Explorar skills

Python configuration management via environment variables and typed settings. Use when externalizing config, setting up pydantic-settings, managing secrets, or implementing environment-specific behavior.

You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based practices. Design SLO frameworks, define SLIs, and build monitoring that balances reliability with delivery velocity.

Deep generative models for single-cell omics. Use when you need probabilistic batch correction (scVI), transfer learning, differential expression with uncertainty, or multi-modal integration (TOTALVI, MultiVI). Best for advanced modeling, batch effects, multimodal data. For standard analysis pipelines use scanpy.

Use when starting experiments, planning features with hypothesis-first approach, checking experiment status, logging observations, or wrapping up trials. Triggers: start an experiment, new trial, begin experiment, what experiments are running, check experiment status, wrap up the experiment, log observation, experiment verdict, plan a feature, explore an idea, /lab-notes.

Annotate CLIP-seq binding sites to genomic features including 3'UTR, 5'UTR, CDS, introns, and ncRNAs. Use when characterizing where an RBP binds in transcripts.

Publish local test projects, use cases, test cases, and test scripts to Muggle AI cloud. Use when the user asks to publish, upload, sync to cloud, or deploy tests to production. Handles authentication, URL inheritance for production, and cloud ID mapping.

Habilidades de agente para publicar artefatos de engenharia no uselink — resumos de repositórios, digests de PR, changelogs, documentação de API, guias de integração, relatórios e especificações. Cada habilidade coleta dados, gera HTML e publica via CLI do uselink.

Validate that input meets prerequisites based on the user's saved standards for the project type. Use at the start of any quality pipeline to ensure the user has provided sufficient requirements.

Implemente comunicação orientada a eventos usando BlueprintEventBus para coordenação entre módulos. Esta skill permite que módulos se comuniquem sem acoplamento forte, transmitindo eventos de domínio e implementando fluxos de trabalho orientados a eventos, garantindo que os eventos sigam convenções de nomenclatura como [módulo].[ação].

Gerenciador de Contas para Agentes de Codificação, permitindo troca de contas em menos de 100ms para CLIs de codificação de IA com assinaturas de custo fixo.

O SDK de Tradução de Documentos do Azure AI permite a tradução em lote de documentos com preservação de formato. Ele é usado para traduzir Word, PDF, Excel, PowerPoint e outros formatos em escala.

Workflow from differential expression results to functional enrichment analysis. Covers GO, KEGG, Reactome enrichment with clusterProfiler and visualization. Use when taking DE results to pathway enrichment.