Explorar skills

Avoid unnecessary useRef in React. Prefer HTML standard features, declarative libraries, state, or custom hooks. Use when writing or reviewing React components.

Use when designing REST endpoints, defining error envelopes, setting a versioning or deprecation policy, choosing pagination shape, adding idempotency to mutations, reviewing API contracts, or when two services need a stable interface between them.

A Tipagem HLA identifica alelos de antígenos leucocitários humanos, cruciais para a apresentação de antígenos e o início das respostas imunes.

Review research code for reproducibility and quality, extract the paper's main empirical claims, compare paper to code, and write a constructive markdown report. Designed for quantitative marketing / economics projects with LaTeX papers and R or Python code.

Use this skill during Phase 7 after a successful deployment to generate or update monitoring, logging, alerting, and observability artifacts that catch exceptions and issues in the deployed code. Produces platform-neutral scripts when no observability platform is configured, and integrates with Grafana/Datadog/CloudWatch via MCP when configured. Trigger after deploy, or when the user says "add mon

Infrastructure management orchestrator for CI/CD pipelines, deployments, and cloud services. Routes to specialized subagents for GitHub, Cloudflare, Railway, and Stripe. Handles pipeline analysis, deployment coordination, troubleshooting, and secret management. Trigger keywords: devops, deploy, infrastructure, GitHub Actions, Cloudflare, Railway, Stripe, CI/CD, secrets, workflow.

Interactively prepares a targeted Red Team Review package. It conducts a brief discovery interview to determine the threat model, generates a strict security auditor prompt, compiles a manifest of relevant project files, and bundles them into a single Markdown artifact or ZIP archive ready for an external LLM (like Grok, ChatGPT, or Gemini) or a human reviewer.

(Industry standard: Review and Critique Pattern) Primary Use Case: Iterative generation paired with adversarial review, continuing until an 'Approved' verdict is reached. Orchestrated adversarial review loop. Use when: research, designs, architectures, or decisions need to be reviewed by red team agents (human, browser, or CLI). Iterates in rounds of research → bundle → review → feedback until app

Guidelines for shell commands. Avoid `cat`, `find`, `grep`, `head`, and `tail`; prohibit `rm` (use `trash` instead). Use when invoking shell commands via Bash.

Arquitetura Enformer para predição regulatória a partir de DNA, mutagênese in silico (ISM) e priorização de variantes.

Digestão de restrição in silico, detecção de extremidades compatíveis, design de primers (modelos de Tm) e simulação de gel.

Use when the user wants to "model a problem", "translate to math", "formalize a problem", "mathematical modeling", "how to model this", "set up the math", "define the problem", "what kind of problem is this", or discusses translating real-world problems into formal mathematical structures. Covers any computational domain — discrete, continuous, statistical, or hybrid.