The library

superdesign · Systemic design generation beats one-off mockups.

retro · Transcript-driven retrospectives beat memory-based summaries.

vyre-skill · When a coding agent needs design taste and consistent color/spacing tokens to avoid raw hex and generic UI.

rice · Product managers prioritizing features/projects when multiple initiatives compete for engineering capacity.

roadmap-communicator · Standardizing roadmap narratives across engineering, product, and customer audiences.

scene-blocking-and-staging · Planning camera moves, actor positions, and spatial composition for film or video.

swiss-design · When building apps that require modernist, grid-based, accessible UI with restrained color.

schema-markup · When implementing structured data to earn Google rich results or improve AI search visibility.

task-master-planner · When turning architecture docs into execution-ready task plans for orchestrators or team handoff.

slice-ninja · Bridging designer-to-developer handoff with pixel-perfect slices that actually scale responsively.

senior-data-scientist · Reproducible ML research where feature selection, experiment tracking, and cross-validation are non-negotiable.

ui-demo · Creating customer-facing UI demos when manual recording is error-prone

ui-ux-pro-max · Accelerating design decisions when consistency across 50 styles and multiple palettes matters

seo-auditor · Bulk documentation SEO improvement with preservation of high-performing existing pages.

setup · Setting up reproducible optimization experiments with clear metrics and success direction.

signup-flow-cro · Reducing signup dropoff and increasing free trial/freemium conversion without sacrificing required data collection.

vercel-react-view-transitions · Communicate spatial hierarchy in hierarchical navigation (list-to-detail patterns)

voice-ai-development · Build conversational agents or voice-first UIs without training custom models

watchos · Ship efficient watch-only or companion health/fitness apps

vpe-advisor · Scale engineering org structure and ownership without losing autonomy or quality

web-motion-library · Landing page hero sections and image grids with cursor-reactive or morphing background effects

spec-driven-workflow · Teams needing atomic, testable requirements and 1:1 traceability from spec to test to implementation.

sprint-health · Agile teams tracking sprint predictability and identifying velocity trends or blockers.

stripe-integration-expert · Complex multi-currency or subscription payment flows with compliance requirements.

cook · Turning detailed specs into working code with mandatory review gates between phases

diagram · Auto-generating reviewable architecture/data-flow/sequence diagrams for docs and PRs

excalidraw · Sketching architecture or process flows during brainstorms with minimal structure constraints

openbrand · Keeping all marketing and product materials aligned with a single brand voice and visual standard

rcode · Multi-week solo or small-team projects where session-to-session coherence and onboarding context are critical.

ui-design-system · Multi-product design teams that need single-source-of-truth for components, tokens, and interaction specs.

user-story · Agile teams that need structured, testable requirements before a story goes to development.

jira · Agile teams that need programmatic Jira updates (auto-close resolved issues, bulk field update, cross-project linking).

ux-researcher-designer · Product teams where user research must directly inform and validate design before engineering investment.

omnimedia · Processing audio/video/images with Gemini or generating images via Codex when you need multimodal analysis with auto-cascade on rate limit.

open-design · Mocking up web artifacts in single self-contained HTML when you want instant browser preview with no build step or external resources.

concept-forge · Choosing a 1-day spike experiment after brainstorming when you have 4-6 options and need objective ranking by impact, delight, or effort.

plan-audit · Catching gaps and codebase drift in a plan when stakes warrant independent verification beyond same-context red-teaming with clean-context subagent.

plan · Converting a decided design into concrete phased implementation with file changes and success criteria when you have architecture but need execution steps.

research · Technology selection and architecture decisions requiring rigorous tradeoff analysis.

scenario · Pre-implementation risk discovery and comprehensive QA test planning.

security · Threat-modeled vulnerability discovery using attacker personas and STRIDE.

text-diagram · Converting natural descriptions into maintainable visual diagrams.

enhancing-progressively · When layout or styling can be achieved without JS, reducing bundle size and runtime complexity.

ab-testing · When designing statistically valid experiments with pre-committed sample sizes and rigor.

vue · When building Vue.js applications with consistent patterns and type safety.

competitor-profiling · Superior when you need structured, fact-based competitive intelligence aggregated from site content, SEO, and reviews.

customer-research · Essential for extracting signal from customer interviews, reviews, and communities to ground product decisions.

launch · Provides functionality not available in generic alternatives.

pricing · Capturing value and driving growth when you need to structure tiered pricing that aligns with customer willingness to pay.

sdk-docs-auditor · Keeping SDK docs fresh when your API surface changes and docs drift from implementation.