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<title data-rh="true">neokapi</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" property="og:image" content="https://neokapi.github.io/img/og-card.png"><meta data-rh="true" name="twitter:image" content="https://neokapi.github.io/img/og-card.png"><meta data-rh="true" property="og:url" content="https://neokapi.github.io/"><meta data-rh="true" property="og:locale" content="en"><meta data-rh="true" property="og:locale:alternate" content="nb"><meta data-rh="true" name="docusaurus_locale" content="en"><meta data-rh="true" name="docusaurus_tag" content="default"><meta data-rh="true" name="docsearch:language" content="en"><meta data-rh="true" name="docsearch:docusaurus_tag" content="default"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" name="twitter:site" content="@neokapi"><meta data-rh="true" property="og:title" content="neokapi"><meta data-rh="true" name="description" content="The open content engine for people and AI agents. Read, edit and check content across formats, and use kapi to apply your project's terms and writing guidance."><meta data-rh="true" property="og:description" content="The open content engine for people and AI agents. Read, edit and check content across formats, and use kapi to apply your project's terms and writing guidance."><link data-rh="true" rel="icon" href="/img/favicon.png"><link data-rh="true" rel="canonical" href="https://neokapi.github.io/"><link data-rh="true" rel="alternate" href="https://neokapi.github.io/" hreflang="en"><link data-rh="true" rel="alternate" href="https://neokapi.github.io/nb/" hreflang="nb"><link data-rh="true" rel="alternate" href="https://neokapi.github.io/qps/" hreflang="en"><link data-rh="true" rel="alternate" href="https://neokapi.github.io/" hreflang="x-default"><script data-rh="true">function insertBanner(){var n=document.createElement("div");n.id="__docusaurus-base-url-issue-banner-container";n.innerHTML='\n<div id="__docusaurus-base-url-issue-banner" style="border: thick solid red; background-color: rgb(255, 230, 179); margin: 20px; padding: 20px; font-size: 20px;">\n <p style="font-weight: bold; font-size: 30px;">Your Docusaurus site did not load properly.</p>\n <p>A very common reason is a wrong site <a href="https://docusaurus.io/docs/docusaurus.config.js/#baseUrl" style="font-weight: bold;">baseUrl configuration</a>.</p>\n <p>Current configured baseUrl = <span style="font-weight: bold; color: red;">/</span> (default value)</p>\n <p>We suggest trying baseUrl = <span id="__docusaurus-base-url-issue-banner-suggestion-container" style="font-weight: bold; color: green;"></span></p>\n</div>\n',document.body.prepend(n);var e=document.getElementById("__docusaurus-base-url-issue-banner-suggestion-container"),s=window.location.pathname,o="/"===s.substr(-1)?s:s+"/";e.textContent=o}document.addEventListener("DOMContentLoaded",function(){void 0===window.docusaurus&&insertBanner()})</script><script data-rh="true" type="application/ld+json">{"@context":"https://schema.org","@graph":[{"@type":"SoftwareSourceCode","name":"neokapi","description":"neokapi is the open content engine for people and AI agents. Read, edit and check content across formats, and use kapi to apply your project's terms and writing guidance.","url":"https://neokapi.github.io","codeRepository":"https://github.com/neokapi/neokapi","programmingLanguage":"Go","license":"https://www.apache.org/licenses/LICENSE-2.0"},{"@type":"SoftwareApplication","name":"kapi","applicationCategory":"DeveloperApplication","operatingSystem":"macOS, Windows, Linux","description":"kapi is the project tool built on the neokapi engine: read, edit, run configured checks, and inspect the guidance that applies to your files.","url":"https://neokapi.github.io","downloadUrl":"https://github.com/neokapi/neokapi/releases","softwareHelp":"https://neokapi.github.io","offers":{"@type":"Offer","price":"0","priceCurrency":"USD"}},{"@type":"WebSite","name":"neokapi","url":"https://neokapi.github.io","description":"neokapi is the open content engine for people and AI agents. Read, edit and check content across formats, and use kapi to apply your project's terms and writing guidance."}]}</script><link rel="stylesheet" href="/assets/css/styles.3d5ae24f.css">
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9zm4.95-13.95c1.313 1.313 2.05 3.093 2.05 4.95s-0.738 3.637-2.05 4.95c-1.313 1.313-3.093 2.05-4.95 2.05v-14c1.857 0 3.637 0.737 4.95 2.05z"></path></svg></button></div><div class="navbarSearchContainer_R3Ot"></div></div></div><div role="presentation" class="navbar-sidebar__backdrop"></div></nav><div id="__docusaurus_skipToContent_fallback" class="theme-layout-main main-wrapper mainWrapper_Xz0H"><header class="hero heroBanner_qdFl"><div class="container heroGrid_ibpR"><div class="heroIntro__lSt"><img src="/img/hero-logo.png" alt="neokapi" class="heroLogo_U6bI"><h1 class="hero__title heroTitle_qg2I">The open content engine for people and AI agents.</h1><p class="heroSubtitle_jFu1">Read, edit and check content across formats, with kapi bringing the engine and your project's writing guidance to the files you already maintain.</p><div class="buttons_AeoN"><a class="button button--lg button--primary" href="/kapi/get-started/first-project">Try kapi</a><a class="button button--secondary button--lg" href="/framework/go-quickstart">Explore the engine</a></div><p><a href="/content-lab">Inspect the audience example and its check coverage</a></p></div><div class="heroAside_AFFD"><button type="button" class="card_TDnb" aria-label="Open the interactive kapi showcase"><span class="illustrationLabel_oVA8">Workflow illustration. Open to run the engine.</span><div class="stage_HE5m" aria-hidden="true"><div class="stackCol_xNcP"><div class="stack_cj4x" aria-hidden="true"><div class="verbRow_fIm4" data-state="passed"><span class="verb_FN54" data-state="passed">Shape</span></div><div class="verbRow_fIm4" data-state="passed"><span class="verb_FN54" data-state="passed">Write</span></div><div class="verbRow_fIm4" data-state="passed"><span class="verb_FN54" data-state="passed">Check</span></div><div class="verbRow_fIm4" data-state="ship"><span class="verb_FN54" data-state="ship">Review</span><span class="climaxLabel_lK_6" style="opacity:0;transform:translateY(4px)">inspect the findings</span></div></div></div><div class="assetCol_GXf8"><div class="asset_AC_W" aria-hidden="true"><div class="assetHead_Nptx"><span class="assetTitle_qBCb">Acme: writing guide</span><span class="assetType_yaZR" style="opacity:0;transform:translateY(-4px)">writing guide</span></div><div class="langTabs_ayuB" style="opacity:0"><span class="langTab_KSHJ" data-active="false">de</span><span class="langTab_KSHJ" data-active="false">ja</span><span class="langTab_KSHJ" data-active="false">fr</span></div><div class="rows_sGW7"><div class="row_u1WU" style="opacity:0;transform:translateX(-10px)"><span class="rowKey_t50G">Voice</span><span class="rowVal_ryPk" data-localized="false"><span class="rowText_BaBV" style="opacity:1;transform:none">confident, plain</span><span class="rowText_BaBV" style="opacity:0;transform:translateY(6px)">selbstbewusst, klar</span></span><span class="rowCheck_WuKi" style="opacity:1;transform:none"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="3" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-check" aria-hidden="true"><path d="M20 6 9 17l-5-5"></path></svg></span></div><div class="row_u1WU" style="opacity:0;transform:translateX(-10px)"><span class="rowKey_t50G">Terms</span><span class="rowVal_ryPk" data-localized="false"><span class="rowText_BaBV" style="opacity:1;transform:none">Acme (never ACME)</span></span><span class="rowCheck_WuKi" style="opacity:1;transform:none"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="3" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-check" aria-hidden="true"><path d="M20 6 9 17l-5-5"></path></svg></span></div><div class="row_u1WU" style="opacity:0;transform:translateX(-10px)"><span class="rowKey_t50G">Tone</span><span class="rowVal_ryPk" data-localized="false"><span class="rowText_BaBV" style="opacity:1;transform:none">concise</span></span><span class="rowCheck_WuKi" style="opacity:1;transform:none"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="3" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-check" aria-hidden="true"><path d="M20 6 9 17l-5-5"></path></svg></span></div></div><div class="body_uFcK"><span class="bodyLine_qxjc" style="opacity:1;transform:none">Acme keeps promises simple.</span><span class="bodyLine_qxjc" style="opacity:1;transform:none">Say what it does, plainly.</span></div><div class="chipRow_Cusg"><span class="brandChip_PGpj" style="opacity:1;transform:none"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="3" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-check" aria-hidden="true"><path d="M20 6 9 17l-5-5"></path></svg> example rule findings</span></div></div></div></div><div class="ctaRow_TIGD"><span class="cta_fsk3">Try kapi in your browser <svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-right" aria-hidden="true"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg></span></div></button></div></div></header><main><section class="features_cAfv"><div class="container"><div class="text--center margin-bottom--lg"><h2>Parse it, check it, write it back</h2><p class="sectionSubtitle_AZuW">Start with one file and one language. Inspect the edit and the checks that ran.</p></div><div class="row margin-bottom--xl"><div class="col col--4"><div class="text--center padding-horiz--md padding-vert--md"><h3>Read existing files</h3><p>Read JSON, Markdown, HTML and office documents into a common content model. Inspect support and fidelity evidence for the format you use.</p><a href="/framework/formats">Formats<!-- --> →</a></div></div><div class="col col--4"><div class="text--center padding-horiz--md padding-vert--md"><h3>Your project's context</h3><p>Bind terms and writing guidance to your project's collections. Inspect which guidance applies before you edit a help article, an API reference or a legal notice.</p><a href="/kapi/overview">How it works<!-- --> →</a></div></div><div class="col col--4"><div class="text--center padding-horiz--md padding-vert--md"><h3>Edit and inspect the result</h3><p>Edit content through format-aware tools and inspect the resulting file diff. Configured checks report specific issues, such as a missing placeholder or a prohibited term; a passing gate covers those checks.</p><a href="/framework/checks">Checks<!-- --> →</a></div></div><div class="col col--4"><div class="text--center padding-horiz--md padding-vert--md"><h3>Add languages when you need them</h3><p>Use kapi up to draft changed content and collect work that needs review. Reuse content memory, review changes in the desktop app, and run configured gates in CI.</p><a href="/kapi/get-started/add-languages">Go multilingual<!-- --> →</a></div></div><div class="col col--4"><div class="text--center padding-horiz--md padding-vert--md"><h3>Measured</h3><p>Format support is measured rather than claimed. The format-maturity and benchmark dashboards show whether it holds, under load and per format.</p><a href="/format-maturity">See the dashboards<!-- --> →</a></div></div><div class="col col--4"><div class="text--center padding-horiz--md padding-vert--md"><h3>Open source, headless</h3><p>Open source, Apache-2.0, written in Go. Format-agnostic and headless: a content layer a person or an agent can drive.</p><a href="/framework/architecture">Architecture<!-- --> →</a></div></div></div><div class="text--center margin-bottom--lg"><h2>Two ways in</h2><p class="sectionSubtitle_AZuW">neokapi is a Go framework. Use it directly as a library, or through<!-- --> <strong>kapi</strong> <!-- -->, the CLI and desktop app built on it.</p></div><div class="row margin-bottom--lg"><div class="col col--6"><div class="text--center padding-horiz--md padding-vert--md"><span class="tierEyebrow_xJ05">The engine</span><h3>Go framework</h3><p>Format-aware readers and writers, a unified content model, and a streaming pipeline of composable tools; embed it directly in your own Go programs.</p><a href="/framework/go-quickstart">Go quickstart<!-- --> →</a></div></div><div class="col col--6"><div class="text--center padding-horiz--md padding-vert--md"><span class="tierEyebrow_xJ05">Built on it</span><h3>kapi: your project tool</h3><p>Edit and check the content in your project. kapi resolves the terms and writing guidance that apply to a file, through the CLI, desktop app or your AI agent.</p><a href="/kapi/overview">Use kapi<!-- --> →</a></div></div></div><div class="row margin-bottom--xl"><div class="col col--10 col--offset-1"><div class="familyRow_Xt6s"><a class="reactCallout_aQrm" href="/react/introduction"><span class="reactCalloutBadge_Oc5I">In the family</span><span class="reactCalloutText_jCde"><strong>neokapi-i18n</strong> <!-- -->, a zero-config i18n library for React. Its own framework, powered by neokapi under the hood for build-time string extraction and catalog compilation.</span><span class="reactCalloutArrow_kRlW" aria-hidden="true">→</span></a><a class="reactCallout_aQrm toolboxCallout_t6Rj" href="/toolbox/overview"><span class="reactCalloutBadge_Oc5I">In the family</span><span class="reactCalloutText_jCde"><strong>CLI Tools</strong>: <code>kgrep</code>, <code>ksed</code>,<!-- --> <code>kcat</code>:<!-- --> <!-- -->format-aware grep, sed and cat that read and rewrite the text inside office files, JSON, HTML and more.</span><span class="reactCalloutArrow_kRlW" aria-hidden="true">→</span></a></div></div></div></div></section><div class="container"><div class="heroNote_T0ym"><span class="heroNoteText_GHBT">neokapi is a re-imagination of the<!-- --> <a href="https://okapiframework.org/" target="_blank" rel="noreferrer">Okapi Framework</a> <!-- -->in Go, built for humans and agents.</span><button type="button" class="noteLink_uJVc">Author notes <span aria-hidden="true">→</span></button></div></div></main></div><footer class="theme-layout-footer footer footer--dark"><div class="container container-fluid"><div class="row footer__links"><div class="theme-layout-footer-column col footer__col"><div class="footer__title">Documentation</div><ul class="footer__items clean-list"><li class="footer__item"><a class="footer__link-item" href="/kapi/get-started/quickstart">Get started</a></li><li class="footer__item"><a class="footer__link-item" href="/kapi/overview">Kapi</a></li><li class="footer__item"><a class="footer__link-item" href="/framework/architecture">Framework</a></li><li class="footer__item"><a class="footer__link-item" href="/kapi/cli">Kapi CLI</a></li><li class="footer__item"><a class="footer__link-item" href="/toolbox/overview">CLI tools</a></li><li class="footer__item"><a class="footer__link-item" href="/react/introduction">neokapi-i18n</a></li><li class="footer__item"><a class="footer__link-item" href="/reference">Reference</a></li><li class="footer__item"><a class="footer__link-item" href="/formats">Format Reference</a></li><li class="footer__item"><a class="footer__link-item" href="/evals">Tests & Evals</a></li></ul></div><div class="theme-layout-footer-column col footer__col"><div class="footer__title">More</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://github.com/neokapi/neokapi" target="_blank" rel="noopener noreferrer" class="footer__link-item">GitHub<svg width="13.5" height="13.5" aria-label="(opens in new tab)" class="iconExternalLink_RkRR"><use href="#theme-svg-external-link"></use></svg></a></li><li class="footer__item"><a href="https://github.com/neokapi/homebrew-tap" target="_blank" rel="noopener noreferrer" class="footer__link-item">Homebrew Tap<svg width="13.5" height="13.5" aria-label="(opens in new tab)" class="iconExternalLink_RkRR"><use href="#theme-svg-external-link"></use></svg></a></li></ul></div></div><div class="footer__bottom text--center"><div class="footer__copyright">Copyright © 2026 neokapi contributors. 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