PixelPilot: Instructions file for GitHub Copilot

vscode/.github/instructions/uiux-anti-dark-patterns.instructions.md

PixelPilot uiux-anti-dark-patterns.instructions.md is an instructions file for GitHub Copilot from dev-lou/PixelPilot. It costs 3,180 tokens per session, scanned A, original, MIT.

Guidelines for designing user interfaces without deceptive or manipulative choices, often called dark patterns. They cover clear costs, consequences, equal treatment, and easy opt-outs.

In plain words
What is it for?
Use them when designing buttons, subscriptions, pricing, confirmations, and unsubscribe or rejection flows.
Why use it?
They help prevent interfaces that pressure people, hide important information, or make unwanted actions difficult to undo.

Instructions file for GitHub Copilot

Written for GitHub Copilot: a Copilot instructions file. Also seen: positional $N argument.

This is dev-lou/PixelPilot's own configuration. It tells GitHub Copilot how to work on PixelPilot itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything PixelPilot configures →

Reuse

Borrowing it

Nothing to install: this file belongs to dev-lou/PixelPilot. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/dev-lou/PixelPilot/main/vscode/.github/instructions/uiux-anti-dark-patterns.instructions.md
Clone the repo
git clone --depth 1 https://github.com/dev-lou/PixelPilot

Made for: GitHub Copilot.

Wrote 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.

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README.md
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Your own site
<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/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for PixelPilot uiux-anti-dark-patterns.instructions.md

Your own site · 80×15
<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="Reviewed on agentmods" width="80" height="20"></a>
Per session 3,180 This file is loaded in full into every session.
When invoked 3,180 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.03180 $0.03180
Opus 5.5 $0.01272 $0.01272
Sonnet 5.5 $0.00636 $0.00636
Haiku 4.5 $0.00318 $0.00318

Measured 2mo ago against content hash cbe446818c53, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

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 2mo 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.

vscode/.github/instructions/uiux-anti-dark-patterns.instructions.md · 522 lines

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

  1. Respect user intent — Make it easy to do what users came to do.
  2. No deception — Never mislead about costs, commitments, or consequences.
  3. Equal treatment — Unsubscribe should be as easy as subscribe.
  4. Clear consequences — Users should understand what will happen.
  5. 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>
  );
}

Read the full file on GitHub · 522 lines

Changes

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.

  1. 2mo ago First seen · 522 lines · 3,180 tokens per session scan A cbe446818c53

Subscribe to this mod's changes

PixelPilot uiux-anti-dark-patterns.instructions.md is an instructions file published in the GitHub repository dev-lou/PixelPilot (2 stars, last pushed 7mo ago), licensed MIT. It adds 3,180 tokens to every session, about $0.0127 per session on Opus 5.5. 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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