intent

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

Updated Aug 20, 2026
One-click install
npx skills add https://github.com/ishfuseini/usecase-gen --skill intent-ishfuseini
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: intent
Source: https://github.com/ishfuseini/usecase-gen/tree/main/agent/skills/intent
Command: npx skills add https://github.com/ishfuseini/usecase-gen --skill intent-ishfuseini

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 build on unexamined 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 metrics), 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, default manipulation, urgency fabrication, addictive design, AI-specific patterns, and more) with regulatory context for GDPR, FTC, COPPA, CPRA, and the EU DSA. - Reference knowledge base: In-depth references on accessibility (WCAG 2.2, screen readers, keyboard navigation), content strategy (voice frameworks, tone matrices, microcopy), ethical design (remediation guides, consent patterns), and information architecture (navigation patterns, taxonomy, card sorting). - 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 prechecked consent, then route to the appropriate specialized skill for the redesign work. ## Quick Start Invoke the intent skill and describe what you are designing and for whom so it can establish project context and route your work.

Frequently Asked Questions about intent

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

FAQPage Schema
How do I identify dark patterns in an existing product?

Use extract mode to systematically inventory the product's patterns, then check findings against the anti-pattern catalog covering deceptive patterns, default manipulation, urgency fabrication, and AI-specific patterns. Each pattern carries a severity rating from Low to Critical with regulatory context.

What is a UX context document and why create one?

A project context document records users, business model, constraints, ethical stance, and success metrics before design work begins. It prevents downstream skills from framing problems inconsistently or producing copy that contradicts the stated ethical position.

When should I not use a 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. Rigor is valuable only when it is the scarce resource.

Does the anti-pattern catalog cover GDPR and FTC requirements?

Yes. The catalog maps patterns to GDPR consent and data minimization rules, FTC enforcement actions and the click-to-cancel rule, COPPA child protections, California CPRA symmetry requirements, and the EU Digital Services Act dark pattern prohibition.

How do I run a card sort to validate information architecture?

Select 30-60 representative content items, have participants group them freely in an open sort or into predefined categories in a closed sort, then analyze the similarity matrix for natural groupings. Follow with a tree test measuring success rate, directness, and first-click accuracy.