Design e Frontend

Embeddings ESM2, predição de estrutura ESMFold, pontuação de mutação zero-shot e design de proteínas.

Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling, designing APIs, or improving application reliability.

Use when the user wants to set up, install, authenticate, or configure the Zilliz Cloud CLI and cluster context for the first time (one-shot onboarding).

Scaffolds the filesystem structure for a new agent skill: creates the directory layout, writes a starter SKILL.md, generates evals/evals.json, references/, scripts/, and assets/ as needed, and runs a discovery interview to capture name, purpose, and trigger phrases before writing any files. Use when the user says "create a new skill", "scaffold a skill", "generate a skill", "new skill setup", or "

Multi-channel demand generation strategy builder that designs the full pipeline from awareness to hand-raise with channel scoring and budget allocation. Use when: demand generation, demand gen strategy, lead generation, pipeline strategy, marketing channels, how do we generate demand, channel strategy.

Realiza engenharia reversa e analisa uma funcionalidade específica no código-fonte do Claude Code. Utilize quando o usuário deseja entender o funcionamento interno de um recurso do Claude Code ou quando solicitado a analisar seus componentes internos.

Professional Python development skill covering modern Python 3.10+, FastAPI, Django, Flask, async programming, data processing, and best practices. Use this skill when developing Python web applications, building FastAPI/Django projects, implementing async programming, or need guidance on Python architecture design and performance optimization.

Use when checking if .forge/ artifacts are stale after a change to requirements, architecture, or any upstream artifact. Use before running /build, /review, or /ship to confirm the artifact chain is consistent. Use when the user says "is anything out of date" or "what needs to be regenerated".

A visual & functional crawler operation utilizing Chrome DevTools Protocol (CDP) or Playwright/Puppeteer to audit prototype UI/UX and behavior.

Use this skill when the user runs /suspend or asks to pause, disable, or temporarily turn off the SDLC workflow. Disables enforcement by snapshotting governance artifacts and switching the active marker to .suspended. Requires a stated reason. Hard-blocks if workflow is not currently enabled.

Use when building UI that ships to users, when reviewing for WCAG AA compliance, when adding keyboard navigation, when ensuring screen reader support, when auditing color contrast, or when preparing a UI surface for an EU or government customer.

Otimização de tokens pronta para produção reduz custos em 40-75% com poda de recuperação, cache inteligente e roteamento de modelos. Ideal para otimizar custos de API, latência ou gerenciar contextos longos, especialmente em pipelines RAG, sistemas de alto volume, conversas multi-turno ou quando o contexto excede 2K tokens.