trust-audit

Analyze product trust signals for permissions, privacy, billing, and silent failures.

3|Updated Mar 27, 2026
One-click install
npx skills add https://github.com/carlkibler/agent-skills --skill trust-audit
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: trust-audit
Source: https://github.com/carlkibler/agent-skills/tree/main/skills/trust-audit
Command: npx skills add https://github.com/carlkibler/agent-skills --skill trust-audit

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps evaluate whether a product or feature feels trustworthy or unsafe by analyzing permissions, privacy, billing, and silent failure signals.

Core Features & Use Cases

  • Trust Surface Analysis: Reviews permissions, data flow, file mutations, billing, and degraded states to detect trust issues.
  • Risk Identification: Generates concrete trust risks with explanations, severity, and repair suggestions to improve user confidence.
  • Use Case: Ideal for product teams conducting pre-launch trust assessments or privacy reviews by pointing out potential issues that affect user perception.

Quick Start

Use the trust-audit skill to analyze a new feature for potential trust problems and receive actionable insights.

Frequently Asked Questions about trust-audit

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I assess product trustworthiness before a feature launch?

Assess product trustworthiness by analyzing trust signals related to permissions, data flow, and billing. This process detects perception risks and generates concrete repair suggestions to improve user confidence prior to launch.

What is a trust surface analysis in software development?

A trust surface analysis reviews permissions, file mutations, billing, and degraded states to detect trust issues. It identifies vulnerabilities in user perception, data handling, and fault tolerance to mitigate potential privacy risks.

How do I identify privacy and perception risks in my product?

Identify privacy and perception risks by evaluating silent failure signals and data handling practices. The audit generates concrete trust risks complete with severity ratings and actionable repair suggestions for software teams.

Can I use a trust audit for pre-launch privacy reviews?

Yes, you can use a trust audit for pre-launch privacy reviews. It is ideal for product teams conducting assessments, pointing out potential issues in file safety and user perception that affect overall confidence.

What is the best way to mitigate silent failure risks in software?

Mitigate silent failure risks by analyzing fault tolerance and degraded states within the product. This approach identifies specific vulnerabilities in user perception and generates repair suggestions to prevent unnoticed data loss.

When should I conduct a trust risk assessment for a new feature?

Conduct a trust risk assessment when developing new features that involve permissions, billing, or file mutations. It helps identify perception risks early and provides repair suggestions before the product reaches users.