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Provides expertise for analyzing DWARF debug files and understanding the DWARF debug format/standard (v3-v5). Triggers when understanding DWARF information, interacting with DWARF files, answering DWARF-related questions, or working with code that parses DWARF data.

Aplica as cores e tipografia oficiais da marca Anthropic a qualquer artefato que possa se beneficiar da sua identidade visual. Use-o quando cores da marca, diretrizes de estilo, formatação visual ou padrões de design da empresa forem aplicáveis.

Use when user specfically says 'plan harder'.

全球最大的 Claude Code 技能聚合库 · 收录 3900+ 来自 12+ 来源的技能，提供在线搜索与趋势分析看板 / The world's largest Claude Code skill aggregation hub — 3900+ skills from 12+ sources with online search and trend dashboard

World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B testing, time series, and business intelligence. Includes experiment design, feature engineering, model evaluation, and stakeholder communication. Use when designing experiments, building predictive m

Skill para gerenciar prioridades de provedores de modelos com autenticação (OAuth/Assinatura/API), limites de uso e fallback automático entre todos os principais provedores de IA.

Estimates circulating tumor DNA fraction from shallow whole-genome sequencing using ichorCNA. Detects copy number alterations via HMM segmentation and calculates ctDNA percentage. Requires 0.1-1x sWGS coverage. Use when quantifying tumor burden from liquid biopsy or monitoring treatment response.

Revisão de código das alterações atuais do git, comparação com o plano relacionado se existir, identificação de engenharia ruim, superengenharia ou soluções subótimas. Usar quando o usuário solicitar a revisão de alterações, verificar o git diff, validar a qualidade da implementação ou avaliar as mudanças no código.

Predicts client renewal likelihood based on health score signals. Analyzes engagement, support, adoption, satisfaction, billing, stakeholder, and usage data to calculate a weighted Health Score (0-100), classify renewal risk, and generate a prioritized action plan with early warning signals and recommended save plays.

Cloud CLI patterns for GCP and AWS. Use when running bq queries, gcloud commands, aws commands, or making decisions about cloud services. Covers BigQuery cost optimization and operational best practices.

SDK de Ingestão do Azure Monitor para Java que permite enviar logs personalizados ao Azure Monitor via Regras de Coleta de Dados (DCR) e Pontos de Extremidade de Coleta de Dados (DCE).

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation