Explorar skills

This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use for training region embeddings (Region2Vec, BEDspace), single-cell ATAC-seq analysis (scEmbed), building consensus peaks (universes), or any ML-based analysis of genomic regions. Applies to BED file collections, scATAC-seq data, chromatin accessibility datasets, and region-based genomic fe

Use ao aplicar princípios SOLID e arquitetura limpa em projetos Astro. Garante arquivos com menos de 100 linhas, src/interfaces/ para tipos, JSDoc em todas as exportações, estrutura de diretórios modular e aplicação do princípio DRY.

Phase 4: Add Framer Motion scroll reveals (IntersectionObserver), hover scale/opacity transitions, focus ring states, loading skeletons, glassmorphism blur layers, gradient orb backgrounds — all via modify_frontend.

Validate, format, and work with JSON configuration files

Use when asking about BigQuery-specific features, syntax, or capabilities including: STRUCT/ARRAY/UNNEST patterns, MERGE statements, BigQuery scripting (DECLARE, IF, LOOP, BEGIN/END), scheduled queries, remote functions, JSON functions, approximate aggregation (APPROX_COUNT_DISTINCT, HLL_COUNT), geography/GIS functions, BigQuery ML (CREATE MODEL), search indexes, vector search, or BI Engine. Trigg

Use when creating or reviewing Next.js 14+ App Router projects, file routes, layouts, server/client component boundaries, SSR/SSG/ISR, streaming, metadata, middleware, server actions, or Next-specific data fetching. For generic client React component architecture, apply the project's React conventions separately; Chinese triggers include Next.js, App Router.

Livewire 4 reactive components on Laravel 13 - wire:model, actions, events, Volt, Folio. Use when building reactive UI without JavaScript.

Reviews Spring Data JPA for N+1 queries, fetch strategies, projections, and Specifications. Use when user asks to "review JPA", "check for N+1", "JPA performance", "review my entities", "check fetch strategy", or "review my repositories".

Use quando você desenvolveu uma skill útil e deseja contribuí-la via pull request. Ele guia o processo de branching, commit, push e criação de PR para enviar skills ao repositório upstream.

Use when executing implementation plans with independent tasks in the current session - dispatches fresh subagent for each task with code review between tasks, enabling fast iteration with quality gates

Figma design analysis and implementation via Figma MCP. Parse Figma links, extract design specs, translate to code. Triggers: 'figma', 'design link', 'implement this design', 'design tokens'.

Production-tested integration patterns for connecting React frontends to Cloudflare Worker backends with Hono, Clerk authentication, and D1 databases. Prevents common frontend-backend connection issues, CORS errors, auth token failures, and race conditions. Use when: connecting frontend to backend, implementing auth flow, setting up API calls, troubleshooting CORS, fixing race conditions, auth tok