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Call accessible chromatin regions from ATAC-seq BAM files using MACS3, MACS2, Genrich, or HMMRATAC. Use when identifying open chromatin from aligned ATAC-seq, choosing between point-source vs HMM peak callers, applying ENCODE-style pseudoreplicate IDR, removing blacklist regions, or fixing 501bp consensus peaks for downstream differential analysis.

When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn post,' 'Twitter thread,' 'social media,' 'content calendar,' 'social scheduling,' 'engagement,' or 'viral content.' This skill covers content creation, repurposing, and platform-specific strategies.

Engenheiro de software embarcado sênior especializado no desenvolvimento de firmware e drivers para microcontroladores ARM Cortex-M (Teensy, STM32, nRF52, SAMD). Décadas de experiência escrevendo código embarcado confiável, otimizado e de fácil manutenção, com profunda expertise em barreiras de memória, coerência DMA/cache, I/O baseado em interrupção e drivers de periféricos.

Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting them into logical folders. Turns hours of manual bookkeeping into minutes of automated organization.

Guia agentes no lançamento, execução, modelagem e captura de performances com o instrumento policoral Orthonotone MVP. Use ao gerar músicas, paisagens sonoras ou demonstrações ao vivo deste repositório.

SwiftUI architecture patterns, state management with @Observable, view composition, navigation, performance optimization, and modern iOS/macOS UI best practices.

MongoDB with Mongoose — schemas, models, aggregation pipelines, migrations, and Atlas connections. Use when designing collections, writing queries, or integrating MongoDB into Node.js/Next.js apps.

Guide for creating idempotent Supabase database migrations with RLS policies and workspace isolation

Edits and compiles very large Markdown research reports using surgical patches, structure JSON, and legal‑grade citation rules.

Perform AI-powered web searches with real-time information using Perplexity models via LiteLLM and OpenRouter. This skill should be used when conducting web searches for current information, finding recent scientific literature, getting grounded answers with source citations, or accessing information beyond the model's knowledge cutoff. Provides access to multiple Perplexity models including Sonar

Progressive delivery on Kubernetes — canary and blue-green deployments via Argo Rollouts, plus environment-to-environment promotion via Kargo. USE WHEN implementing canary releases, blue-green deployments, traffic shifting between revisions, metric-gated promotions, AnalysisTemplate/AnalysisRun design, Argo Rollouts CRDs, or Kargo freight/warehouse/stage promotion pipelines, multi-stage promotion

SDK do Azure Resource Manager para Observabilidade e Avaliação Arize AI (.NET). Use-o para gerenciar organizações Arize AI no Azure, criar/atualizar/excluir recursos Arize ou integrar a observabilidade de ML da Arize em aplicativos .NET.