dashboards, copywriting and code-generated UI artifacts.
Each entry explains what to look for, why it can feel generic or unfinished, a practical fix, a targeted AI repair prompt, when to keep the existing choice, and how to verify the repair. Classifications distinguish practical issues, contextual choices and taste. Make targeted repairs without blindly redesigning your whole site.
What you get
- A 154-page PDF workbook with checkboxes and writable fields for compatible PDF viewers
- Editable DOCX and Markdown editions
- 120 distinct checks, a Top 25 quick audit and P1 / P2 / P3 priorities
- “Keep It If” guidance, verification steps and a repair log
- The Mega Audit prompt and 70 tool-adapted workflow prompts across seven packs: ChatGPT / Codex, Claude / Claude Code, Cursor, Lovable, Bolt, Replit and v0
- Typography/color, layout/component and mobile/accessibility repair guides
- A pre-deploy checklist and START HERE navigation
- The retained original pattern library as an optional reference alongside the expanded workbook
Who it’s for
Solo builders, indie hackers, designers and developers reviewing AI-assisted UI — and anyone cleaning up a website or app before sharing or shipping it. You don’t need to be a professional designer.
How to use it
- Pick one important page or task.
- Run the relevant checks and record what you observe.
- Choose only the issues you actually want to fix.
- Use the repair prompt, then verify the original task still works.
Do not paste all 120 fixes into an AI and ask it to redesign everything at once.
These checks do not prove that AI made a website, and familiar design patterns are not automatically bad. Context matters. Keep choices that serve the product and audience.
Digital delivery
You receive Anti-Vibecode-Workbook-Buyer-Delivery-v2.0.zip. No physical item will be shipped. You’ll need a ZIP extractor, a PDF viewer and suitable software for editable files. Save a copy of filled PDF fields; support depends on your viewer. AI tools and their credits are not included.