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Cria automaticamente changelogs para usuários a partir de commits Git, analisando o histórico de commits, categorizando mudanças e transformando commits técnicos em notas de lançamento claras e amigáveis ao cliente. Transforma horas de escrita manual de changelogs em minutos de geração automatizada.

Create portable bioinformatics pipelines with Workflow Description Language (WDL) using Cromwell or miniwdl execution engines. Use when running GATK best practices pipelines, working with Terra/AnVIL platforms, or building workflows for cloud execution on Google Cloud or AWS.

Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous graphs, molecular property prediction, for geometric deep learning.

Conduct comprehensive multi-dimensional research on any subject using coordinated AI research specialists

Pesquisar taxas de mercado, construir estratégia de negociação e criar roteiros de contraproposta.

Architecture Decision Records(ADR) 작성 + 기술 문서화 자동화. 아키텍처 결정을 구조화된 ADR로 기록하고, API 문서·README·기술 가이드를 생성. "ADR 작성", "아키텍처 결정 기록", "기술 문서화", "ADR" 요청에 실행. /adr로 실행.

Filter and select sequences by criteria (length, ID, GC content, patterns) using Biopython. Use when subsetting sequences, removing unwanted records, or selecting by specific criteria.

Create interface designs, wireframes, and design systems. Masters

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

Comprehensive guide for managing Cloudflare DNS with Azure integration. Use when configuring Cloudflare as authoritative DNS provider for Azure-hosted applications, managing DNS records via API, setting up API tokens, configuring proxy settings, troubleshooting DNS issues, implementing DNS security best practices, or integrating External-DNS with Cloudflare for Kubernetes workloads.

End-to-end eDNA metabarcoding from raw amplicons to community ecology. Covers QC, primer removal (mandatory before DADA2 filterAndTrim), denoising with OBITools3 v3 (obi stats plural; DMS-based) or DADA2 ASVs (Callahan 2017), decontam combined method as screening-not-classifier (Davis 2018), tag-jumping with NovaSeq 10x MiSeq caveat (Schnell 2015), Hill-number effective species counts with coverag

Gere imagens e vídeos usando modelos de IA da fal.ai.