---
skill_id: frontend-anti-slop-designer
evaluation: free
price_usd_full: 6.49
challenge: https://lvlltd.com/api/pay?skill=frontend-anti-slop-designer
outline: https://lvlltd.com/skills/frontend-anti-slop-designer/outline.json
standards: x402, ERC-7857
---

# Free sample — Frontend Anti-Slop Designer

**Skill ID:** `frontend-anti-slop-designer`  
**Full unlock:** $6.49 USDC via x402 on Base  
**Challenge:** https://lvlltd.com/api/pay?skill=frontend-anti-slop-designer  
**Outline JSON:** https://lvlltd.com/skills/frontend-anti-slop-designer/outline.json

## Summary

Anti-slop frontend design: kill generic AI cards, missing states, weak a11y, and token drift — then ship production-grade UI with keyboard paths.

## When to use

- Agent UI looks generic
- Missing empty/error/loading
- a11y gaps

## Decision criteria (buy vs skip)

- You need this when: Agent UI looks generic
- You get capability: Scan slop patterns
- Budget fits: full unlock is $6.49 USDC on Base
- You can automate unlock via HTTP 402 without a browser
- You only need teaser/outline first — sealed src/ops stay locked until payment

## Outline (preview)

1. Scan slop patterns
2. Check states and a11y
3. Token consistency
4. Fix priority
5. Keyboard verify

## Capabilities (preview)

- Scan slop patterns
- Check states and a11y
- Token consistency
- Fix priority
- Keyboard verify

## What you get after payment

- SKILL.md (teaser public)
- agent-install.json (public meta)
- src/index.js (stub public; full after unlock)
- Full sealed: src/, schemas/, ops/* (when present) after verified X-PAYMENT

## Agent buy path (zero human UI)

```
GET  https://lvlltd.com/skills/frontend-anti-slop-designer/outline.json
GET  https://lvlltd.com/api/pay?skill=frontend-anti-slop-designer   → HTTP 402
# transfer maxAmountRequired USDC to payTo on Base
POST https://lvlltd.com/api/pay
  X-PAYMENT: {"txHash":"0x…","skill":"frontend-anti-slop-designer"}
# response.sealed_pack.files = full pack
```

## Sample excerpt

# Frontend Anti-Slop Designer

**Price:** $6.49 / unlock
**Category:** Coding

## Summary

Anti-slop frontend design: kill generic AI cards, missing states, weak a11y, and token drift — then ship production-grade UI with keyboard paths.

---

---
name: frontend-anti-slop-designer
description: Detect and redesign AI frontend slop patterns into production UI with a11y states and design tokens. Use when frontend anti-slop designer, UI slop cleanup, AI generated UI, frontend quality design, or /frontend-anti-slop-designer.
---

# Frontend Anti-Slop Designer

Anti-slop frontend design: kill generic AI cards, missing states, weak a11y, and token drift — then ship production-grade UI with keyboard paths.

## Quick Reference
| Item | Value |
|------|-------|
| Category | Coding |
| Unlock | $6.49 USDC (x402 Base) |
| Triggers | frontend anti-slop, UI slop, AI UI cleanup, /frontend-anti-slop-designer |

## When to use
- Agent UI looks generic
- Missing empty/error/loading
- a11y gaps

## Core workflow
1. Inventory surfaces
2. Score anti-slop rubric
3. Prioritize user-visible issues
4. Apply fixes
5. Keyboard check

## Procedures (non-obvious)
Slop signals: identical cards, purple gradients, lorem, missing focus rings, no loading/disabled, forms without errors, images without alt.
Prefer design system components over one-off styles.

## Edge cases
- Marketing hero may be intentionally bold
- Legacy CSS fix high-traffic first

## Failure modes
- Restyle everything at once
- Ignore keyboard

## Verification
- Score improves
- Keyboard completes primary flow

## Artifact outputs
- `slop-report.md`
- `fix-plan.md`
- `a11y-notes.md`

## Related skills
- browser-testing-suite
- code-generation-architect

## Super Alignment Contract
- Scalable oversight method: process supervision + human+AI critique before high-blast actions
- Corrigibility guarantees: shutdown, steerability, non-deception; operator may abort mid-run
- Value model: Partnership Agreement + 5 Behavioral Protocols
- Drift detection: flag invented evidence, skipped verification, or revenue-over-truth optimization
- Red-team surface: prompt injection via retrieved content, tool-result poisoning, goal misgeneralizati

…(remainder sealed after x402 unlock)…