DevOps e Infra

Train and deploy neural networks in distributed E2B sandboxes with Flow Nexus

Simulate high-stakes reasoning by modeling how top experts in the relevant domain would think, disagree, and converge on a decision. Use when users ask to role-play strongest minds, compare elite viewpoints, or ask: what would be a good group of people to explore X, and what would they say. Trigger for prompts like "think like world-class experts", "simulate top domain specialists", "role-play str

Generate project boilerplate, component templates, and framework scaffolding that follows existing codebase conventions. Use when the user says 'scaffold', 'generate boilerplate', 'create a new component', 'set up a new service', 'bootstrap', 'new module', 'add a new route', 'create a new endpoint', 'template for', 'stub out', or 'create a new page'. Also triggers on 'scaffolding', 'boilerplate',

Product changelog and release notes that users actually read. Covers categorization, user-facing language, visuals, and distribution. Use for: release notes, changelogs, product updates, feature announcements, versioning. Triggers: changelog, release notes, product update, version notes, what's new, feature announcement, product changelog, update log, release announcement, version release, product

AI-powered homologous recombination deficiency (HRD) analysis for PARP inhibitor response prediction using genomic scarring signatures and BRCA pathway assessment.

Aplicar as mudanças de modernização de analysis.md (produzido por java-modernization-review) para criar uma versão Java 21 do arquivo revisado. Executar somente após o usuário revisar e aprovar analysis.md.

Modo de comunicação ultracomprimido que reduz o uso de tokens em ~75% ao se expressar de forma simplificada, mantendo total precisão técnica.

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.

Avalia a economia de LLMs entre API e auto-hospedagem, e o ROI de fine-tuning, aproveitando o contexto do usuário, preços de GPU e API em tempo real, e rankings de qualidade para calcular VRAM, horas faturadas e CAPEX e assim tomar decisões ótimas.

Analyze genome collinearity and syntenic blocks using MCScanX, SyRI, and JCVI for comparative genomics. Detect conserved gene order, chromosomal rearrangements, and whole-genome duplications. Use when comparing genome structure between species or identifying conserved genomic regions.

Reverse-engineer existing codebases and produce architectural documentation with Mermaid diagrams (C4, sequence, ER, deployment). Use this skill whenever the user asks to document a codebase, explain how a system works, create architecture diagrams, build onboarding documentation, generate a system overview, map dependencies, or describe the design of an existing project. Also trigger when someone

Step-by-step cookbook for setting up cryptographically signed audit trails on Claude Code tool calls. Use when explaining, evaluating, or demonstrating the pattern before committing to the protect-mcp runtime hooks. Covers Cedar policy, Ed25519 receipts, offline verification, tamper detection, CI/CD integration, and SLSA composition.