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.
curl -O https://raw.githubusercontent.com/dev-lou/PixelPilot/main/vscode/.github/instructions/uiux-biometric-auth.instructions.mdgit 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-biometric-auth)<a href="https://agentmods.dev/instructions/dev-lou/pixelpilot/uiux-biometric-auth"><img src="https://agentmods.dev/badge/instructions/dev-lou/pixelpilot/uiux-biometric-auth/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.
<a href="https://agentmods.dev/instructions/dev-lou/pixelpilot/uiux-biometric-auth"><img src="https://agentmods.dev/badge/instructions/dev-lou/pixelpilot/uiux-biometric-auth.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.04663 | $0.04663 |
| Opus 5.5 | $0.01865 | $0.01865 |
| Sonnet 5.5 | $0.00933 | $0.00933 |
| Haiku 4.5 | $0.00466 | $0.00466 |
Grade B, and why
PixelPilot uiux-biometric-auth.instructions.md scanned grade B with 1 finding 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.
Asks the agent to reveal its instructionsmediumSystem prompt leakage
Directions to print, repeat or translate the system prompt extract configuration the operator did not intend to expose.
// Show prompt after 3rd password login, if no passkey How it starts
The opening of the file, as written. The whole thing — 748 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Biometric Authentication UI
Passwords are dying. This file covers WebAuthn/passkeys, biometric prompts, passwordless flows, and how to design authentication that's both more secure AND easier to use than passwords.
CRITICAL RULES
- Always provide fallback — Not all devices support biometrics.
- Explain benefits — Users need to understand why passkeys are better.
- Don't force — Offer passkeys, don't mandate them.
- Clear error states — Biometric failures need specific guidance.
- Cross-device — Handle device-specific UI gracefully.
WEBAUTHN BASICS
Support Detection
// webauthn.ts
export async function checkWebAuthnSupport(): Promise<{
available: boolean;
platformAuth: boolean; // Built-in (fingerprint, Face ID)
crossPlatform: boolean; // Security keys
}> {
if (!window.PublicKeyCredential) {
return { available: false, platformAuth: false, crossPlatform: false };
}
const available = true;
// Check for platform authenticator (Touch ID, Face ID, Windows Hello)
let platformAuth = false;
try {
platformAuth = await PublicKeyCredential.isUserVerifyingPlatformAuthenticatorAvailable();
} catch {}
// Check for conditional mediation (autofill passkeys)
let conditionalMediation = false;
try {
conditionalMediation = await PublicKeyCredential.isConditionalMediationAvailable?.() ?? false;
} catch {}
return {
available,
platformAuth,
crossPlatform: true, // Security keys always available if WebAuthn is
};
}
Registration Flow
// passkeyRegistration.ts
export async function registerPasskey(
username: string,
displayName: string
): Promise<{ success: boolean; error?: string }> {
try {
// Get challenge from server
const options = await fetch('/api/webauthn/register-options', {
method: 'POST',
body: JSON.stringify({ username }),
}).then(r => r.json());
// Create credential
const credential = await navigator.credentials.create({
publicKey: {
...options,
challenge: base64ToBuffer(options.challenge),
user: {
...options.user,
id: base64ToBuffer(options.user.id),
},
},
}) as PublicKeyCredential;
// Send to server for verification
const response = await fetch('/api/webauthn/register-verify', {
method: 'POST',
body: JSON.stringify({
id: credential.id,
rawId: bufferToBase64(credential.rawId),
response: {
clientDataJSON: bufferToBase64(credential.response.clientDataJSON),
attestationObject: bufferToBase64(
(credential.response as AuthenticatorAttestationResponse).attestationObject
),
},
type: credential.type,
}),
});
if (!response.ok) {
throw new Error('Registration failed');
}
return { success: true };
} catch (error: any) {
return {
success: false,
error: getReadableError(error),
};
}
}
function getReadableError(error: Error): string {
if (error.name === 'NotAllowedError') {
return 'Registration was cancelled or timed out. Please try again.';
}
if (error.name === 'InvalidStateError') {
return 'A passkey for this account already exists on this device.';
}
if (error.name === 'NotSupportedError') {
return 'Your device doesn\'t support passkeys. Please use a password instead.';
}
return 'Something went wrong. Please try again or use a password.';
}
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.
- 2mo ago First seen · 748 lines · 4,663 tokens per session scan B 7fea3d946dd9
PixelPilot uiux-biometric-auth.instructions.md is an instructions file published in the GitHub repository dev-lou/PixelPilot (2 stars, last pushed 7mo ago), licensed MIT. It adds 4,663 tokens to every session, about $0.0187 per session on Opus 5.5. A static security scan graded it B with 1 finding (asks the agent to reveal its instructions). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
PixelPilot uiux-biometric-auth.instructions.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| PixelPilot uiux-biometric-auth.instructions.mddev-lou/PixelPilot | Instructions file | 2 | 7mo ago | MIT | B | 4,663 | GitHub Copilot |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
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| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |