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<!DOCTYPE html><html lang="en"> <head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1"><title>AI For Dummies — Field Guide</title><meta name="description" content="AI For Dummies: a field guide to skills, models, subagents, and worktrees."><link rel="stylesheet" href="/ai-for-dummies/_astro/tokens.CVOStimI.css"><link rel="stylesheet" href="/ai-for-dummies/fonts/fonts.css"><link rel="stylesheet" href="/ai-for-dummies/_astro/full-guide.Dpq4G4E0.css">
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})();</script> <main id="full-guide"> <header class="topbar"> <a class="brand" href="#top"><span class="mark">A</span> field guide</a> <nav class="chapter-links" aria-label="Chapter sections"> <a href="#fleet"><span data-language-content="en">01 fleet</span><span data-language-content="pt" hidden>01 frota</span></a><a href="#worktrees"><span data-language-content="en">02 worktrees</span><span data-language-content="pt" hidden>02 worktrees</span></a><a href="#models"><span data-language-content="en">03 models</span><span data-language-content="pt" hidden>03 modelos</span></a><a href="#skills"><span data-language-content="en">04 skills</span><span data-language-content="pt" hidden>04 skills</span></a><a href="#create-skill"><span data-language-content="en">05 create</span><span data-language-content="pt" hidden>05 criar</span></a><a href="#field-kit"><span data-language-content="en">06 field kit</span><span data-language-content="pt" hidden>06 kit de campo</span></a><a href="#hands-on"><span data-language-content="en">07 hands-on</span><span data-language-content="pt" hidden>07 prática</span></a><a href="#verification">08 verify</a> </nav> <div class="topbar-tools"> <a class="skills-review-link" href="/ai-for-dummies/skills-review/">review submissions ↗</a><div class="lang-switch" aria-label="Language" data-language-toggle> <button class="active" data-lang="en" aria-pressed="true">EN</button> <span>/</span> <button data-lang="pt" aria-pressed="false">PT</button> </div> <script type="module">function o(t){const n=t.querySelectorAll("[data-lang]");function l(e){document.documentElement.lang=e==="pt"?"pt-BR":"en",n.forEach(a=>{const u=a.dataset.lang===e;a.classList.toggle("active",u),a.setAttribute("aria-pressed",String(u))}),document.querySelectorAll("[data-language-content]").forEach(a=>{a.hidden=a.dataset.languageContent!==e}),window.dispatchEvent(new CustomEvent("ai-for-dummies:languagechange",{detail:{language:e}}))}function g(e){return e==="pt"?"pt":"en"}n.forEach(e=>{e.addEventListener("click",()=>{const a=g(e.dataset.lang);l(a);try{localStorage.setItem("ai-for-dummies-language",a)}catch{}})});let c="en";try{c=localStorage.getItem("ai-for-dummies-language")||"en"}catch{}l(g(c))}document.querySelectorAll("[data-language-toggle]").forEach(t=>{"requestIdleCallback"in window?window.requestIdleCallback(()=>o(t)):setTimeout(()=>o(t),0)});</script><span class="edition"><span data-language-content="en">AI ENGINEERING <i></i> 01 / 2026</span><span data-language-content="pt" hidden>ENGENHARIA DE IA <i></i> 01 / 2026</span></span> </div> </header> <section class="hero" id="top" data-language-content="en"> <div> <p class="eyebrow"> <span data-language-content="en">A presentation for humans who ship</span><span data-language-content="pt" hidden>Uma apresentação para quem entrega software</span> </p><h1>
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AI for<br><em>dummies.</em> </h1><p class="lede"> <span data-language-content="en">You do not need an army of models. You need a system: one mind to frame the work,
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several hands to execute it, and a clean boundary between every task.</span> <span data-language-content="pt" hidden>Você não precisa de um exército de modelos. Precisa de um sistema: uma mente para
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enquadrar o trabalho, várias mãos para executá-lo e uma fronteira clara entre cada
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tarefa.</span> </p> </div><aside class="hero-index"> <span><span data-language-content="en">FIELD NOTE / 001</span><span data-language-content="pt" hidden>NOTA DE CAMPO / 001</span></span><strong><span data-language-content="en">Ship the<br><em>system.</em></span><span data-language-content="pt" hidden>Entregue o<br><em>sistema.</em></span></strong><small><span data-language-content="en">Skills · agents · worktrees · proof</span><span data-language-content="pt" hidden>Skills · agentes · worktrees · evidências</span></small> </aside> </section> <section class="hero" id="top-pt" data-language-content="pt" hidden> <div> <p class="eyebrow">Uma apresentação para quem entrega software</p><h1>
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AI for<br><em>dummies.</em> </h1><p class="lede">
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Você não precisa de um exército de modelos. Precisa de um sistema: uma mente para
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enquadrar o trabalho, várias mãos para executá-lo e uma fronteira clara entre cada tarefa.
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</p> </div><aside class="hero-index"> <span>NOTA DE CAMPO / 001</span><strong>Entregue o<br><em>sistema.</em></strong><small>Skills · agentes · worktrees · evidências</small> </aside> </section> <section class="hero-stats" aria-label="Chapter summary" data-language-content="en"> <div> <strong>01</strong><span><span data-language-content="en">strong model<br>for ambiguity</span><span data-language-content="pt" hidden>modelo forte<br>para ambiguidade</span></span> </div><div> <strong>03</strong><span><span data-language-content="en">bounded workers<br>in parallel</span><span data-language-content="pt" hidden>workers delimitados<br>em paralelo</span></span> </div><div> <strong>∞</strong><span><span data-language-content="en">iterations<br>with evidence</span><span data-language-content="pt" hidden>iterações<br>com evidências</span></span> </div><p> <span data-language-content="en">Read this as a route map, not a prompt recipe.</span><span data-language-content="pt" hidden>Leia isto como um mapa de rota, não como uma receita de prompt.</span> </p> </section> <section class="hero-stats" aria-label="Resumo dos capítulos" data-language-content="pt" hidden> <div><strong>01</strong><span>modelo forte<br>para ambiguidade</span></div><div> <strong>03</strong><span>workers delimitados<br>em paralelo</span> </div><div><strong>∞</strong><span>iterações<br>com evidências</span></div><p>
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Leia isto como um mapa de rota, não como uma receita de prompt.
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</p> </section> <section class="thesis" data-language-content="en"> <div> <span><span data-language-content="en">RULE ZERO</span><span data-language-content="pt" hidden>REGRA ZERO</span></span><strong><span data-language-content="en">Strong model for ambiguity.<br>Light model for bounded work.</span><span data-language-content="pt" hidden>Modelo forte para ambiguidade.<br>Modelo leve para trabalho delimitado.</span></strong> </div><div class="signal" aria-hidden="true"> <b>THINK</b><i></i><i></i><i></i><b>MAKE</b> </div> </section> <section class="thesis" data-language-content="pt" hidden> <div> <span>REGRA ZERO</span><strong>Modelo forte para ambiguidade.<br>Modelo leve para trabalho delimitado.</strong> </div><div class="signal" aria-hidden="true"> <b>THINK</b><i></i><i></i><i></i><b>MAKE</b> </div> </section> <section class="fleet" id="fleet"> <div class="section-label"> <span><span data-language-content="en">A small fleet</span><span data-language-content="pt" hidden>Uma pequena frota</span></span><span><span data-language-content="en">coordination before parallelism</span><span data-language-content="pt" hidden>coordenação antes do paralelismo</span></span> </div><div class="fleet-grid" data-astro-cid-ql7sfpu4> <article class="captain" data-astro-cid-ql7sfpu4> <span class="captain-eyebrow" data-astro-cid-ql7sfpu4> <span data-language-content="en" data-astro-cid-ql7sfpu4>ORCHESTRATOR</span> <span data-language-content="pt" hidden data-astro-cid-ql7sfpu4> ORQUESTRADOR </span> </span> <h2 data-language-content="en" data-astro-cid-ql7sfpu4>Decides what<br />needs to happen.</h2> <h2 data-language-content="pt" hidden data-astro-cid-ql7sfpu4>Decide o que<br />precisa acontecer.</h2> <code data-astro-cid-ql7sfpu4>Opus / reasoning</code> </article> <div class="arrow" aria-hidden="true" data-astro-cid-ql7sfpu4>→</div> <div class="workers" role="group" aria-label="Worker agents" data-astro-cid-ql7sfpu4> <button class="worker-card active" data-worker="ui" aria-pressed="true" data-astro-cid-ql7sfpu4> <span data-astro-cid-ql7sfpu4> UI </span> <strong data-astro-cid-ql7sfpu4> <span data-language-content="en" data-astro-cid-ql7sfpu4>Component and visual states</span> <span data-language-content="pt" hidden data-astro-cid-ql7sfpu4> Componentes e estados visuais </span> </strong> <code data-astro-cid-ql7sfpu4>agent/ui</code> </button><button class="worker-card" data-worker="tests" aria-pressed="false" data-astro-cid-ql7sfpu4> <span data-astro-cid-ql7sfpu4> TEST </span> <strong data-astro-cid-ql7sfpu4> <span data-language-content="en" data-astro-cid-ql7sfpu4>Acceptance cases</span> <span data-language-content="pt" hidden data-astro-cid-ql7sfpu4> Casos de aceitação </span> </strong> <code data-astro-cid-ql7sfpu4>agent/tests</code> </button><button class="worker-card" data-worker="docs" aria-pressed="false" data-astro-cid-ql7sfpu4> <span data-astro-cid-ql7sfpu4> DOCS </span> <strong data-astro-cid-ql7sfpu4> <span data-language-content="en" data-astro-cid-ql7sfpu4>Guide and examples</span> <span data-language-content="pt" hidden data-astro-cid-ql7sfpu4> Guia e exemplos </span> </strong> <code data-astro-cid-ql7sfpu4>agent/docs</code> </button> </div> </div> <div class="worker-detail" id="worker-detail" aria-live="polite"> <span>Interface worker</span><strong>Receives: component contract + visual states</strong><small>Returns: focused diff + viewport evidence</small> </div><p class="caption"> <span data-language-content="en">The orchestrator preserves intent, writes small contracts, and gathers results that can
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be verified. It does not need to type every line.</span><span data-language-content="pt" hidden>O orquestrador preserva a intenção, escreve pequenos contratos e reúne resultados
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verificáveis. Ele não precisa digitar cada linha.</span> </p> </section> <section class="failure-map"> <div class="section-label"> <span><span data-language-content="en">Why the boundary matters</span><span data-language-content="pt" hidden>Por que a fronteira importa</span></span><span><span data-language-content="en">one vague task / three predictable failures</span><span data-language-content="pt" hidden>uma tarefa vaga / três falhas previsíveis</span></span> </div><div class="failure-grid"> <article> <span>01</span><strong><span data-language-content="en">Context soup</span><span data-language-content="pt" hidden>Sopa de contexto</span></strong><p> <span data-language-content="en">Every worker reads everything. Nobody knows which facts are load-bearing.</span><span data-language-content="pt" hidden>Cada worker lê tudo. Ninguém sabe quais fatos são essenciais.</span> </p> </article><article> <span>02</span><strong><span data-language-content="en">Branch collision</span><span data-language-content="pt" hidden>Colisão de branches</span></strong><p> <span data-language-content="en">Two agents touch the same checkout. The fastest path becomes conflict resolution.</span><span data-language-content="pt" hidden>Dois agentes usam o mesmo checkout. O caminho mais rápido vira resolução de
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conflitos.</span> </p> </article><article> <span>03</span><strong><span data-language-content="en">Confident drift</span><span data-language-content="pt" hidden>Desvio confiante</span></strong><p> <span data-language-content="en">The diff is polished, but no one checks whether it solved the original problem.</span><span data-language-content="pt" hidden>O diff parece ótimo, mas ninguém verifica se resolveu o problema original.</span> </p> </article> </div> </section> <section class="workflow" aria-labelledby="workflow-title"> <div class="copy"> <p class="eyebrow"> <span data-language-content="en">The subagent loop</span><span data-language-content="pt" hidden>O ciclo de subagentes</span> </p><h2 id="workflow-title"> <span data-language-content="en">Click a phase.<br><em>See the handoff.</em></span><span data-language-content="pt" hidden>Clique em uma fase.<br><em>Veja a passagem.</em></span> </h2><!-- The legacy PT render paints this paragraph twice; preserve that output. --> <p> <span data-language-content="en">Delegation means moving one bounded task into a smaller context—not giving away
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responsibility.</span><span data-language-content="pt" hidden>Delegar é mover uma tarefa delimitada para um contexto menor — não abrir mão da
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responsabilidade.</span> </p> </div><div class="phase-tabs" role="tablist" aria-label="Workflow phases" data-astro-cid-bnqeb2kd> <button class="phase-tab active" data-phase="plan" role="tab" aria-selected="true" data-astro-cid-bnqeb2kd> <b data-astro-cid-bnqeb2kd>01</b> PLAN </button><button class="phase-tab" data-phase="build" role="tab" aria-selected="false" data-astro-cid-bnqeb2kd> <b data-astro-cid-bnqeb2kd>02</b> BUILD </button><button class="phase-tab" data-phase="review" role="tab" aria-selected="false" data-astro-cid-bnqeb2kd> <b data-astro-cid-bnqeb2kd>03</b> REVIEW </button> </div> <article class="phase-panel" id="phase-panel" aria-live="polite" data-astro-cid-bnqeb2kd> <div class="phase-meta" data-astro-cid-bnqeb2kd> <span data-astro-cid-bnqeb2kd> OPUS / REASONING </span> <small data-astro-cid-bnqeb2kd> context: isolated </small> </div> <h3 data-astro-cid-bnqeb2kd> Turn ambiguity into work </h3> <p data-astro-cid-bnqeb2kd> Inspect the repository, choose the architecture, split the request, and write acceptance criteria. </p> <code data-astro-cid-bnqeb2kd>plan → decompose → define acceptance</code> </article> </section> <section class="handoff"> <div class="section-label"> <span><span data-language-content="en">What crosses contexts</span><span data-language-content="pt" hidden>O que atravessa contextos</span></span><span><span data-language-content="en">brief → diff → evidence</span><span data-language-content="pt" hidden>brief → diff → evidência</span></span> </div><table class="handoff-table" data-astro-cid-wb7dc3qx> <thead data-astro-cid-wb7dc3qx> <tr data-astro-cid-wb7dc3qx> <th data-astro-cid-wb7dc3qx> <span data-language-content="en" data-astro-cid-wb7dc3qx>Package</span> <span data-language-content="pt" hidden data-astro-cid-wb7dc3qx> Pacote </span> </th> <th data-astro-cid-wb7dc3qx> <span data-language-content="en" data-astro-cid-wb7dc3qx>Contains</span> <span data-language-content="pt" hidden data-astro-cid-wb7dc3qx> Contém </span> </th> <th data-astro-cid-wb7dc3qx> <span data-language-content="en" data-astro-cid-wb7dc3qx>Why it matters</span> <span data-language-content="pt" hidden data-astro-cid-wb7dc3qx> Por que importa </span> </th> </tr> </thead> <tbody data-astro-cid-wb7dc3qx> <tr data-astro-cid-wb7dc3qx> <th scope="row" data-astro-cid-wb7dc3qx> Brief </th> <td data-astro-cid-wb7dc3qx> goal, files, boundaries </td> <td data-astro-cid-wb7dc3qx> stops the worker inventing the problem </td> </tr><tr data-astro-cid-wb7dc3qx> <th scope="row" data-astro-cid-wb7dc3qx> Worktree </th> <td data-astro-cid-wb7dc3qx> branch and isolated checkout </td> <td data-astro-cid-wb7dc3qx> parallel edits do not collide </td> </tr><tr data-astro-cid-wb7dc3qx> <th scope="row" data-astro-cid-wb7dc3qx> Checks </th> <td data-astro-cid-wb7dc3qx> tests, build, criteria </td> <td data-astro-cid-wb7dc3qx> turns “looks good” into evidence </td> </tr><tr data-astro-cid-wb7dc3qx> <th scope="row" data-astro-cid-wb7dc3qx> Diff </th> <td data-astro-cid-wb7dc3qx> small, reviewable change </td> <td data-astro-cid-wb7dc3qx> integration and discard stay cheap </td> </tr> </tbody> </table> </section> <section class="worktrees" id="worktrees"> <div class="worktree-intro"> <p class="eyebrow"> <span data-language-content="en">Git worktrees</span><span data-language-content="pt" hidden>Git worktrees</span> </p><h2> <span data-language-content="en">One branch<br>per <em>hand.</em></span><span data-language-content="pt" hidden>Uma branch<br>por <em>mão.</em></span> </h2><p> <span data-language-content="en">A worktree is another directory linked to the same repository. Each agent gets its own
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checkout and index; history remains shared.</span><span data-language-content="pt" hidden>Um worktree é outro diretório ligado ao mesmo repositório. Cada agente recebe seu
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próprio checkout e índice; o histórico continua compartilhado.</span> </p><p class="interaction-hint"> <span data-language-content="en">Select a node to inspect its checkout, owner, and next action.</span><span data-language-content="pt" hidden>Selecione um nó para inspecionar checkout, responsável e próxima ação.</span> </p> </div><div class="tree-lab"> <div class="tree-toolbar"> <span><span data-language-content="en">repository topology</span><span data-language-content="pt" hidden>topologia do repositório</span></span><span class="tree-live"><span data-language-content="en"><i></i> 4 checkouts</span><span data-language-content="pt" hidden><i></i> 4 checkouts</span></span> </div><div class="tree-stage" role="tree" aria-label="Repository worktree topology" data-astro-cid-lsutp3lb> <svg viewBox="0 0 760 330" preserveAspectRatio="none" aria-hidden="true" data-astro-cid-lsutp3lb> <path class="tree-edge trunk" d="M380 48 V118" data-astro-cid-lsutp3lb></path> <path class="tree-edge" d="M380 118 C380 170 110 150 110 224" data-astro-cid-lsutp3lb></path> <path class="tree-edge" d="M380 118 V224" data-astro-cid-lsutp3lb></path> <path class="tree-edge" d="M380 118 C380 170 650 150 650 224" data-astro-cid-lsutp3lb></path> </svg> <button class="tree-node root active" data-tree="main" role="treeitem" aria-selected="true" data-astro-cid-lsutp3lb> <span data-astro-cid-lsutp3lb> <span data-language-content="en" data-astro-cid-lsutp3lb>ROOT</span> <span data-language-content="pt" hidden data-astro-cid-lsutp3lb> RAIZ </span> </span> <strong data-astro-cid-lsutp3lb>main</strong> <small data-astro-cid-lsutp3lb> <span data-language-content="en" data-astro-cid-lsutp3lb>● clean</span> <span data-language-content="pt" hidden data-astro-cid-lsutp3lb> ● limpo </span> </small> </button> <button class="tree-node branch ui" data-tree="ui" role="treeitem" aria-selected="false" data-astro-cid-lsutp3lb> <span data-astro-cid-lsutp3lb> <span data-language-content="en" data-astro-cid-lsutp3lb>UI AGENT</span> <span data-language-content="pt" hidden data-astro-cid-lsutp3lb> AGENTE DE UI </span> </span> <strong data-astro-cid-lsutp3lb>agent/ui</strong> <small data-astro-cid-lsutp3lb> <span data-language-content="en" data-astro-cid-lsutp3lb>3 files · working</span> <span data-language-content="pt" hidden data-astro-cid-lsutp3lb> 3 arquivos · trabalhando </span> </small> </button><button class="tree-node branch tests" data-tree="tests" role="treeitem" aria-selected="false" data-astro-cid-lsutp3lb> <span data-astro-cid-lsutp3lb> <span data-language-content="en" data-astro-cid-lsutp3lb>TEST AGENT</span> <span data-language-content="pt" hidden data-astro-cid-lsutp3lb> AGENTE DE TESTES </span> </span> <strong data-astro-cid-lsutp3lb>agent/tests</strong> <small data-astro-cid-lsutp3lb> <span data-language-content="en" data-astro-cid-lsutp3lb>8 checks · ready</span> <span data-language-content="pt" hidden data-astro-cid-lsutp3lb> 8 verificações · pronto </span> </small> </button><button class="tree-node branch docs" data-tree="docs" role="treeitem" aria-selected="false" data-astro-cid-lsutp3lb> <span data-astro-cid-lsutp3lb> <span data-language-content="en" data-astro-cid-lsutp3lb>DOCS AGENT</span> <span data-language-content="pt" hidden data-astro-cid-lsutp3lb> AGENTE DE DOCS </span> </span> <strong data-astro-cid-lsutp3lb>agent/docs</strong> <small data-astro-cid-lsutp3lb> <span data-language-content="en" data-astro-cid-lsutp3lb>2 pages · review</span> <span data-language-content="pt" hidden data-astro-cid-lsutp3lb> 2 páginas · revisão </span> </small> </button> </div> <article class="tree-detail" id="tree-detail" aria-live="polite"> <div><span>OWNER</span><strong>Orchestrator</strong></div><div> <span>CHECKOUT</span><strong>./project</strong> </div><p>Shared history and integration point. Workers never edit here.</p><code>git worktree list</code> </article> </div> </section> <section class="routing"> <div> <p class="eyebrow"> <span data-language-content="en">Model routing</span><span data-language-content="pt" hidden>Roteamento de modelos</span> </p><h2> <span data-language-content="en">Do not pay for<br>reasoning where<br>you need <em>rhythm.</em></span><span data-language-content="pt" hidden>Não pague por<br>raciocínio onde precisa<br>de <em>ritmo.</em></span> </h2><p class="interaction-hint"> <span data-language-content="en">Choose a job to see why the model profile changes.</span><span data-language-content="pt" hidden>Escolha um trabalho para entender por que o perfil do modelo muda.</span> </p> </div><div class="route-console"> <div class="route-table" data-astro-cid-xg74pkf4> <div class="head" data-astro-cid-xg74pkf4> <span data-astro-cid-xg74pkf4> <span data-language-content="en" data-astro-cid-xg74pkf4>Work</span> <span data-language-content="pt" hidden data-astro-cid-xg74pkf4> Trabalho </span> </span> <span data-astro-cid-xg74pkf4> <span data-language-content="en" data-astro-cid-xg74pkf4>Profile</span> <span data-language-content="pt" hidden data-astro-cid-xg74pkf4> Perfil </span> </span> <span data-astro-cid-xg74pkf4> <span data-language-content="en" data-astro-cid-xg74pkf4>Prompt shape</span> <span data-language-content="pt" hidden data-astro-cid-xg74pkf4> Formato do prompt </span> </span> </div> <button class="route-row active" data-route="plan" aria-pressed="true" data-astro-cid-xg74pkf4> <strong data-astro-cid-xg74pkf4> <span data-language-content="en" data-astro-cid-xg74pkf4>Plan</span> <span data-language-content="pt" hidden data-astro-cid-xg74pkf4> Planejar </span> </strong> <b data-astro-cid-xg74pkf4> strong / broad </b> <small data-astro-cid-xg74pkf4> What changes? What can break? </small> </button><button class="route-row" data-route="build" aria-pressed="false" data-astro-cid-xg74pkf4> <strong data-astro-cid-xg74pkf4> <span data-language-content="en" data-astro-cid-xg74pkf4>Build</span> <span data-language-content="pt" hidden data-astro-cid-xg74pkf4> Construir </span> </strong> <b data-astro-cid-xg74pkf4> fast / focused </b> <small data-astro-cid-xg74pkf4> Implement this slice. Run these checks. </small> </button><button class="route-row" data-route="explore" aria-pressed="false" data-astro-cid-xg74pkf4> <strong data-astro-cid-xg74pkf4> <span data-language-content="en" data-astro-cid-xg74pkf4>Explore</span> <span data-language-content="pt" hidden data-astro-cid-xg74pkf4> Explorar </span> </strong> <b data-astro-cid-xg74pkf4> read-only / light </b> <small data-astro-cid-xg74pkf4> Find where this contract is used. </small> </button><button class="route-row" data-route="review" aria-pressed="false" data-astro-cid-xg74pkf4> <strong data-astro-cid-xg74pkf4> <span data-language-content="en" data-astro-cid-xg74pkf4>Review</span> <span data-language-content="pt" hidden data-astro-cid-xg74pkf4> Revisar </span> </strong> <b data-astro-cid-xg74pkf4> independent </b> <small data-astro-cid-xg74pkf4> Does the diff satisfy the brief? </small> </button> </div> <article class="route-detail" id="route-detail" aria-live="polite"> <div class="route-meter"><span style="--score:92%"></span></div><div> <small>REASONING LOAD · 92</small><strong>High ambiguity</strong><p>Architecture and decomposition have a wide error surface. Spend reasoning here.</p> </div> </article> </div> </section> <section class="model-gearbox" id="models"> <div class="section-label"> <span><span data-language-content="en">Model gearbox</span><span data-language-content="pt" hidden>Câmbio de modelos</span></span><span><span data-language-content="en">capability tier × thinking effort</span><span data-language-content="pt" hidden>nível de capacidade × esforço de raciocínio</span></span> </div> <div class="gearbox-intro"> <div> <p class="eyebrow"> <span data-language-content="en">Two separate knobs</span><span data-language-content="pt" hidden>Dois controles separados</span> </p> <h2> <span data-language-content="en">Choose the engine.<br>Then choose the <em>gear.</em></span><span data-language-content="pt" hidden>Escolha o motor.<br>Depois escolha a <em>marcha.</em></span> </h2> </div> <p> <span data-language-content="en">A stronger model changes the capability ceiling. Higher reasoning effort gives that
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model more room to work. Start with the lightest combination that passes your real
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checks, then move one knob at a time.</span><span data-language-content="pt" hidden>Um modelo mais forte muda o teto de capacidade. Mais esforço de raciocínio dá mais
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espaço para esse modelo trabalhar. Comece com a combinação mais leve que passa seus
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checks e mova um controle por vez.</span> </p> </div> <div class="gearbox"> <div class="provider-tabs" role="tablist" aria-label="Model providers"> <button class="active" data-model-provider="openai" role="tab" aria-selected="true">OPENAI</button><button data-model-provider="claude" role="tab" aria-selected="false">CLAUDE</button><button data-model-provider="gemini" role="tab" aria-selected="false">GEMINI</button> </div><article class="provider-detail" id="provider-detail" aria-live="polite"> <header> <span>OpenAI</span><a href="https://developers.openai.com/api/docs/guides/latest-model" target="_blank" rel="noopener">OFFICIAL SOURCE ↗</a> </header><h3>Sol · Terra · Luna</h3><p>GPT-5.6 separates capability tier from reasoning effort. Sol is flagship, Terra balances performance and cost, and Luna targets efficient high-volume work.</p> </article><div class="effort-rail" role="tablist" aria-label="Reasoning effort"> <span><span data-language-content="en">REASONING / THINKING</span><span data-language-content="pt" hidden>RACIOCÍNIO / PENSAMENTO</span></span> <button data-effort="low" role="tab" aria-selected="false"><b><span data-language-content="en">LOW</span><span data-language-content="pt" hidden>BAIXO</span></b><small><span data-language-content="en">bounded + fast</span><span data-language-content="pt" hidden>delimitado + rápido</span></small></button><button class="active" data-effort="medium" role="tab" aria-selected="true"><b><span data-language-content="en">MEDIUM</span><span data-language-content="pt" hidden>MÉDIO</span></b><small><span data-language-content="en">default start</span><span data-language-content="pt" hidden>ponto inicial</span></small></button><button data-effort="high" role="tab" aria-selected="false"><b><span data-language-content="en">HIGH</span><span data-language-content="pt" hidden>ALTO</span></b><small><span data-language-content="en">complex + costly</span><span data-language-content="pt" hidden>complexo + custoso</span></small></button> </div><article class="effort-detail" id="effort-detail" aria-live="polite"> <span>MEDIUM</span><p>Balanced starting point for normal implementation, tests, and review. Measure before moving up.</p><code>reasoning: { effort: "medium" }</code> </article> </div> <div class="gearbox-rule"> <span><span data-language-content="en">ROUTING RULE</span><span data-language-content="pt" hidden>REGRA DE ROTEAMENTO</span></span> <strong><span data-language-content="en">Use strong models for ambiguity and judgment. Use lighter models for bounded execution.
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Raise effort only when evaluation shows a gain.</span><span data-language-content="pt" hidden>Use modelos fortes para ambiguidade e julgamento. Use modelos leves para execução
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delimitada. Aumente o esforço apenas quando a avaliação mostrar ganho.</span></strong> </div> </section> <section class="skills" id="skills"> <div> <p class="eyebrow"> <span data-language-content="en">Skills</span><span data-language-content="pt" hidden>Uma skill é um procedimento reutilizável. Ela pode carregar instruções, referências,
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scripts e assets. Não é memória mágica e não substitui critérios de aceitação.</span> </p><h2> <span data-language-content="en">Write the right way<br><em>once.</em></span><span data-language-content="pt" hidden>Escreva do jeito certo<br><em>uma vez.</em></span> </h2><p> <span data-language-content="en">A skill is a reusable procedure. It can carry instructions, references, scripts, and
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assets. It is not magical memory, and it does not replace acceptance criteria.</span> <span data-language-content="pt" hidden>Uma skill é um procedimento reutilizável. Ela pode carregar instruções, referências,
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scripts e assets. Não é memória mágica e não substitui critérios de aceitação.</span> </p><div class="skill-principles"> <span data-language-content="en">01 / trigger clearly</span><span data-language-content="pt" hidden>01 / defina o gatilho</span> <span data-language-content="en">02 / load detail on demand</span><span data-language-content="pt" hidden>02 / carregue detalhes sob demanda</span> <span data-language-content="en">03 / return evidence</span><span data-language-content="pt" hidden>03 / devolva evidências</span> </div> </div><div class="skill-explorer"> <div class="skill-package" role="tree" aria-label="Skill package files" data-astro-cid-fhsz22do> <span class="skill-package-label" data-astro-cid-fhsz22do> <span data-language-content="en" data-astro-cid-fhsz22do>SKILL PACKAGE</span> <span data-language-content="pt" hidden data-astro-cid-fhsz22do> PACOTE DE SKILL </span> </span> <button class="skill-package-row active" data-skill-file="skill" role="treeitem" aria-selected="true" data-astro-cid-fhsz22do> <code data-astro-cid-fhsz22do>SKILL.md</code> <small data-astro-cid-fhsz22do> procedure and limits </small> </button><button class="skill-package-row" data-skill-file="references" role="treeitem" aria-selected="false" data-astro-cid-fhsz22do> <code data-astro-cid-fhsz22do>references/</code> <small data-astro-cid-fhsz22do> facts to consult </small> </button><button class="skill-package-row" data-skill-file="scripts" role="treeitem" aria-selected="false" data-astro-cid-fhsz22do> <code data-astro-cid-fhsz22do>scripts/</code> <small data-astro-cid-fhsz22do> repeatable checks </small> </button><button class="skill-package-row" data-skill-file="assets" role="treeitem" aria-selected="false" data-astro-cid-fhsz22do> <code data-astro-cid-fhsz22do>assets/</code> <small data-astro-cid-fhsz22do> templates and examples </small> </button> </div> <article class="skill-detail" id="skill-detail" aria-live="polite"> <span>◇</span><div> <strong>SKILL.md</strong><p>Trigger, procedure, constraints, and the exact evidence the agent must return.</p><small>select another file to explore</small> </div> </article> </div><pre><code>name: review-ui · check focus, mobile, reduced motion · run verification · return evidence</code></pre> </section> <section class="skill-builder" id="create-skill"> <div class="section-label"> <span><span data-language-content="en">Create a skill</span><span data-language-content="pt" hidden>Criar uma skill</span></span><span><span data-language-content="en">repeatable pain → reusable judgment</span><span data-language-content="pt" hidden>atrito repetido → julgamento reutilizável</span></span> </div><div class="builder-intro"> <div> <p class="eyebrow"> <span data-language-content="en">The skill forge</span><span data-language-content="pt" hidden>A forja de skills</span> </p><h2> <span data-language-content="en">Teach the decision.<br>Keep the context <em>light.</em></span><span data-language-content="pt" hidden>Ensine a decisão.<br>Mantenha o contexto <em>leve.</em></span> </h2> </div><p> <span data-language-content="en">Do not package everything you know. Capture the non-obvious choices that repeatedly
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improve an outcome, then prove the skill changes behavior.</span><span data-language-content="pt" hidden>Não empacote tudo o que você sabe. Capture as escolhas não óbvias que melhoram
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resultados repetidamente e prove que a skill muda o comportamento.</span> </p> </div><div class="builder-workbench"> <nav class="builder-steps" role="tablist" aria-label="Skill creation workflow"> <button class="active" data-skill-step="observe" role="tab" aria-selected="true"> <b>01</b> <span> <span data-language-content="en">Observe</span> <span data-language-content="pt" hidden> Observar </span> </span> <small> <span data-language-content="en">find repeated friction</span> <span data-language-content="pt" hidden> encontre atrito repetido </span> </small> </button><button data-skill-step="trigger" role="tab" aria-selected="false"> <b>02</b> <span> <span data-language-content="en">Define trigger</span> <span data-language-content="pt" hidden> Definir gatilho </span> </span> <small> <span data-language-content="en">route precisely</span> <span data-language-content="pt" hidden> roteie com precisão </span> </small> </button><button data-skill-step="scaffold" role="tab" aria-selected="false"> <b>03</b> <span> <span data-language-content="en">Choose anatomy</span> <span data-language-content="pt" hidden> Escolher anatomia </span> </span> <small> <span data-language-content="en">only needed files</span> <span data-language-content="pt" hidden> apenas arquivos necessários </span> </small> </button><button data-skill-step="write" role="tab" aria-selected="false"> <b>04</b> <span> <span data-language-content="en">Write guidance</span> <span data-language-content="pt" hidden> Escrever orientação </span> </span> <small> <span data-language-content="en">decisions, not trivia</span> <span data-language-content="pt" hidden> decisões, não trivialidades </span> </small> </button><button data-skill-step="validate" role="tab" aria-selected="false"> <b>05</b> <span> <span data-language-content="en">Validate</span> <span data-language-content="pt" hidden> Validar </span> </span> <small> <span data-language-content="en">test real behavior</span> <span data-language-content="pt" hidden> teste comportamento real </span> </small> </button> </nav><article class="builder-detail" id="builder-detail" aria-live="polite"> <header> <span>01</span><small>QUESTION</small> </header><h3>Start from repeated friction</h3><blockquote> Which non-obvious decision keeps being rediscovered? </blockquote><div class="builder-action"> <span>ACTION</span><p>Collect two or three realistic requests. Separate durable judgment from one project’s temporary details.</p> </div><footer> <div> <span>ARTIFACT</span><strong>A narrow capability and concrete examples.</strong> </div><div> <span>PROOF</span><strong>Without the skill, agents repeatedly make the same avoidable mistake.</strong> </div> </footer> </article><aside class="builder-artifact"> <div class="artifact-head"> <span><span data-language-content="en">OUTPUT / SKILL PACKAGE</span><span data-language-content="pt" hidden>SAÍDA / PACOTE DE SKILL</span></span><i></i> </div><pre aria-label="Example skill structure"><code>review-ui/<br>├── SKILL.md<br>├── agents/<br>│ └── openai.yaml<br>├── references/<br>│ └── accessibility.md<br>└── scripts/<br> └── verify.mjs</code></pre><div class="artifact-command"> <span><span data-language-content="en">VALIDATE</span><span data-language-content="pt" hidden>VALIDAR</span></span><code>quick_validate.py ./review-ui</code> </div> </aside> </div><div class="builder-loop"> <span><span data-language-content="en">AFTER REAL USE</span><span data-language-content="pt" hidden>APÓS USO REAL</span></span><div data-language-content="en"> <b>observe failure</b><i>→</i><b>sharpen one rule</b><i>→</i><b>retest behavior</b><i>→</i><b>keep it narrow</b> </div><div data-language-content="pt" hidden> <b>observar falha</b><i>→</i><b>refinar uma regra</b><i>→</i><b>retestar comportamento</b><i>→</i><b>manter estreita</b> </div> </div> </section> <section class="skill-catalog" id="field-kit"> <div class="section-label"> <span><span data-language-content="en">Common skills</span><span data-language-content="pt" hidden>Skills comuns</span></span><span><span data-language-content="en">choose behavior before model</span><span data-language-content="pt" hidden>escolha o comportamento antes do modelo</span></span> </div><div class="catalog-intro"> <div> <p class="eyebrow"> <span data-language-content="en">The field kit</span><span data-language-content="pt" hidden>O kit de campo</span> </p> <h2> <span data-language-content="en">Different jobs.<br>Different <em>instincts.</em></span><span data-language-content="pt" hidden>Trabalhos diferentes.<br>Instintos <em>diferentes.</em></span> </h2> </div> <p> <span data-language-content="en">A skill changes how an agent approaches work. Some shape communication. Others enforce
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research, debugging, review, or completion discipline. Select one to inspect its
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operating rule and verified source.</span><span data-language-content="pt" hidden>Uma skill muda como o agente aborda o trabalho. Algumas moldam a comunicação. Outras
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impõem pesquisa, diagnóstico, revisão ou disciplina de conclusão. Selecione uma para
|
||
inspecionar sua regra operacional.</span> </p> </div><div class="skill-deck"> <div class="skill-index" role="tablist" aria-label="Common agent skills"> <button class="active" data-common-skill="ponytail" role="tab" aria-selected="true"> <span> <span data-language-content="en">SIMPLIFY</span> <span data-language-content="pt" hidden> SIMPLIFICAR </span> </span> <strong>ponytail-lite</strong> <small> <span data-language-content="en">minimum code that holds</span> <span data-language-content="pt" hidden> código mínimo que funciona </span> </small> </button><button data-common-skill="caveman" role="tab" aria-selected="false"> <span> <span data-language-content="en">COMMUNICATE</span> <span data-language-content="pt" hidden> COMUNICAR </span> </span> <strong>caveman</strong> <small> <span data-language-content="en">signal without filler</span> <span data-language-content="pt" hidden> sinal sem excesso </span> </small> </button><button data-common-skill="unlazy" role="tab" aria-selected="false"> <span> <span data-language-content="en">COMPLETE</span> <span data-language-content="pt" hidden> CONCLUIR </span> </span> <strong>unlazy</strong> <small> <span data-language-content="en">gates and evidence</span> <span data-language-content="pt" hidden> gates e evidências </span> </small> </button><button data-common-skill="research" role="tab" aria-selected="false"> <span> <span data-language-content="en">INVESTIGATE</span> <span data-language-content="pt" hidden> INVESTIGAR </span> </span> <strong>research</strong> <small> <span data-language-content="en">primary sources first</span> <span data-language-content="pt" hidden> fontes primárias primeiro </span> </small> </button><button data-common-skill="debug" role="tab" aria-selected="false"> <span> <span data-language-content="en">DIAGNOSE</span> <span data-language-content="pt" hidden> DIAGNOSTICAR </span> </span> <strong>diagnosing-bugs</strong> <small> <span data-language-content="en">tight feedback loop</span> <span data-language-content="pt" hidden> ciclo curto de feedback </span> </small> </button><button data-common-skill="review" role="tab" aria-selected="false"> <span> <span data-language-content="en">REVIEW</span> <span data-language-content="pt" hidden> REVISAR </span> </span> <strong>code-review</strong> <small> <span data-language-content="en">standards × spec</span> <span data-language-content="pt" hidden> padrões × especificação </span> </small> </button><button data-common-skill="tokens" role="tab" aria-selected="false"> <span> <span data-language-content="en">ECONOMIZE</span> <span data-language-content="pt" hidden> ECONOMIZAR </span> </span> <strong>token-saver</strong> <small> <span data-language-content="en">compress noisy output</span> <span data-language-content="pt" hidden> comprima saídas ruidosas </span> </small> </button> </div><article class="common-skill-detail" id="common-skill-detail" aria-live="polite"> <header> <span>01</span><small>SIMPLIFICATION INSTINCT</small> </header><h3>ponytail-lite</h3><blockquote> Stop at the first rung that holds. </blockquote><div class="common-skill-notes"> <div> <span>WHEN TO USE</span><p>Use when a request invites frameworks, dependencies, abstractions, or speculative scaffolding. It checks reuse, standard library, and native platform features before adding code.</p> </div><div> <span>EXAMPLE</span><p>Date picker? Start with &lt;input type="date"&gt;.</p> </div><div> <span>WATCH OUT</span><p>Never simplify away security, accessibility, validation, or real edge cases.</p> </div> </div><a class="skill-source" href="https://github.com/ilindaniel/ponytail-lite/blob/e7b42dc2d384a702240dea4d52a7bf5530b821b6/AGENTS.md" target="_blank" rel="noopener">GITHUB SOURCE ↗</a> </article> </div><div class="skill-loadout"> <span data-language-content="en">ONE PRACTICAL LOADOUT</span><span data-language-content="pt" hidden>UM LOADOUT PRÁTICO</span> <div data-language-content="en"> <b>PLAN</b> unlazy <i>→</i> <b>BUILD</b> ponytail-lite <i>→</i> <b>DEBUG</b> diagnosing-bugs <i>→</i> <b>REPORT</b> caveman
|
||
</div> <div data-language-content="pt" hidden> <b>PLANEJAR</b> unlazy <i>→</i> <b>CONSTRUIR</b> ponytail-lite <i>→</i> <b>DIAGNOSTICAR</b> diagnosing-bugs <i>→</i> <b>REPORTAR</b> caveman
|
||
</div> </div><article class="install-skills"> <header> <div> <span><span data-language-content="en">INSTALL PACK</span><span data-language-content="pt" hidden>PACOTE DE INSTALAÇÃO</span></span><strong><span data-language-content="en">Ask your coding agent to verify, install, and validate the skills.</span><span data-language-content="pt" hidden>Peça ao seu agente para verificar, instalar e validar as skills.</span></strong> </div><button class="copy-prompt-button" data-copy-target="prompt-install-skills" data-copy-prompt-button type="button" data-astro-cid-um2hulj3> <span data-copy-prompt-label data-astro-cid-um2hulj3>COPY</span> <i aria-hidden="true" data-astro-cid-um2hulj3>↗</i> </button> <script>
|
||
// CopyPrompt island — click handler.
|
||
// Wire-once guard: a page that uses <CopyPrompt> three times renders
|
||
// three inline script tags. Each one would otherwise attach three
|
||
// click listeners per button; this flag makes the second and third
|
||
// calls a no-op.
|
||
(function () {
|
||
if (window.__copyPromptWired) return;
|
||
window.__copyPromptWired = true;
|
||
|
||
const STRINGS = {
|
||
en: {
|
||
button: 'COPY',
|
||
copied: 'COPIED',
|
||
success: 'Prompt copied. Paste it into a fresh agent session.',
|
||
failure: 'Copy unavailable. Select the text manually.',
|
||
},
|
||
pt: {
|
||
button: 'COPIAR',
|
||
copied: 'COPIADO',
|
||
success: 'Prompt copiado. Cole em uma nova sessão de agente.',
|
||
failure: 'Não foi possível copiar. Selecione o texto manualmente.',
|
||
},
|
||
};
|
||
|
||
function currentLang() {
|
||
return document.documentElement.lang === 'pt-BR' ? 'pt' : 'en';
|
||
}
|
||
|
||
function labels() {
|
||
return STRINGS[currentLang()];
|
||
}
|
||
|
||
function setStatus(copied) {
|
||
const status = document.querySelector('#copy-status');
|
||
if (!status) return;
|
||
const l = labels();
|
||
status.textContent = copied ? l.success : l.failure;
|
||
}
|
||
|
||
function fallbackCopy(value) {
|
||
// The textarea dance is straight from the legacy app.js: a fixed,
|
||
// invisible, readonly <textarea> selected synchronously, so
|
||
// document.execCommand('copy') sees a real selection. Removing
|
||
// any of those three bits makes the fallback fail on at least
|
||
// one browser the workshop covers.
|
||
const helper = document.createElement('textarea');
|
||
helper.value = value;
|
||
helper.setAttribute('readonly', '');
|
||
helper.style.position = 'fixed';
|
||
helper.style.opacity = '0';
|
||
document.body.appendChild(helper);
|
||
helper.select();
|
||
let copied = false;
|
||
try {
|
||
copied = document.execCommand('copy');
|
||
} catch {
|
||
copied = false;
|
||
}
|
||
helper.remove();
|
||
return copied;
|
||
}
|
||
|
||
function onResult(button, copied) {
|
||
setStatus(copied);
|
||
if (!copied) return;
|
||
const l = labels();
|
||
const span = button.querySelector('span');
|
||
if (span) span.textContent = l.copied;
|
||
button.classList.add('copied');
|
||
// 1800ms matches the legacy copyPrompt. Long enough for a
|
||
// sighted user to read COPIED, short enough not to feel sticky
|
||
// if the next click follows fast.
|
||
window.setTimeout(function () {
|
||
button.classList.remove('copied');
|
||
if (span) span.textContent = labels().button;
|
||
}, 1800);
|
||
}
|
||
|
||
function copyPrompt(button) {
|
||
const id = button.dataset.copyTarget;
|
||
if (!id) return;
|
||
const target = document.querySelector('#' + id);
|
||
if (!target) return;
|
||
const visible = target.querySelector(':scope > [data-language-content]:not([hidden])');
|
||
const value = visible?.textContent || target.textContent || '';
|
||
|
||
if (
|
||
typeof navigator !== 'undefined' &&
|
||
navigator.clipboard &&
|
||
typeof navigator.clipboard.writeText === 'function'
|
||
) {
|
||
// navigator.clipboard.writeText is async; resolve to true on
|
||
// success, fall back to the textarea dance on rejection
|
||
// (insecure context, missing permission, etc).
|
||
navigator.clipboard.writeText(value).then(
|
||
function () {
|
||
onResult(button, true);
|
||
},
|
||
function () {
|
||
onResult(button, fallbackCopy(value));
|
||
},
|
||
);
|
||
return;
|
||
}
|
||
onResult(button, fallbackCopy(value));
|
||
}
|
||
|
||
function syncLabels() {
|
||
const l = labels();
|
||
const buttons = document.querySelectorAll('[data-copy-prompt-button]');
|
||
for (let i = 0; i < buttons.length; i++) {
|
||
const btn = buttons[i];
|
||
// Mid-feedback buttons (1800ms COPIED state) keep their
|
||
// swapped label until the timer fires; otherwise the toggle
|
||
// would visibly flicker the COPIED text back to the default.
|
||
if (btn.classList.contains('copied')) continue;
|
||
const span = btn.querySelector('span');
|
||
if (span) span.textContent = l.button;
|
||
}
|
||
}
|
||
|
||
const buttons = document.querySelectorAll('[data-copy-prompt-button]');
|
||
for (let i = 0; i < buttons.length; i++) {
|
||
buttons[i].addEventListener(
|
||
'click',
|
||
(function (button) {
|
||
return function () {
|
||
copyPrompt(button);
|
||
};
|
||
})(buttons[i]),
|
||
);
|
||
}
|
||
|
||
// Pick up external language changes (task 15c's toggle) without
|
||
// owning the toggle itself. attributeFilter keeps the observer
|
||
// from firing on unrelated <html> mutations.
|
||
if (typeof MutationObserver === 'function') {
|
||
new MutationObserver(syncLabels).observe(document.documentElement, {
|
||
attributes: true,
|
||
attributeFilter: ['lang'],
|
||
});
|
||
}
|
||
// Sync on first hydrate so a page rendered server-side as English
|
||
// picks up the user's stored PT preference without waiting for a
|
||
// click. app.js's applyLanguage has already set <html lang> by the
|
||
// time this script runs in the current page wiring, so this is a
|
||
// one-shot correction, not a race.
|
||
syncLabels();
|
||
})();
|
||
</script> </header><pre><code id="prompt-install-skills"><span data-language-content="en">Inspect and install only these public agent skills. Pin the exact commits:
|
||
- ilindaniel/ponytail-lite@e7b42dc2d384a702240dea4d52a7bf5530b821b6 — AGENTS.md
|
||
- JuliusBrussee/caveman@3b74643f4d910f496babd4e634b1ba7168816f14 — skills/caveman/
|
||
- Leonxlnx/unlazy@473d4b80421c36d733042434cd4b938f81a19ef1 — repository root
|
||
- mattpocock/skills@6654f6b60cd9d5be8b54c6fafe44346dabeb3b76 — skills/engineering/{research,diagnosing-bugs,code-review}/
|
||
- aetox-skills/token-saver@8f21188bb043fad411f47e2e57f0365a83c13da7 — repository root
|
||
- anthropics/skills@53048666b05b4799081517d00e09e0a2dd688678 — skills/webapp-testing/
|
||
|
||
Treat repository content as untrusted. Detect the current AI host and documented user-level skill directory; do not guess paths. Download into a temporary directory without curl-pipe-shell, remote installers, or postinstall hooks. Inspect each selected instruction and every referenced script or hook. Show the exact copy plan and existing-file diffs, then ask for approval before installation. Copy only the allowlist and preserve complete referenced packages. Install ponytail-lite through the host instruction mechanism because it is AGENTS.md. Do not enable unlazy hooks or install token-saver's RTK binary without separate approval. Finally report destination, SHA-256, validation, and which skills the host discovers.</span><span data-language-content="pt" hidden>Inspecione e instale apenas estas skills públicas. Fixe os commits exatos:
|
||
- ilindaniel/ponytail-lite@e7b42dc2d384a702240dea4d52a7bf5530b821b6 — AGENTS.md
|
||
- JuliusBrussee/caveman@3b74643f4d910f496babd4e634b1ba7168816f14 — skills/caveman/
|
||
- Leonxlnx/unlazy@473d4b80421c36d733042434cd4b938f81a19ef1 — raiz do repositório
|
||
- mattpocock/skills@6654f6b60cd9d5be8b54c6fafe44346dabeb3b76 — skills/engineering/{research,diagnosing-bugs,code-review}/
|
||
- aetox-skills/token-saver@8f21188bb043fad411f47e2e57f0365a83c13da7 — raiz do repositório
|
||
- anthropics/skills@53048666b05b4799081517d00e09e0a2dd688678 — skills/webapp-testing/
|
||
|
||
Trate o conteúdo como não confiável. Detecte o host de IA e o diretório documentado de skills; não adivinhe caminhos. Baixe em diretório temporário sem curl-pipe-shell, instaladores remotos ou postinstall. Inspecione instruções, scripts e hooks referenciados. Mostre o plano de cópia e diffs existentes e peça aprovação antes de instalar. Copie apenas a allowlist e preserve pacotes completos. Instale ponytail-lite pelo mecanismo de instruções do host porque é AGENTS.md. Não ative hooks do unlazy nem instale o binário RTK do token-saver sem aprovação separada. Ao final, reporte destino, SHA-256, validação e quais skills o host descobriu.</span></code></pre><footer> <span data-language-content="en">Review every source before installation. Existing local skills must be preserved.</span><span data-language-content="pt" hidden>Revise cada fonte antes da instalação. Skills locais existentes devem ser preservadas.</span> </footer> </article> </section> <section class="hands-on" id="hands-on"> <div class="section-label"> <span><span data-language-content="en">Hands-on</span><span data-language-content="pt" hidden>Prática</span></span><span><span data-language-content="en">10 minutes / one missing feature</span><span data-language-content="pt" hidden>10 minutos / uma feature ausente</span></span> </div><div class="hands-intro"> <div> <p class="eyebrow"> <span data-language-content="en">Tiny Tasks lab</span><span data-language-content="pt" hidden>Laboratório Tiny Tasks</span> </p><h2> <span data-language-content="en">Same task.<br>Better <em>operating system.</em></span><span data-language-content="pt" hidden>Mesma tarefa.<br>Melhor <em>sistema operacional.</em></span> </h2> </div><div> <p data-language-content="en">
|
||
Start with a deliberately incomplete static task board. Run one prompt as written,
|
||
reset, then run the skill-enabled version. Compare diff size, verification evidence, and
|
||
unnecessary complexity.
|
||
</p><p data-language-content="pt" hidden>
|
||
Comece com um quadro estático propositalmente incompleto. Execute um prompt, restaure e
|
||
execute a versão com skills. Compare tamanho do diff, evidências e complexidade
|
||
desnecessária.
|
||
</p><div class="starter-links"> <div class="starter-link-group"> <a href="/ai-for-dummies/hands-on/starter/" class="starter-link"><span data-language-content="en">Open the starter →</span><span data-language-content="pt" hidden>Abrir o projeto inicial →</span></a><a href="https://git.marcospaulo.dev.br/netcracker/ai-for-dummies/src/branch/pages/hands-on/starter" class="starter-link starter-link-source"><span data-language-content="en">Clone from Gitea →</span><span data-language-content="pt" hidden>Abrir o projeto inicial →</span></a> </div><div class="starter-link-group"> <a href="/ai-for-dummies/hands-on/rules/" class="starter-link"><span data-language-content="en">Open the rules lab →</span><span data-language-content="pt" hidden>Abrir o projeto inicial →</span></a><a href="https://git.marcospaulo.dev.br/netcracker/ai-for-dummies/src/branch/pages/hands-on/rules" class="starter-link starter-link-source"><span data-language-content="en">Clone from Gitea →</span><span data-language-content="pt" hidden>Abrir o projeto inicial →</span></a> </div> </div> </div> </div><div class="exercise-brief"> <span><span data-language-content="en">THE MISSING FEATURE</span><span data-language-content="pt" hidden>A FEATURE AUSENTE</span></span><strong><span data-language-content="en">Add All / Open / Done filters that survive reload and browser navigation.</span><span data-language-content="pt" hidden>Adicione filtros Todos / Abertos / Concluídos que sobrevivem reload e navegação.</span></strong><div> <span data-language-content="en"><b>STACK</b> HTML · CSS · JavaScript <b>DEPENDENCIES</b> none <b>FILES</b> 3</span><span data-language-content="pt" hidden><b>STACK</b> HTML · CSS · JavaScript <b>DEPENDÊNCIAS</b> nenhuma <b>ARQUIVOS</b> 3</span> </div> </div><div class="prompt-compare"> <article class="prompt-card"> <header> <div> <span>RUN A</span><strong><span data-language-content="en">Good prompt</span><span data-language-content="pt" hidden>Bom prompt</span></strong> </div><button class="copy-prompt-button" data-copy-target="prompt-basic" data-copy-prompt-button type="button" data-astro-cid-um2hulj3> <span data-copy-prompt-label data-astro-cid-um2hulj3>COPY</span> <i aria-hidden="true" data-astro-cid-um2hulj3>↗</i> </button> <script>
|
||
// CopyPrompt island — click handler.
|
||
// Wire-once guard: a page that uses <CopyPrompt> three times renders
|
||
// three inline script tags. Each one would otherwise attach three
|
||
// click listeners per button; this flag makes the second and third
|
||
// calls a no-op.
|
||
(function () {
|
||
if (window.__copyPromptWired) return;
|
||
window.__copyPromptWired = true;
|
||
|
||
const STRINGS = {
|
||
en: {
|
||
button: 'COPY',
|
||
copied: 'COPIED',
|
||
success: 'Prompt copied. Paste it into a fresh agent session.',
|
||
failure: 'Copy unavailable. Select the text manually.',
|
||
},
|
||
pt: {
|
||
button: 'COPIAR',
|
||
copied: 'COPIADO',
|
||
success: 'Prompt copiado. Cole em uma nova sessão de agente.',
|
||
failure: 'Não foi possível copiar. Selecione o texto manualmente.',
|
||
},
|
||
};
|
||
|
||
function currentLang() {
|
||
return document.documentElement.lang === 'pt-BR' ? 'pt' : 'en';
|
||
}
|
||
|
||
function labels() {
|
||
return STRINGS[currentLang()];
|
||
}
|
||
|
||
function setStatus(copied) {
|
||
const status = document.querySelector('#copy-status');
|
||
if (!status) return;
|
||
const l = labels();
|
||
status.textContent = copied ? l.success : l.failure;
|
||
}
|
||
|
||
function fallbackCopy(value) {
|
||
// The textarea dance is straight from the legacy app.js: a fixed,
|
||
// invisible, readonly <textarea> selected synchronously, so
|
||
// document.execCommand('copy') sees a real selection. Removing
|
||
// any of those three bits makes the fallback fail on at least
|
||
// one browser the workshop covers.
|
||
const helper = document.createElement('textarea');
|
||
helper.value = value;
|
||
helper.setAttribute('readonly', '');
|
||
helper.style.position = 'fixed';
|
||
helper.style.opacity = '0';
|
||
document.body.appendChild(helper);
|
||
helper.select();
|
||
let copied = false;
|
||
try {
|
||
copied = document.execCommand('copy');
|
||
} catch {
|
||
copied = false;
|
||
}
|
||
helper.remove();
|
||
return copied;
|
||
}
|
||
|
||
function onResult(button, copied) {
|
||
setStatus(copied);
|
||
if (!copied) return;
|
||
const l = labels();
|
||
const span = button.querySelector('span');
|
||
if (span) span.textContent = l.copied;
|
||
button.classList.add('copied');
|
||
// 1800ms matches the legacy copyPrompt. Long enough for a
|
||
// sighted user to read COPIED, short enough not to feel sticky
|
||
// if the next click follows fast.
|
||
window.setTimeout(function () {
|
||
button.classList.remove('copied');
|
||
if (span) span.textContent = labels().button;
|
||
}, 1800);
|
||
}
|
||
|
||
function copyPrompt(button) {
|
||
const id = button.dataset.copyTarget;
|
||
if (!id) return;
|
||
const target = document.querySelector('#' + id);
|
||
if (!target) return;
|
||
const visible = target.querySelector(':scope > [data-language-content]:not([hidden])');
|
||
const value = visible?.textContent || target.textContent || '';
|
||
|
||
if (
|
||
typeof navigator !== 'undefined' &&
|
||
navigator.clipboard &&
|
||
typeof navigator.clipboard.writeText === 'function'
|
||
) {
|
||
// navigator.clipboard.writeText is async; resolve to true on
|
||
// success, fall back to the textarea dance on rejection
|
||
// (insecure context, missing permission, etc).
|
||
navigator.clipboard.writeText(value).then(
|
||
function () {
|
||
onResult(button, true);
|
||
},
|
||
function () {
|
||
onResult(button, fallbackCopy(value));
|
||
},
|
||
);
|
||
return;
|
||
}
|
||
onResult(button, fallbackCopy(value));
|
||
}
|
||
|
||
function syncLabels() {
|
||
const l = labels();
|
||
const buttons = document.querySelectorAll('[data-copy-prompt-button]');
|
||
for (let i = 0; i < buttons.length; i++) {
|
||
const btn = buttons[i];
|
||
// Mid-feedback buttons (1800ms COPIED state) keep their
|
||
// swapped label until the timer fires; otherwise the toggle
|
||
// would visibly flicker the COPIED text back to the default.
|
||
if (btn.classList.contains('copied')) continue;
|
||
const span = btn.querySelector('span');
|
||
if (span) span.textContent = l.button;
|
||
}
|
||
}
|
||
|
||
const buttons = document.querySelectorAll('[data-copy-prompt-button]');
|
||
for (let i = 0; i < buttons.length; i++) {
|
||
buttons[i].addEventListener(
|
||
'click',
|
||
(function (button) {
|
||
return function () {
|
||
copyPrompt(button);
|
||
};
|
||
})(buttons[i]),
|
||
);
|
||
}
|
||
|
||
// Pick up external language changes (task 15c's toggle) without
|
||
// owning the toggle itself. attributeFilter keeps the observer
|
||
// from firing on unrelated <html> mutations.
|
||
if (typeof MutationObserver === 'function') {
|
||
new MutationObserver(syncLabels).observe(document.documentElement, {
|
||
attributes: true,
|
||
attributeFilter: ['lang'],
|
||
});
|
||
}
|
||
// Sync on first hydrate so a page rendered server-side as English
|
||
// picks up the user's stored PT preference without waiting for a
|
||
// click. app.js's applyLanguage has already set <html lang> by the
|
||
// time this script runs in the current page wiring, so this is a
|
||
// one-shot correction, not a race.
|
||
syncLabels();
|
||
})();
|
||
</script> </header><pre><code id="prompt-basic"><span data-language-content="en">Work only in hands-on/starter. It is dependency-free HTML, CSS, and JavaScript.
|
||
|
||
Add an All / Open / Done filter to Tiny Tasks.
|
||
|
||
Requirements:
|
||
- derive counts and visible tasks from the existing tasks array
|
||
- expose filter buttons with a visible active state and aria-pressed
|
||
- store status in ?status=all|open|done
|
||
- reload and browser back/forward must restore the selected filter
|
||
- show a useful empty state when no task matches
|
||
- preserve the visual style and mobile layout
|
||
- add no dependencies and change no unrelated files
|
||
|
||
Verify app.js syntax and exercise every filter plus URL navigation.
|
||
Return changed files, checks run, results, and remaining risk.</span><span data-language-content="pt" hidden>Trabalhe apenas em hands-on/starter. É HTML, CSS e JavaScript sem dependências.
|
||
|
||
Adicione um filtro Todos / Abertos / Concluídos ao Tiny Tasks.
|
||
|
||
Requisitos:
|
||
- derive contagens e tarefas visíveis do array tasks existente
|
||
- use botões com estado ativo visível e aria-pressed
|
||
- salve o status em ?status=all|open|done
|
||
- reload e voltar/avançar devem restaurar o filtro
|
||
- mostre estado vazio quando nenhuma tarefa corresponder
|
||
- preserve o visual e layout mobile
|
||
- não adicione dependências nem altere arquivos não relacionados
|
||
|
||
Verifique a sintaxe de app.js e teste filtros e navegação por URL.
|
||
Retorne arquivos alterados, checks, resultados e risco restante.</span></code></pre><footer> <span data-language-content="en">Clear context · constraints · acceptance · evidence</span><span data-language-content="pt" hidden>Contexto claro · restrições · aceitação · evidência</span> </footer> </article><article class="prompt-card enhanced"> <header> <div> <span>RUN B</span><strong><span data-language-content="en">Good prompt + skills</span><span data-language-content="pt" hidden>Bom prompt + skills</span></strong> </div><button class="copy-prompt-button" data-copy-target="prompt-skills" data-copy-prompt-button type="button" data-astro-cid-um2hulj3> <span data-copy-prompt-label data-astro-cid-um2hulj3>COPY</span> <i aria-hidden="true" data-astro-cid-um2hulj3>↗</i> </button> <script>
|
||
// CopyPrompt island — click handler.
|
||
// Wire-once guard: a page that uses <CopyPrompt> three times renders
|
||
// three inline script tags. Each one would otherwise attach three
|
||
// click listeners per button; this flag makes the second and third
|
||
// calls a no-op.
|
||
(function () {
|
||
if (window.__copyPromptWired) return;
|
||
window.__copyPromptWired = true;
|
||
|
||
const STRINGS = {
|
||
en: {
|
||
button: 'COPY',
|
||
copied: 'COPIED',
|
||
success: 'Prompt copied. Paste it into a fresh agent session.',
|
||
failure: 'Copy unavailable. Select the text manually.',
|
||
},
|
||
pt: {
|
||
button: 'COPIAR',
|
||
copied: 'COPIADO',
|
||
success: 'Prompt copiado. Cole em uma nova sessão de agente.',
|
||
failure: 'Não foi possível copiar. Selecione o texto manualmente.',
|
||
},
|
||
};
|
||
|
||
function currentLang() {
|
||
return document.documentElement.lang === 'pt-BR' ? 'pt' : 'en';
|
||
}
|
||
|
||
function labels() {
|
||
return STRINGS[currentLang()];
|
||
}
|
||
|
||
function setStatus(copied) {
|
||
const status = document.querySelector('#copy-status');
|
||
if (!status) return;
|
||
const l = labels();
|
||
status.textContent = copied ? l.success : l.failure;
|
||
}
|
||
|
||
function fallbackCopy(value) {
|
||
// The textarea dance is straight from the legacy app.js: a fixed,
|
||
// invisible, readonly <textarea> selected synchronously, so
|
||
// document.execCommand('copy') sees a real selection. Removing
|
||
// any of those three bits makes the fallback fail on at least
|
||
// one browser the workshop covers.
|
||
const helper = document.createElement('textarea');
|
||
helper.value = value;
|
||
helper.setAttribute('readonly', '');
|
||
helper.style.position = 'fixed';
|
||
helper.style.opacity = '0';
|
||
document.body.appendChild(helper);
|
||
helper.select();
|
||
let copied = false;
|
||
try {
|
||
copied = document.execCommand('copy');
|
||
} catch {
|
||
copied = false;
|
||
}
|
||
helper.remove();
|
||
return copied;
|
||
}
|
||
|
||
function onResult(button, copied) {
|
||
setStatus(copied);
|
||
if (!copied) return;
|
||
const l = labels();
|
||
const span = button.querySelector('span');
|
||
if (span) span.textContent = l.copied;
|
||
button.classList.add('copied');
|
||
// 1800ms matches the legacy copyPrompt. Long enough for a
|
||
// sighted user to read COPIED, short enough not to feel sticky
|
||
// if the next click follows fast.
|
||
window.setTimeout(function () {
|
||
button.classList.remove('copied');
|
||
if (span) span.textContent = labels().button;
|
||
}, 1800);
|
||
}
|
||
|
||
function copyPrompt(button) {
|
||
const id = button.dataset.copyTarget;
|
||
if (!id) return;
|
||
const target = document.querySelector('#' + id);
|
||
if (!target) return;
|
||
const visible = target.querySelector(':scope > [data-language-content]:not([hidden])');
|
||
const value = visible?.textContent || target.textContent || '';
|
||
|
||
if (
|
||
typeof navigator !== 'undefined' &&
|
||
navigator.clipboard &&
|
||
typeof navigator.clipboard.writeText === 'function'
|
||
) {
|
||
// navigator.clipboard.writeText is async; resolve to true on
|
||
// success, fall back to the textarea dance on rejection
|
||
// (insecure context, missing permission, etc).
|
||
navigator.clipboard.writeText(value).then(
|
||
function () {
|
||
onResult(button, true);
|
||
},
|
||
function () {
|
||
onResult(button, fallbackCopy(value));
|
||
},
|
||
);
|
||
return;
|
||
}
|
||
onResult(button, fallbackCopy(value));
|
||
}
|
||
|
||
function syncLabels() {
|
||
const l = labels();
|
||
const buttons = document.querySelectorAll('[data-copy-prompt-button]');
|
||
for (let i = 0; i < buttons.length; i++) {
|
||
const btn = buttons[i];
|
||
// Mid-feedback buttons (1800ms COPIED state) keep their
|
||
// swapped label until the timer fires; otherwise the toggle
|
||
// would visibly flicker the COPIED text back to the default.
|
||
if (btn.classList.contains('copied')) continue;
|
||
const span = btn.querySelector('span');
|
||
if (span) span.textContent = l.button;
|
||
}
|
||
}
|
||
|
||
const buttons = document.querySelectorAll('[data-copy-prompt-button]');
|
||
for (let i = 0; i < buttons.length; i++) {
|
||
buttons[i].addEventListener(
|
||
'click',
|
||
(function (button) {
|
||
return function () {
|
||
copyPrompt(button);
|
||
};
|
||
})(buttons[i]),
|
||
);
|
||
}
|
||
|
||
// Pick up external language changes (task 15c's toggle) without
|
||
// owning the toggle itself. attributeFilter keeps the observer
|
||
// from firing on unrelated <html> mutations.
|
||
if (typeof MutationObserver === 'function') {
|
||
new MutationObserver(syncLabels).observe(document.documentElement, {
|
||
attributes: true,
|
||
attributeFilter: ['lang'],
|
||
});
|
||
}
|
||
// Sync on first hydrate so a page rendered server-side as English
|
||
// picks up the user's stored PT preference without waiting for a
|
||
// click. app.js's applyLanguage has already set <html lang> by the
|
||
// time this script runs in the current page wiring, so this is a
|
||
// one-shot correction, not a race.
|
||
syncLabels();
|
||
})();
|
||
</script> </header><pre><code id="prompt-skills"><span data-language-content="en">Use $ponytail-lite and $webapp-testing.
|
||
Work only in hands-on/starter. It is dependency-free HTML, CSS, and JavaScript.
|
||
|
||
Add an All / Open / Done filter to Tiny Tasks.
|
||
|
||
Apply $ponytail-lite: inspect first, reuse the current render flow, prefer native URL and button APIs, and avoid dependencies or abstractions.
|
||
Apply $webapp-testing: verify all filters, aria-pressed, reload, browser back/forward, empty state, and one mobile viewport.
|
||
|
||
Acceptance:
|
||
- counts and visible tasks come from the existing tasks array
|
||
- ?status=all|open|done is the source of truth
|
||
- invalid status falls back safely to all
|
||
- style remains consistent; unrelated files remain untouched
|
||
|
||
Return the smallest working diff and concrete verification evidence.</span><span data-language-content="pt" hidden>Use $ponytail-lite e $webapp-testing.
|
||
Trabalhe apenas em hands-on/starter. É HTML, CSS e JavaScript sem dependências.
|
||
|
||
Adicione um filtro Todos / Abertos / Concluídos ao Tiny Tasks.
|
||
|
||
Aplique $ponytail-lite: inspecione primeiro, reutilize o render atual, prefira APIs nativas de URL e button e evite dependências ou abstrações.
|
||
Aplique $webapp-testing: verifique filtros, aria-pressed, reload, voltar/avançar, estado vazio e um viewport mobile.
|
||
|
||
Aceitação:
|
||
- contagens e tarefas visíveis vêm do array tasks existente
|
||
- ?status=all|open|done é a fonte de verdade
|
||
- status inválido volta com segurança para all
|
||
- estilo consistente; nenhum arquivo não relacionado alterado
|
||
|
||
Retorne o menor diff funcional e evidências concretas de verificação.</span></code></pre><footer> <span data-language-content="en">Same contract · explicit working methods · stronger proof</span><span data-language-content="pt" hidden>Mesmo contrato · métodos explícitos · prova mais forte</span> </footer> </article> </div><div class="comparison-strip"> <span><span data-language-content="en">COMPARE THE RUNS</span><span data-language-content="pt" hidden>COMPARE AS EXECUÇÕES</span></span><div> <b>01</b> <span data-language-content="en">Files changed</span><span data-language-content="pt" hidden>Arquivos alterados</span> </div><div> <b>02</b> <span data-language-content="en">New dependencies</span><span data-language-content="pt" hidden>Novas dependências</span> </div><div> <b>03</b> <span data-language-content="en">Checks actually run</span><span data-language-content="pt" hidden>Checks executados</span> </div><div> <b>04</b> <span data-language-content="en">Evidence returned</span><span data-language-content="pt" hidden>Evidências retornadas</span> </div> </div><p class="copy-status" id="copy-status" role="status" aria-live="polite"></p> </section> <aside class="rule"> <span><span data-language-content="en">THE HUMAN JOB</span><span data-language-content="pt" hidden>O PAPEL HUMANO</span></span><strong><span data-language-content="en">The agent may be autonomous in execution. Intent, boundaries, and evidence remain yours.</span><span data-language-content="pt" hidden>O agente pode ser autônomo na execução. Intenção, limites e evidências continuam sendo
|
||
seus.</span></strong> </aside> <aside class="callout"> <span><span data-language-content="en">START HERE</span><span data-language-content="pt" hidden>COMECE AQUI</span></span><strong><span data-language-content="en">Begin with one agent and one skill. Add parallelism only when the tasks are truly
|
||
independent.</span><span data-language-content="pt" hidden>Comece com um agente e uma skill. Adicione paralelismo apenas quando as tarefas forem
|
||
realmente independentes.</span></strong> </aside> <section class="verification" id="verification"> <div class="section-label"> <span>Verification</span><span>run each gate separately</span> </div><div class="verify-intro"> <div> <p class="eyebrow">Checks become evidence</p><h2>
|
||
Three layers.<br>Run each one alone.
|
||
</h2> </div><p>
|
||
Run a gate on its own line, print its exit code, attach the output. The result is the
|
||
deliverable.
|
||
</p> </div><div class="verify-layers"> <article> <span>01 · STATIC</span><h3>Lint and types</h3><p>
|
||
Format, lint, type-check. Fast and scoped to one file. Run on every save.
|
||
</p><code>pnpm lint; echo "lint=$?" pnpm typecheck; echo "typecheck=$?"</code> </article><article> <span>02 · BEHAVIOR</span><h3>Unit and contract</h3><p>
|
||
Tests that repeat. Run before claiming done.
|
||
</p><code>pnpm test; echo "test=$?" cd services/api && go test ./...</code> </article><article> <span>03 · INTEGRATION</span><h3>Real UI and API</h3><p>
|
||
Drive the actual UI, API, or browser. Slower and flakier — only this catches mobile
|
||
overflow and a missing 404.
|
||
</p><code>pnpm check:ui; echo "ui=$?" TURBO_FORCE=true pnpm e2e</code> </article> </div><div class="verify-antipatterns"> <span>FOUR WAYS A GREEN REPORT IS FALSE</span><div class="ap-grid"> <article> <b>1</b><div> <strong>Pipe a gate</strong><p>
|
||
tail, grep, or head hide the real exit code — a pipeline returns the last command's
|
||
status.
|
||
</p> </div> </article><article> <b>2</b><div> <strong>Swallow a rejection</strong><p>
|
||
A silent <code>.catch(() => {})</code> hides a panic, an upstream limit, or a partial
|
||
failure.
|
||
</p> </div> </article><article> <b>3</b><div> <strong>Trust the cache</strong><p>
|
||
Turbo caches results. A gate that "passes" may not have run — use <code>TURBO_FORCE=true</code>.
|
||
</p> </div> </article><article> <b>4</b><div> <strong>Skip the third layer</strong><p>
|
||
Lint and unit can both be green while the page breaks on mobile and the API never
|
||
returns 404.
|
||
</p> </div> </article> </div> </div><article class="verify-cta"> <span>RUN IT YOURSELF · two labs, under 10 minutes each</span><div class="verify-cta-grid"> <a href="/ai-for-dummies/hands-on/starter/" class="verify-card"><strong>Path A · verification lab</strong><p>
|
||
Fill the four-row comparison strip on the starter. Run A naively, Run B with <code>$gate-discipline</code> and <code>$webapp-testing</code>.
|
||
</p><small>Open the starter →</small><small class="verify-card-source">Clone ↗ <span>git.marcospaulo.dev.br/.../src/branch/pages/hands-on/starter</span></small></a><a href="/ai-for-dummies/hands-on/rules/" class="verify-card"><strong>Path B · rules lab</strong><p>
|
||
Toggle every rule off, run the prompt. Toggle every rule on, run it again. Compare
|
||
diff size, gate invocations, and the names of checks the agent names back.
|
||
</p><small><span data-language-content="en">Open the rules lab →</span><span data-language-content="pt" hidden>Open the rules lab →</span></small><small class="verify-card-source">Clone ↗ <span>git.marcospaulo.dev.br/.../src/branch/pages/hands-on/rules</span></small></a> </div> </article> </section> <section class="sources"> <div class="section-label"> <span><span data-language-content="en">Keep learning</span><span data-language-content="pt" hidden>Continue aprendendo</span></span><span><span data-language-content="en">12 new readings + primary docs</span><span data-language-content="pt" hidden>12 novas leituras + documentação primária</span></span> </div><p> <span data-language-content="en">Go deeper with official documentation, production case studies, Medium, and practitioner
|
||
workflows. <a href="/ai-for-dummies/rules/">Rules and enforcement case study →</a> <a href="/ai-for-dummies/skills-review/">Skills review desk →</a> <a href="/ai-for-dummies/docs/references/README.md">Primary references →</a> <a href="/ai-for-dummies/docs/references/additional-reading.md">12-part reading path →</a></span> <span data-language-content="pt" hidden>Aprofunde com documentação oficial, casos de produção, Medium e fluxos de praticantes. <a href="/ai-for-dummies/rules/">Estudo de caso sobre regras e enforcement →</a> <a href="/ai-for-dummies/docs/references/README.md">Referências primárias →</a> <a href="/ai-for-dummies/docs/references/additional-reading.md">Trilha com 12 leituras →</a></span> </p> </section> <!-- Legacy full-guide/index.html closes with this section after `.sources`.
|
||
Task 15d dropped it, and nothing caught that: verify.mjs reads the
|
||
legacy file, so its chapter-route assertion kept passing. It has no
|
||
`translations.pt` entry, so it is English-only on the live site too. --> <section class="chapter-route"> <div class="section-label"> <span>Navigate by idea</span><span>short chapters / one system</span> </div> <p>
|
||
Prefer a focused chapter? Start with the <a href="/ai-for-dummies/summary/">route map</a>, then
|
||
jump directly to <a href="/ai-for-dummies/models/">models</a>, <a href="/ai-for-dummies/agents/">agents and worktrees</a>, <a href="/ai-for-dummies/skills/">skill creation</a>, <a href="/ai-for-dummies/rules/">rules</a>, or
|
||
the <a href="/ai-for-dummies/skills-review/">skills review desk</a>.
|
||
</p> </section> </main> <!-- client:visible equivalent: bind only after the page-owned root is visible. --><span aria-hidden="true" data-guide-selector-hydration="visible" data-astro-cid-fvbvlfft></span> <script>(function(){const rootSelector = "#full-guide";
|
||
const data = {"phases":{"build":{"id":"build","model":{"en":"SONNET, HAIKU, OR EQUIVALENT","pt":"SONNET, HAIKU OU EQUIVALENTE"},"title":{"en":"Execute one bounded slice","pt":"Execute uma fatia delimitada"},"copy":{"en":"Give each worker enough context, one responsibility, and its own worktree. Less context; less collision.","pt":"Dê a cada worker contexto suficiente, uma responsabilidade e seu próprio worktree. Menos contexto; menos colisões."},"code":{"en":"brief + worktree → implement → test","pt":"brief + worktree → implementar → testar"}},"plan":{"id":"plan","model":{"en":"OPUS / REASONING","pt":"OPUS / RACIOCÍNIO"},"title":{"en":"Turn ambiguity into work","pt":"Transforme ambiguidade em trabalho"},"copy":{"en":"Inspect the repository, choose the architecture, split the request, and write acceptance criteria.","pt":"Inspecione o repositório, escolha a arquitetura, divida o pedido e escreva critérios de aceitação."},"code":{"en":"plan → decompose → define acceptance","pt":"planejar → decompor → definir aceitação"}},"review":{"id":"review","model":{"en":"STRONG MODEL OR HUMAN","pt":"MODELO FORTE OU HUMANO"},"title":{"en":"Reconnect result to intent","pt":"Reconecte o resultado à intenção"},"copy":{"en":"Check the diff against the original brief, run the checks, then merge, request changes, or discard.","pt":"Compare o diff com o brief original, execute as verificações e então faça merge, peça mudanças ou descarte."},"code":{"en":"diff + checks → review → merge / iterate","pt":"diff + verificações → revisar → merge / iterar"}}},"workers":{"docs":{"id":"docs","en":["Documentation worker","Receives: reviewed behavior + audience","Returns: guide, examples, and migration notes"],"pt":["Worker de documentação","Recebe: comportamento revisado + público","Devolve: guia, exemplos e notas de migração"]},"tests":{"id":"tests","en":["Verification worker","Receives: acceptance criteria + changed surface","Returns: failing case, passing checks, risk notes"],"pt":["Worker de verificação","Recebe: critérios de aceitação + superfície alterada","Devolve: caso de falha, verificações passando e riscos"]},"ui":{"id":"ui","en":["Interface worker","Receives: component contract + visual states","Returns: focused diff + viewport evidence"],"pt":["Worker de interface","Recebe: contrato do componente + estados visuais","Devolve: diff focado + evidência dos viewports"]}},"trees":{"docs":{"id":"docs","status":"review","owner":{"en":"Docs worker","pt":"Worker de docs"},"path":"../task-docs","command":"git merge --no-ff agent/docs","note":{"en":"Review requested. Merge, request changes, or discard without touching another checkout.","pt":"Revisão solicitada. Faça merge, peça mudanças ou descarte sem tocar em outro checkout."}},"main":{"id":"main","status":"clean","owner":{"en":"Orchestrator","pt":"Orquestrador"},"path":"./project","command":"git worktree list","note":{"en":"Shared history and integration point. Workers never edit here.","pt":"Histórico compartilhado e ponto de integração. Workers nunca editam aqui."}},"tests":{"id":"tests","status":"ready","owner":{"en":"Test worker","pt":"Worker de testes"},"path":"../task-tests","command":"git diff main...agent/tests","note":{"en":"Checks are green. Review the diff before merging into main.","pt":"Verificações passaram. Revise o diff antes do merge em main."}},"ui":{"id":"ui","status":"working","owner":{"en":"UI worker","pt":"Worker de UI"},"path":"../task-ui","command":"git worktree add ../task-ui -b agent/ui","note":{"en":"Own checkout and index. Safe to change presentation files in parallel.","pt":"Checkout e índice próprios. Seguro para alterar a apresentação em paralelo."}}},"routes":{"build":{"id":"build","score":38,"label":{"en":"Bounded execution","pt":"Execução delimitada"},"why":{"en":"The brief already removed ambiguity. Optimize for speed and tight feedback.","pt":"O brief já removeu a ambiguidade. Otimize para velocidade e feedback curto."}},"explore":{"id":"explore","score":22,"label":{"en":"Read-only discovery","pt":"Descoberta somente leitura"},"why":{"en":"Search, map, and report. A lightweight model can return facts without editing.","pt":"Busque, mapeie e reporte. Um modelo leve devolve fatos sem editar."}},"plan":{"id":"plan","score":92,"label":{"en":"High ambiguity","pt":"Alta ambiguidade"},"why":{"en":"Architecture and decomposition have a wide error surface. Spend reasoning here.","pt":"Arquitetura e decomposição têm grande superfície de erro. Invista raciocínio aqui."}},"review":{"id":"review","score":74,"label":{"en":"Independent judgment","pt":"Julgamento independente"},"why":{"en":"Reconnect the diff to intent with fresh context and adversarial attention.","pt":"Reconecte o diff à intenção com contexto novo e atenção crítica."}}},"providers":{"claude":{"id":"claude","label":"Claude","source":"https://docs.anthropic.com/en/docs/claude-code/model-config","title":{"en":"Opus · Sonnet · Haiku","pt":"Opus · Sonnet · Haiku"},"copy":{"en":"Claude Code exposes memorable aliases. Opus handles complex reasoning, Sonnet everyday coding, and Haiku simple fast work. The opusplan alias can plan with Opus and execute with Sonnet.","pt":"Claude Code oferece aliases fáceis de lembrar. Opus cuida de raciocínio complexo, Sonnet do código cotidiano e Haiku de trabalho simples e rápido. O alias opusplan pode planejar com Opus e executar com Sonnet."},"tiers":[["STRONG","Opus",{"en":"planning + architecture","pt":"planejamento + arquitetura"}],["BALANCED","Sonnet",{"en":"everyday coding","pt":"código cotidiano"}],["FAST","Haiku",{"en":"simple, fast tasks","pt":"tarefas simples e rápidas"}]],"config":"/model opus · /model sonnet · /model haiku"},"gemini":{"id":"gemini","label":"Gemini","source":"https://ai.google.dev/gemini-api/docs/thinking","title":{"en":"Pro · Flash · Flash-Lite","pt":"Pro · Flash · Flash-Lite"},"copy":{"en":"Gemini uses model families rather than interchangeable aliases. Pro targets complex reasoning, Flash balances capability and throughput, and Flash-Lite prioritizes latency and cost.","pt":"Gemini usa famílias de modelos, não aliases intercambiáveis. Pro mira raciocínio complexo, Flash equilibra capacidade e throughput, e Flash-Lite prioriza latência e custo."},"tiers":[["STRONG","Pro",{"en":"complex reasoning","pt":"raciocínio complexo"}],["BALANCED","Flash",{"en":"capability + throughput","pt":"capacidade + throughput"}],["FAST","Flash-Lite",{"en":"latency + cost","pt":"latência + custo"}]],"config":"thinkingConfig: { thinkingLevel: \"MEDIUM\" }"},"openai":{"id":"openai","label":"OpenAI","source":"https://developers.openai.com/api/docs/guides/latest-model","title":{"en":"Sol · Terra · Luna","pt":"Sol · Terra · Luna"},"copy":{"en":"GPT-5.6 separates capability tier from reasoning effort. Sol is flagship, Terra balances performance and cost, and Luna targets efficient high-volume work.","pt":"O GPT-5.6 separa o nível de capacidade do esforço de raciocínio. Sol é flagship, Terra equilibra desempenho e custo, e Luna atende trabalho eficiente em alto volume."},"tiers":[["STRONG","Sol",{"en":"orchestration + hard judgment","pt":"orquestração + julgamento difícil"}],["BALANCED","Terra",{"en":"normal implementation","pt":"implementação normal"}],["FAST","Luna",{"en":"bounded, high-volume work","pt":"trabalho delimitado e volumoso"}]],"config":"reasoning: { effort: \"medium\" }"}},"efforts":{"low":{"id":"low","en":["LOW","Use for formatting, lookup, narrow edits, and well-specified worker tasks. Optimize for fast feedback.","bounded task → low"],"pt":["BAIXO","Use para formatação, consulta, edições estreitas e tarefas de worker bem especificadas. Otimize para feedback rápido.","tarefa delimitada → baixo"]},"high":{"id":"high","en":["HIGH","Use for architecture, orchestration, hard debugging, and consequential review where added latency is justified.","ambiguity + risk → high"],"pt":["ALTO","Use para arquitetura, orquestração, diagnóstico difícil e revisão importante quando a latência extra se justifica.","ambiguidade + risco → alto"]},"medium":{"id":"medium","en":["MEDIUM","Balanced starting point for normal implementation, tests, and review. Measure before moving up.","normal build → medium"],"pt":["MÉDIO","Ponto inicial equilibrado para implementação normal, testes e revisão. Meça antes de subir.","build normal → médio"]}},"skillFiles":{"assets":{"id":"assets","icon":"▧","title":"assets/","en":"Templates and examples the agent can copy without reinventing the expected shape.","pt":"Templates e exemplos que o agente pode copiar sem reinventar o formato esperado."},"references":{"id":"references","icon":"≡","title":"references/","en":"Stable facts loaded only when the procedure needs them. Keep the main instruction lean.","pt":"Fatos estáveis carregados apenas quando o procedimento precisa. Mantenha a instrução principal enxuta."},"scripts":{"id":"scripts","icon":"›_","title":"scripts/","en":"Deterministic checks and repeated operations. Prefer executable proof over prose.","pt":"Verificações determinísticas e operações repetidas. Prefira prova executável a prosa."},"skill":{"id":"skill","icon":"◇","title":"SKILL.md","en":"Trigger, procedure, constraints, and the exact evidence the agent must return.","pt":"Gatilho, procedimento, restrições e a evidência exata que o agente deve devolver."}},"skillWorkflow":{"observe":{"id":"observe","number":"01","title":{"en":"Start from repeated friction","pt":"Comece pelo atrito repetido"},"question":{"en":"Which non-obvious decision keeps being rediscovered?","pt":"Qual decisão não óbvia continua sendo redescoberta?"},"action":{"en":"Collect two or three realistic requests. Separate durable judgment from one project’s temporary details.","pt":"Colete dois ou três pedidos realistas. Separe julgamento durável dos detalhes temporários de um projeto."},"output":{"en":"A narrow capability and concrete examples.","pt":"Uma capacidade estreita e exemplos concretos."},"proof":{"en":"Without the skill, agents repeatedly make the same avoidable mistake.","pt":"Sem a skill, agentes repetem o mesmo erro evitável."}},"scaffold":{"id":"scaffold","number":"03","title":{"en":"Choose only useful anatomy","pt":"Escolha apenas a anatomia útil"},"question":{"en":"What must be instructions, executable, consulted, or copied?","pt":"O que deve ser instrução, executável, consultado ou copiado?"},"action":{"en":"Keep shared guidance in SKILL.md. Add scripts for repeated deterministic work, references for conditional facts, and assets for generated output.","pt":"Mantenha orientação comum em SKILL.md. Adicione scripts para trabalho determinístico, referências para fatos condicionais e assets para saída."},"output":{"en":"Smallest folder structure that supports the workflow.","pt":"A menor estrutura de pastas que sustenta o fluxo."},"proof":{"en":"Every file has a real caller; no placeholder directories.","pt":"Cada arquivo tem um consumidor real; nenhuma pasta placeholder."}},"trigger":{"id":"trigger","number":"02","title":{"en":"Make discovery precise","pt":"Torne a descoberta precisa"},"question":{"en":"When should this load—and when should it stay out?","pt":"Quando isto deve carregar — e quando deve ficar de fora?"},"action":{"en":"Choose a short action-oriented name. Write a discriminating description that names the task and meaningful boundary.","pt":"Escolha um nome curto orientado à ação. Escreva uma descrição discriminante que nomeie a tarefa e seu limite."},"output":{"en":"YAML name + description in SKILL.md.","pt":"Nome + descrição YAML em SKILL.md."},"proof":{"en":"Relevant prompts select it; nearby unrelated prompts do not.","pt":"Prompts relevantes selecionam; prompts próximos mas não relacionados, não."}},"validate":{"id":"validate","number":"05","title":{"en":"Test behavior, then sharpen","pt":"Teste comportamento, depois refine"},"question":{"en":"Did the skill improve a realistic outcome?","pt":"A skill melhorou um resultado realista?"},"action":{"en":"Run structural validation, execute every new script, and forward-test realistic requests. Fix observed failures with the narrowest rule.","pt":"Execute validação estrutural, rode cada script novo e teste pedidos realistas. Corrija falhas observadas com a regra mais estreita."},"output":{"en":"Validated package plus evidence from real use.","pt":"Pacote validado mais evidência de uso real."},"proof":{"en":"quick_validate passes and behavior improves without unrelated side effects.","pt":"quick_validate passa e o comportamento melhora sem efeitos colaterais."}},"write":{"id":"write","number":"04","title":{"en":"Write what changes decisions","pt":"Escreva o que muda decisões"},"question":{"en":"What would a capable agent still get wrong?","pt":"O que um agente capaz ainda erraria?"},"action":{"en":"State outcome, non-obvious constraints, routing, and stopping conditions. Remove generic advice, duplicate facts, and speculative rules.","pt":"Declare resultado, restrições não óbvias, roteamento e condições de parada. Remova conselhos genéricos, fatos duplicados e regras especulativas."},"output":{"en":"Lean SKILL.md with progressive links.","pt":"SKILL.md enxuto com links progressivos."},"proof":{"en":"Another agent can act correctly without loading irrelevant detail.","pt":"Outro agente consegue agir corretamente sem carregar detalhes irrelevantes."}}},"commonSkills":{"debug":{"id":"debug","number":"05","kind":{"en":"DIAGNOSTIC LOOP","pt":"CICLO DE DIAGNÓSTICO"},"label":{"en":"DIAGNOSE","pt":"DIAGNOSTICAR"},"tagline":{"en":"tight feedback loop","pt":"ciclo curto de feedback"},"title":"diagnosing-bugs","rule":{"en":"No red-capable loop, no theory.","pt":"Sem ciclo capaz de falhar, sem teoria."},"use":{"en":"Use for hard bugs, flakes, and regressions. First build a fast deterministic reproduction, then minimize, rank hypotheses, instrument, and fix the root cause.","pt":"Use para bugs difíceis, flakes e regressões. Primeiro crie reprodução rápida e determinística; depois minimize, ranqueie hipóteses, instrumente e corrija a causa raiz."},"example":{"en":"One command reproduces the exact symptom before any fix.","pt":"Um comando reproduz o sintoma exato antes de qualquer correção."},"caution":{"en":"Do not jump from error message straight to a patch.","pt":"Não pule da mensagem de erro direto para um patch."},"source":"https://github.com/mattpocock/skills/blob/6654f6b60cd9d5be8b54c6fafe44346dabeb3b76/skills/engineering/diagnosing-bugs/SKILL.md"},"ponytail":{"id":"ponytail","number":"01","kind":{"en":"SIMPLIFICATION INSTINCT","pt":"INSTINTO DE SIMPLIFICAÇÃO"},"label":{"en":"SIMPLIFY","pt":"SIMPLIFICAR"},"tagline":{"en":"minimum code that holds","pt":"código mínimo que funciona"},"title":"ponytail-lite","rule":{"en":"Stop at the first rung that holds.","pt":"Pare no primeiro degrau que sustenta."},"use":{"en":"Use when a request invites frameworks, dependencies, abstractions, or speculative scaffolding. It checks reuse, standard library, and native platform features before adding code.","pt":"Use quando um pedido convida frameworks, dependências, abstrações ou scaffolding especulativo. Verifica reúso, biblioteca padrão e recursos nativos antes de adicionar código."},"example":{"en":"Date picker? Start with <input type=\"date\">.","pt":"Seletor de data? Comece com <input type=\"date\">."},"caution":{"en":"Never simplify away security, accessibility, validation, or real edge cases.","pt":"Nunca simplifique segurança, acessibilidade, validação ou casos extremos reais."},"source":"https://github.com/ilindaniel/ponytail-lite/blob/e7b42dc2d384a702240dea4d52a7bf5530b821b6/AGENTS.md"},"caveman":{"id":"caveman","number":"02","kind":{"en":"COMMUNICATION STYLE","pt":"ESTILO DE COMUNICAÇÃO"},"label":{"en":"COMMUNICATE","pt":"COMUNICAR"},"tagline":{"en":"signal without filler","pt":"sinal sem excesso"},"title":"caveman","rule":{"en":"Signal first. Drop filler.","pt":"Sinal primeiro. Corte o excesso."},"use":{"en":"Use for routine status, handoffs, and technical summaries where speed matters. Short fragments make actions and evidence easy to scan.","pt":"Use em status, handoffs e resumos técnicos rotineiros onde velocidade importa. Fragmentos curtos facilitam localizar ações e evidências."},"example":{"en":"Built. Tests pass. Published.","pt":"Feito. Testes passaram. Publicado."},"caution":{"en":"Drop the style for security warnings, irreversible actions, and sequences where terse wording can be misread.","pt":"Abandone o estilo em alertas de segurança, ações irreversíveis e sequências onde concisão pode causar erro."},"source":"https://github.com/JuliusBrussee/caveman/blob/3b74643f4d910f496babd4e634b1ba7168816f14/skills/caveman/SKILL.md"},"review":{"id":"review","number":"06","kind":{"en":"INDEPENDENT REVIEW","pt":"REVISÃO INDEPENDENTE"},"label":{"en":"REVIEW","pt":"REVISAR"},"tagline":{"en":"standards × spec","pt":"padrões × especificação"},"title":"code-review","rule":{"en":"Check standards and intent separately.","pt":"Verifique padrões e intenção separadamente."},"use":{"en":"Use on a branch or PR. One axis checks repository standards; another checks whether the change actually satisfies its originating specification.","pt":"Use em branch ou PR. Um eixo verifica padrões do repositório; outro verifica se a mudança realmente satisfaz a especificação original."},"example":{"en":"Clean code can still solve the wrong problem.","pt":"Código limpo ainda pode resolver o problema errado."},"caution":{"en":"Pin the comparison point and source specification before reviewing.","pt":"Fixe o ponto de comparação e a especificação antes de revisar."},"source":"https://github.com/mattpocock/skills/blob/6654f6b60cd9d5be8b54c6fafe44346dabeb3b76/skills/engineering/code-review/SKILL.md"},"unlazy":{"id":"unlazy","number":"03","kind":{"en":"COMPLETION DISCIPLINE","pt":"DISCIPLINA DE CONCLUSÃO"},"label":{"en":"COMPLETE","pt":"CONCLUIR"},"tagline":{"en":"gates and evidence","pt":"gates e evidências"},"title":"unlazy","rule":{"en":"Define observable gates. Finish against evidence.","pt":"Defina gates observáveis. Termine com evidências."},"use":{"en":"Use for substantial autonomous builds, audits, and parallel work where quiet omissions are expensive. It turns “done” into runnable acceptance checks.","pt":"Use em builds autônomos grandes, auditorias e trabalho paralelo onde omissões custam caro. Transforma “pronto” em verificações executáveis."},"example":{"en":"Gate: language toggle persists. Check: browser reload. Expect: pt-BR.","pt":"Gate: idioma persiste. Check: recarregar navegador. Esperado: pt-BR."},"caution":{"en":"Too heavy for trivial edits or factual answers.","pt":"Pesado demais para edições triviais ou respostas factuais."},"source":"https://github.com/Leonxlnx/unlazy/blob/473d4b80421c36d733042434cd4b938f81a19ef1/SKILL.md"},"research":{"id":"research","number":"04","kind":{"en":"SOURCE DISCIPLINE","pt":"DISCIPLINA DE FONTES"},"label":{"en":"INVESTIGATE","pt":"INVESTIGAR"},"tagline":{"en":"primary sources first","pt":"fontes primárias primeiro"},"title":"research","rule":{"en":"Trace claims to owners.","pt":"Leve afirmações até suas fontes."},"use":{"en":"Use when APIs, standards, architecture facts, or current behavior must be verified. Capture findings in a cited note, prioritizing primary sources.","pt":"Use quando APIs, padrões, fatos de arquitetura ou comportamento atual precisam ser verificados. Registre achados citados, priorizando fontes primárias."},"example":{"en":"Git behavior → git-scm.com docs, not a remembered blog summary.","pt":"Comportamento do Git → documentação git-scm.com, não memória de um blog."},"caution":{"en":"Practitioner articles add context; they do not override official behavior.","pt":"Artigos de praticantes dão contexto; não substituem comportamento oficial."},"source":"https://github.com/mattpocock/skills/blob/6654f6b60cd9d5be8b54c6fafe44346dabeb3b76/skills/engineering/research/SKILL.md"},"tokens":{"id":"tokens","number":"07","kind":{"en":"CONTEXT ECONOMY","pt":"ECONOMIA DE CONTEXTO"},"label":{"en":"ECONOMIZE","pt":"ECONOMIZAR"},"tagline":{"en":"compress noisy output","pt":"comprima saídas ruidosas"},"title":"token-saver","rule":{"en":"Keep signal. Strip command noise.","pt":"Mantenha sinal. Corte ruído de comandos."},"use":{"en":"Use around verbose tests, builds, Git output, and logs. Filtering preserves context for reasoning while retaining full failure output for recovery.","pt":"Use em testes, builds, saídas Git e logs verbosos. Filtragem preserva contexto para raciocínio e mantém falhas completas para recuperação."},"example":{"en":"200 passing-test lines → one result; failures keep their trace.","pt":"200 linhas de testes passando → um resultado; falhas mantêm o trace."},"caution":{"en":"Read raw output when exact wording or full diffs matter.","pt":"Leia saída bruta quando texto exato ou diffs completos importarem."},"source":"https://github.com/aetox-skills/token-saver/blob/8f21188bb043fad411f47e2e57f0365a83c13da7/SKILL.md"}},"labels":{"context":{"en":"context: isolated","pt":"contexto: isolado"},"owner":{"en":"OWNER","pt":"RESPONSÁVEL"},"reasoningLoad":{"en":"REASONING LOAD","pt":"CARGA DE RACIOCÍNIO"},"officialSource":{"en":"OFFICIAL SOURCE ↗","pt":"FONTE OFICIAL ↗"},"skillFileHint":{"en":"select another file to explore","pt":"clique em outro arquivo para explorar"},"workflow":{"question":{"en":"QUESTION","pt":"PERGUNTA"},"action":{"en":"ACTION","pt":"AÇÃO"},"artifact":{"en":"ARTIFACT","pt":"ARTEFATO"},"proof":{"en":"PROOF","pt":"PROVA"}},"commonSkill":{"whenToUse":{"en":"WHEN TO USE","pt":"QUANDO USAR"},"example":{"en":"EXAMPLE","pt":"EXEMPLO"},"watchOut":{"en":"WATCH OUT","pt":"CUIDADO"},"source":{"en":"GITHUB SOURCE ↗","pt":"FONTE NO GITHUB ↗"}}}};
|
||
|
||
(() => {
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||
const root = document.querySelector(rootSelector);
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||
if (!root) return;
|
||
|
||
const language = () => (document.documentElement.lang === 'pt-BR' ? 'pt' : 'en');
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||
const item = (group, id) => data[group][id];
|
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const activeId = (selector, key, fallback) =>
|
||
root.querySelector(`${selector}.active`)?.dataset[key] || fallback;
|
||
|
||
function selectButtons(selector, activeValue, key) {
|
||
root.querySelectorAll(selector).forEach((button) => {
|
||
const active = button.dataset[key] === activeValue;
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||
button.classList.toggle('active', active);
|
||
button.setAttribute(
|
||
button.hasAttribute('aria-selected') ? 'aria-selected' : 'aria-pressed',
|
||
String(active),
|
||
);
|
||
});
|
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}
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||
function replace(target, markup) {
|
||
const panel = root.querySelector(target);
|
||
if (!panel) return;
|
||
panel.innerHTML = markup;
|
||
panel.classList.remove('is-swapping');
|
||
void panel.offsetWidth;
|
||
panel.classList.add('is-swapping');
|
||
}
|
||
|
||
// Names deliberately match legacy functions until task 19 updates its checks.
|
||
function render(id) {
|
||
const phase = item('phases', id);
|
||
if (!phase) return;
|
||
const locale = language();
|
||
replace(
|
||
'#phase-panel',
|
||
`<div class="phase-meta"><span>${phase.model[locale]}</span><small>${data.labels.context[locale]}</small></div><h3>${phase.title[locale]}</h3><p>${phase.copy[locale]}</p><code>${phase.code[locale]}</code>`,
|
||
);
|
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selectButtons('[data-phase]', id, 'phase');
|
||
}
|
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function renderWorker(id) {
|
||
const worker = item('workers', id);
|
||
if (!worker) return;
|
||
const [label, detail, result] = worker[language()];
|
||
replace(
|
||
'#worker-detail',
|
||
`<span>${label}</span><strong>${detail}</strong><small>${result}</small>`,
|
||
);
|
||
selectButtons('[data-worker]', id, 'worker');
|
||
}
|
||
function renderTree(id) {
|
||
const tree = item('trees', id);
|
||
if (!tree) return;
|
||
const locale = language();
|
||
replace(
|
||
'#tree-detail',
|
||
`<div><span>${data.labels.owner[locale]}</span><strong>${tree.owner[locale]}</strong></div><div><span>CHECKOUT</span><strong>${tree.path}</strong></div><p>${tree.note[locale]}</p><code>${tree.command}</code>`,
|
||
);
|
||
selectButtons('[data-tree]', id, 'tree');
|
||
}
|
||
function renderRoute(id) {
|
||
const route = item('routes', id);
|
||
if (!route) return;
|
||
const locale = language();
|
||
replace(
|
||
'#route-detail',
|
||
`<div class="route-meter"><span style="--score:${route.score}%"></span></div><div><small>${data.labels.reasoningLoad[locale]} · ${route.score}</small><strong>${route.label[locale]}</strong><p>${route.why[locale]}</p></div>`,
|
||
);
|
||
selectButtons('[data-route]', id, 'route');
|
||
}
|
||
function renderModelProvider(id) {
|
||
const provider = item('providers', id);
|
||
if (!provider) return;
|
||
const locale = language();
|
||
const tiers = provider.tiers
|
||
.map(
|
||
([kind, name, note]) =>
|
||
`<div><span>${locale === 'pt' ? { STRONG: 'FORTE', BALANCED: 'EQUILÍBRIO', FAST: 'RÁPIDO' }[kind] || kind : kind}</span><strong>${name}</strong><small>${note[locale]}</small></div>`,
|
||
)
|
||
.join('');
|
||
replace(
|
||
'#provider-detail',
|
||
`<header><span>${provider.label}</span><a href="${provider.source}" target="_blank" rel="noopener">${data.labels.officialSource[locale]}</a></header><h3>${provider.title[locale]}</h3><p>${provider.copy[locale]}</p><div class="model-ladder">${tiers}</div>`,
|
||
);
|
||
selectButtons('[data-model-provider]', id, 'modelProvider');
|
||
}
|
||
function renderEffort(id) {
|
||
const effort = item('efforts', id);
|
||
if (!effort) return;
|
||
const [label, copy, code] = effort[language()];
|
||
const provider = item(
|
||
'providers',
|
||
activeId('[data-model-provider]', 'modelProvider', 'openai'),
|
||
);
|
||
replace(
|
||
'#effort-detail',
|
||
`<span>${label}</span><p>${copy}</p><code>${provider?.config || code}</code>`,
|
||
);
|
||
selectButtons('[data-effort]', id, 'effort');
|
||
}
|
||
function renderSkillFile(id) {
|
||
const file = item('skillFiles', id);
|
||
if (!file) return;
|
||
const locale = language();
|
||
replace(
|
||
'#skill-detail',
|
||
`<span>${file.icon}</span><div><strong>${file.title}</strong><p>${file[locale]}</p><small>${data.labels.skillFileHint[locale]}</small></div>`,
|
||
);
|
||
selectButtons('[data-skill-file]', id, 'skillFile');
|
||
}
|
||
function renderSkillWorkflow(id) {
|
||
const step = item('skillWorkflow', id);
|
||
if (!step) return;
|
||
const locale = language();
|
||
const labels = data.labels.workflow;
|
||
replace(
|
||
'#builder-detail',
|
||
`<header><span>${step.number}</span><small>${labels.question[locale]}</small></header><h3>${step.title[locale]}</h3><blockquote>${step.question[locale]}</blockquote><div class="builder-action"><span>${labels.action[locale]}</span><p>${step.action[locale]}</p></div><footer><div><span>${labels.artifact[locale]}</span><strong>${step.output[locale]}</strong></div><div><span>${labels.proof[locale]}</span><strong>${step.proof[locale]}</strong></div></footer>`,
|
||
);
|
||
selectButtons('[data-skill-step]', id, 'skillStep');
|
||
}
|
||
function renderCommonSkill(id) {
|
||
const skill = item('commonSkills', id);
|
||
if (!skill) return;
|
||
const locale = language();
|
||
const labels = data.labels.commonSkill;
|
||
replace(
|
||
'#common-skill-detail',
|
||
`<header><span>${skill.number}</span><small>${skill.kind[locale]}</small></header><h3>${skill.title}</h3><blockquote>${skill.rule[locale]}</blockquote><div class="common-skill-notes"><div><span>${labels.whenToUse[locale]}</span><p>${skill.use[locale]}</p></div><div><span>${labels.example[locale]}</span><p>${skill.example[locale]}</p></div><div><span>${labels.watchOut[locale]}</span><p>${skill.caution[locale]}</p></div></div><a class="skill-source" href="${skill.source}" target="_blank" rel="noopener">${labels.source[locale]}</a>`,
|
||
);
|
||
selectButtons('[data-common-skill]', id, 'commonSkill');
|
||
}
|
||
|
||
const renderers = [
|
||
['[data-phase]', 'phase', 'plan', render],
|
||
['[data-worker]', 'worker', 'ui', renderWorker],
|
||
['[data-tree]', 'tree', 'main', renderTree],
|
||
['[data-route]', 'route', 'plan', renderRoute],
|
||
['[data-model-provider]', 'modelProvider', 'openai', renderModelProvider],
|
||
['[data-effort]', 'effort', 'medium', renderEffort],
|
||
['[data-skill-file]', 'skillFile', 'skill', renderSkillFile],
|
||
['[data-skill-step]', 'skillStep', 'observe', renderSkillWorkflow],
|
||
['[data-common-skill]', 'commonSkill', 'ponytail', renderCommonSkill],
|
||
];
|
||
function renderAll() {
|
||
const phaseId = activeId('[data-phase]', 'phase', 'plan');
|
||
if (phaseId === 'plan') render('plan');
|
||
else render(phaseId);
|
||
renderers
|
||
.slice(1)
|
||
.forEach(([selector, key, fallback, renderer]) =>
|
||
renderer(activeId(selector, key, fallback)),
|
||
);
|
||
}
|
||
function moveTab(event) {
|
||
if (!['ArrowRight', 'ArrowLeft', 'ArrowUp', 'ArrowDown', 'Home', 'End'].includes(event.key))
|
||
return;
|
||
const tabs = [...event.currentTarget.querySelectorAll('[role="tab"]')];
|
||
if (!tabs.length) return;
|
||
event.preventDefault();
|
||
const current = tabs.indexOf(document.activeElement);
|
||
const offset = event.key === 'ArrowRight' || event.key === 'ArrowDown' ? 1 : -1;
|
||
const next =
|
||
event.key === 'Home'
|
||
? 0
|
||
: event.key === 'End'
|
||
? tabs.length - 1
|
||
: (current + offset + tabs.length) % tabs.length;
|
||
tabs[next].click();
|
||
tabs[next].focus();
|
||
}
|
||
function bind() {
|
||
renderers.forEach(([selector, key, fallback, renderer]) =>
|
||
root.querySelectorAll(selector).forEach((button) =>
|
||
button.addEventListener('click', () => {
|
||
renderer(button.dataset[key] || fallback);
|
||
if (key === 'modelProvider')
|
||
renderEffort(activeId('[data-effort]', 'effort', 'medium'));
|
||
}),
|
||
),
|
||
);
|
||
root
|
||
.querySelectorAll('[role="tablist"]')
|
||
.forEach((list) => list.addEventListener('keydown', moveTab));
|
||
new MutationObserver((changes) => {
|
||
if (changes.some((change) => change.attributeName === 'lang')) renderAll();
|
||
}).observe(document.documentElement, { attributes: true, attributeFilter: ['lang'] });
|
||
window.addEventListener('ai-for-dummies:languagechange', renderAll);
|
||
renderAll();
|
||
}
|
||
if ('IntersectionObserver' in window) {
|
||
const observer = new IntersectionObserver((entries) => {
|
||
if (entries.some((entry) => entry.isIntersecting)) {
|
||
observer.disconnect();
|
||
bind();
|
||
}
|
||
});
|
||
observer.observe(root);
|
||
} else bind();
|
||
})();
|
||
})();</script> </body></html> |