Use when a frontend or Design/UI task needs quality checks for accessibility, performance, theming, responsive behavior, visual…
Use when a Design/UI task asks to make a safe, bland, flat, or generic interface more distinctive, energetic, memorable, or high-impact…
Use before VI production to research visual benchmarks, choose a brand direction, avoid similarity risk, or define reusable brand sources…
Use when a Design/UI or product task needs clearer UX copy, labels, microcopy, empty states, errors, instructions, or onboarding text…
Use when a Design/UI task needs stronger color direction, palette repair, theme differentiation, contrast tuning, or visual interest…
Use when the user asks for UX/UI critique, design review, visual hierarchy assessment, interaction feedback, or actionable…
Use when a Design/UI task needs tasteful personality, memorable details, playful moments, celebration states, easter eggs, or emotional…
Use when a Design/UI task needs simplification, clutter reduction, clearer hierarchy, removal of unnecessary UI, or a more focused minimal…
Use when a frontend task needs production hardening for error handling, empty states, onboarding flows, i18n, text overflow, or edge-case…
Launch and operate the Playwright MCP server to let agents browse real websites (login, search, checkout, dashboards) through structured…
Best practices for Stripe payment integration.
Analyzes DWARF debug information in compiled binaries.
Audit developer experience (DX/UX) of a library or tool across four surfaces — CLI, programmatic library/API, server/service, and GitHub…
Configuring Dynamic Client Registration (DCR) in Duende IdentityServer: endpoint setup, authorization policies, custom validation with…
Implement dynamic resolution scaling for React Three Fiber / Three.js by adjusting DPR based on measured FPS.
Internal command support for dynamic Rust crate skill management.
Assembles and manages a customized team of specialized AI agents to handle complex, multi-domain tasks through a structured lifecycle.
Design task-local harnesses, eval gates, and reusable skill extraction for Claude dynamic workflow mode and other adaptive agent harnesses.
Expert skill for modal analysis, frequency response, and vibration characterization of mechanical systems
Start or patch Dynamo router modes and run router endpoint smoke checks.
When to activate: DynamoDB, single table design, GSI, LSI, DynamoDB streams, DAX, capacity, AWS NoSQL