intent

Guides UX design decisions through context gathering, skill routing, and anti-pattern detection.

Updated Aug 26, 2026
One-click install
npx skills add https://github.com/danieliudi/trackforge-os --skill intent-danieliudi
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: intent
Source: https://github.com/danieliudi/trackforge-os/tree/main/.cursor/skills/intent
Command: npx skills add https://github.com/danieliudi/trackforge-os --skill intent-danieliudi

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Design work often ships without a visible reason behind it — products pass usability checks yet feel hollow, manipulative patterns slip into interfaces, and teams make decisions from unstated assumptions. Intent makes the reasoning behind every UX decision explicit, testable, and traceable from strategy through implementation. ## Core Features & Use Cases - Three operating modes: context mode builds a project context document (users, constraints, ethical stance, success criteria), practice mode routes work to 15 specialized design skills, and extract mode produces a UX pattern inventory from an existing product. - Anti-pattern catalog: A severity-rated catalog of dark patterns across 10 categories (deceptive patterns, prechecked consent, fabricated urgency, addictive design, AI-specific manipulation, and more) with regulatory context for GDPR, FTC, COPPA, CPRA, and the EU DSA. - Reference knowledge base: In-depth guides on WCAG 2.2 accessibility, content strategy and voice frameworks, ethical design remediation, and information architecture. - Use Case: Before redesigning a checkout flow, invoke Intent to establish user and business context, audit the current flow against the anti-pattern catalog for hidden costs or confirmshaming, then route to the appropriate specialized skill for the redesign work. ## Quick Start Ask the assistant to start an Intent context session for your product, describing who your users are and what you are designing.

Frequently Asked Questions about intent

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

FAQPage Schema
How do I start a UX design project with a structured context-gathering process?

Use Intent's context mode, which gathers required information about users, product, constraints, and ethical stance before any design work begins. It produces a project context document that downstream design skills reference, and it flags assumptions explicitly when information is missing.

How do I audit a product for dark patterns and manipulative design?

Use Intent's extract mode, which systematically identifies patterns in an existing product and checks them against a 10-category anti-pattern catalog with severity ratings. The output is a UX pattern inventory covering what works, what fails, and what is manipulative.

What dark patterns are illegal under GDPR, FTC, or the EU Digital Services Act?

Prechecked consent boxes violate GDPR Article 7, asymmetric cancellation flows violate the FTC click-to-cancel rule, and interfaces that deceive or manipulate users are prohibited under DSA Article 25. The skill's references map each pattern to its regulatory exposure.

When should I not use a full UX strategy framework?

Skip it for localized tweaks within an established system, purely technical work with no user-facing change, time-critical hotfixes, or when the user has explicit expertise and a specific ask. The skill defines these boundaries in its When NOT to use section.

Does this skill replace user research or visual design tools?

No. It is a thinking and routing system for UX reasoning, not a visual design system, component library, or substitute for primary user research. It emphasizes evidence over intuition and directs teams to validate assumptions with real users.