Design e Frontend

Otimize o desempenho de aplicações de ponta a ponta com profiling, observabilidade e ajuste de backend/frontend. Use ao coordenar a otimização de desempenho em toda a pilha.

Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis.

GRN inference from expression via GRNBoost2 (gradient boosting) or GENIE3 (Random Forest). Load matrix, filter by TFs, infer TF-target-importance links, save network. Dask-parallelized to single-cell scale. Core SCENIC component.

Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.

Turborepo monorepo build system guidance. Triggers on: turbo.json, task pipelines, dependsOn, caching, remote cache, the "turbo" CLI, --filter, --affected, CI optimization, environment variables, internal packages, monorepo structure/best practices, and boundaries. Use when user: configures tasks/workflows/pipelines, creates packages, sets up monorepo, shares code between apps, runs changed/affect

Teaches agents to iteratively build websites using Stitch with an autonomous baton-passing loop pattern

Apple Human Interface Guidelines design foundations. Use when users ask about HIG colors, typography, SF Symbols, dark mode, accessibility, app icons, layout, materials, motion, privacy, RTL support, or inclusive design.

Implementar padrões de design de API seguros, incluindo autenticação, autorização, validação de entrada, limitação de taxa e proteção contra vulnerabilidades comuns de API.

Use when deploying Next.js applications to Vercel. Triggers for: vercel.json configuration, build optimization, environment variable setup, custom domain configuration, API proxy setup, or deployment troubleshooting. NOT for: backend-only deployments, non-Vercel hosting, or local development setup.

This skill should be used when the user asks to \"create bash scripts\", \"automate Linux tasks\", \"monitor system resources\", \"backup files\", \"manage users\", or \"write production she...

Implement Split-Panel Combat UI (Pattern A) for SHINOBI WAY game. Use when user wants to create the horizontal confrontation combat layout, character panels, action dock, phase header, VS divider, or any component from the Pattern A combat UI system. Guides through component creation following the established architecture.

Implement modern responsive layouts using container queries, fluid typography, CSS Grid, and mobile-first breakpoint strategies. Use when building adaptive interfaces, implementing fluid layouts, or creating component-level responsive behavior.