Biblioteca de prompts para designers
Prompts que uso de verdade no fluxo de design com IA, organizados por etapa, com filtro por palavra e botão de copiar.
Curadoria pessoal de prompts pra designer trabalhando com IA. Cada um traz o que resolve, a fonte e a credibilidade dela. Tem filtro por etapa, busca por palavra e botão de copiar em todos os blocos.
A regra de inclusão é simples: ou eu usei e funcionou, ou a fonte é canônica (docs Anthropic, Vercel) o suficiente pra eu confiar de primeira. Sem prompt genérico do tipo "use IA pra brainstorm".
Verificado em 1 de maio de 2026. Reviso a cada 6 semanas.
Mostrando 101 de 101 prompts.
Discovery e research
Entrevistas, JTBD, persona, atritos.
Usuário cético: teste de estresse de privacidade
Avaliar uma proposta de feature pela perspectiva de quem desconfia de tudo.
Act as a skeptical user who is resistant to technology and highly concerned about data privacy. Review my proposed feature list for a [Health App] below. List 5 distinct reasons why you would refuse to use these features, focusing on privacy concerns and usability friction. Be critical and direct.
Definição de tarefas (Jobs-To-Be-Done)
Traduzir o objetivo do público em tarefas no formato JTBD.
I am designing a [Platform Name] for [Target Audience]. Based on the Jobs-To-Be-Done framework, generate 5 core 'Jobs' that these users are hiring my product to do. Format the output as - 'When I... (Situation), I want to... (Motivation), So that I can... (Expected Outcome).'
Roteiro de entrevista em profundidade
Estruturar entrevista completa com aquecimento, profundidade e fechamento.
Role: Act as a senior UX researcher. Task: Generate a user interview script to uncover deep insights. Context: The script is for a new mobile banking app targeting millennials (25-35). The goal is to understand their current financial habits, frustrations with existing apps, and attitudes toward saving. Format: Structure the output with a friendly introduction, 5 warm-up questions, 10 deep-dive questions, and 3 wrap-up questions.
Análise competitiva estruturada
Benchmarking de concorrentes em formato de tabela.
Role: You are a market research analyst specializing in user experience. Task: Perform a competitive analysis of Duolingo, Babbel, and Memrise. Context: Focus specifically on their user onboarding flow, core learning mechanics, and the clarity of their value proposition for new users. Format: Present the findings in a markdown table with columns for 'Competitor,' 'Onboarding Strength,' 'Learning Loop Weakness,' and 'Key Differentiator'.
Síntese de notas em persona
Consolidar anotações soltas de pesquisa em uma persona estruturada.
Role: Act as a UX strategist. Task: Synthesize the provided research notes into a detailed user persona. Context: The notes are: 'Users are busy parents, they plan family meals weekly, struggle to find kid-friendly recipes, and value quick grocery list creation.' Format: Create a persona named 'The Weekly Planner' that includes a bio, 3 key goals, 3 major frustrations, and a short personal quote.
Criação rápida de persona
Persona focada em objetivos e ferramentas que a pessoa já usa.
Create a persona for [target audience] with goals, frustrations, and preferred tools.
2 variações
Create a persona for a 26-year-old startup founder in Berlin building a personal finance app.
Create a persona for a user who shops sustainable fashion online and loves Instagram reels.
Extração de atritos em entrevistas
Analisar transcrições e isolar pontos de fricção.
Summarize 5 user interviews about struggles with calendar apps. Focus on friction points.
Questionário de feedback de usabilidade
Pesquisa rápida pra coletar feedback direcionado.
Create a short survey to collect feedback on mobile app usability.
Fluxo de captura de feedback
Estratégia de quando e como coletar feedback após uma interação.
Design a customer feedback process for an online food delivery service.
Auditoria de fonte antes de desenhar
Obrigar o agente a mapear arquivos, telas, tokens e restrições antes de propor uma solução.
Before proposing UI, audit the current source of truth. Check: 1. Existing routes, components, tokens, design docs, and tests. 2. Similar screens or patterns already in the product. 3. Accessibility and interaction constraints. 4. Unknowns, stale assumptions, and places where screenshots are not enough. Return: - Evidence links or file paths. - What can be reused. - What must be changed. - Risks if we skip verification. Only after this audit, propose the design direction.
Strategy
Stakeholder, jornada, HMW, brainstorm, hipóteses.
Kickoff com stakeholders
Pauta de entrevista pra extrair restrições, posicionamento e métricas.
Role: You are a design lead preparing for a project kickoff. Task: Create a list of key questions for the stakeholder interview. Context: The project is a redesign of an e-commerce checkout process. We need to define business goals, success metrics (e.g., conversion rate, cart abandonment), known technical constraints, and market positioning. Format: Organize the questions into three sections: 'Business Goals,' 'Technical Constraints,' and 'User & Market'.
Mapa de jornada emocional
User journey mapeando ações e variação emocional em estágios críticos.
Map out the user journey for a [User] booking a [Service]. Break it down into stages - Awareness, Consideration, Booking, Consultation, and Post-Care. For each stage, identify the user's likely Sentiment - High/Neutral/Low and potential drop-off points.
Reenquadramento "How Might We"
Transformar frustrações em perguntas norteadoras.
Role: You are a design thinking facilitator. Task: Reframe a user problem into a set of optimistic, solution-oriented questions. Context: The core user problem is: 'Users get overwhelmed by the number of choices on the restaurant delivery app and often give up.' Format: Generate 5 unique 'How Might We' statements based on this problem.
Brainstorm categórico de features
Gerar 15 ideias divididas em convencional, gamificação e disruptivo.
Role: Act as an innovation consultant. Task: Generate a wide range of feature ideas. Context: The brainstorming is based on the 'How Might We' statement: 'HMW make tracking personal spending feel effortless and rewarding?' Format: Provide a list of 15 ideas, categorized under the headings 'Conventional Features,' 'Gamification Ideas,' and 'Forward-Thinking Concepts'.
Hipóteses A/B com psicologia comportamental
Hipóteses A/B fundamentadas em psicologia comportamental.
I want to increase the sign-up rate on my SaaS landing page. Based on behavioral psychology principles, generate 3 distinct A/B testing hypotheses involving layout or copy changes. Format as - 'If we change [Variable], then [Result] will happen because [Rationale]'.
Hipóteses pós-lançamento
Analisar drop-off do funil + feedback qualitativo pra direcionar experimento.
Role: You are a data-informed product designer. Task: Formulate hypotheses and suggest experiments based on post-launch data. Context: Analytics show a 50% user drop-off on our app's payment screen. User feedback suggests a lack of perceived security. Format: Propose two data-driven hypotheses for the drop-off and suggest a specific A/B test for each hypothesis to validate it.
Mapeamento de edge cases e caminhos de falha
Antecipar erros e propor recovery paths antes do desenvolvimento.
Review this user flow - [User clicks 'Pay Now' -> Processing Spinner -> Success]. Identify 7 specific edge cases or failure states we need to design screens for (e.g., Insufficient funds, API timeout, 3DSecure verification required, Session timeout). Suggest a user-friendly recovery path for each.
Esboço de estratégia de produto
Bases pra lançamento de um produto ou design system conectado ao propósito.
Create a product strategy for launching a design system for a mental wellness platform.
Direcionamento de voz da marca
Explorar caminhos de personalidade nas fases iniciais de branding.
Suggest 3 unique brand voice directions for a new electric bike company.
IA e wireframe
Sitemap, fluxo, low-fi, layout textual.
Sitemap hierárquico
Estrutura em níveis pra definir o fluxo primário.
Create a hierarchical sitemap for my app tailored for small businesses. The structure should be 3 levels deep. Include sections for Dashboard, Contacts, Pipeline, and Settings. Output the result in a tree structure or bulleted list, highlighting the primary user flow.
Sitemap lógico em texto
Sitemap textual aninhado mostrando hierarquia.
Role: You are an Information Architect. Task: Create a logical, text-based sitemap. Context: The sitemap is for a new guided meditation app. It needs to be simple for new users but provide depth for experienced ones. Format: Use a nested bulleted list to show the hierarchy of the primary sections (Home, Discover, Library, Profile) and their key sub-pages.
Wireframe textual descritivo
Descrição clara de layout antes de ir pro Figma.
Role: You are a UI designer describing a layout to a junior designer. Task: Describe the key components and layout for a wireframe. Context: The screen is the main 'recipe search results' page for a cooking app. It needs to display results clearly and provide easy-to-use filtering options. Format: Write a clear, descriptive paragraph detailing the header, filter bar (with specific filter examples), the grid layout for recipe cards, and the content on each card (image, name, cook time, rating).
Estruturação básica de dashboard
Blocos essenciais de painel na fase de wireframe.
Create a dashboard layout with filters, graphs, and tabs.
Fluxo de UI customizado em 3 telas
Delimitar passos exatos de um fluxo em quantidade específica de telas.
Design a 3-screen UI flow for [product] that [goal], keeping the style [adjective].
Protótipo de VUI
Lógica estrutural para interações de voz em dispositivos inteligentes.
Prototype a smart home controller app with voice UI.
Ligação automática de fluxo no Figma
Conexões lógicas de prototipagem entre frames de checkout.
Link this flow for a standard checkout process.
Sitemap de landing page (Relume AI)
Estrutura base de seções de site a partir de uma frase.
A subscription-based coffee delivery landing page.
UI e visual
Componente, layout, paleta, tipografia, micro-interação.
Dashboard analítico SaaS de marketing
Tela complexa especificando audiência, componentes e paleta.
Design a SaaS analytics dashboard for marketing teams with sidebar navigation, KPI cards showing conversion rates and traffic, and a dark theme.
App de fitness com UX e visual
App completo com funções e estética específicas.
Create a fitness tracking mobile app with dark theme, workout logging, progress charts, and social sharing features for millennials.
Especificação de tipografia e sombras
Refinar detalhes visuais em vez de adjetivos vagos.
Use clean sans-serif typography, ample whitespace, subtle shadows, and a minimal color palette with one accent color.
Landing page com referência de marca
Seções principais apontando pra estética de marca conhecida.
Design a B2B SaaS landing page with hero section, feature grid, testimonials, pricing table, and a prominent CTA. Style similar to Stripe.
Paleta com hex codes específicos
Cores de fundo, acento e secundárias precisas.
Use deep navy (#1a1a3e) as the primary background with electric blue (#0066ff) accents and pure white (#ffffff) text. Secondary elements should use slate gray (#64748b).
Fusão de referências (Notion + Duolingo)
Misturar layout de uma marca com micro-interações de outra.
Design a note-taking app that feels clean and minimal like Notion, with the playful touches of Duolingo. Include a sidebar, content area, and quick-add buttons.
Estados da interface (hover, loading, empty)
Prever interações essenciais na geração inicial do layout.
Include hover states for buttons, loading skeleton for the data table, and an empty state for when no results are found. Show both collapsed and expanded sidebar states.
Limitações de dispositivo e gestos
Alinhamento de componentes com zonas seguras de hardware.
Design for mobile (iPhone 14 size) with proper safe areas, thumb-friendly button placement, and swipe gesture hints for card interactions.
Dashboard dark-mode
Interface inicial focada em cores e visualização de dados.
Create a dark-mode dashboard for a renewable energy startup with a focus on real-time data visualization.
Tema espacial 3D (Vision Pro)
Adaptar tela e interação pra ambiente imersivo.
We are designing an interface for a Spatial Computing headset (like Vision Pro). Describe how a standard e-commerce 'Product Detail Page' should adapt to a 3D space. How does the user interact with the 'Add to Cart' button using eye-tracking and hand gestures? Describe the Z-axis depth layering.
Documentação de componente Modal
Padrões de uso, anatomia, comportamento e acessibilidade.
Draft the documentation for a 'Modal' component in our design system. Include sections for - Usage Guidelines (When to use vs. when not to), Anatomy (Header, Body, Footer, Overlay), Behavior (transitions, dismissal logic), and Accessibility specs (focus trapping, aria-modal='true').
Lógica de estado para dev (Multi-Select)
Estado, toggle e URL params de filtro multi-select.
I am handing off a design for a 'Multi-Select Filter Bar'. Describe the logic required for the developer. Specifically, detail how the state should change when multiple filters are selected, how the 'Select All' toggle interacts with individual items, and how the URL parameters should update dynamically.
Paletas com acessibilidade WCAG 2.2
Direções cromáticas que garantem aprovação automática WCAG.
Generate 3 distinct color palettes for a Mental Health App. 1. Calming/Pastel. 2. Trust/Corporate. 3. Energetic/Gen Z. Provide Hex codes for the Background, Primary, and Secondary colors. Ensure all text combinations meet WCAG 2.2 AA contrast ratios.
Text-to-image detalhado pra app UI
Gerar interface no Midjourney/DALL-E focada em tendências visuais.
Write a highly detailed text-to-image prompt for a UI design of a Music Streaming App. Include keywords for - Mobile Interface, Dark Mode, Spatial UI elements, Glassmorphism, 8k resolution, and high fidelity. The vibe should be immersive and futuristic.
Restrição de tipografia "Editorial/Startup"
Forçar IA a evitar fontes genéricas em código frontend.
<use_interesting_fonts> Typography instantly signals quality. Avoid using boring, generic fonts. Never use: Inter, Roboto, Open Sans, Lato, default system fonts. Impact choices: - Code aesthetic: JetBrains Mono, Fira Code, Space Grotesk - Editorial: Playfair Display, Crimson Pro, Fraunces - Startup: Clash Display, Satoshi, Cabinet Grotesk - Technical: IBM Plex family, Source Sans 3 - Distinctive: Bricolage Grotesque, Obviously, Newsreader Pairing principle: High contrast = interesting. Display + monospace, serif + geometric sans, variable font across weights. Use extremes: 100/200 weight vs 800/900, not 400 vs 600. Size jumps of 3x+, not 1.5x. Pick one distinctive font, use it decisively. Load from Google Fonts. State your choice before coding. </use_interesting_fonts>
Tema "Solarpunk" permanente
Regra permanente de estilo visual pro componente.
<always_use_solarpunk_theme> Always design with Solarpunk aesthetic: - Warm, optimistic color palettes (greens, golds, earth tones) - Organic shapes mixed with technical elements - Nature-inspired patterns and textures - Bright, hopeful atmosphere - Retro-futuristic typography </always_use_solarpunk_theme>
Dashboard simplificado
Interface limpa ativando parâmetros estéticos pré-definidos.
Create a dashboard for renewable energy monitoring.
SaaS hero (split screen)
Hero B2B com side-by-side hero + dashboard mockup.
Design a split-screen hero section for a B2B SaaS tool. Left side: headline, subheadline, email input, primary CTA, and social proof logos. Right side: abstract dashboard mockup. Dark mode, Tailwind CSS, clean aesthetic with a primary purple accent (#8B5CF6).
Hero de lançamento de startup
Hero centralizado com gradiente mesh e animação suave.
Build a centered hero section for a consumer startup launch. Gradient mesh background (teal to blue), large typography, waitlist email input, and a subtle floating animation on a central product image. Use Framer Motion for the animation.
Hero de e-commerce de luxo
Hero full-bleed minimalista pra marca de luxo.
Create a full-bleed e-commerce hero section for a luxury watch brand. Large high-quality background image, minimalist white text, simple 'Shop the Collection' ghost button. Extremely clean typography using Playfair Display.
Bento grid de features
Grid 3x3 com cards de tamanhos variados pra app de IA.
Design a 3x3 bento grid feature section for an AI app. Different sized cards (some spanning 2 cols/rows). Each card needs a subtle inner shadow, a gradient border on hover, a Lucide icon, and a short description. Use shadcn/ui cards.
Masonry de testimonials
6 cards de altura variada com avatar, nota e quote.
Create a masonry layout testimonial section. 6 cards of varying heights. Each needs a user avatar, name, company role, 5-star rating, and the quote. Use a light gray background (#F8FAFC) for the section to separate it from the white main content.
Tabela de pricing 3 tiers
Tabela 3-tier (Starter/Pro/Enterprise) com toggle mensal/anual.
Build a 3-tier pricing table (Starter, Pro, Enterprise). Highlight the Pro tier with a subtle glow and an 'most popular' badge. Include a toggle for monthly/annual billing. Use checkmarks for included features and grayed-out crosses for excluded ones.
Tabela comparativa com competidores
Tabela detalhada com sticky header e tooltips.
Create a detailed feature comparison table for a SaaS product vs competitors. Sticky header row on scroll. Alternate row background colors for readability. Use tooltips to explain complex features.
Mega menu (Radix)
Dropdown 2-coluna com features + case study card.
Create a mega menu dropdown for 'Features'. 2-column layout inside the dropdown. Left column: 4 core features with icons. Right column: A featured case study card. Use Radix UI primitives for accessible keyboard navigation.
Drag-and-drop uploader
Zona de upload com border tracejada + lista de progresso.
Create a drag-and-drop file upload zone. Dashed border that turns solid blue on drag-over. Include an upload icon and 'Drag & drop or click to browse' text. Below the zone, show a list of uploaded files with a progress bar and a remove button.
Line chart de dashboard (Recharts)
Chart responsivo de MRR com curva suave e tooltips.
Create a responsive line chart component for MRR over 12 months. Use Recharts. The line should have a smooth curve (monotone), a gradient fill underneath, and custom tooltips showing the exact value and month on hover.
Sistema de toast
Notificação canto inferior direito com variantes e animações.
Create a toast notification component. Position bottom-right. Include variants for success (green check), error (red x), and info (blue i). Smooth slide-up enter animation and fade-out exit. Include a close button and an auto-dismiss progress bar.
Hover effects em cards
Lift, sombra expandida e rotação do ícone no hover.
Create a set of 3 feature cards. On hover, the card should slightly lift (-translate-y-1), the shadow should expand (shadow-lg), and the icon should rotate 12 degrees. Use smooth 300ms transitions.
Theme switcher dark/light
Toggle com ícone sol que rotaciona pra lua.
Create a dark/light mode toggle switch. Use a sun icon that rotates and cross-fades into a moon icon when clicked. The background of the switch should change from gray-200 to slate-700. Provide the Tailwind config needed for this to work.
Form acessível pra screen reader
Login form com aria-invalid, aria-describedby e focus rings visíveis.
Build a login form with strict accessibility. Every input needs a visually hidden <label> if not explicitly shown. Inputs must have aria-invalid and aria-describedby linked to error messages when validation fails. Focus rings must be visible (ring-2 ring-blue-500) and never outline-none without replacement.
Mobile onboarding (template)
Fluxo de 3-4 telas com ilustrações e CTAs.
Create a mobile onboarding flow with 3-4 screens for a [type] app. Include illustrations, concise copy placeholders, progress indicators, and prominent CTAs. Use a [style] aesthetic with [color scheme] colors.
Template universal de app
Spec rápida de tipo, audiência, estilo e referência visual.
UI design of a [type of app/website] for [target audience], color scheme [x], style: [brutalist/minimal/realistic/3D/flat], layout inspiration from [Dribbble/Behance link or concept], shot in [isometric/top-view], clean background.
App UI limpo pra finanças
Mobile app de finanças com design playful.
Design a mobile app UI layout for a personal finance tracker with a playful and clean design.
Conjunto de ícones orgânicos
5 ícones pra app de saúde com estética orgânica.
Design 5 icon concepts for a health & wellness app that feels organic and high-tech.
Prototype e código
Vibe coding, design-to-code via v0, Cursor, Claude Code.
One-liner pra UI completa (vibe coding)
Tela responsiva inteira em uma frase pra Cursor ou Lovable.
Build a mobile-first settings page with a sticky header, grouped cards, toggles, select menus, inline validation, and a destructive account section, using semantic HTML, accessible focus states, and a 12-column desktop grid.
Fórmula universal de agent coding
Template fill-in-the-blanks que impede invenção do agente.
Build a [component/screen] for [user goal]. Layout: [desktop layout], [mobile layout]. Components: [list exact components]. Style: [spacing, typography, radius, colors, density]. States: [default, hover, active, focus, loading, empty, error, disabled, selected]. Behavior: [sorting, filtering, validation, animation, dismiss, pagination]. Accessibility: semantic HTML, keyboard support, focus states, ARIA labels, contrast. Constraints: [framework, libraries, tokens, no external deps, existing design system].
Escala tipográfica fluida (Tailwind clamp)
Tipografia elástica em vez de px fixo.
Set up a typography scale using tailwind with fluid typography (clamp) so font sizes scale down gracefully on mobile.
Refinamento de micro-interação no v0
Ajuste fino via chat direto no v0.
Default selected button shouldn't have a black background, fix that.
1 variação
Use a monospace font from Google Fonts.
Integração de biblioteca externa no v0
Forçar v0 a usar componentes reais via npm.
Create a SaaS pricing table with Material UI React components.
Gate de verificação de protótipo
Fechar o ciclo Figma para código testando comportamento real antes de chamar de pronto.
Verify this prototype before summarizing the result. Run: 1. Typecheck, lint, and production build. 2. Desktop and mobile screenshots. 3. Keyboard navigation and visible focus. 4. Reduced motion check for animated interactions. 5. Loading, empty, error, disabled, hover, focus, and active states. 6. Accessibility basics: labels, landmarks, contrast, touch target size. 7. Claim check: remove or qualify anything that was not verified. Return only verified facts, failing checks, screenshots or file paths, and the smallest next fix.
Handoff clássico
Specs pra dev, anotações, tokens.
Doc de design system: Modal
Padrões de uso, anatomia, comportamento e a11y pra Storybook.
Draft the documentation for a 'Modal' component in our design system. Include sections for - Usage Guidelines (When to use vs. when not to), Anatomy (Header, Body, Footer, Overlay), Behavior (transitions, dismissal logic), and Accessibility specs (focus trapping, aria-modal='true').
Lógica de estado para dev (Multi-Select)
Estado e URL params descritos por escrito pra anexar ao Figma.
I am handing off a design for a 'Multi-Select Filter Bar'. Describe the logic required for the developer. Specifically, detail how the state should change when multiple filters are selected, how the 'Select All' toggle interacts with individual items, and how the URL parameters should update dynamically.
Mock data em JSON estrito
JSON pra popular protótipo sem Lorem Ipsum.
{
"instruction": "Extract user details from the text.",
"input": "John Doe, aged 34, from New York.",
"output_format": {
"name": "string",
"age": "number",
"city": "string"
}
}Handoff com agente
Prompts pra Claude Code, Cursor, Figma MCP a partir de design.
Extração de tokens via Figma MCP
Claude Code lê Figma e cria CSS variables.
Extract design tokens from the Figma file [URL]. Define them as CSS variables in a globals.css file.
Componente herdeiro (design-to-code)
Pedir o código respeitando os tokens já extraídos.
Build a React component for the Project Card based on the Figma design. Ensure it uses the exact spacing, typography, and shadow tokens extracted in Phase 1.
Restrição de estética no CONTEXT.md
Regras de "vibe" pra Claude não inventar margem ou sombra.
I want clean, spacious design. 48px gaps between major sections. Use CSS Grid for the project cards. Hover effects should lift the card slightly with a soft shadow. Use Inter for typography. Keep it minimal.
Criação visual direta no Figma
Claude Code empurra vetor e cria a tela direto no canvas via MCP.
Build me a black and purple dashboard about us page for a modern SaaS and put it in this Figma file [URL].
Atualização bidirecional (Code ↔ Figma)
Editar bloco no Figma e pedir reflexo no código local.
Update the dashboard cards based on the changes I made here [Figma URL].
Exploração iterativa no canvas
Duplicar e explorar variações em cima de um frame existente.
Make a duplicate of the home mobile Figma frame. I'll give you the link so you can read it, then do some design explorations.
Gerenciamento local de contexto do agente
Bloquear o agente no diretório e forçar checagem antes de implementar.
Call pwd; you can only read and write files in this directory. Review progress.txt, tests.json, and the git logs. Manually run through a fundamental integration test before moving on to implementing new features.
Injeção de componentes via Figma CLI + Claude
Comandos diretos pra Claude orquestrar shadcn no Figma.
Add all shadcn components.
2 variações
Add shadcn colors to my project.
Export variables as CSS.
Brief de intenção para agente
Transformar Figma, referência visual ou screenshot em instrução implementável sem virar cópia superficial.
You are a design engineer. Read the provided Figma frame, screenshots, product context, and repository conventions before writing code. Return a design intent brief with: 1. User job and business goal. 2. Layout structure by region. 3. Component inventory and expected states. 4. Token mapping for color, type, spacing, radius, elevation, and motion. 5. Interaction rules, keyboard behavior, focus order, loading, empty, and error states. 6. Open questions that would block implementation. Do not implement yet. Do not infer a new visual system if existing tokens or components are available.
Auditoria de design system para agentes
Checar se componentes, tokens e regras estão legíveis para LLM, MCP e coding agent.
Audit whether this design system is ready for AI agents. Inspect: 1. Token names: semantic names vs raw color or spacing names. 2. Component metadata: purpose, props, variants, states, constraints, accessibility. 3. Machine-readable contracts: JSON, code syntax, TypeScript types, Storybook, MDX, MCP output. 4. Human-readable rules: usage guidelines, anti-patterns, examples, AGENTS.md or skills. 5. Trust levels: what the agent may suggest, edit mechanically, or never change without review. Return a severity-ranked report with quick fixes, medium fixes, and structural gaps.
Truques de prompt avançado
R-C-T-F, structured outputs (XML/JSON), persona, restrições.
Escolha de papel do agente
Decidir se a IA deve explorar, variar, implementar ou obedecer estritamente.
Classify this task before acting. Axes: - Scope: open exploration or controlled adherence. - Autonomy: agentic execution or manual/human-led execution. Choose one mode: 1. Open + agentic: generate several directions and explain tradeoffs. 2. Agentic + controlled: create variations inside explicit constraints. 3. Manual + controlled: implement exactly what is specified. 4. Open + manual: help me think, but do not execute. For the selected mode, write the prompt, constraints, verification steps, and what the human should review.
Subagentes para design engineering
Dividir trabalho complexo de IA/design em papéis verificáveis.
Split this design engineering task into specialized subagents: 1. design-deconstructor: extracts layout, hierarchy, components, tokens, motion, and interaction intent. 2. frontend-implementer: builds with existing components, code style, responsive rules, and tests. 3. a11y-reviewer: checks semantics, keyboard, focus, contrast, labels, and reduced motion. 4. evidence-verifier: validates claims against source files, screenshots, build output, and linked references. 5. copy-humanizer: rewrites public text in natural Portuguese, removing AI smell and unsupported claims. For each subagent, define input, output, success criteria, and handoff format. Then define the final integration gate.
Fórmula universal R-C-T-F
Estrutura coringa pra iniciar contexto de qualquer tarefa.
Role: [Quem a IA deve ser] Task: [O que a IA deve fazer] Context: [Informações de contexto do projeto/audiência] Format: [Como a IA deve estruturar e formatar a saída final]
XML: isolamento de instrução e input
Separar a ordem do conteúdo analisado pra reduzir alucinação.
<instruction>Summarize the following article in three bullet points.</instruction> <input> [Insert article here] </input>
XML: raciocínio em múltiplas etapas
Passos lógicos sequenciais em tags pra forçar avaliação completa.
<task>Evaluate the financial risk of the provided portfolio.</task> <step1>Analyze asset diversification.</step1> <step2>Calculate risk-to-reward ratio.</step2> <output_requirements>Present findings as a brief report.</output_requirements>
XML: contexto fechado para RAG
Bloquear o modelo de usar conhecimento prévio.
<context> [Insert retrieved document snippet here] </context> <question>What are the key policy changes mentioned?</question> <instruction>Answer using only the provided context.</instruction>
XML: few-shot learning
Ensinar lógica e formato com exemplos isolados.
<examples>
<example>
<input>I love this product!</input>
<sentiment>Positive</sentiment>
</example>
</examples>
<target_input>
[Insert new text here]
</target_input>XML: formato estrito de saída
Envelopar a resposta final em estrutura definida.
<output_format> <headline>[Insert Title]</headline> <summary>[Insert 2-sentence summary]</summary> </output_format>
JSON: extração estruturada
Output em JSON válido com chaves exatas pra API e pipeline.
{
"instruction": "Extract user details from the text.",
"input": "John Doe, aged 34, from New York.",
"output_format": {
"name": "string",
"age": "number",
"city": "string"
}
}JSON: classificação com esquema rígido
Limitar a resposta a categorias restritas.
{
"instruction": "Classify the sentiment of the following review.",
"input": "The service was terrible and my food was cold.",
"categories": ["Positive", "Neutral", "Negative"],
"output": "JSON"
}Remoção de preâmbulo
Cortar o "Claro, aqui está..." e ir direto ao ponto.
Please answer directly without any preamble or pleasantries.
Prosa em vez de markdown
Desligar a tendência de cuspir parede de bullets.
Your response should be composed of smoothly flowing prose paragraphs. Write the prose sections of your response in <smoothly_flowing_prose_paragraphs> tags.
Chain-of-thought induzido
Pede o plano em voz alta antes de gerar.
Outline the steps required to design a [404 page], considering UX best practices, and then describe the final layout.
Raciocínio interno em tags
Área de "pensamento" oculto antes da resposta final.
Before answering, please think carefully about the problem in <thinking> tags. Then, provide your final answer in <answer> tags.
Modo agente autônomo
Configura agente pra executar sem perguntar.
Always proactively implement your suggestions unless I explicitly tell you otherwise. Don't ask for permission to make changes.
Modo agente conservador (guardrail)
Trava agente pra parar e pedir confirmação antes de qualquer mudança.
Never make any changes or implement suggestions without first asking for my explicit permission and waiting for my approval.
Otimização de processamento paralelo
Autoriza pesquisa e leitura de arquivo em paralelo.
You should execute as many tasks in parallel as possible. Do not wait for one task to finish before starting another unless there is a strict dependency.
Grounding de código (anti-alucinação)
Impede invenção de pacote ou função inexistente.
Base your code only on the provided context and standard libraries. Do not hallucinate external dependencies or functions.
Anti-hardcoding
Força solução robusta em vez de remendo passando um teste.
Your solution must be robust and generalizable. Do not hardcode values to pass specific tests.
Crítico bem-intencionado (técnica TESTE)
Pedir crítica honesta de um plano antes de executar, em vez de receber validação automática dentro do enquadramento.
Vou te apresentar [uma ideia / um plano / uma decisão]. Quero que você aja como um crítico bem-intencionado, alguém que me quer bem mas que vai ser honesto sobre o que pode dar errado. [DESCREVA SUA IDEIA OU PLANO AQUI] Agora me diz: 1. O que você acha que pode dar errado nesse plano? 2. Quais premissas eu estou fazendo que podem estar erradas? 3. Qual é o argumento mais forte contra essa decisão? Não precisa ser diplomático. Prefiro encontrar os problemas agora do que depois.