Design e Frontend

Evidence-bound investigation producing a falsifiable architectural mental model of a code concept, pattern, term, or component in large legacy codebases. Use WHENEVER user asks WHAT/HOW/WHERE about code — /explain, "explain X", "what is X", "how does X work", "trace this concept across layers", "preflight before bug-fix", "build mental model", "architectural overview", "layer-by-layer explanation"

Use when user requests complex systems involving multiple modules or subsystems - like "build a XX system", "design XX architecture", or "implement XX with multiple features". Triggers to prevent over-engineering before validating core assumptions.

Estruturas de julgamento e expressões idiomáticas essenciais para scripts Fish shell e automação. Aborda quando usar Fish vs bash, requisitos de compatibilidade macOS/Fedora e padrões específicos do Fish para prevenir bugs, como anti-padrões de variáveis universais, funções wrapper e guardas interativos.

Group sequential design methods for interim analyses, alpha spending, and futility stopping. Use when designing trials with interim looks or implementing spending functions.

Map-reduce orchestration. Parallel mappers process input chunks independently, then a dedicated reducer merges all outputs.

Scaffolds production-ready legal page templates for a website: Privacy Policy, Terms of Service, Cookie Policy, Cookie Consent banner, Refund Policy, Contact / Imprint. Templates are clearly marked as a starting point — the user must customize and have a lawyer review before going live.

Run the full measurement suite defined in .claude/autoimprove/config.md and report the current codebase quality score (0-100). Use this to check your baseline before running the improve loop, or to spot-check at any time.

Orientação especializada para desenvolvimento Plone 6 e Volto. Abrange backend (Python, Dexterity, plone.restapi) e frontend (React, Volto, Blocks).

Generates textual or ASCII wireframes for screens, layouts, and information architecture. Pixel-free; focused on structure, hierarchy, and component placement. Output is reviewable in a PR diff and translates directly to component code.

Validate whether a product idea is worth building before committing engineering investment. Use when someone says "should we build this", "validate this idea", "discovery", "run an experiment", "test this hypothesis", "what are the risks", "is this worth building", "feasibility check", "prototype plan", or when a team has a shaped feature or product idea and needs to assess risks and design experi

Inherit memories from another workspace. Reads .claude/memory/ from a source path and imports its memories into the current workspace under .claude/memory/inherited/<source-name>/. Tagged with provenance so the user can tell where each came from.

GENESIS UI/UX Gold Standard é um sistema abrangente com 28 técnicas premiadas, 5 motores e 24 bancos de dados, focado em inteligência de design, execução criativa e micro-interações CSS-nativas. Ele incorpora uma filosofia de design Anti-Gravity e utiliza tecnologias como Spline 3D, Rive, Three.js e GSAP para animações avançadas.