AI Agent Workflow Collection

Design rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.

Create accessibility testing plans covering assistive technologies and WCAG criteria.

Apply the Aesthetic-Usability Effect — visually consistent, polished interfaces are perceived as more usable.

Organize qualitative research data into an affinity diagram with themes, clusters, and insight statements. Use when synthesizing large amounts of qualitative data from interviews, observations, or surveys.

Design click/first-click tests to evaluate navigation and information findability.

Write a detailed component specification including props, states, variants, accessibility requirements, and usage guidelines.

Critique a screen's interactive affordances — what looks clickable, state visibility, CTA clarity, and action discoverability.

Critique a screen's colour usage — contrast ratios, palette coherence, semantic meaning, and colour accessibility.

Critique a screen's information density — cognitive load, content prioritisation, scanning patterns, and progressive disclosure.

Critique a screen's typography — scale usage, readability, consistency, and token compliance.

Critique a screen's visual hierarchy — entry point, eye flow, weight distribution, and emphasis.

Design effective dark mode interfaces with proper color adaptation, contrast, and elevation.

Identify, categorize, and prioritize accumulated design inconsistencies and structural problems across a product.

Communicate design's contribution to business and user outcomes in terms that resonate with stakeholders.

Advocate for design quality, scope, and time with cross-functional partners and leadership using evidence and shared goals.

Write clear design rationale connecting decisions to user needs, business goals, and principles.

Establish design review gates with criteria, checklists, and approval workflows.

Plan and facilitate design sprints from challenge framing through prototype testing.

Create adoption strategies and materials to drive design system usage across teams.

Define and organize design tokens (color, spacing, typography, elevation) with naming conventions and usage guidance.

Design a diary study plan with prompts, duration, participant criteria, and analysis framework. Use when you need to understand user behavior over time in natural contexts.

Generate structured documentation templates for components, patterns, or guidelines within a design system.

Apply the Doherty Threshold — keep system response times under 400ms to maintain user flow and perceived performance.

Build a 4-quadrant empathy map (Says, Thinks, Does, Feels) to synthesize user research into actionable insights. Use when you need to quickly capture and share user understanding across the team.