Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/dev-lou/pixelpilot/uiux-anti-dark-patternsgit clone --depth 1 https://github.com/dev-lou/PixelPilotWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/dev-lou/pixelpilot/uiux-anti-dark-patterns)<a href="https://agentmods.dev/instructions/dev-lou/pixelpilot/uiux-anti-dark-patterns"><img src="https://agentmods.dev/badge/instructions/dev-lou/pixelpilot/uiux-anti-dark-patterns.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.03180 | $0.03180 |
| Opus 5 | $0.01590 | $0.01590 |
| Sonnet 5 | $0.00636 | $0.00636 |
| Haiku 4.5 | $0.00318 | $0.00318 |
Grade A, and why
PixelPilot uiux-anti-dark-patterns.instructions.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 522 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Anti-Dark Patterns
Dark patterns manipulate users into actions they didn't intend. This file defines what to avoid and how to design ethically. Because trust is the most valuable conversion metric.
CRITICAL RULES
- Respect user intent — Make it easy to do what users came to do.
- No deception — Never mislead about costs, commitments, or consequences.
- Equal treatment — Unsubscribe should be as easy as subscribe.
- Clear consequences — Users should understand what will happen.
- No manipulation — Avoid exploiting cognitive biases.
THE DARK PATTERNS CATALOG
These are banned in ethical UI design:
1. Confirmshaming
Guilt-tripping users into an action.
❌ "No thanks, I don't want to save money"
❌ "I'll stay uninformed"
❌ "No, I hate discounts"
✅ "No thanks"
✅ "Maybe later"
✅ "Skip"
// Bad
<button>Yes, sign me up!</button>
<button className="text-muted text-sm">
No thanks, I prefer to miss out on exclusive deals and stay uninformed
</button>
// Good
<button>Subscribe to newsletter</button>
<button>No thanks</button>
2. Trick Questions
Confusing double negatives or misleading wording.
❌ "Uncheck this box if you prefer not to not receive emails"
❌ "Check to opt out of promotional communications"
✅ "Send me promotional emails" (unchecked by default)
✅ "I'd like to receive updates" (clear, simple)
3. Hidden Costs
Revealing fees late in checkout.
❌ Showing "$29.99" then adding "$4.99 handling" + "$2.99 service fee" at checkout
✅ Show total price upfront
✅ Break down costs clearly from the start
✅ "Price includes all fees"
// Transparent pricing component
function PriceBreakdown({ subtotal, shipping, tax, total }: PriceBreakdownProps) {
return (
<div className="price-breakdown">
<div className="price-breakdown__row">
<span>Subtotal</span>
<span>${subtotal.toFixed(2)}</span>
</div>
<div className="price-breakdown__row">
<span>Shipping</span>
<span>{shipping === 0 ? 'Free' : `$${shipping.toFixed(2)}`}</span>
</div>
<div className="price-breakdown__row">
<span>Tax</span>
<span>${tax.toFixed(2)}</span>
</div>
<div className="price-breakdown__row price-breakdown__row--total">
<span>Total</span>
<span>${total.toFixed(2)}</span>
</div>
<p className="price-breakdown__note">
No hidden fees. This is your final price.
</p>
</div>
);
}
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 3d ago First seen · 522 lines · 3,180 tokens per session scan A cbe446818c53
PixelPilot uiux-anti-dark-patterns.instructions.md is an instructions file published in the GitHub repository dev-lou/PixelPilot (2 stars, last pushed 5mo ago), licensed MIT. It adds 3,180 tokens to every session, about $0.0159 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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