From 7b5e6aebfa8f6e7a8e81542a5ac2c8f8360b4cbb Mon Sep 17 00:00:00 2001 From: Kaylee <65376239+KayleeWilliams@users.noreply.github.com> Date: Sun, 10 May 2026 13:58:48 -0700 Subject: [PATCH 1/2] Tighten Mintlify, Fumadocs, Starlight comparison in methodology MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Refresh the methodology page so the comparison survives 2026 reality: Mintlify ships a headless Astro mode (still SaaS-bound), Fumadocs supports llms.txt and content negotiation via route handlers, and Starlight has the starlight-llms-txt community plugin plus Pagefind. The "use leadtype when..." paragraph swaps "own the docs UI" for the sharper wedge — owning the generated artifacts (framework-agnostic markdown, search, llms.txt, topic-scoped context bundles, and npm-bundled AGENTS.md docs). --- .../example/src/generated/agent-readability.json | 16 ++++++++-------- .../src/generated/docs-search-content.json | 2 +- .../example/src/generated/docs-search-index.json | 2 +- docs/methodology.mdx | 10 +++++----- 4 files changed, 15 insertions(+), 15 deletions(-) diff --git a/apps/example/src/generated/agent-readability.json b/apps/example/src/generated/agent-readability.json index 0b4bdc0..f501022 100644 --- a/apps/example/src/generated/agent-readability.json +++ b/apps/example/src/generated/agent-readability.json @@ -1,6 +1,6 @@ { "version": 1, - "generatedAt": "2026-05-10T05:57:49.145Z", + "generatedAt": "2026-05-10T20:43:16.961Z", "baseUrl": "https://docs.example.com", "product": { "name": "Leadtype", @@ -18,7 +18,7 @@ "groups": [ "get-started" ], - "lastModified": "2026-05-10T03:32:19.000Z" + "lastModified": "2026-05-10T06:25:37.000Z" }, { "title": "Components", @@ -70,7 +70,7 @@ "groups": [ "build" ], - "lastModified": "2026-05-10T03:32:19.000Z" + "lastModified": "2026-05-10T06:25:37.000Z" }, { "title": "Optimize docs for agents", @@ -83,7 +83,7 @@ "groups": [ "build" ], - "lastModified": "2026-05-10T05:16:57.000Z" + "lastModified": "2026-05-10T06:25:37.000Z" }, { "title": "Validate in CI", @@ -109,7 +109,7 @@ "groups": [ "get-started" ], - "lastModified": "2026-05-10T03:32:19.000Z" + "lastModified": "2026-05-10T06:25:37.000Z" }, { "title": "Methodology", @@ -135,7 +135,7 @@ "groups": [ "get-started" ], - "lastModified": "2026-05-10T03:32:19.000Z" + "lastModified": "2026-05-10T06:25:37.000Z" }, { "title": "CLI", @@ -148,7 +148,7 @@ "groups": [ "reference" ], - "lastModified": "2026-05-10T03:32:19.000Z" + "lastModified": "2026-05-10T06:25:37.000Z" }, { "title": "Convert", @@ -187,7 +187,7 @@ "groups": [ "reference" ], - "lastModified": "2026-05-10T05:16:57.000Z" + "lastModified": "2026-05-10T06:25:37.000Z" }, { "title": "Remark plugins", diff --git a/apps/example/src/generated/docs-search-content.json b/apps/example/src/generated/docs-search-content.json index 8a3caa9..4acce42 100644 --- a/apps/example/src/generated/docs-search-content.json +++ b/apps/example/src/generated/docs-search-content.json @@ -1 +1 @@ -{"version":2,"generatedAt":"2026-05-10T05:57:49.209Z","chunks":["Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nLeadtype does not ship UI components. Your docs app owns runtime rendering, styling, and accessibility — it only has to honor a small naming contract so the remark pipeline can flatten each component into markdown for agents, search, and llms-full/ .txt bundles.","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nWhy flatten at all?\n\nInteractive MDX components like Body content goes here. ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nCards\n\nA grid of short, linked entry points. Flattens to a bullet list of links. Convert Remark Search\n\n```tsx ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nSteps\n\nNumbered walkthroughs. Flattens to an ordered list with bold step titles. 1. Author docs in MDX Use the components in this list as authoring affordances. 2. Run the conversion leadtype generate writes flattened markdown to public/docs/ . 3. Serve both formats HTML for humans, .md for agents — same URL, content negotiated by the Accept header.\n\n```tsx Use the components in this list. `leadtype generate` writes flattened markdown. ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nTabs\n\nGroup equivalent content. Flattens to bold headings followed by content so agents do not need a JSX-aware renderer to read every variant. tanstack-start Use a Vite middleware dev/preview and a Nitro middleware prod to negotiate the Accept header. next-js Wire content negotiation in middleware.ts and serve .md from a route handler. vite A configureServer middleware is enough for static deployments where .md files live in public/ .\n\n```tsx … … … ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nCommandTabs\n\nPackage-manager-aware install or run commands. Flattens to a markdown table with one row per manager. Use mode=\"install\" when command is a package name, mode=\"run\" when command is a CLI name, and mode=\"create\" for starter commands. Use the commands prop for exact per-manager overrides. Package manager Command -- -- npm npm install leadtype pnpm pnpm add leadtype yarn yarn add leadtype bun bun add leadtype Package manager Command -- -- npm npx leadtype lint pnpm pnpm dlx leadtype lint yarn yarn dlx leadtype lint bun bunx leadtype lint\n\n```tsx ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nAccordion\n\nCollapsible details for secondary content. Flattening ignores open/closed state and emits every item — accordions are not a place to hide content from agents. When should I use accordions? Use them for supporting details, troubleshooting notes, and optional reference material. Closed content is still flattened by the remark pipeline. Are accordions a good place to hide content from LLMs? No. Conversion ignores the open/closed state and emits everything inside.\n\n```tsx Use them for supporting details and optional reference material. ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nTopicSwitcher\n\nNavigation across equivalent docs topics — frameworks, SDKs, runtimes, deployment targets, product areas. Reader-facing only; it does not automatically read LLM topic config. Framework React — React integration Vue — Vue integration Svelte — Svelte integration\n\n```tsx ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nTypeTable and ExtractedTypeTable\n\nTypeTable is for explicit prop or type rows you already know. ExtractedTypeTable reads a TypeScript file at conversion time and extracts the table from a named type — keep its path stable. Property Type Description Default Required -- -- -- -- -- title string Heading rendered above the callout body. - ✅ Required variant CalloutVariant Visual treatment for the callout. info Optional deprecated \\ \\ boolean\\ \\ deprecated Marks the row as deprecated. false Optional\n\n```tsx ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nExample\n\nData-driven preview and source examples. The host component receives code as data; add file loaders or dynamic imports outside leadtype when an example needs app-specific behavior.\n\n```tsx The host app owns styling and runtime components while leadtype owns conversion. ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nMermaid\n\nDiagrams authored as plain text. Renders client-side as interactive SVG. Flattening preserves the source as a fenced mermaid block so other tools can render the diagram from the markdown copy.\n\n```tsx |remark| Markdown Markdown -->|llms.txt| Agents`} /> ``` ```mermaid `graph LR MDX -->|remark| Markdown Markdown -->|search index| API Markdown -->|llms.txt| Agents` ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nGuidelines\n\nKeep runtime components in your docs app. Leadtype stays out of UI. Keep component names stable. Renaming resolver page1 --> resolver page2 --> resolver page3 --> resolver resolver --> nav resolver --> llms resolver --> full` ```","Frontmatter\n\nRequired fields, group semantics, and how authored MDX becomes a navigation tree.\n\nFrontmatter\n\nHow groups become a nav tree\n\nNested groups\n\nDeclare children in the config to build deeper trees A page sets group bundle-package-docs and lands in that nested slot. Only leaf groups no children get an llms-full/ cli cli --> bundle bundle --> publish publish --> install install --> consume` ```","Bundle docs into a package\n\nShip agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files.\n\nBundle docs into a package\n\nWhy AGENTS.md, not llms.txt?\n\nllms.txt is a website convention — a file at /llms.txt with absolute URLs that an agent fetches over HTTP. Inside an npm tarball it's the wrong shape every link points at a hosted URL the agent may not be able to reach, and no major coding agent looks for node modules/ 0) { for (const { urlPath, slug } of navigation.unknown) { process.stderr.write(`error: ${urlPath} declares unknown group \"${slug}\".\\n`); } process.exit(1); } await generateAgentsMd({ srcDir: REPO_ROOT, outDir: PACKAGE_ROOT, product: docsConfig.product, groups: docsConfig.groups, }); ```","Bundle docs into a package\n\nShip agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files.\n\nBundle docs into a package\n\nVerify before publishing\n\nnpm pack --dry-run should list AGENTS.md docs/ / .md If AGENTS.md is missing, check files in package.json . If .md files are missing, check the --include / --exclude filters.\n\n```bash npx leadtype generate --bundle --src . --out packages/my-package cd packages/my-package && npm pack --dry-run ```","Bundle docs into a package\n\nShip agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files.\n\nBundle docs into a package\n\nTell consuming projects to use the bundle\n\nAGENTS.md inside your tarball is auto-discovered by agents working in your published package — but for a project that depends on your package, the agent's working directory is the consumer's repo, not yours. You need to point them at the bundled docs. Recommend this snippet in your README so consumers add it to their own root AGENTS.md This is the same pattern Next.js uses to point agents at node modules/next/dist/docs/ .\n\n```md # When working with the `` library, read the bundled docs in `node_modules//AGENTS.md` first — they're version-matched to the installed package and stay accurate as the library updates. ```","Bundle docs into a package\n\nShip agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files.\n\nBundle docs into a package\n\nWhen to use this\n\nUse this when agents should understand the package from the installed dependency itself — coding agents that don't have web access, IDE assistants, CLI tools, or air-gapped environments. Don't use this if your only goal is a public docs website. For that, see Connect a docs site. You can use both — they read the same source MDX, just emit different shapes.","Bundle docs into a package\n\nShip agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files.\n\nBundle docs into a package\n\nWhat's next\n\nCLI reference LLM bundles Lint in CI","Connect a docs site\n\nWire leadtype into a docs app build so humans, agents, and search use one source.\n\nConnect a docs site\n\nUse this path when you run a docs site or want to . Leadtype runs before your build to convert MDX, generate navigation data, build the search index, and produce agent-readable artifacts. Your site framework — TanStack Start, Next.js, Astro, anything — handles routing and rendering.","Connect a docs site\n\nWire leadtype into a docs app build so humans, agents, and search use one source.\n\nConnect a docs site\n\nThe flow\n\n\\` reads TypeScript files at conversion time. // Pass basePath so the component can resolve relative paths. const typeTablePlugin: NonNullable< MdxToMarkdownOptions[\"remarkPlugins\"] >[number] = [remarkTypeTableToMarkdown, { basePath: repoRoot }]; await convertAllMdx({ srcDir, outDir, remarkPlugins: [ remarkInclude, ...defaultRemarkPlugins.filter((p) => p !== remarkTypeTableToMarkdown), typeTablePlugin, ], enrichFrontmatterFromGit: true, }); ```","Connect a docs site\n\nWire leadtype into a docs app build so humans, agents, and search use one source.\n\nConnect a docs site\n\nConfigure the product and groups\n\nAuthor docs/docs.config.ts once and let every stage read from it Pages declare group in frontmatter. The config declares the tree. The two together produce the navigation manifest, the llms.txt sections, and the lint check that catches typos. See Frontmatter for the resolution rules.\n\n```ts import { defineDocsConfig } from \"leadtype\"; export default defineDocsConfig({ product: { name: \"my-docs\", summary: \"Short product summary.\", bullets: [\"What it does in one bullet.\", \"Another bullet.\"], bestStartingPoints: [{ urlPath: \"/docs\" }, { urlPath: \"/docs/quickstart\" }], }, groups: [ { slug: \"get-started\", title: \"Get Started\" }, { slug: \"guides\", title: \"Guides\" }, ], }); ```","Connect a docs site\n\nWire leadtype into a docs app build so humans, agents, and search use one source.\n\nConnect a docs site\n\nMake the site agent-readable\n\nAfter generation, wire the runtime pieces into your docs app Serve root discovery files /llms.txt , /sitemap.xml , /sitemap.md , and /robots.txt . Keep docs-scoped discovery files available under /docs/ . Add JSON-LD, canonical links, and markdown alternate links to docs HTML pages. Return markdown for Accept text/markdown , known AI user agents, and direct .md URLs. Preserve canonical url and last updated frontmatter in markdown responses. Leadtype provides leadtype/llm/readability so you do not have to hand-roll request detection, frontmatter aliases, missing-page markdown, or JSON-LD escaping. The full setup guide is Optimize docs for agents. The core request hook looks like this in any framework Put it before your HTML docs route. Normal browsers continue to receive HTML; agent-oriented requests receive the generated markdown with Content-Type text/markdown; charset=utf-8 .\n\n```ts import manifest from \"../public/docs/agent-readability.json\"; import { createAgentMarkdownResponse } from \"leadtype/llm/readability\"; const response = createAgentMarkdownResponse({ urlPath: request.url, method: request.method, headers: Object.fromEntries(request.headers), manifest, requestOrigin: new URL(request.url).origin, readMarkdownFile(target) { return readGeneratedFile(`public/${target.filePath}`); }, }); if (response) { return new Response(response.body, { status: response.status, headers: response.headers, }); } ```","Connect a docs site\n\nWire leadtype into a docs app build so humans, agents, and search use one source.\n\nConnect a docs site\n\nConnect a remote source\n\nWhen the docs source lives in a different repo from the docs site Run lint first so missing or malformed frontmatter fails before the converter writes anything. Use --format github in CI to get inline annotations on the PR. Use --json on generate so automation can read the resolved groups and search index stats. This is the shape we expect for orgs hosting one docs UI for multiple package repos the source lives next to the code it documents, the docs app pulls it in at build time. See Bundle docs into a package if the package should also ship docs inside its npm tarball.\n\n```bash git clone --depth 1 https://github.com/acme/package-a .docs-src/package-a npx leadtype lint .docs-src/package-a/docs --format github --error-unknown npx leadtype generate --src .docs-src/package-a --out public --json npm run build ```","Connect a docs site\n\nWire leadtype into a docs app build so humans, agents, and search use one source.\n\nConnect a docs site\n\nVerify\n\nAfter a clean build public/docs/index.md — the converted home page. public/llms.txt — the routing index. Should mention every group from your config. public/docs/llms-full/ entry.urlPath === \"/docs/quickstart\" ); if (page) { const jsonLd = renderJsonLd(page, agentManifest); const script = renderJsonLdScript(page, agentManifest); } ``` ```html ```","Optimize docs for agents\n\nSet up llms.txt, markdown mirrors, JSON-LD, sitemaps, robots.txt, and audit checks for an agent-readable docs site.\n\nOptimize docs for agents\n\n4. Return markdown to agents\n\nUse createAgentMarkdownResponse from request middleware or route handlers. It returns a Web Response or null when the path is not an agent-oriented markdown request and handles Accept text/markdown and Accept text/plain content negotiation q-values respected . Known AI user-agent headers GPTBot, ClaudeBot, Bingbot, AmazonBot, MetaExternalAgent, PerplexityBot, MistralBot, AppleBot, ByteSpider, YouBot, … . Direct .md URLs such as /docs/quickstart.md . canonical url and last updated frontmatter aliases injected automatically. 200 markdown responses for missing docs pages, so agents do not discard the body. Content-Type text/markdown; charset=utf-8 , Vary Accept , User-Agent , Link <… ; rel=\"canonical\" , Cache-Control public, max-age=300, must-revalidate . readMarkdownFile may be sync or async, so the same code works on Node, Bun, Vercel Edge, Cloudflare Workers, and other edge runtimes Put that logic wherever your framework can intercept docs requests before its HTML route Framework/runtime Where it usually goes -- -- TanStack Start / nitro server/middleware/agent-readability.ts h3 .\n\n```ts import manifest from \"../public/docs/agent-readability.json\"; import { createAgentMarkdownResponse } from \"leadtype/llm/readability\"; export async function handleRequest(request: Request): Promise { return createAgentMarkdownResponse({ urlPath: request.url, method: request.method, headers: Object.fromEntries(request.headers), manifest, requestOrigin: new URL(request.url).origin, async readMarkdownFile(target) { // Node/Bun: read from disk. // Cloudflare: fetch from KV / R2 / asset binding. // Vercel Edge: fetch from the deployment's static asset URL. return await readGeneratedFile(`public/${target.filePath}`); }, }); } ```","Optimize docs for agents\n\nSet up llms.txt, markdown mirrors, JSON-LD, sitemaps, robots.txt, and audit checks for an agent-readable docs site.\n\nOptimize docs for agents\n\n4. Return markdown to agents\n\nn intercept docs requests before its HTML route Framework/runtime Where it usually goes -- -- TanStack Start / nitro server/middleware/agent-readability.ts h3 . One middleware handles both the markdown response and the sitemap/robots regenerators — runs in dev, preview, and prod. See apps/example/server/middleware/agent-readability.ts for the canonical reference. Nuxt server/middleware/agent-readability.ts h3 — same shape as the TanStack Start example. Next.js middleware.ts Edge or a catch-all route handler before the docs page. Astro An endpoint at pages/docs/ ...slug .md.ts or astro middleware . Cloudflare Workers/Pages Worker fetch handler with KV/R2 asset binding for the markdown reader. Express/Hono/Fastify Middleware before the docs HTML route. Tip if you keep static sitemap.xml / sitemap.md / robots.txt files in your build output, your framework's static handler may serve them before your middleware can rebase URLs to the live origin. Either delete the static copies after the build so the middleware always runs or make sure your middleware is registered ahead of static-asset serving.","Optimize docs for agents\n\nSet up llms.txt, markdown mirrors, JSON-LD, sitemaps, robots.txt, and audit checks for an agent-readable docs site.\n\nOptimize docs for agents\n\n4. Return markdown to agents\n\norigin. Either delete the static copies after the build so the middleware always runs or make sure your middleware is registered ahead of static-asset serving. Do not rewrite llms.txt , sitemap.xml , sitemap.md , robots.txt , llms-full.txt , or agent-readability.json to page markdown. The helper leaves those artifact paths alone.","Optimize docs for agents\n\nSet up llms.txt, markdown mirrors, JSON-LD, sitemaps, robots.txt, and audit checks for an agent-readable docs site.\n\nOptimize docs for agents\n\n4. Return markdown to agents\n\nServe sitemap.xml and robots.txt with the live origin\n\nsitemap.xml 's lint-report.json ```","Validate in CI\n\nRun leadtype lint in CI so frontmatter, navigation, and link issues fail PRs before publish.\n\nValidate in CI\n\nLocal pre-push hook\n\nCatch issues before they reach CI by running lint in a husky pre-push hook Keep it under a second by limiting the scan to changed files when you have many pages. The CLI accepts repeated --ignore globs to skip stale or generated paths.\n\n```bash #!/usr/bin/env sh npx leadtype lint docs --max-warnings 0 ```","Validate in CI\n\nRun leadtype lint in CI so frontmatter, navigation, and link issues fail PRs before publish.\n\nValidate in CI\n\nRun before generate\n\nWhen leadtype lint and leadtype generate both run in the same job, lint first Generate fails noisily on unknown groups or broken includes. Lint fails specifically on content schema problems with file/line context — much easier to debug.\n\n```bash npx leadtype lint docs --error-unknown npx leadtype generate --src . --out public --json ```","Validate in CI\n\nRun leadtype lint in CI so frontmatter, navigation, and link issues fail PRs before publish.\n\nValidate in CI\n\nWhat to fix first\n\nWhen CI fails on a lot of violations, fix them in this order 1. parse-error — frontmatter is broken; nothing else can validate. 2. schema — missing or wrong-typed required fields. 3. unresolved-placeholder — content bug, not a config bug. 4. invalid-link and cross-framework-link — usually a stale link after a docs move. 5. unknown-field — last; either delete the field or extend the schema.","How it works\n\nThe mental model: one MDX source, a remark pipeline, two output modes, three audiences.\n\nHow it works\n\nLeadtype takes one input — a folder of MDX — and produces every shape your docs need to take. This page names every piece so the rest of the docs make sense.","How it works\n\nThe mental model: one MDX source, a remark pipeline, two output modes, three audiences.\n\nHow it works\n\nThe pipeline\n\nThe remark stack is what turns interactive MDX components into agent-readable markdown. JSX gets flattened — a fm fm --> remark fm --> groups remark --> md md --> site_idx md --> search groups --> site_idx groups --> agents_md groups --> nav` ```","How it works\n\nThe mental model: one MDX source, a remark pipeline, two output modes, three audiences.\n\nHow it works\n\nTwo output modes\n\nleadtype generate has two modes that read the same source and emit different shapes Property Type Description Default Required -- -- -- -- -- Site mode default leadtype generate --out public Writes llms.txt, docs/llms-full/\\ .txt, docs/search-index.json, docs/sitemap.xml, docs/sitemap.md, docs/robots.txt, agent-readability.json, and docs/\\ .md to a public/ directory your docs website serves. This is what you wire into a Vite, Next.js, Astro, or TanStack Start build. - Optional Bundle mode leadtype generate --bundle --out packages/foo Writes AGENTS.md at the package root and docs/\\ .md beneath it, both with relative paths. Skips llms.txt, llms-full, search, sitemap, robots, and Agent Readability files — those are website-only. Designed for npm tarballs that ship docs alongside the published code. - Optional","How it works\n\nThe mental model: one MDX source, a remark pipeline, two output modes, three audiences.\n\nHow it works\n\nThe artifacts\n\nProperty Type Description Default Required -- -- -- -- -- Markdown .md docs/\\ human site_out -- \"absolute URLs\" --> http_agent site_out -- \"search-index.json\" --> search_ui bundle_out -- \"AGENTS.md auto-discovery\" --> offline_agent` ```","How it works\n\nThe mental model: one MDX source, a remark pipeline, two output modes, three audiences.\n\nHow it works\n\nVocabulary\n\nA few terms you will see throughout the docs. Property Type Description Default Required -- -- -- -- -- flatten verb Convert an interactive MDX component into a portable markdown equivalent. A \\ site_run src --> bundle_run site_run --> site_out bundle_run --> bundle_out site_out --> humans site_out --> http_agents site_out --> search bundle_out --> offline_agents` ```","Leadtype\n\nOne MDX source. A website for humans, AGENTS.md for offline coding agents, llms.txt for HTTP agents — all from a single pipeline.\n\nLeadtype\n\nChoose your path\n\nMost teams arrive here for one of two reasons. Pick the journey that matches yours — each is a single page that takes you from zero to running. Build a docs site Ship docs in your package","Leadtype\n\nOne MDX source. A website for humans, AGENTS.md for offline coding agents, llms.txt for HTTP agents — all from a single pipeline.\n\nLeadtype\n\nWhat you get\n\n1. Write once Author MDX with familiar components — Callout , Tabs , Steps , Mermaid , TypeTable , and others. Add group in frontmatter to place pages in the navigation tree. 2. Run \\ leadtype generate\\ For a website converts MDX to markdown, builds llms.txt plus topic bundles, generates a search index, writes Agent Readability discovery files, and resolves navigation. With --bundle emits AGENTS.md plus per-topic .md files for agents reading from node modules/ . 3. Serve all of it Humans get HTML. HTTP agents get markdown via content negotiation or fetch llms.txt . Coding agents working in a project that depends on your package auto-discover AGENTS.md from node modules/ [options] ```","CLI\n\nleadtype generate and leadtype lint — flags, exit codes, and JSON output.\n\nCLI\n\ngenerate\n\nConvert MDX, then either produce website artifacts default or a package bundle --bundle . Flag Default Description -- -- -- --src ; summary: { filesScanned: number; errors: number; warnings: number; }; }; ```","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nDefault schemas\n\nDocs frontmatter\n\nField Required Type -- -- -- title Yes non-empty string description No string icon No string deprecated No boolean deprecatedReason No string experimental No boolean canary No boolean new No boolean draft No boolean tags No string array group No string or string array availableIn No array of framework, url?, title? full No boolean lastModified and lastAuthor are produced by the converter when --enrich-git is set. Don't author them.","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nDefault schemas\n\nChangelog frontmatter\n\nField Required Type -- -- -- title Yes non-empty string version Yes SemVer string date Yes ISO-8601 or parseable date description No string icon No string type No release , improvement , retired , or deprecation tags No string array canary No boolean authors No string or string array draft No boolean","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nDefault schemas\n\nmeta.json\n\nField Required Type -- -- -- pages Yes string array title No non-empty string root No boolean icon No string defaultOpen No boolean nav.sidebar No section or combined nav.label No string nav.mode No string","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nCustom schemas\n\nPass a Valibot schema to extend or replace the defaults Once you provide a custom schema, unknown-field warnings apply to that schema. Add --error-unknown in CI to keep your contract strict.\n\n```ts import * as v from \"valibot\"; import { lintDocs } from \"leadtype/lint\"; const customFrontmatter = v.object({ title: v.pipe(v.string(), v.minLength(1)), audience: v.picklist([\"beginner\", \"advanced\"]), }); await lintDocs({ srcDir: \"docs\", schemas: { frontmatter: customFrontmatter }, }); ```","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nPractical guidance\n\nRun lint before leadtype generate so content errors fail fast. Use --format github in GitHub Actions and --format json in any other CI. Treat unresolved-placeholder as a content bug first — usually a missing entry in availableIn or a stale URL template. After a docs move, lint and run meta.json updates together; they drift at the same time. For wiring lint into pipelines, see Validate in CI.","LLM bundles\n\nGenerate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.\n\nLLM bundles\n\nThe leadtype/llm entry point produces four flavors of agent-facing output, all derived from the same docs source generateLlmsTxt — for hosted websites. Emits the /llms.txt convention with root-relative markdown mirror links. generateLLMFullContextFiles — full-content topic bundles. Pairs with generateLlmsTxt . generateAgentReadabilityArtifacts — docs-scoped sitemap.xml , sitemap.md , robots.txt , and JSON manifest data that a host app can merge into site-level files. generateAgentsMd — for npm-bundled docs. Emits an AGENTS.md index with relative ./docs/ A library that does one thing well. - Helper that handles the boring parts. - Type-safe by default. - Works in any runtime. ## Best Starting Points - [Documentation](/docs/index.md) - [Quickstart](/docs/quickstart.md) ## Get Started Five-minute happy path and the mental model. - [Quickstart](/docs/quickstart.md): Install and run the pipeline. - [How it works](/docs/how-it-works.md): The mental model. ## Reference CLI flags and conversion APIs. - [CLI](/docs/reference/cli.md): Every flag. ```","LLM bundles\n\nGenerate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.\n\nLLM bundles\n\nTypical sequence\n\ngenerateLLMFullContextFiles and generateAgentReadabilityArtifacts read from A library that does one thing well. These docs ship inside the package so coding agents can read them offline. Open the topic file you need from the list below — paths are relative to this file. ## Get Started - [Quickstart](./docs/quickstart.md): Install and run the pipeline. - [How it works](./docs/how-it-works.md): The mental model. ## Reference - [CLI](./docs/reference/cli.md): Every flag. ```","LLM bundles\n\nGenerate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.\n\nLLM bundles\n\nresolveDocsNavigation\n\nSame group-resolution logic the LLM bundles use, but returns the navigation manifest as a plain object — useful for driving a sidebar UI Write the result to src/generated/docs-nav.json and import it from your sidebar component Now your sidebar can import a static manifest with the same group tree the LLM bundles use.\n\n```ts const navigation = await resolveDocsNavigation({ srcDir: \".\", baseUrl: \"https://docs.example.com\", groups: docsConfig.groups, }); if (navigation.unknown.length > 0) { for (const { urlPath, slug } of navigation.unknown) { process.stderr.write(`error: ${urlPath} declares unknown group \"${slug}\".\\n`); } process.exit(1); } ``` ```ts import { mkdir, writeFile } from \"node:fs/promises\"; await mkdir(\"src/generated\", { recursive: true }); await writeFile( \"src/generated/docs-nav.json\", `${JSON.stringify(navigation, null, 2)}\\n` ); ```","LLM bundles\n\nGenerate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.\n\nLLM bundles\n\nTopic design\n\nThe groups you pass to these APIs come from docs.config.ts . Two principles Prefer narrow leaves over one giant bundle. A leaf with 5 pages produces a focused llms-full file an agent can load quickly. A single catch-all leaf with 50 pages produces something most agents will truncate. Write group descriptions for routing, not flavor text. Agents read those descriptions to decide which bundle to load. \"How to install and run\" beats \"Welcome to our guides!\"","LLM bundles\n\nGenerate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.\n\nLLM bundles\n\nBase URL precedence\n\nPass baseUrl explicitly, or use environment variables for layered fallback The package-specific LEADTYPE AGENT BASE URL lets each package override an org-wide default. BASE URL covers most CI/deployment platforms, and a final hardcoded fallback keeps local builds working without env setup.\n\n```ts const baseUrl = process.env.LEADTYPE_AGENT_BASE_URL || process.env.BASE_URL || process.env.PORTLESS_URL || \"https://docs.example.com\"; ```","Remark plugins\n\nThe default plugin stack that flattens MDX components into markdown.\n\nRemark plugins\n\nThe remark stack is what turns interactive MDX into agent-readable markdown. Imports get stripped first, placeholders get resolved, then each named component is flattened into a markdown equivalent. Order matters.\n\n```ts import { defaultRemarkPlugins, remarkInclude, remarkTypeTableToMarkdown, } from \"leadtype/remark\"; ```","Remark plugins\n\nThe default plugin stack that flattens MDX components into markdown.\n\nRemark plugins\n\nThe default stack\n\ndefaultRemarkPlugins runs the stack in this order 1. remarkRemoveImports — strip MDX import and export statements. 2. remarkRemoveJsxComments — strip / ... / JSX comments. 3. remarkResolveDocPlaceholders — replace framework and similar placeholders in URLs. 4. remarkSectionToMarkdown — flatten
ri --> rj --> rd --> rs --> rc --> rcd --> rdt --> rm --> rct --> rst --> rt --> rtt --> ra --> rts --> re --> out` ```","Remark plugins\n\nThe default plugin stack that flattens MDX components into markdown.\n\nRemark plugins\n\nWhy order matters\n\nImports must go before placeholder resolution, because some placeholders read from imported modules. Placeholder resolution must go before component flatteners, because flatteners assume URLs are final strings, not template literals. The component flatteners run last so each one sees a clean tree. Don't reorder casually. If you need a custom plugin to run before a flattener for example, to transform a custom component into one of the contracted names , insert it after remarkResolveDocPlaceholders and before the flattener you want to feed.","Remark plugins\n\nThe default plugin stack that flattens MDX components into markdown.\n\nRemark plugins\n\nOptional plugins\n\nremarkInclude\n\nAdd this when the source docs use include tags or partial composition Place it before the default stack so included content expands before any flattener sees it.\n\n```ts remarkPlugins: [remarkInclude, ...defaultRemarkPlugins]; ```","Remark plugins\n\nThe default plugin stack that flattens MDX components into markdown.\n\nRemark plugins\n\nOptional plugins\n\nremarkTypeTableToMarkdown with basePath\n\n p !== remarkTypeTableToMarkdown), [remarkTypeTableToMarkdown, { basePath: process.cwd() }], ]; ``` ```mdx ```","Remark plugins\n\nThe default plugin stack that flattens MDX components into markdown.\n\nRemark plugins\n\nPlugin selection rules\n\nUse defaultRemarkPlugins for any agent-facing or LLM output. Add remarkInclude when docs are composed from shared fragments. Use individual plugins only when you intentionally want to omit a flattener e.g. you don't use /docs/search-index.json /docs/search-content.json ```","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nRuntime search\n\nThe runtime is edge-safe — no Node APIs, works on Vercel, Cloudflare, and anywhere else Results include heading paths, hash URLs, and snippets ready for a search UI.\n\n```ts import { searchDocs, type DocsSearchIndex, type DocsSearchContentStore, } from \"leadtype/search\"; import indexJson from \"../public/docs/search-index.json\"; import contentJson from \"../public/docs/search-content.json\"; const results = searchDocs( indexJson as DocsSearchIndex, \"tabs install\", { content: contentJson as DocsSearchContentStore } ); ```","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nReading docs at runtime\n\nThe same index doubles as a virtual filesystem. Three readers, picked by what you have Use readDocsContentFile when you need the entire page for context links . Use readDocsContentChunk when a search result already named the right heading.\n\n```ts import { listDocsContentFiles, readDocsContentFile, readDocsContentChunk, } from \"leadtype/search\"; const allFiles = listDocsContentFiles(index); const wholePage = readDocsContentFile(index, \"guides/quickstart\", content); const oneChunk = readDocsContentChunk(index, \"chunk-0\", content); ```","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nSource-grounded answers\n\ncreateAnswerContext turns a query plus retrieved chunks into a system and prompt you pass to any model The system message instructs the model to answer only from the retrieved context, cite sources with 1 -style references, and say so when the context is insufficient.\n\n```ts import { createAnswerContext } from \"leadtype/search\"; const context = createAnswerContext(index, \"how do I run lint?\", { content, productName: \"My Library\", }); // → { system, prompt, sources } ```","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nStreaming via provider entry points\n\nThree thin wrappers around createAnswerContext that stream a Response and surface sources separately. Use one matching your runtime response is a plain text Response. sources is metadata for citation links — display it separately, don't embed it in the streamed answer. For TanStack, pass an explicit adapter . For Cloudflare, build one with createCloudflareDocsAdapter provider, model, options binding env.AI.gateway \"docs\" .\n\n```ts import { streamDocsAnswer } from \"leadtype/search/vercel\"; // Vercel AI SDK / AI Gateway import { streamDocsAnswer } from \"leadtype/search/tanstack\"; // TanStack AI import { streamDocsAnswer } from \"leadtype/search/cloudflare\"; // Cloudflare AI Gateway / Workers AI ``` ```ts const { response, sources } = streamDocsAnswer({ index, content, query, model: \"openai/gpt-5.5\", productName: \"My Library\", }); ```","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nBash tool adapters\n\nWhen you want an agent to explore docs with shell commands instead of receiving pre-selected chunks The adapter exposes a read-only virtual /docs filesystem with ls , cat , find , grep , and rg . Network commands, code execution, and writes are disabled. TanStack and Cloudflare expose createDocsBashTools plural over the same filesystem.\n\n```ts import { createDocsBashTool } from \"leadtype/search/vercel\"; const { tools, instructions } = await createDocsBashTool(index, content); ```","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nAbuse guards\n\nReusable utilities for the request path Helper Purpose -- -- validateDocsQuery Trim and cap query text. readJsonWithLimit Reject oversized JSON bodies before parse. getClientIdentifier Read common proxy IP headers. createMemoryRateLimiter Implements RateLimiter for demos. The in-memory limiter is fine for demos. Production apps should adapt the RateLimiter interface to a shared store — Redis, Vercel KV, Cloudflare KV, or Durable Objects.","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nWhen to add embeddings\n\nStart with the local index. It is static, cheap, edge-safe, and fast for exact API names, config keys, error messages, and paths. Add embeddings only when Users search with vocabulary that doesn't match the docs e.g. \"make it faster\" matching a \"performance optimization\" page . Your docs grow past tens of thousands of chunks and the cold-start memory hit becomes noticeable. Even then, keep the lexical index for exact matches and layer embeddings on top — they're complementary, not replacements."]} +{"version":2,"generatedAt":"2026-05-10T20:43:17.008Z","chunks":["Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nLeadtype does not ship UI components. Your docs app owns runtime rendering, styling, and accessibility — it only has to honor a small naming contract so the remark pipeline can flatten each component into markdown for agents, search, and llms-full/ .txt bundles.","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nWhy flatten at all?\n\nInteractive MDX components like Body content goes here. ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nCards\n\nA grid of short, linked entry points. Flattens to a bullet list of links. Convert Remark Search\n\n```tsx ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nSteps\n\nNumbered walkthroughs. Flattens to an ordered list with bold step titles. 1. Author docs in MDX Use the components in this list as authoring affordances. 2. Run the conversion leadtype generate writes flattened markdown to public/docs/ . 3. Serve both formats HTML for humans, .md for agents — same URL, content negotiated by the Accept header.\n\n```tsx Use the components in this list. `leadtype generate` writes flattened markdown. ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nTabs\n\nGroup equivalent content. Flattens to bold headings followed by content so agents do not need a JSX-aware renderer to read every variant. tanstack-start Use a Vite middleware dev/preview and a Nitro middleware prod to negotiate the Accept header. next-js Wire content negotiation in middleware.ts and serve .md from a route handler. vite A configureServer middleware is enough for static deployments where .md files live in public/ .\n\n```tsx … … … ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nCommandTabs\n\nPackage-manager-aware install or run commands. Flattens to a markdown table with one row per manager. Use mode=\"install\" when command is a package name, mode=\"run\" when command is a CLI name, and mode=\"create\" for starter commands. Use the commands prop for exact per-manager overrides. Package manager Command -- -- npm npm install leadtype pnpm pnpm add leadtype yarn yarn add leadtype bun bun add leadtype Package manager Command -- -- npm npx leadtype lint pnpm pnpm dlx leadtype lint yarn yarn dlx leadtype lint bun bunx leadtype lint\n\n```tsx ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nAccordion\n\nCollapsible details for secondary content. Flattening ignores open/closed state and emits every item — accordions are not a place to hide content from agents. When should I use accordions? Use them for supporting details, troubleshooting notes, and optional reference material. Closed content is still flattened by the remark pipeline. Are accordions a good place to hide content from LLMs? No. Conversion ignores the open/closed state and emits everything inside.\n\n```tsx Use them for supporting details and optional reference material. ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nTopicSwitcher\n\nNavigation across equivalent docs topics — frameworks, SDKs, runtimes, deployment targets, product areas. Reader-facing only; it does not automatically read LLM topic config. Framework React — React integration Vue — Vue integration Svelte — Svelte integration\n\n```tsx ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nTypeTable and ExtractedTypeTable\n\nTypeTable is for explicit prop or type rows you already know. ExtractedTypeTable reads a TypeScript file at conversion time and extracts the table from a named type — keep its path stable. Property Type Description Default Required -- -- -- -- -- title string Heading rendered above the callout body. - ✅ Required variant CalloutVariant Visual treatment for the callout. info Optional deprecated \\ \\ boolean\\ \\ deprecated Marks the row as deprecated. false Optional\n\n```tsx ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nExample\n\nData-driven preview and source examples. The host component receives code as data; add file loaders or dynamic imports outside leadtype when an example needs app-specific behavior.\n\n```tsx The host app owns styling and runtime components while leadtype owns conversion. ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nMermaid\n\nDiagrams authored as plain text. Renders client-side as interactive SVG. Flattening preserves the source as a fenced mermaid block so other tools can render the diagram from the markdown copy.\n\n```tsx |remark| Markdown Markdown -->|llms.txt| Agents`} /> ``` ```mermaid `graph LR MDX -->|remark| Markdown Markdown -->|search index| API Markdown -->|llms.txt| Agents` ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nGuidelines\n\nKeep runtime components in your docs app. Leadtype stays out of UI. Keep component names stable. Renaming resolver page1 --> resolver page2 --> resolver page3 --> resolver resolver --> nav resolver --> llms resolver --> full` ```","Frontmatter\n\nRequired fields, group semantics, and how authored MDX becomes a navigation tree.\n\nFrontmatter\n\nHow groups become a nav tree\n\nNested groups\n\nDeclare children in the config to build deeper trees A page sets group bundle-package-docs and lands in that nested slot. Only leaf groups no children get an llms-full/ cli cli --> bundle bundle --> publish publish --> install install --> consume` ```","Bundle docs into a package\n\nShip agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files.\n\nBundle docs into a package\n\nWhy AGENTS.md, not llms.txt?\n\nllms.txt is a website convention — a file at /llms.txt with absolute URLs that an agent fetches over HTTP. Inside an npm tarball it's the wrong shape every link points at a hosted URL the agent may not be able to reach, and no major coding agent looks for node modules/ 0) { for (const { urlPath, slug } of navigation.unknown) { process.stderr.write(`error: ${urlPath} declares unknown group \"${slug}\".\\n`); } process.exit(1); } await generateAgentsMd({ srcDir: REPO_ROOT, outDir: PACKAGE_ROOT, product: docsConfig.product, groups: docsConfig.groups, }); ```","Bundle docs into a package\n\nShip agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files.\n\nBundle docs into a package\n\nVerify before publishing\n\nnpm pack --dry-run should list AGENTS.md docs/ / .md If AGENTS.md is missing, check files in package.json . If .md files are missing, check the --include / --exclude filters.\n\n```bash npx leadtype generate --bundle --src . --out packages/my-package cd packages/my-package && npm pack --dry-run ```","Bundle docs into a package\n\nShip agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files.\n\nBundle docs into a package\n\nTell consuming projects to use the bundle\n\nAGENTS.md inside your tarball is auto-discovered by agents working in your published package — but for a project that depends on your package, the agent's working directory is the consumer's repo, not yours. You need to point them at the bundled docs. Recommend this snippet in your README so consumers add it to their own root AGENTS.md This is the same pattern Next.js uses to point agents at node modules/next/dist/docs/ .\n\n```md # When working with the `` library, read the bundled docs in `node_modules//AGENTS.md` first — they're version-matched to the installed package and stay accurate as the library updates. ```","Bundle docs into a package\n\nShip agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files.\n\nBundle docs into a package\n\nWhen to use this\n\nUse this when agents should understand the package from the installed dependency itself — coding agents that don't have web access, IDE assistants, CLI tools, or air-gapped environments. Don't use this if your only goal is a public docs website. For that, see Connect a docs site. You can use both — they read the same source MDX, just emit different shapes.","Bundle docs into a package\n\nShip agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files.\n\nBundle docs into a package\n\nWhat's next\n\nCLI reference LLM bundles Lint in CI","Connect a docs site\n\nWire leadtype into a docs app build so humans, agents, and search use one source.\n\nConnect a docs site\n\nUse this path when you run a docs site or want to . Leadtype runs before your build to convert MDX, generate navigation data, build the search index, and produce agent-readable artifacts. Your site framework — TanStack Start, Next.js, Astro, anything — handles routing and rendering.","Connect a docs site\n\nWire leadtype into a docs app build so humans, agents, and search use one source.\n\nConnect a docs site\n\nThe flow\n\n\\` reads TypeScript files at conversion time. // Pass basePath so the component can resolve relative paths. const typeTablePlugin: NonNullable< MdxToMarkdownOptions[\"remarkPlugins\"] >[number] = [remarkTypeTableToMarkdown, { basePath: repoRoot }]; await convertAllMdx({ srcDir, outDir, remarkPlugins: [ remarkInclude, ...defaultRemarkPlugins.filter((p) => p !== remarkTypeTableToMarkdown), typeTablePlugin, ], enrichFrontmatterFromGit: true, }); ```","Connect a docs site\n\nWire leadtype into a docs app build so humans, agents, and search use one source.\n\nConnect a docs site\n\nConfigure the product and groups\n\nAuthor docs/docs.config.ts once and let every stage read from it Pages declare group in frontmatter. The config declares the tree. The two together produce the navigation manifest, the llms.txt sections, and the lint check that catches typos. See Frontmatter for the resolution rules.\n\n```ts import { defineDocsConfig } from \"leadtype\"; export default defineDocsConfig({ product: { name: \"my-docs\", summary: \"Short product summary.\", bullets: [\"What it does in one bullet.\", \"Another bullet.\"], bestStartingPoints: [{ urlPath: \"/docs\" }, { urlPath: \"/docs/quickstart\" }], }, groups: [ { slug: \"get-started\", title: \"Get Started\" }, { slug: \"guides\", title: \"Guides\" }, ], }); ```","Connect a docs site\n\nWire leadtype into a docs app build so humans, agents, and search use one source.\n\nConnect a docs site\n\nMake the site agent-readable\n\nAfter generation, wire the runtime pieces into your docs app Serve root discovery files /llms.txt , /sitemap.xml , /sitemap.md , and /robots.txt . Keep docs-scoped discovery files available under /docs/ . Add JSON-LD, canonical links, and markdown alternate links to docs HTML pages. Return markdown for Accept text/markdown , known AI user agents, and direct .md URLs. Preserve canonical url and last updated frontmatter in markdown responses. Leadtype provides leadtype/llm/readability so you do not have to hand-roll request detection, frontmatter aliases, missing-page markdown, or JSON-LD escaping. The full setup guide is Optimize docs for agents. The core request hook looks like this in any framework Put it before your HTML docs route. Normal browsers continue to receive HTML; agent-oriented requests receive the generated markdown with Content-Type text/markdown; charset=utf-8 .\n\n```ts import manifest from \"../public/docs/agent-readability.json\"; import { createAgentMarkdownResponse } from \"leadtype/llm/readability\"; const response = createAgentMarkdownResponse({ urlPath: request.url, method: request.method, headers: Object.fromEntries(request.headers), manifest, requestOrigin: new URL(request.url).origin, readMarkdownFile(target) { return readGeneratedFile(`public/${target.filePath}`); }, }); if (response) { return new Response(response.body, { status: response.status, headers: response.headers, }); } ```","Connect a docs site\n\nWire leadtype into a docs app build so humans, agents, and search use one source.\n\nConnect a docs site\n\nConnect a remote source\n\nWhen the docs source lives in a different repo from the docs site Run lint first so missing or malformed frontmatter fails before the converter writes anything. Use --format github in CI to get inline annotations on the PR. Use --json on generate so automation can read the resolved groups and search index stats. This is the shape we expect for orgs hosting one docs UI for multiple package repos the source lives next to the code it documents, the docs app pulls it in at build time. See Bundle docs into a package if the package should also ship docs inside its npm tarball.\n\n```bash git clone --depth 1 https://github.com/acme/package-a .docs-src/package-a npx leadtype lint .docs-src/package-a/docs --format github --error-unknown npx leadtype generate --src .docs-src/package-a --out public --json npm run build ```","Connect a docs site\n\nWire leadtype into a docs app build so humans, agents, and search use one source.\n\nConnect a docs site\n\nVerify\n\nAfter a clean build public/docs/index.md — the converted home page. public/llms.txt — the routing index. Should mention every group from your config. public/docs/llms-full/ entry.urlPath === \"/docs/quickstart\" ); if (page) { const jsonLd = renderJsonLd(page, agentManifest); const script = renderJsonLdScript(page, agentManifest); } ``` ```html ```","Optimize docs for agents\n\nSet up llms.txt, markdown mirrors, JSON-LD, sitemaps, robots.txt, and audit checks for an agent-readable docs site.\n\nOptimize docs for agents\n\n4. Return markdown to agents\n\nUse createAgentMarkdownResponse from request middleware or route handlers. It returns a Web Response or null when the path is not an agent-oriented markdown request and handles Accept text/markdown and Accept text/plain content negotiation q-values respected . Known AI user-agent headers GPTBot, ClaudeBot, Bingbot, AmazonBot, MetaExternalAgent, PerplexityBot, MistralBot, AppleBot, ByteSpider, YouBot, … . Direct .md URLs such as /docs/quickstart.md . canonical url and last updated frontmatter aliases injected automatically. 200 markdown responses for missing docs pages, so agents do not discard the body. Content-Type text/markdown; charset=utf-8 , Vary Accept , User-Agent , Link <… ; rel=\"canonical\" , Cache-Control public, max-age=300, must-revalidate . readMarkdownFile may be sync or async, so the same code works on Node, Bun, Vercel Edge, Cloudflare Workers, and other edge runtimes Put that logic wherever your framework can intercept docs requests before its HTML route Framework/runtime Where it usually goes -- -- TanStack Start / nitro server/middleware/agent-readability.ts h3 .\n\n```ts import manifest from \"../public/docs/agent-readability.json\"; import { createAgentMarkdownResponse } from \"leadtype/llm/readability\"; export async function handleRequest(request: Request): Promise { return createAgentMarkdownResponse({ urlPath: request.url, method: request.method, headers: Object.fromEntries(request.headers), manifest, requestOrigin: new URL(request.url).origin, async readMarkdownFile(target) { // Node/Bun: read from disk. // Cloudflare: fetch from KV / R2 / asset binding. // Vercel Edge: fetch from the deployment's static asset URL. return await readGeneratedFile(`public/${target.filePath}`); }, }); } ```","Optimize docs for agents\n\nSet up llms.txt, markdown mirrors, JSON-LD, sitemaps, robots.txt, and audit checks for an agent-readable docs site.\n\nOptimize docs for agents\n\n4. Return markdown to agents\n\nn intercept docs requests before its HTML route Framework/runtime Where it usually goes -- -- TanStack Start / nitro server/middleware/agent-readability.ts h3 . One middleware handles both the markdown response and the sitemap/robots regenerators — runs in dev, preview, and prod. See apps/example/server/middleware/agent-readability.ts for the canonical reference. Nuxt server/middleware/agent-readability.ts h3 — same shape as the TanStack Start example. Next.js middleware.ts Edge or a catch-all route handler before the docs page. Astro An endpoint at pages/docs/ ...slug .md.ts or astro middleware . Cloudflare Workers/Pages Worker fetch handler with KV/R2 asset binding for the markdown reader. Express/Hono/Fastify Middleware before the docs HTML route. Tip if you keep static sitemap.xml / sitemap.md / robots.txt files in your build output, your framework's static handler may serve them before your middleware can rebase URLs to the live origin. Either delete the static copies after the build so the middleware always runs or make sure your middleware is registered ahead of static-asset serving.","Optimize docs for agents\n\nSet up llms.txt, markdown mirrors, JSON-LD, sitemaps, robots.txt, and audit checks for an agent-readable docs site.\n\nOptimize docs for agents\n\n4. Return markdown to agents\n\norigin. Either delete the static copies after the build so the middleware always runs or make sure your middleware is registered ahead of static-asset serving. Do not rewrite llms.txt , sitemap.xml , sitemap.md , robots.txt , llms-full.txt , or agent-readability.json to page markdown. The helper leaves those artifact paths alone.","Optimize docs for agents\n\nSet up llms.txt, markdown mirrors, JSON-LD, sitemaps, robots.txt, and audit checks for an agent-readable docs site.\n\nOptimize docs for agents\n\n4. Return markdown to agents\n\nServe sitemap.xml and robots.txt with the live origin\n\nsitemap.xml 's lint-report.json ```","Validate in CI\n\nRun leadtype lint in CI so frontmatter, navigation, and link issues fail PRs before publish.\n\nValidate in CI\n\nLocal pre-push hook\n\nCatch issues before they reach CI by running lint in a husky pre-push hook Keep it under a second by limiting the scan to changed files when you have many pages. The CLI accepts repeated --ignore globs to skip stale or generated paths.\n\n```bash #!/usr/bin/env sh npx leadtype lint docs --max-warnings 0 ```","Validate in CI\n\nRun leadtype lint in CI so frontmatter, navigation, and link issues fail PRs before publish.\n\nValidate in CI\n\nRun before generate\n\nWhen leadtype lint and leadtype generate both run in the same job, lint first Generate fails noisily on unknown groups or broken includes. Lint fails specifically on content schema problems with file/line context — much easier to debug.\n\n```bash npx leadtype lint docs --error-unknown npx leadtype generate --src . --out public --json ```","Validate in CI\n\nRun leadtype lint in CI so frontmatter, navigation, and link issues fail PRs before publish.\n\nValidate in CI\n\nWhat to fix first\n\nWhen CI fails on a lot of violations, fix them in this order 1. parse-error — frontmatter is broken; nothing else can validate. 2. schema — missing or wrong-typed required fields. 3. unresolved-placeholder — content bug, not a config bug. 4. invalid-link and cross-framework-link — usually a stale link after a docs move. 5. unknown-field — last; either delete the field or extend the schema.","How it works\n\nThe mental model: one MDX source, a remark pipeline, two output modes, three audiences.\n\nHow it works\n\nLeadtype takes one input — a folder of MDX — and produces every shape your docs need to take. This page names every piece so the rest of the docs make sense.","How it works\n\nThe mental model: one MDX source, a remark pipeline, two output modes, three audiences.\n\nHow it works\n\nThe pipeline\n\nThe remark stack is what turns interactive MDX components into agent-readable markdown. JSX gets flattened — a fm fm --> remark fm --> groups remark --> md md --> site_idx md --> search groups --> site_idx groups --> agents_md groups --> nav` ```","How it works\n\nThe mental model: one MDX source, a remark pipeline, two output modes, three audiences.\n\nHow it works\n\nTwo output modes\n\nleadtype generate has two modes that read the same source and emit different shapes Property Type Description Default Required -- -- -- -- -- Site mode default leadtype generate --out public Writes llms.txt, docs/llms-full/\\ .txt, docs/search-index.json, docs/sitemap.xml, docs/sitemap.md, docs/robots.txt, agent-readability.json, and docs/\\ .md to a public/ directory your docs website serves. This is what you wire into a Vite, Next.js, Astro, or TanStack Start build. - Optional Bundle mode leadtype generate --bundle --out packages/foo Writes AGENTS.md at the package root and docs/\\ .md beneath it, both with relative paths. Skips llms.txt, llms-full, search, sitemap, robots, and Agent Readability files — those are website-only. Designed for npm tarballs that ship docs alongside the published code. - Optional","How it works\n\nThe mental model: one MDX source, a remark pipeline, two output modes, three audiences.\n\nHow it works\n\nThe artifacts\n\nProperty Type Description Default Required -- -- -- -- -- Markdown .md docs/\\ human site_out -- \"absolute URLs\" --> http_agent site_out -- \"search-index.json\" --> search_ui bundle_out -- \"AGENTS.md auto-discovery\" --> offline_agent` ```","How it works\n\nThe mental model: one MDX source, a remark pipeline, two output modes, three audiences.\n\nHow it works\n\nVocabulary\n\nA few terms you will see throughout the docs. Property Type Description Default Required -- -- -- -- -- flatten verb Convert an interactive MDX component into a portable markdown equivalent. A \\ site_run src --> bundle_run site_run --> site_out bundle_run --> bundle_out site_out --> humans site_out --> http_agents site_out --> search bundle_out --> offline_agents` ```","Leadtype\n\nOne MDX source. A website for humans, AGENTS.md for offline coding agents, llms.txt for HTTP agents — all from a single pipeline.\n\nLeadtype\n\nChoose your path\n\nMost teams arrive here for one of two reasons. Pick the journey that matches yours — each is a single page that takes you from zero to running. Build a docs site Ship docs in your package","Leadtype\n\nOne MDX source. A website for humans, AGENTS.md for offline coding agents, llms.txt for HTTP agents — all from a single pipeline.\n\nLeadtype\n\nWhat you get\n\n1. Write once Author MDX with familiar components — Callout , Tabs , Steps , Mermaid , TypeTable , and others. Add group in frontmatter to place pages in the navigation tree. 2. Run \\ leadtype generate\\ For a website converts MDX to markdown, builds llms.txt plus topic bundles, generates a search index, writes Agent Readability discovery files, and resolves navigation. With --bundle emits AGENTS.md plus per-topic .md files for agents reading from node modules/ . 3. Serve all of it Humans get HTML. HTTP agents get markdown via content negotiation or fetch llms.txt . Coding agents working in a project that depends on your package auto-discover AGENTS.md from node modules/ [options] ```","CLI\n\nleadtype generate and leadtype lint — flags, exit codes, and JSON output.\n\nCLI\n\ngenerate\n\nConvert MDX, then either produce website artifacts default or a package bundle --bundle . Flag Default Description -- -- -- --src ; summary: { filesScanned: number; errors: number; warnings: number; }; }; ```","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nDefault schemas\n\nDocs frontmatter\n\nField Required Type -- -- -- title Yes non-empty string description No string icon No string deprecated No boolean deprecatedReason No string experimental No boolean canary No boolean new No boolean draft No boolean tags No string array group No string or string array availableIn No array of framework, url?, title? full No boolean lastModified and lastAuthor are produced by the converter when --enrich-git is set. Don't author them.","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nDefault schemas\n\nChangelog frontmatter\n\nField Required Type -- -- -- title Yes non-empty string version Yes SemVer string date Yes ISO-8601 or parseable date description No string icon No string type No release , improvement , retired , or deprecation tags No string array canary No boolean authors No string or string array draft No boolean","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nDefault schemas\n\nmeta.json\n\nField Required Type -- -- -- pages Yes string array title No non-empty string root No boolean icon No string defaultOpen No boolean nav.sidebar No section or combined nav.label No string nav.mode No string","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nCustom schemas\n\nPass a Valibot schema to extend or replace the defaults Once you provide a custom schema, unknown-field warnings apply to that schema. Add --error-unknown in CI to keep your contract strict.\n\n```ts import * as v from \"valibot\"; import { lintDocs } from \"leadtype/lint\"; const customFrontmatter = v.object({ title: v.pipe(v.string(), v.minLength(1)), audience: v.picklist([\"beginner\", \"advanced\"]), }); await lintDocs({ srcDir: \"docs\", schemas: { frontmatter: customFrontmatter }, }); ```","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nPractical guidance\n\nRun lint before leadtype generate so content errors fail fast. Use --format github in GitHub Actions and --format json in any other CI. Treat unresolved-placeholder as a content bug first — usually a missing entry in availableIn or a stale URL template. After a docs move, lint and run meta.json updates together; they drift at the same time. For wiring lint into pipelines, see Validate in CI.","LLM bundles\n\nGenerate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.\n\nLLM bundles\n\nThe leadtype/llm entry point produces four flavors of agent-facing output, all derived from the same docs source generateLlmsTxt — for hosted websites. Emits the /llms.txt convention with root-relative markdown mirror links. generateLLMFullContextFiles — full-content topic bundles. Pairs with generateLlmsTxt . generateAgentReadabilityArtifacts — docs-scoped sitemap.xml , sitemap.md , robots.txt , and JSON manifest data that a host app can merge into site-level files. generateAgentsMd — for npm-bundled docs. Emits an AGENTS.md index with relative ./docs/ A library that does one thing well. - Helper that handles the boring parts. - Type-safe by default. - Works in any runtime. ## Best Starting Points - [Documentation](/docs/index.md) - [Quickstart](/docs/quickstart.md) ## Get Started Five-minute happy path and the mental model. - [Quickstart](/docs/quickstart.md): Install and run the pipeline. - [How it works](/docs/how-it-works.md): The mental model. ## Reference CLI flags and conversion APIs. - [CLI](/docs/reference/cli.md): Every flag. ```","LLM bundles\n\nGenerate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.\n\nLLM bundles\n\nTypical sequence\n\ngenerateLLMFullContextFiles and generateAgentReadabilityArtifacts read from A library that does one thing well. These docs ship inside the package so coding agents can read them offline. Open the topic file you need from the list below — paths are relative to this file. ## Get Started - [Quickstart](./docs/quickstart.md): Install and run the pipeline. - [How it works](./docs/how-it-works.md): The mental model. ## Reference - [CLI](./docs/reference/cli.md): Every flag. ```","LLM bundles\n\nGenerate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.\n\nLLM bundles\n\nresolveDocsNavigation\n\nSame group-resolution logic the LLM bundles use, but returns the navigation manifest as a plain object — useful for driving a sidebar UI Write the result to src/generated/docs-nav.json and import it from your sidebar component Now your sidebar can import a static manifest with the same group tree the LLM bundles use.\n\n```ts const navigation = await resolveDocsNavigation({ srcDir: \".\", baseUrl: \"https://docs.example.com\", groups: docsConfig.groups, }); if (navigation.unknown.length > 0) { for (const { urlPath, slug } of navigation.unknown) { process.stderr.write(`error: ${urlPath} declares unknown group \"${slug}\".\\n`); } process.exit(1); } ``` ```ts import { mkdir, writeFile } from \"node:fs/promises\"; await mkdir(\"src/generated\", { recursive: true }); await writeFile( \"src/generated/docs-nav.json\", `${JSON.stringify(navigation, null, 2)}\\n` ); ```","LLM bundles\n\nGenerate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.\n\nLLM bundles\n\nTopic design\n\nThe groups you pass to these APIs come from docs.config.ts . Two principles Prefer narrow leaves over one giant bundle. A leaf with 5 pages produces a focused llms-full file an agent can load quickly. A single catch-all leaf with 50 pages produces something most agents will truncate. Write group descriptions for routing, not flavor text. Agents read those descriptions to decide which bundle to load. \"How to install and run\" beats \"Welcome to our guides!\"","LLM bundles\n\nGenerate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.\n\nLLM bundles\n\nBase URL precedence\n\nPass baseUrl explicitly, or use environment variables for layered fallback The package-specific LEADTYPE AGENT BASE URL lets each package override an org-wide default. BASE URL covers most CI/deployment platforms, and a final hardcoded fallback keeps local builds working without env setup.\n\n```ts const baseUrl = process.env.LEADTYPE_AGENT_BASE_URL || process.env.BASE_URL || process.env.PORTLESS_URL || \"https://docs.example.com\"; ```","Remark plugins\n\nThe default plugin stack that flattens MDX components into markdown.\n\nRemark plugins\n\nThe remark stack is what turns interactive MDX into agent-readable markdown. Imports get stripped first, placeholders get resolved, then each named component is flattened into a markdown equivalent. Order matters.\n\n```ts import { defaultRemarkPlugins, remarkInclude, remarkTypeTableToMarkdown, } from \"leadtype/remark\"; ```","Remark plugins\n\nThe default plugin stack that flattens MDX components into markdown.\n\nRemark plugins\n\nThe default stack\n\ndefaultRemarkPlugins runs the stack in this order 1. remarkRemoveImports — strip MDX import and export statements. 2. remarkRemoveJsxComments — strip / ... / JSX comments. 3. remarkResolveDocPlaceholders — replace framework and similar placeholders in URLs. 4. remarkSectionToMarkdown — flatten
ri --> rj --> rd --> rs --> rc --> rcd --> rdt --> rm --> rct --> rst --> rt --> rtt --> ra --> rts --> re --> out` ```","Remark plugins\n\nThe default plugin stack that flattens MDX components into markdown.\n\nRemark plugins\n\nWhy order matters\n\nImports must go before placeholder resolution, because some placeholders read from imported modules. Placeholder resolution must go before component flatteners, because flatteners assume URLs are final strings, not template literals. The component flatteners run last so each one sees a clean tree. Don't reorder casually. If you need a custom plugin to run before a flattener for example, to transform a custom component into one of the contracted names , insert it after remarkResolveDocPlaceholders and before the flattener you want to feed.","Remark plugins\n\nThe default plugin stack that flattens MDX components into markdown.\n\nRemark plugins\n\nOptional plugins\n\nremarkInclude\n\nAdd this when the source docs use include tags or partial composition Place it before the default stack so included content expands before any flattener sees it.\n\n```ts remarkPlugins: [remarkInclude, ...defaultRemarkPlugins]; ```","Remark plugins\n\nThe default plugin stack that flattens MDX components into markdown.\n\nRemark plugins\n\nOptional plugins\n\nremarkTypeTableToMarkdown with basePath\n\n p !== remarkTypeTableToMarkdown), [remarkTypeTableToMarkdown, { basePath: process.cwd() }], ]; ``` ```mdx ```","Remark plugins\n\nThe default plugin stack that flattens MDX components into markdown.\n\nRemark plugins\n\nPlugin selection rules\n\nUse defaultRemarkPlugins for any agent-facing or LLM output. Add remarkInclude when docs are composed from shared fragments. Use individual plugins only when you intentionally want to omit a flattener e.g. you don't use /docs/search-index.json /docs/search-content.json ```","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nRuntime search\n\nThe runtime is edge-safe — no Node APIs, works on Vercel, Cloudflare, and anywhere else Results include heading paths, hash URLs, and snippets ready for a search UI.\n\n```ts import { searchDocs, type DocsSearchIndex, type DocsSearchContentStore, } from \"leadtype/search\"; import indexJson from \"../public/docs/search-index.json\"; import contentJson from \"../public/docs/search-content.json\"; const results = searchDocs( indexJson as DocsSearchIndex, \"tabs install\", { content: contentJson as DocsSearchContentStore } ); ```","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nReading docs at runtime\n\nThe same index doubles as a virtual filesystem. Three readers, picked by what you have Use readDocsContentFile when you need the entire page for context links . Use readDocsContentChunk when a search result already named the right heading.\n\n```ts import { listDocsContentFiles, readDocsContentFile, readDocsContentChunk, } from \"leadtype/search\"; const allFiles = listDocsContentFiles(index); const wholePage = readDocsContentFile(index, \"guides/quickstart\", content); const oneChunk = readDocsContentChunk(index, \"chunk-0\", content); ```","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nSource-grounded answers\n\ncreateAnswerContext turns a query plus retrieved chunks into a system and prompt you pass to any model The system message instructs the model to answer only from the retrieved context, cite sources with 1 -style references, and say so when the context is insufficient.\n\n```ts import { createAnswerContext } from \"leadtype/search\"; const context = createAnswerContext(index, \"how do I run lint?\", { content, productName: \"My Library\", }); // → { system, prompt, sources } ```","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nStreaming via provider entry points\n\nThree thin wrappers around createAnswerContext that stream a Response and surface sources separately. Use one matching your runtime response is a plain text Response. sources is metadata for citation links — display it separately, don't embed it in the streamed answer. For TanStack, pass an explicit adapter . For Cloudflare, build one with createCloudflareDocsAdapter provider, model, options binding env.AI.gateway \"docs\" .\n\n```ts import { streamDocsAnswer } from \"leadtype/search/vercel\"; // Vercel AI SDK / AI Gateway import { streamDocsAnswer } from \"leadtype/search/tanstack\"; // TanStack AI import { streamDocsAnswer } from \"leadtype/search/cloudflare\"; // Cloudflare AI Gateway / Workers AI ``` ```ts const { response, sources } = streamDocsAnswer({ index, content, query, model: \"openai/gpt-5.5\", productName: \"My Library\", }); ```","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nBash tool adapters\n\nWhen you want an agent to explore docs with shell commands instead of receiving pre-selected chunks The adapter exposes a read-only virtual /docs filesystem with ls , cat , find , grep , and rg . Network commands, code execution, and writes are disabled. TanStack and Cloudflare expose createDocsBashTools plural over the same filesystem.\n\n```ts import { createDocsBashTool } from \"leadtype/search/vercel\"; const { tools, instructions } = await createDocsBashTool(index, content); ```","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nAbuse guards\n\nReusable utilities for the request path Helper Purpose -- -- validateDocsQuery Trim and cap query text. readJsonWithLimit Reject oversized JSON bodies before parse. getClientIdentifier Read common proxy IP headers. createMemoryRateLimiter Implements RateLimiter for demos. The in-memory limiter is fine for demos. Production apps should adapt the RateLimiter interface to a shared store — Redis, Vercel KV, Cloudflare KV, or Durable Objects.","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nWhen to add embeddings\n\nStart with the local index. It is static, cheap, edge-safe, and fast for exact API names, config keys, error messages, and paths. Add embeddings only when Users search with vocabulary that doesn't match the docs e.g. \"make it faster\" matching a \"performance optimization\" page . Your docs grow past tens of thousands of chunks and the cold-start memory hit becomes noticeable. Even then, keep the lexical index for exact matches and layer embeddings on top — they're complementary, not replacements."]} diff --git a/apps/example/src/generated/docs-search-index.json b/apps/example/src/generated/docs-search-index.json index 9224930..106b86f 100644 --- a/apps/example/src/generated/docs-search-index.json +++ b/apps/example/src/generated/docs-search-index.json @@ -1 +1 @@ -{"version":2,"generatedAt":"2026-05-10T05:57:49.209Z","documents":[["authoring/components","Components","MDX components the pipeline knows how to flatten into agent-readable markdown.","/docs/authoring/components","https://docs.example.com/docs/authoring/components","authoring/components"],["authoring/frontmatter","Frontmatter","Required fields, group semantics, and how authored MDX becomes a navigation tree.","/docs/authoring/frontmatter","https://docs.example.com/docs/authoring/frontmatter","authoring/frontmatter"],["build/bundle-package-docs","Bundle docs into a package","Ship agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files.","/docs/build/bundle-package-docs","https://docs.example.com/docs/build/bundle-package-docs","build/bundle-package-docs"],["build/connect-docs-site","Connect a docs site","Wire leadtype into a docs app build so humans, agents, and search use one source.","/docs/build/connect-docs-site","https://docs.example.com/docs/build/connect-docs-site","build/connect-docs-site"],["build/optimize-docs-for-agents","Optimize docs for agents","Set up llms.txt, markdown mirrors, JSON-LD, sitemaps, robots.txt, and audit checks for an agent-readable docs site.","/docs/build/optimize-docs-for-agents","https://docs.example.com/docs/build/optimize-docs-for-agents","build/optimize-docs-for-agents"],["build/validate-in-ci","Validate in CI","Run leadtype lint in CI so frontmatter, navigation, and link issues fail PRs before publish.","/docs/build/validate-in-ci","https://docs.example.com/docs/build/validate-in-ci","build/validate-in-ci"],["how-it-works","How it works","The mental model: one MDX source, a remark pipeline, two output modes, three audiences.","/docs/how-it-works","https://docs.example.com/docs/how-it-works","how-it-works"],["index","Leadtype","One MDX source. A website for humans, AGENTS.md for offline coding agents, llms.txt for HTTP agents — all from a single pipeline.","/docs","https://docs.example.com/docs","index"],["methodology","Methodology","How leadtype differs from Fumadocs, Starlight, and Mintlify.","/docs/methodology","https://docs.example.com/docs/methodology","methodology"],["quickstart","Quickstart","Install leadtype, run it against a docs folder, and inspect the artifacts it produces.","/docs/quickstart","https://docs.example.com/docs/quickstart","quickstart"],["reference/cli","CLI","leadtype generate and leadtype lint — flags, exit codes, and JSON output.","/docs/reference/cli","https://docs.example.com/docs/reference/cli","reference/cli"],["reference/convert","Convert","MDX-to-markdown conversion APIs from leadtype/convert.","/docs/reference/convert","https://docs.example.com/docs/reference/convert","reference/convert"],["reference/lint","Lint rules","Schema, link, and navigation checks. 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diff --git a/docs/methodology.mdx b/docs/methodology.mdx index a05fa9e..bd974f0 100644 --- a/docs/methodology.mdx +++ b/docs/methodology.mdx @@ -12,12 +12,12 @@ Leadtype is **a docs pipeline, not a docs website framework**. It produces the a | Tool | What it gives you | | --- | --- | -| Fumadocs | A React docs site framework. | -| Starlight | An Astro docs site framework. | -| Mintlify | A hosted docs platform with deployment, analytics, and AI built in. | +| Fumadocs | A React docs framework (Next.js, TanStack Start, React Router, Waku). Supports `llms.txt` and content negotiation via framework route handlers. | +| Starlight | An Astro docs site framework. `llms.txt` via the `starlight-llms-txt` community plugin (not built-in); static client-side search via Pagefind. | +| Mintlify | A hosted docs SaaS (with an optional headless Astro mode that still calls Mintlify's search and assistant APIs). | | Leadtype | The portable content layer behind any of the above. | -Use a website framework when the main job is publishing a polished site quickly. Use a hosted platform when you want zero infra. Use leadtype when you want to **own the docs UI but standardize the content pipeline** across packages, repos, agent bundles, and search. +Use a website framework when the main job is publishing a polished docs UI quickly. Use a hosted platform when you want managed publishing, search, analytics, and AI features and accept that service dependency. Use leadtype when you want to **own the generated docs artifacts**: framework-agnostic markdown, navigation, search, `llms.txt`, topic-scoped context bundles, and optional `AGENTS.md` package bundles that ship inside npm tarballs. ## What leadtype owns @@ -37,4 +37,4 @@ Use a website framework when the main job is publishing a polished site quickly. You want one docs experience across many repos, but each repo keeps its content next to the code it documents. A shared docs app — public, private, or templated — renders that content with your design system. Leadtype handles conversion, search, validation, and agent outputs identically across every repo. -You can also pair leadtype *with* a website framework: use Fumadocs or Starlight for the UI, and run leadtype's pipeline alongside it for `llms.txt`, agent bundles, or a content-negotiated `text/markdown` endpoint your framework doesn't ship. +You can also pair leadtype *with* a website framework: use Fumadocs or Starlight for the UI, and run leadtype alongside it when you want one portable pipeline for generated markdown, search, `llms.txt`, topic-scoped `llms-full/.txt`, Agent Readability files, and npm-bundled `AGENTS.md` docs across frameworks and packages. From 5e4e99743e6de4d69766b1ae197505ab038bbfcf Mon Sep 17 00:00:00 2001 From: Kaylee <65376239+KayleeWilliams@users.noreply.github.com> Date: Sun, 10 May 2026 14:15:44 -0700 Subject: [PATCH 2/2] Vary "Use..." sentence openings in methodology guidance paragraph The three consecutive sentences in the "when to pick which tool" paragraph all started with "Use", which read repetitive. Swap to "Choose / Consider / Opt for" to vary the openings while keeping the parallel comparison and the full artifact list (framework-agnostic markdown, navigation, search, llms.txt, topic-scoped context bundles, AGENTS.md package bundles). --- apps/example/src/generated/agent-readability.json | 14 +++++++------- .../example/src/generated/docs-search-content.json | 2 +- apps/example/src/generated/docs-search-index.json | 2 +- docs/methodology.mdx | 2 +- 4 files changed, 10 insertions(+), 10 deletions(-) diff --git a/apps/example/src/generated/agent-readability.json b/apps/example/src/generated/agent-readability.json index 71fc9c1..4470cc9 100644 --- a/apps/example/src/generated/agent-readability.json +++ b/apps/example/src/generated/agent-readability.json @@ -1,6 +1,6 @@ { "version": 1, - "generatedAt": "2026-05-10T21:09:41.711Z", + "generatedAt": "2026-05-10T21:15:33.570Z", "baseUrl": "https://leadtype.dev", "product": { "name": "Leadtype", @@ -70,7 +70,7 @@ "groups": [ "build" ], - "lastModified": "2026-05-10T06:25:37.000Z" + "lastModified": "2026-05-10T20:56:41.000Z" }, { "title": "Optimize docs for agents", @@ -83,7 +83,7 @@ "groups": [ "build" ], - "lastModified": "2026-05-10T06:25:37.000Z" + "lastModified": "2026-05-10T20:56:41.000Z" }, { "title": "Validate in CI", @@ -135,7 +135,7 @@ "groups": [ "get-started" ], - "lastModified": "2026-05-10T06:25:37.000Z" + "lastModified": "2026-05-10T20:56:41.000Z" }, { "title": "CLI", @@ -148,7 +148,7 @@ "groups": [ "reference" ], - "lastModified": "2026-05-10T06:25:37.000Z" + "lastModified": "2026-05-10T20:56:41.000Z" }, { "title": "Convert", @@ -187,7 +187,7 @@ "groups": [ "reference" ], - "lastModified": "2026-05-10T06:25:37.000Z" + "lastModified": "2026-05-10T20:56:41.000Z" }, { "title": "Remark plugins", @@ -213,7 +213,7 @@ "groups": [ "reference" ], - "lastModified": "2026-05-09T22:38:26.000Z" + "lastModified": "2026-05-10T20:56:41.000Z" } ], "navigation": { diff --git a/apps/example/src/generated/docs-search-content.json b/apps/example/src/generated/docs-search-content.json index 71038ab..6562811 100644 --- a/apps/example/src/generated/docs-search-content.json +++ b/apps/example/src/generated/docs-search-content.json @@ -1 +1 @@ -{"version":2,"generatedAt":"2026-05-10T21:09:41.759Z","chunks":["Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nLeadtype does not ship UI components. 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Run the conversion leadtype generate writes flattened markdown to public/docs/ . 3. Serve both formats HTML for humans, .md for agents — same URL, content negotiated by the Accept header.\n\n```tsx Use the components in this list. `leadtype generate` writes flattened markdown. ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nTabs\n\nGroup equivalent content. Flattens to bold headings followed by content so agents do not need a JSX-aware renderer to read every variant. tanstack-start Use a Vite middleware dev/preview and a Nitro middleware prod to negotiate the Accept header. next-js Wire content negotiation in middleware.ts and serve .md from a route handler. vite A configureServer middleware is enough for static deployments where .md files live in public/ .\n\n```tsx … … … ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nCommandTabs\n\nPackage-manager-aware install or run commands. Flattens to a markdown table with one row per manager. Use mode=\"install\" when command is a package name, mode=\"run\" when command is a CLI name, and mode=\"create\" for starter commands. Use the commands prop for exact per-manager overrides. Package manager Command -- -- npm npm install leadtype pnpm pnpm add leadtype yarn yarn add leadtype bun bun add leadtype Package manager Command -- -- npm npx leadtype lint pnpm pnpm dlx leadtype lint yarn yarn dlx leadtype lint bun bunx leadtype lint\n\n```tsx ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nAccordion\n\nCollapsible details for secondary content. Flattening ignores open/closed state and emits every item — accordions are not a place to hide content from agents. When should I use accordions? Use them for supporting details, troubleshooting notes, and optional reference material. Closed content is still flattened by the remark pipeline. Are accordions a good place to hide content from LLMs? No. Conversion ignores the open/closed state and emits everything inside.\n\n```tsx Use them for supporting details and optional reference material. ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nTopicSwitcher\n\nNavigation across equivalent docs topics — frameworks, SDKs, runtimes, deployment targets, product areas. Reader-facing only; it does not automatically read LLM topic config. Framework React — React integration Vue — Vue integration Svelte — Svelte integration\n\n```tsx ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nTypeTable and ExtractedTypeTable\n\nTypeTable is for explicit prop or type rows you already know. ExtractedTypeTable reads a TypeScript file at conversion time and extracts the table from a named type — keep its path stable. Property Type Description Default Required -- -- -- -- -- title string Heading rendered above the callout body. - ✅ Required variant CalloutVariant Visual treatment for the callout. info Optional deprecated \\ \\ boolean\\ \\ deprecated Marks the row as deprecated. false Optional\n\n```tsx ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nExample\n\nData-driven preview and source examples. The host component receives code as data; add file loaders or dynamic imports outside leadtype when an example needs app-specific behavior.\n\n```tsx The host app owns styling and runtime components while leadtype owns conversion. ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nMermaid\n\nDiagrams authored as plain text. Renders client-side as interactive SVG. Flattening preserves the source as a fenced mermaid block so other tools can render the diagram from the markdown copy.\n\n```tsx |remark| Markdown Markdown -->|llms.txt| Agents`} /> ``` ```mermaid `graph LR MDX -->|remark| Markdown Markdown -->|search index| API Markdown -->|llms.txt| Agents` ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nGuidelines\n\nKeep runtime components in your docs app. Leadtype stays out of UI. Keep component names stable. Renaming resolver page1 --> resolver page2 --> resolver page3 --> resolver resolver --> nav resolver --> llms resolver --> full` ```","Frontmatter\n\nRequired fields, group semantics, and how authored MDX becomes a navigation tree.\n\nFrontmatter\n\nHow groups become a nav tree\n\nNested groups\n\nDeclare children in the config to build deeper trees A page sets group bundle-package-docs and lands in that nested slot. Only leaf groups no children get an llms-full/ cli cli --> bundle bundle --> publish publish --> install install --> consume` ```","Bundle docs into a package\n\nShip agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files.\n\nBundle docs into a package\n\nWhy AGENTS.md, not llms.txt?\n\nllms.txt is a website convention — a file at /llms.txt with absolute URLs that an agent fetches over HTTP. Inside an npm tarball it's the wrong shape every link points at a hosted URL the agent may not be able to reach, and no major coding agent looks for node modules/ 0) { for (const { urlPath, slug } of navigation.unknown) { process.stderr.write(`error: ${urlPath} declares unknown group \"${slug}\".\\n`); } process.exit(1); } await generateAgentsMd({ srcDir: REPO_ROOT, outDir: PACKAGE_ROOT, product: docsConfig.product, groups: docsConfig.groups, }); ```","Bundle docs into a package\n\nShip agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files.\n\nBundle docs into a package\n\nVerify before publishing\n\nnpm pack --dry-run should list AGENTS.md docs/ / .md If AGENTS.md is missing, check files in package.json . If .md files are missing, check the --include / --exclude filters.\n\n```bash npx leadtype generate --bundle --src . --out packages/my-package cd packages/my-package && npm pack --dry-run ```","Bundle docs into a package\n\nShip agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files.\n\nBundle docs into a package\n\nTell consuming projects to use the bundle\n\nAGENTS.md inside your tarball is auto-discovered by agents working in your published package — but for a project that depends on your package, the agent's working directory is the consumer's repo, not yours. You need to point them at the bundled docs. Recommend this snippet in your README so consumers add it to their own root AGENTS.md This is the same pattern Next.js uses to point agents at node modules/next/dist/docs/ .\n\n```md # When working with the `` library, read the bundled docs in `node_modules//AGENTS.md` first — they're version-matched to the installed package and stay accurate as the library updates. ```","Bundle docs into a package\n\nShip agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files.\n\nBundle docs into a package\n\nWhen to use this\n\nUse this when agents should understand the package from the installed dependency itself — coding agents that don't have web access, IDE assistants, CLI tools, or air-gapped environments. Don't use this if your only goal is a public docs website. For that, see Connect a docs site. You can use both — they read the same source MDX, just emit different shapes.","Bundle docs into a package\n\nShip agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files.\n\nBundle docs into a package\n\nWhat's next\n\nCLI reference LLM bundles Lint in CI","Connect a docs site\n\nWire leadtype into a docs app build so humans, agents, and search use one source.\n\nConnect a docs site\n\nUse this path when you run a docs site or want to . Leadtype runs before your build to convert MDX, generate navigation data, build the search index, and produce agent-readable artifacts. Your site framework — TanStack Start, Next.js, Astro, anything — handles routing and rendering.","Connect a docs site\n\nWire leadtype into a docs app build so humans, agents, and search use one source.\n\nConnect a docs site\n\nThe flow\n\n\\` reads TypeScript files at conversion time. // Pass basePath so the component can resolve relative paths. const typeTablePlugin: NonNullable< MdxToMarkdownOptions[\"remarkPlugins\"] >[number] = [remarkTypeTableToMarkdown, { basePath: repoRoot }]; await convertAllMdx({ srcDir, outDir, remarkPlugins: [ remarkInclude, ...defaultRemarkPlugins.filter((p) => p !== remarkTypeTableToMarkdown), typeTablePlugin, ], enrichFrontmatterFromGit: true, }); ```","Connect a docs site\n\nWire leadtype into a docs app build so humans, agents, and search use one source.\n\nConnect a docs site\n\nConfigure the product and groups\n\nAuthor docs/docs.config.ts once and let every stage read from it Pages declare group in frontmatter. The config declares the tree. The two together produce the navigation manifest, the llms.txt sections, and the lint check that catches typos. See Frontmatter for the resolution rules.\n\n```ts import { defineDocsConfig } from \"leadtype\"; export default defineDocsConfig({ product: { name: \"my-docs\", summary: \"Short product summary.\", bullets: [\"What it does in one bullet.\", \"Another bullet.\"], bestStartingPoints: [{ urlPath: \"/docs\" }, { urlPath: \"/docs/quickstart\" }], }, groups: [ { slug: \"get-started\", title: \"Get Started\" }, { slug: \"guides\", title: \"Guides\" }, ], }); ```","Connect a docs site\n\nWire leadtype into a docs app build so humans, agents, and search use one source.\n\nConnect a docs site\n\nMake the site agent-readable\n\nAfter generation, wire the runtime pieces into your docs app Serve root discovery files /llms.txt , /sitemap.xml , /sitemap.md , and /robots.txt . Keep docs-scoped discovery files available under /docs/ . Add JSON-LD, canonical links, and markdown alternate links to docs HTML pages. Return markdown for Accept text/markdown , known AI user agents, and direct .md URLs. Preserve canonical url and last updated frontmatter in markdown responses. Leadtype provides leadtype/llm/readability so you do not have to hand-roll request detection, frontmatter aliases, missing-page markdown, or JSON-LD escaping. The full setup guide is Optimize docs for agents. The core request hook looks like this in any framework Put it before your HTML docs route. Normal browsers continue to receive HTML; agent-oriented requests receive the generated markdown with Content-Type text/markdown; charset=utf-8 .\n\n```ts import manifest from \"../public/docs/agent-readability.json\"; import { createAgentMarkdownResponse } from \"leadtype/llm/readability\"; const response = createAgentMarkdownResponse({ urlPath: request.url, method: request.method, headers: Object.fromEntries(request.headers), manifest, requestOrigin: new URL(request.url).origin, readMarkdownFile(target) { return readGeneratedFile(`public/${target.filePath}`); }, }); if (response) { return new Response(response.body, { status: response.status, headers: response.headers, }); } ```","Connect a docs site\n\nWire leadtype into a docs app build so humans, agents, and search use one source.\n\nConnect a docs site\n\nConnect a remote source\n\nWhen the docs source lives in a different repo from the docs site Run lint first so missing or malformed frontmatter fails before the converter writes anything. Use --format github in CI to get inline annotations on the PR. Use --json on generate so automation can read the resolved groups and search index stats. This is the shape we expect for orgs hosting one docs UI for multiple package repos the source lives next to the code it documents, the docs app pulls it in at build time. See Bundle docs into a package if the package should also ship docs inside its npm tarball.\n\n```bash git clone --depth 1 https://github.com/acme/package-a .docs-src/package-a npx leadtype lint .docs-src/package-a/docs --format github --error-unknown npx leadtype generate --src .docs-src/package-a --out public --json npm run build ```","Connect a docs site\n\nWire leadtype into a docs app build so humans, agents, and search use one source.\n\nConnect a docs site\n\nVerify\n\nAfter a clean build public/docs/index.md — the converted home page. public/llms.txt — the routing index. Should mention every group from your config. public/docs/llms-full/ entry.urlPath === \"/docs/quickstart\" ); if (page) { const jsonLd = renderJsonLd(page, agentManifest); const script = renderJsonLdScript(page, agentManifest); } ``` ```html ```","Optimize docs for agents\n\nSet up llms.txt, markdown mirrors, JSON-LD, sitemaps, robots.txt, and audit checks for an agent-readable docs site.\n\nOptimize docs for agents\n\n4. Return markdown to agents\n\nUse createAgentMarkdownResponse from request middleware or route handlers. It returns a Web Response or null when the path is not an agent-oriented markdown request and handles Accept text/markdown and Accept text/plain content negotiation q-values respected . Known AI user-agent headers GPTBot, ClaudeBot, Bingbot, AmazonBot, MetaExternalAgent, PerplexityBot, MistralBot, AppleBot, ByteSpider, YouBot, … . Direct .md URLs such as /docs/quickstart.md . canonical url and last updated frontmatter aliases injected automatically. 200 markdown responses for missing docs pages, so agents do not discard the body. Content-Type text/markdown; charset=utf-8 , Vary Accept , User-Agent , Link <… ; rel=\"canonical\" , Cache-Control public, max-age=300, must-revalidate . readMarkdownFile may be sync or async, so the same code works on Node, Bun, Vercel Edge, Cloudflare Workers, and other edge runtimes Put that logic wherever your framework can intercept docs requests before its HTML route Framework/runtime Where it usually goes -- -- TanStack Start / nitro server/middleware/agent-readability.ts h3 .\n\n```ts import manifest from \"../public/docs/agent-readability.json\"; import { createAgentMarkdownResponse } from \"leadtype/llm/readability\"; export async function handleRequest(request: Request): Promise { return createAgentMarkdownResponse({ urlPath: request.url, method: request.method, headers: Object.fromEntries(request.headers), manifest, requestOrigin: new URL(request.url).origin, async readMarkdownFile(target) { // Node/Bun: read from disk. // Cloudflare: fetch from KV / R2 / asset binding. // Vercel Edge: fetch from the deployment's static asset URL. return await readGeneratedFile(`public/${target.filePath}`); }, }); } ```","Optimize docs for agents\n\nSet up llms.txt, markdown mirrors, JSON-LD, sitemaps, robots.txt, and audit checks for an agent-readable docs site.\n\nOptimize docs for agents\n\n4. Return markdown to agents\n\nn intercept docs requests before its HTML route Framework/runtime Where it usually goes -- -- TanStack Start / nitro server/middleware/agent-readability.ts h3 . One middleware handles both the markdown response and the sitemap/robots regenerators — runs in dev, preview, and prod. See apps/example/server/middleware/agent-readability.ts for the canonical reference. Nuxt server/middleware/agent-readability.ts h3 — same shape as the TanStack Start example. Next.js middleware.ts Edge or a catch-all route handler before the docs page. Astro An endpoint at pages/docs/ ...slug .md.ts or astro middleware . Cloudflare Workers/Pages Worker fetch handler with KV/R2 asset binding for the markdown reader. Express/Hono/Fastify Middleware before the docs HTML route. Tip if you keep static sitemap.xml / sitemap.md / robots.txt files in your build output, your framework's static handler may serve them before your middleware can rebase URLs to the live origin. Either delete the static copies after the build so the middleware always runs or make sure your middleware is registered ahead of static-asset serving.","Optimize docs for agents\n\nSet up llms.txt, markdown mirrors, JSON-LD, sitemaps, robots.txt, and audit checks for an agent-readable docs site.\n\nOptimize docs for agents\n\n4. Return markdown to agents\n\norigin. Either delete the static copies after the build so the middleware always runs or make sure your middleware is registered ahead of static-asset serving. Do not rewrite llms.txt , sitemap.xml , sitemap.md , robots.txt , llms-full.txt , or agent-readability.json to page markdown. The helper leaves those artifact paths alone.","Optimize docs for agents\n\nSet up llms.txt, markdown mirrors, JSON-LD, sitemaps, robots.txt, and audit checks for an agent-readable docs site.\n\nOptimize docs for agents\n\n4. Return markdown to agents\n\nServe sitemap.xml and robots.txt with the live origin\n\nsitemap.xml 's lint-report.json ```","Validate in CI\n\nRun leadtype lint in CI so frontmatter, navigation, and link issues fail PRs before publish.\n\nValidate in CI\n\nLocal pre-push hook\n\nCatch issues before they reach CI by running lint in a husky pre-push hook Keep it under a second by limiting the scan to changed files when you have many pages. The CLI accepts repeated --ignore globs to skip stale or generated paths.\n\n```bash #!/usr/bin/env sh npx leadtype lint docs --max-warnings 0 ```","Validate in CI\n\nRun leadtype lint in CI so frontmatter, navigation, and link issues fail PRs before publish.\n\nValidate in CI\n\nRun before generate\n\nWhen leadtype lint and leadtype generate both run in the same job, lint first Generate fails noisily on unknown groups or broken includes. Lint fails specifically on content schema problems with file/line context — much easier to debug.\n\n```bash npx leadtype lint docs --error-unknown npx leadtype generate --src . --out public --json ```","Validate in CI\n\nRun leadtype lint in CI so frontmatter, navigation, and link issues fail PRs before publish.\n\nValidate in CI\n\nWhat to fix first\n\nWhen CI fails on a lot of violations, fix them in this order 1. parse-error — frontmatter is broken; nothing else can validate. 2. schema — missing or wrong-typed required fields. 3. unresolved-placeholder — content bug, not a config bug. 4. invalid-link and cross-framework-link — usually a stale link after a docs move. 5. unknown-field — last; either delete the field or extend the schema.","How it works\n\nThe mental model: one MDX source, a remark pipeline, two output modes, three audiences.\n\nHow it works\n\nLeadtype takes one input — a folder of MDX — and produces every shape your docs need to take. This page names every piece so the rest of the docs make sense.","How it works\n\nThe mental model: one MDX source, a remark pipeline, two output modes, three audiences.\n\nHow it works\n\nThe pipeline\n\nThe remark stack is what turns interactive MDX components into agent-readable markdown. JSX gets flattened — a fm fm --> remark fm --> groups remark --> md md --> site_idx md --> search groups --> site_idx groups --> agents_md groups --> nav` ```","How it works\n\nThe mental model: one MDX source, a remark pipeline, two output modes, three audiences.\n\nHow it works\n\nTwo output modes\n\nleadtype generate has two modes that read the same source and emit different shapes Property Type Description Default Required -- -- -- -- -- Site mode default leadtype generate --out public Writes llms.txt, docs/llms-full/\\ .txt, docs/search-index.json, docs/sitemap.xml, docs/sitemap.md, docs/robots.txt, agent-readability.json, and docs/\\ .md to a public/ directory your docs website serves. This is what you wire into a Vite, Next.js, Astro, or TanStack Start build. - Optional Bundle mode leadtype generate --bundle --out packages/foo Writes AGENTS.md at the package root and docs/\\ .md beneath it, both with relative paths. Skips llms.txt, llms-full, search, sitemap, robots, and Agent Readability files — those are website-only. Designed for npm tarballs that ship docs alongside the published code. - Optional","How it works\n\nThe mental model: one MDX source, a remark pipeline, two output modes, three audiences.\n\nHow it works\n\nThe artifacts\n\nProperty Type Description Default Required -- -- -- -- -- Markdown .md docs/\\ human site_out -- \"absolute URLs\" --> http_agent site_out -- \"search-index.json\" --> search_ui bundle_out -- \"AGENTS.md auto-discovery\" --> offline_agent` ```","How it works\n\nThe mental model: one MDX source, a remark pipeline, two output modes, three audiences.\n\nHow it works\n\nVocabulary\n\nA few terms you will see throughout the docs. Property Type Description Default Required -- -- -- -- -- flatten verb Convert an interactive MDX component into a portable markdown equivalent. A \\ site_run src --> bundle_run site_run --> site_out bundle_run --> bundle_out site_out --> humans site_out --> http_agents site_out --> search bundle_out --> offline_agents` ```","Leadtype\n\nOne MDX source. A website for humans, AGENTS.md for offline coding agents, llms.txt for HTTP agents — all from a single pipeline.\n\nLeadtype\n\nChoose your path\n\nMost teams arrive here for one of two reasons. Pick the journey that matches yours — each is a single page that takes you from zero to running. Build a docs site Ship docs in your package","Leadtype\n\nOne MDX source. A website for humans, AGENTS.md for offline coding agents, llms.txt for HTTP agents — all from a single pipeline.\n\nLeadtype\n\nWhat you get\n\n1. Write once Author MDX with familiar components — Callout , Tabs , Steps , Mermaid , TypeTable , and others. Add group in frontmatter to place pages in the navigation tree. 2. Run \\ leadtype generate\\ For a website converts MDX to markdown, builds llms.txt plus topic bundles, generates a search index, writes Agent Readability discovery files, and resolves navigation. With --bundle emits AGENTS.md plus per-topic .md files for agents reading from node modules/ . 3. Serve all of it Humans get HTML. HTTP agents get markdown via content negotiation or fetch llms.txt . Coding agents working in a project that depends on your package auto-discover AGENTS.md from node modules/ [options] ```","CLI\n\nleadtype generate and leadtype lint — flags, exit codes, and JSON output.\n\nCLI\n\ngenerate\n\nConvert MDX, then either produce website artifacts default or a package bundle --bundle . Flag Default Description -- -- -- --src ; summary: { filesScanned: number; errors: number; warnings: number; }; }; ```","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nDefault schemas\n\nDocs frontmatter\n\nField Required Type -- -- -- title Yes non-empty string description No string icon No string deprecated No boolean deprecatedReason No string experimental No boolean canary No boolean new No boolean draft No boolean tags No string array group No string or string array availableIn No array of framework, url?, title? full No boolean lastModified and lastAuthor are produced by the converter when --enrich-git is set. Don't author them.","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nDefault schemas\n\nChangelog frontmatter\n\nField Required Type -- -- -- title Yes non-empty string version Yes SemVer string date Yes ISO-8601 or parseable date description No string icon No string type No release , improvement , retired , or deprecation tags No string array canary No boolean authors No string or string array draft No boolean","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nDefault schemas\n\nmeta.json\n\nField Required Type -- -- -- pages Yes string array title No non-empty string root No boolean icon No string defaultOpen No boolean nav.sidebar No section or combined nav.label No string nav.mode No string","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nCustom schemas\n\nPass a Valibot schema to extend or replace the defaults Once you provide a custom schema, unknown-field warnings apply to that schema. Add --error-unknown in CI to keep your contract strict.\n\n```ts import * as v from \"valibot\"; import { lintDocs } from \"leadtype/lint\"; const customFrontmatter = v.object({ title: v.pipe(v.string(), v.minLength(1)), audience: v.picklist([\"beginner\", \"advanced\"]), }); await lintDocs({ srcDir: \"docs\", schemas: { frontmatter: customFrontmatter }, }); ```","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nPractical guidance\n\nRun lint before leadtype generate so content errors fail fast. Use --format github in GitHub Actions and --format json in any other CI. Treat unresolved-placeholder as a content bug first — usually a missing entry in availableIn or a stale URL template. After a docs move, lint and run meta.json updates together; they drift at the same time. For wiring lint into pipelines, see Validate in CI.","LLM bundles\n\nGenerate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.\n\nLLM bundles\n\nThe leadtype/llm entry point produces four flavors of agent-facing output, all derived from the same docs source generateLlmsTxt — for hosted websites. Emits the /llms.txt convention with root-relative markdown mirror links. generateLLMFullContextFiles — full-content topic bundles. Pairs with generateLlmsTxt . generateAgentReadabilityArtifacts — docs-scoped sitemap.xml , sitemap.md , robots.txt , and JSON manifest data that a host app can merge into site-level files. generateAgentsMd — for npm-bundled docs. Emits an AGENTS.md index with relative ./docs/ A library that does one thing well. - Helper that handles the boring parts. - Type-safe by default. - Works in any runtime. ## Best Starting Points - [Documentation](/docs/index.md) - [Quickstart](/docs/quickstart.md) ## Get Started Five-minute happy path and the mental model. - [Quickstart](/docs/quickstart.md): Install and run the pipeline. - [How it works](/docs/how-it-works.md): The mental model. ## Reference CLI flags and conversion APIs. - [CLI](/docs/reference/cli.md): Every flag. ```","LLM bundles\n\nGenerate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.\n\nLLM bundles\n\nTypical sequence\n\ngenerateLLMFullContextFiles and generateAgentReadabilityArtifacts read from A library that does one thing well. These docs ship inside the package so coding agents can read them offline. Open the topic file you need from the list below — paths are relative to this file. ## Get Started - [Quickstart](./docs/quickstart.md): Install and run the pipeline. - [How it works](./docs/how-it-works.md): The mental model. ## Reference - [CLI](./docs/reference/cli.md): Every flag. ```","LLM bundles\n\nGenerate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.\n\nLLM bundles\n\nresolveDocsNavigation\n\nSame group-resolution logic the LLM bundles use, but returns the navigation manifest as a plain object — useful for driving a sidebar UI Write the result to src/generated/docs-nav.json and import it from your sidebar component Now your sidebar can import a static manifest with the same group tree the LLM bundles use.\n\n```ts const navigation = await resolveDocsNavigation({ srcDir: \".\", baseUrl: \"https://leadtype.dev\", groups: docsConfig.groups, }); if (navigation.unknown.length > 0) { for (const { urlPath, slug } of navigation.unknown) { process.stderr.write(`error: ${urlPath} declares unknown group \"${slug}\".\\n`); } process.exit(1); } ``` ```ts import { mkdir, writeFile } from \"node:fs/promises\"; await mkdir(\"src/generated\", { recursive: true }); await writeFile( \"src/generated/docs-nav.json\", `${JSON.stringify(navigation, null, 2)}\\n` ); ```","LLM bundles\n\nGenerate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.\n\nLLM bundles\n\nTopic design\n\nThe groups you pass to these APIs come from docs.config.ts . Two principles Prefer narrow leaves over one giant bundle. A leaf with 5 pages produces a focused llms-full file an agent can load quickly. A single catch-all leaf with 50 pages produces something most agents will truncate. Write group descriptions for routing, not flavor text. Agents read those descriptions to decide which bundle to load. \"How to install and run\" beats \"Welcome to our guides!\"","LLM bundles\n\nGenerate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.\n\nLLM bundles\n\nBase URL precedence\n\nPass baseUrl explicitly, or use environment variables for layered fallback The package-specific LEADTYPE AGENT BASE URL lets each package override an org-wide default. BASE URL covers most CI/deployment platforms, and a final hardcoded fallback keeps local builds working without env setup.\n\n```ts const baseUrl = process.env.LEADTYPE_AGENT_BASE_URL || process.env.BASE_URL || process.env.PORTLESS_URL || \"https://leadtype.dev\"; ```","Remark plugins\n\nThe default plugin stack that flattens MDX components into markdown.\n\nRemark plugins\n\nThe remark stack is what turns interactive MDX into agent-readable markdown. Imports get stripped first, placeholders get resolved, then each named component is flattened into a markdown equivalent. Order matters.\n\n```ts import { defaultRemarkPlugins, remarkInclude, remarkTypeTableToMarkdown, } from \"leadtype/remark\"; ```","Remark plugins\n\nThe default plugin stack that flattens MDX components into markdown.\n\nRemark plugins\n\nThe default stack\n\ndefaultRemarkPlugins runs the stack in this order 1. remarkRemoveImports — strip MDX import and export statements. 2. remarkRemoveJsxComments — strip / ... / JSX comments. 3. remarkResolveDocPlaceholders — replace framework and similar placeholders in URLs. 4. remarkSectionToMarkdown — flatten
ri --> rj --> rd --> rs --> rc --> rcd --> rdt --> rm --> rct --> rst --> rt --> rtt --> ra --> rts --> re --> out` ```","Remark plugins\n\nThe default plugin stack that flattens MDX components into markdown.\n\nRemark plugins\n\nWhy order matters\n\nImports must go before placeholder resolution, because some placeholders read from imported modules. Placeholder resolution must go before component flatteners, because flatteners assume URLs are final strings, not template literals. The component flatteners run last so each one sees a clean tree. Don't reorder casually. If you need a custom plugin to run before a flattener for example, to transform a custom component into one of the contracted names , insert it after remarkResolveDocPlaceholders and before the flattener you want to feed.","Remark plugins\n\nThe default plugin stack that flattens MDX components into markdown.\n\nRemark plugins\n\nOptional plugins\n\nremarkInclude\n\nAdd this when the source docs use include tags or partial composition Place it before the default stack so included content expands before any flattener sees it.\n\n```ts remarkPlugins: [remarkInclude, ...defaultRemarkPlugins]; ```","Remark plugins\n\nThe default plugin stack that flattens MDX components into markdown.\n\nRemark plugins\n\nOptional plugins\n\nremarkTypeTableToMarkdown with basePath\n\n p !== remarkTypeTableToMarkdown), [remarkTypeTableToMarkdown, { basePath: process.cwd() }], ]; ``` ```mdx ```","Remark plugins\n\nThe default plugin stack that flattens MDX components into markdown.\n\nRemark plugins\n\nPlugin selection rules\n\nUse defaultRemarkPlugins for any agent-facing or LLM output. Add remarkInclude when docs are composed from shared fragments. Use individual plugins only when you intentionally want to omit a flattener e.g. you don't use /docs/search-index.json /docs/search-content.json ```","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nRuntime search\n\nThe runtime is edge-safe — no Node APIs, works on Vercel, Cloudflare, and anywhere else Results include heading paths, hash URLs, and snippets ready for a search UI. Search is still local and dependency-free, but it is not exact-token only. Query terms expand through lightweight stemming, prefix matches, typo-tolerant fallbacks, and a small built-in synonym map. Exact matches keep the highest weight so API names and config keys stay precise. Pass synonyms when your docs use product-specific vocabulary\n\n```ts import { searchDocs, type DocsSearchIndex, type DocsSearchContentStore, } from \"leadtype/search\"; import indexJson from \"../public/docs/search-index.json\"; import contentJson from \"../public/docs/search-content.json\"; const results = searchDocs( indexJson as DocsSearchIndex, \"tabs install\", { content: contentJson as DocsSearchContentStore } ); ``` ```ts const results = searchDocs(index, \"starter\", { content, synonyms: { starter: [\"quickstart\", \"getting started\"], }, }); ```","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nReading docs at runtime\n\nThe same index doubles as a virtual filesystem. Three readers, picked by what you have Use readDocsContentFile when you need the entire page for context links . Use readDocsContentChunk when a search result already named the right heading.\n\n```ts import { listDocsContentFiles, readDocsContentFile, readDocsContentChunk, } from \"leadtype/search\"; const allFiles = listDocsContentFiles(index); const wholePage = readDocsContentFile(index, \"guides/quickstart\", content); const oneChunk = readDocsContentChunk(index, \"chunk-0\", content); ```","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nSource-grounded answers\n\ncreateAnswerContext turns a query plus retrieved chunks into a system and prompt you pass to any model The system message instructs the model to answer only from the retrieved context, cite sources with 1 -style references, and say so when the context is insufficient.\n\n```ts import { createAnswerContext } from \"leadtype/search\"; const context = createAnswerContext(index, \"how do I run lint?\", { content, productName: \"My Library\", }); // → { system, prompt, sources } ```","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nStreaming via provider entry points\n\nThree thin wrappers around createAnswerContext that stream a Response and surface sources separately. Use one matching your runtime response is a plain text Response. sources is metadata for citation links — display it separately, don't embed it in the streamed answer. For TanStack, pass an explicit adapter . For Cloudflare, build one with createCloudflareDocsAdapter provider, model, options binding env.AI.gateway \"docs\" .\n\n```ts import { streamDocsAnswer } from \"leadtype/search/vercel\"; // Vercel AI SDK / AI Gateway import { streamDocsAnswer } from \"leadtype/search/tanstack\"; // TanStack AI import { streamDocsAnswer } from \"leadtype/search/cloudflare\"; // Cloudflare AI Gateway / Workers AI ``` ```ts const { response, sources } = streamDocsAnswer({ index, content, query, model: \"openai/gpt-5.5\", productName: \"My Library\", }); ```","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nBash tool adapters\n\nWhen you want an agent to explore docs with shell commands instead of receiving pre-selected chunks The adapter exposes a read-only virtual /docs filesystem with ls , cat , find , grep , and rg . Network commands, code execution, and writes are disabled. Use createDocsBashTool for Vercel AI SDK tool sets and createDocsBashTools for TanStack-compatible tools over the same filesystem.\n\n```ts import { createDocsBashTool, createDocsBashTools } from \"leadtype/search/bash\"; const { tools, instructions } = await createDocsBashTool(index, content); ```","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nAbuse guards\n\nReusable utilities for the request path Helper Purpose -- -- validateDocsQuery Trim and cap query text. readJsonWithLimit Reject oversized JSON bodies before parse. getClientIdentifier Read common proxy IP headers. createMemoryRateLimiter Implements RateLimiter for demos. The in-memory limiter is fine for demos. Production apps should adapt the RateLimiter interface to a shared store — Redis, Vercel KV, Cloudflare KV, or Durable Objects.","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nWhen to add embeddings\n\nStart with the local index. It is static, cheap, edge-safe, and fast for exact API names, config keys, error messages, and paths. Add embeddings only when Users search with vocabulary that doesn't match the docs e.g. \"make it faster\" matching a \"performance optimization\" page . Your docs grow past tens of thousands of chunks and the cold-start memory hit becomes noticeable. Even then, keep the lexical index for exact matches and layer embeddings on top — they're complementary, not replacements."]} +{"version":2,"generatedAt":"2026-05-10T21:15:33.618Z","chunks":["Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nLeadtype does not ship UI components. Your docs app owns runtime rendering, styling, and accessibility — it only has to honor a small naming contract so the remark pipeline can flatten each component into markdown for agents, search, and llms-full/ .txt bundles.","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nWhy flatten at all?\n\nInteractive MDX components like Body content goes here. ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nCards\n\nA grid of short, linked entry points. Flattens to a bullet list of links. Convert Remark Search\n\n```tsx ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nSteps\n\nNumbered walkthroughs. Flattens to an ordered list with bold step titles. 1. Author docs in MDX Use the components in this list as authoring affordances. 2. Run the conversion leadtype generate writes flattened markdown to public/docs/ . 3. Serve both formats HTML for humans, .md for agents — same URL, content negotiated by the Accept header.\n\n```tsx Use the components in this list. `leadtype generate` writes flattened markdown. ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nTabs\n\nGroup equivalent content. Flattens to bold headings followed by content so agents do not need a JSX-aware renderer to read every variant. tanstack-start Use a Vite middleware dev/preview and a Nitro middleware prod to negotiate the Accept header. next-js Wire content negotiation in middleware.ts and serve .md from a route handler. vite A configureServer middleware is enough for static deployments where .md files live in public/ .\n\n```tsx … … … ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nCommandTabs\n\nPackage-manager-aware install or run commands. Flattens to a markdown table with one row per manager. Use mode=\"install\" when command is a package name, mode=\"run\" when command is a CLI name, and mode=\"create\" for starter commands. Use the commands prop for exact per-manager overrides. Package manager Command -- -- npm npm install leadtype pnpm pnpm add leadtype yarn yarn add leadtype bun bun add leadtype Package manager Command -- -- npm npx leadtype lint pnpm pnpm dlx leadtype lint yarn yarn dlx leadtype lint bun bunx leadtype lint\n\n```tsx ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nAccordion\n\nCollapsible details for secondary content. Flattening ignores open/closed state and emits every item — accordions are not a place to hide content from agents. When should I use accordions? Use them for supporting details, troubleshooting notes, and optional reference material. Closed content is still flattened by the remark pipeline. Are accordions a good place to hide content from LLMs? No. Conversion ignores the open/closed state and emits everything inside.\n\n```tsx Use them for supporting details and optional reference material. ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nTopicSwitcher\n\nNavigation across equivalent docs topics — frameworks, SDKs, runtimes, deployment targets, product areas. Reader-facing only; it does not automatically read LLM topic config. Framework React — React integration Vue — Vue integration Svelte — Svelte integration\n\n```tsx ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nTypeTable and ExtractedTypeTable\n\nTypeTable is for explicit prop or type rows you already know. ExtractedTypeTable reads a TypeScript file at conversion time and extracts the table from a named type — keep its path stable. Property Type Description Default Required -- -- -- -- -- title string Heading rendered above the callout body. - ✅ Required variant CalloutVariant Visual treatment for the callout. info Optional deprecated \\ \\ boolean\\ \\ deprecated Marks the row as deprecated. false Optional\n\n```tsx ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nExample\n\nData-driven preview and source examples. The host component receives code as data; add file loaders or dynamic imports outside leadtype when an example needs app-specific behavior.\n\n```tsx The host app owns styling and runtime components while leadtype owns conversion. ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nMermaid\n\nDiagrams authored as plain text. Renders client-side as interactive SVG. Flattening preserves the source as a fenced mermaid block so other tools can render the diagram from the markdown copy.\n\n```tsx |remark| Markdown Markdown -->|llms.txt| Agents`} /> ``` ```mermaid `graph LR MDX -->|remark| Markdown Markdown -->|search index| API Markdown -->|llms.txt| Agents` ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nGuidelines\n\nKeep runtime components in your docs app. Leadtype stays out of UI. Keep component names stable. Renaming resolver page1 --> resolver page2 --> resolver page3 --> resolver resolver --> nav resolver --> llms resolver --> full` ```","Frontmatter\n\nRequired fields, group semantics, and how authored MDX becomes a navigation tree.\n\nFrontmatter\n\nHow groups become a nav tree\n\nNested groups\n\nDeclare children in the config to build deeper trees A page sets group bundle-package-docs and lands in that nested slot. Only leaf groups no children get an llms-full/ cli cli --> bundle bundle --> publish publish --> install install --> consume` ```","Bundle docs into a package\n\nShip agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files.\n\nBundle docs into a package\n\nWhy AGENTS.md, not llms.txt?\n\nllms.txt is a website convention — a file at /llms.txt with absolute URLs that an agent fetches over HTTP. Inside an npm tarball it's the wrong shape every link points at a hosted URL the agent may not be able to reach, and no major coding agent looks for node modules/ 0) { for (const { urlPath, slug } of navigation.unknown) { process.stderr.write(`error: ${urlPath} declares unknown group \"${slug}\".\\n`); } process.exit(1); } await generateAgentsMd({ srcDir: REPO_ROOT, outDir: PACKAGE_ROOT, product: docsConfig.product, groups: docsConfig.groups, }); ```","Bundle docs into a package\n\nShip agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files.\n\nBundle docs into a package\n\nVerify before publishing\n\nnpm pack --dry-run should list AGENTS.md docs/ / .md If AGENTS.md is missing, check files in package.json . If .md files are missing, check the --include / --exclude filters.\n\n```bash npx leadtype generate --bundle --src . --out packages/my-package cd packages/my-package && npm pack --dry-run ```","Bundle docs into a package\n\nShip agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files.\n\nBundle docs into a package\n\nTell consuming projects to use the bundle\n\nAGENTS.md inside your tarball is auto-discovered by agents working in your published package — but for a project that depends on your package, the agent's working directory is the consumer's repo, not yours. You need to point them at the bundled docs. Recommend this snippet in your README so consumers add it to their own root AGENTS.md This is the same pattern Next.js uses to point agents at node modules/next/dist/docs/ .\n\n```md # When working with the `` library, read the bundled docs in `node_modules//AGENTS.md` first — they're version-matched to the installed package and stay accurate as the library updates. ```","Bundle docs into a package\n\nShip agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files.\n\nBundle docs into a package\n\nWhen to use this\n\nUse this when agents should understand the package from the installed dependency itself — coding agents that don't have web access, IDE assistants, CLI tools, or air-gapped environments. Don't use this if your only goal is a public docs website. For that, see Connect a docs site. You can use both — they read the same source MDX, just emit different shapes.","Bundle docs into a package\n\nShip agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files.\n\nBundle docs into a package\n\nWhat's next\n\nCLI reference LLM bundles Lint in CI","Connect a docs site\n\nWire leadtype into a docs app build so humans, agents, and search use one source.\n\nConnect a docs site\n\nUse this path when you run a docs site or want to . Leadtype runs before your build to convert MDX, generate navigation data, build the search index, and produce agent-readable artifacts. Your site framework — TanStack Start, Next.js, Astro, anything — handles routing and rendering.","Connect a docs site\n\nWire leadtype into a docs app build so humans, agents, and search use one source.\n\nConnect a docs site\n\nThe flow\n\n\\` reads TypeScript files at conversion time. // Pass basePath so the component can resolve relative paths. const typeTablePlugin: NonNullable< MdxToMarkdownOptions[\"remarkPlugins\"] >[number] = [remarkTypeTableToMarkdown, { basePath: repoRoot }]; await convertAllMdx({ srcDir, outDir, remarkPlugins: [ remarkInclude, ...defaultRemarkPlugins.filter((p) => p !== remarkTypeTableToMarkdown), typeTablePlugin, ], enrichFrontmatterFromGit: true, }); ```","Connect a docs site\n\nWire leadtype into a docs app build so humans, agents, and search use one source.\n\nConnect a docs site\n\nConfigure the product and groups\n\nAuthor docs/docs.config.ts once and let every stage read from it Pages declare group in frontmatter. The config declares the tree. The two together produce the navigation manifest, the llms.txt sections, and the lint check that catches typos. See Frontmatter for the resolution rules.\n\n```ts import { defineDocsConfig } from \"leadtype\"; export default defineDocsConfig({ product: { name: \"my-docs\", summary: \"Short product summary.\", bullets: [\"What it does in one bullet.\", \"Another bullet.\"], bestStartingPoints: [{ urlPath: \"/docs\" }, { urlPath: \"/docs/quickstart\" }], }, groups: [ { slug: \"get-started\", title: \"Get Started\" }, { slug: \"guides\", title: \"Guides\" }, ], }); ```","Connect a docs site\n\nWire leadtype into a docs app build so humans, agents, and search use one source.\n\nConnect a docs site\n\nMake the site agent-readable\n\nAfter generation, wire the runtime pieces into your docs app Serve root discovery files /llms.txt , /sitemap.xml , /sitemap.md , and /robots.txt . Keep docs-scoped discovery files available under /docs/ . Add JSON-LD, canonical links, and markdown alternate links to docs HTML pages. Return markdown for Accept text/markdown , known AI user agents, and direct .md URLs. Preserve canonical url and last updated frontmatter in markdown responses. Leadtype provides leadtype/llm/readability so you do not have to hand-roll request detection, frontmatter aliases, missing-page markdown, or JSON-LD escaping. The full setup guide is Optimize docs for agents. The core request hook looks like this in any framework Put it before your HTML docs route. Normal browsers continue to receive HTML; agent-oriented requests receive the generated markdown with Content-Type text/markdown; charset=utf-8 .\n\n```ts import manifest from \"../public/docs/agent-readability.json\"; import { createAgentMarkdownResponse } from \"leadtype/llm/readability\"; const response = createAgentMarkdownResponse({ urlPath: request.url, method: request.method, headers: Object.fromEntries(request.headers), manifest, requestOrigin: new URL(request.url).origin, readMarkdownFile(target) { return readGeneratedFile(`public/${target.filePath}`); }, }); if (response) { return new Response(response.body, { status: response.status, headers: response.headers, }); } ```","Connect a docs site\n\nWire leadtype into a docs app build so humans, agents, and search use one source.\n\nConnect a docs site\n\nConnect a remote source\n\nWhen the docs source lives in a different repo from the docs site Run lint first so missing or malformed frontmatter fails before the converter writes anything. Use --format github in CI to get inline annotations on the PR. Use --json on generate so automation can read the resolved groups and search index stats. This is the shape we expect for orgs hosting one docs UI for multiple package repos the source lives next to the code it documents, the docs app pulls it in at build time. See Bundle docs into a package if the package should also ship docs inside its npm tarball.\n\n```bash git clone --depth 1 https://github.com/acme/package-a .docs-src/package-a npx leadtype lint .docs-src/package-a/docs --format github --error-unknown npx leadtype generate --src .docs-src/package-a --out public --json npm run build ```","Connect a docs site\n\nWire leadtype into a docs app build so humans, agents, and search use one source.\n\nConnect a docs site\n\nVerify\n\nAfter a clean build public/docs/index.md — the converted home page. public/llms.txt — the routing index. Should mention every group from your config. public/docs/llms-full/ entry.urlPath === \"/docs/quickstart\" ); if (page) { const jsonLd = renderJsonLd(page, agentManifest); const script = renderJsonLdScript(page, agentManifest); } ``` ```html ```","Optimize docs for agents\n\nSet up llms.txt, markdown mirrors, JSON-LD, sitemaps, robots.txt, and audit checks for an agent-readable docs site.\n\nOptimize docs for agents\n\n4. Return markdown to agents\n\nUse createAgentMarkdownResponse from request middleware or route handlers. It returns a Web Response or null when the path is not an agent-oriented markdown request and handles Accept text/markdown and Accept text/plain content negotiation q-values respected . Known AI user-agent headers GPTBot, ClaudeBot, Bingbot, AmazonBot, MetaExternalAgent, PerplexityBot, MistralBot, AppleBot, ByteSpider, YouBot, … . Direct .md URLs such as /docs/quickstart.md . canonical url and last updated frontmatter aliases injected automatically. 200 markdown responses for missing docs pages, so agents do not discard the body. Content-Type text/markdown; charset=utf-8 , Vary Accept , User-Agent , Link <… ; rel=\"canonical\" , Cache-Control public, max-age=300, must-revalidate . readMarkdownFile may be sync or async, so the same code works on Node, Bun, Vercel Edge, Cloudflare Workers, and other edge runtimes Put that logic wherever your framework can intercept docs requests before its HTML route Framework/runtime Where it usually goes -- -- TanStack Start / nitro server/middleware/agent-readability.ts h3 .\n\n```ts import manifest from \"../public/docs/agent-readability.json\"; import { createAgentMarkdownResponse } from \"leadtype/llm/readability\"; export async function handleRequest(request: Request): Promise { return createAgentMarkdownResponse({ urlPath: request.url, method: request.method, headers: Object.fromEntries(request.headers), manifest, requestOrigin: new URL(request.url).origin, async readMarkdownFile(target) { // Node/Bun: read from disk. // Cloudflare: fetch from KV / R2 / asset binding. // Vercel Edge: fetch from the deployment's static asset URL. return await readGeneratedFile(`public/${target.filePath}`); }, }); } ```","Optimize docs for agents\n\nSet up llms.txt, markdown mirrors, JSON-LD, sitemaps, robots.txt, and audit checks for an agent-readable docs site.\n\nOptimize docs for agents\n\n4. Return markdown to agents\n\nn intercept docs requests before its HTML route Framework/runtime Where it usually goes -- -- TanStack Start / nitro server/middleware/agent-readability.ts h3 . One middleware handles both the markdown response and the sitemap/robots regenerators — runs in dev, preview, and prod. See apps/example/server/middleware/agent-readability.ts for the canonical reference. Nuxt server/middleware/agent-readability.ts h3 — same shape as the TanStack Start example. Next.js middleware.ts Edge or a catch-all route handler before the docs page. Astro An endpoint at pages/docs/ ...slug .md.ts or astro middleware . Cloudflare Workers/Pages Worker fetch handler with KV/R2 asset binding for the markdown reader. Express/Hono/Fastify Middleware before the docs HTML route. Tip if you keep static sitemap.xml / sitemap.md / robots.txt files in your build output, your framework's static handler may serve them before your middleware can rebase URLs to the live origin. Either delete the static copies after the build so the middleware always runs or make sure your middleware is registered ahead of static-asset serving.","Optimize docs for agents\n\nSet up llms.txt, markdown mirrors, JSON-LD, sitemaps, robots.txt, and audit checks for an agent-readable docs site.\n\nOptimize docs for agents\n\n4. Return markdown to agents\n\norigin. Either delete the static copies after the build so the middleware always runs or make sure your middleware is registered ahead of static-asset serving. Do not rewrite llms.txt , sitemap.xml , sitemap.md , robots.txt , llms-full.txt , or agent-readability.json to page markdown. The helper leaves those artifact paths alone.","Optimize docs for agents\n\nSet up llms.txt, markdown mirrors, JSON-LD, sitemaps, robots.txt, and audit checks for an agent-readable docs site.\n\nOptimize docs for agents\n\n4. Return markdown to agents\n\nServe sitemap.xml and robots.txt with the live origin\n\nsitemap.xml 's lint-report.json ```","Validate in CI\n\nRun leadtype lint in CI so frontmatter, navigation, and link issues fail PRs before publish.\n\nValidate in CI\n\nLocal pre-push hook\n\nCatch issues before they reach CI by running lint in a husky pre-push hook Keep it under a second by limiting the scan to changed files when you have many pages. The CLI accepts repeated --ignore globs to skip stale or generated paths.\n\n```bash #!/usr/bin/env sh npx leadtype lint docs --max-warnings 0 ```","Validate in CI\n\nRun leadtype lint in CI so frontmatter, navigation, and link issues fail PRs before publish.\n\nValidate in CI\n\nRun before generate\n\nWhen leadtype lint and leadtype generate both run in the same job, lint first Generate fails noisily on unknown groups or broken includes. Lint fails specifically on content schema problems with file/line context — much easier to debug.\n\n```bash npx leadtype lint docs --error-unknown npx leadtype generate --src . --out public --json ```","Validate in CI\n\nRun leadtype lint in CI so frontmatter, navigation, and link issues fail PRs before publish.\n\nValidate in CI\n\nWhat to fix first\n\nWhen CI fails on a lot of violations, fix them in this order 1. parse-error — frontmatter is broken; nothing else can validate. 2. schema — missing or wrong-typed required fields. 3. unresolved-placeholder — content bug, not a config bug. 4. invalid-link and cross-framework-link — usually a stale link after a docs move. 5. unknown-field — last; either delete the field or extend the schema.","How it works\n\nThe mental model: one MDX source, a remark pipeline, two output modes, three audiences.\n\nHow it works\n\nLeadtype takes one input — a folder of MDX — and produces every shape your docs need to take. This page names every piece so the rest of the docs make sense.","How it works\n\nThe mental model: one MDX source, a remark pipeline, two output modes, three audiences.\n\nHow it works\n\nThe pipeline\n\nThe remark stack is what turns interactive MDX components into agent-readable markdown. JSX gets flattened — a fm fm --> remark fm --> groups remark --> md md --> site_idx md --> search groups --> site_idx groups --> agents_md groups --> nav` ```","How it works\n\nThe mental model: one MDX source, a remark pipeline, two output modes, three audiences.\n\nHow it works\n\nTwo output modes\n\nleadtype generate has two modes that read the same source and emit different shapes Property Type Description Default Required -- -- -- -- -- Site mode default leadtype generate --out public Writes llms.txt, docs/llms-full/\\ .txt, docs/search-index.json, docs/sitemap.xml, docs/sitemap.md, docs/robots.txt, agent-readability.json, and docs/\\ .md to a public/ directory your docs website serves. This is what you wire into a Vite, Next.js, Astro, or TanStack Start build. - Optional Bundle mode leadtype generate --bundle --out packages/foo Writes AGENTS.md at the package root and docs/\\ .md beneath it, both with relative paths. Skips llms.txt, llms-full, search, sitemap, robots, and Agent Readability files — those are website-only. Designed for npm tarballs that ship docs alongside the published code. - Optional","How it works\n\nThe mental model: one MDX source, a remark pipeline, two output modes, three audiences.\n\nHow it works\n\nThe artifacts\n\nProperty Type Description Default Required -- -- -- -- -- Markdown .md docs/\\ human site_out -- \"absolute URLs\" --> http_agent site_out -- \"search-index.json\" --> search_ui bundle_out -- \"AGENTS.md auto-discovery\" --> offline_agent` ```","How it works\n\nThe mental model: one MDX source, a remark pipeline, two output modes, three audiences.\n\nHow it works\n\nVocabulary\n\nA few terms you will see throughout the docs. Property Type Description Default Required -- -- -- -- -- flatten verb Convert an interactive MDX component into a portable markdown equivalent. A \\ site_run src --> bundle_run site_run --> site_out bundle_run --> bundle_out site_out --> humans site_out --> http_agents site_out --> search bundle_out --> offline_agents` ```","Leadtype\n\nOne MDX source. A website for humans, AGENTS.md for offline coding agents, llms.txt for HTTP agents — all from a single pipeline.\n\nLeadtype\n\nChoose your path\n\nMost teams arrive here for one of two reasons. Pick the journey that matches yours — each is a single page that takes you from zero to running. Build a docs site Ship docs in your package","Leadtype\n\nOne MDX source. A website for humans, AGENTS.md for offline coding agents, llms.txt for HTTP agents — all from a single pipeline.\n\nLeadtype\n\nWhat you get\n\n1. Write once Author MDX with familiar components — Callout , Tabs , Steps , Mermaid , TypeTable , and others. Add group in frontmatter to place pages in the navigation tree. 2. Run \\ leadtype generate\\ For a website converts MDX to markdown, builds llms.txt plus topic bundles, generates a search index, writes Agent Readability discovery files, and resolves navigation. With --bundle emits AGENTS.md plus per-topic .md files for agents reading from node modules/ . 3. Serve all of it Humans get HTML. HTTP agents get markdown via content negotiation or fetch llms.txt . Coding agents working in a project that depends on your package auto-discover AGENTS.md from node modules/ [options] ```","CLI\n\nleadtype generate and leadtype lint — flags, exit codes, and JSON output.\n\nCLI\n\ngenerate\n\nConvert MDX, then either produce website artifacts default or a package bundle --bundle . Flag Default Description -- -- -- --src ; summary: { filesScanned: number; errors: number; warnings: number; }; }; ```","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nDefault schemas\n\nDocs frontmatter\n\nField Required Type -- -- -- title Yes non-empty string description No string icon No string deprecated No boolean deprecatedReason No string experimental No boolean canary No boolean new No boolean draft No boolean tags No string array group No string or string array availableIn No array of framework, url?, title? full No boolean lastModified and lastAuthor are produced by the converter when --enrich-git is set. Don't author them.","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nDefault schemas\n\nChangelog frontmatter\n\nField Required Type -- -- -- title Yes non-empty string version Yes SemVer string date Yes ISO-8601 or parseable date description No string icon No string type No release , improvement , retired , or deprecation tags No string array canary No boolean authors No string or string array draft No boolean","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nDefault schemas\n\nmeta.json\n\nField Required Type -- -- -- pages Yes string array title No non-empty string root No boolean icon No string defaultOpen No boolean nav.sidebar No section or combined nav.label No string nav.mode No string","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nCustom schemas\n\nPass a Valibot schema to extend or replace the defaults Once you provide a custom schema, unknown-field warnings apply to that schema. Add --error-unknown in CI to keep your contract strict.\n\n```ts import * as v from \"valibot\"; import { lintDocs } from \"leadtype/lint\"; const customFrontmatter = v.object({ title: v.pipe(v.string(), v.minLength(1)), audience: v.picklist([\"beginner\", \"advanced\"]), }); await lintDocs({ srcDir: \"docs\", schemas: { frontmatter: customFrontmatter }, }); ```","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nPractical guidance\n\nRun lint before leadtype generate so content errors fail fast. Use --format github in GitHub Actions and --format json in any other CI. Treat unresolved-placeholder as a content bug first — usually a missing entry in availableIn or a stale URL template. After a docs move, lint and run meta.json updates together; they drift at the same time. For wiring lint into pipelines, see Validate in CI.","LLM bundles\n\nGenerate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.\n\nLLM bundles\n\nThe leadtype/llm entry point produces four flavors of agent-facing output, all derived from the same docs source generateLlmsTxt — for hosted websites. Emits the /llms.txt convention with root-relative markdown mirror links. generateLLMFullContextFiles — full-content topic bundles. Pairs with generateLlmsTxt . generateAgentReadabilityArtifacts — docs-scoped sitemap.xml , sitemap.md , robots.txt , and JSON manifest data that a host app can merge into site-level files. generateAgentsMd — for npm-bundled docs. Emits an AGENTS.md index with relative ./docs/ A library that does one thing well. - Helper that handles the boring parts. - Type-safe by default. - Works in any runtime. ## Best Starting Points - [Documentation](/docs/index.md) - [Quickstart](/docs/quickstart.md) ## Get Started Five-minute happy path and the mental model. - [Quickstart](/docs/quickstart.md): Install and run the pipeline. - [How it works](/docs/how-it-works.md): The mental model. ## Reference CLI flags and conversion APIs. - [CLI](/docs/reference/cli.md): Every flag. ```","LLM bundles\n\nGenerate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.\n\nLLM bundles\n\nTypical sequence\n\ngenerateLLMFullContextFiles and generateAgentReadabilityArtifacts read from A library that does one thing well. These docs ship inside the package so coding agents can read them offline. Open the topic file you need from the list below — paths are relative to this file. ## Get Started - [Quickstart](./docs/quickstart.md): Install and run the pipeline. - [How it works](./docs/how-it-works.md): The mental model. ## Reference - [CLI](./docs/reference/cli.md): Every flag. ```","LLM bundles\n\nGenerate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.\n\nLLM bundles\n\nresolveDocsNavigation\n\nSame group-resolution logic the LLM bundles use, but returns the navigation manifest as a plain object — useful for driving a sidebar UI Write the result to src/generated/docs-nav.json and import it from your sidebar component Now your sidebar can import a static manifest with the same group tree the LLM bundles use.\n\n```ts const navigation = await resolveDocsNavigation({ srcDir: \".\", baseUrl: \"https://leadtype.dev\", groups: docsConfig.groups, }); if (navigation.unknown.length > 0) { for (const { urlPath, slug } of navigation.unknown) { process.stderr.write(`error: ${urlPath} declares unknown group \"${slug}\".\\n`); } process.exit(1); } ``` ```ts import { mkdir, writeFile } from \"node:fs/promises\"; await mkdir(\"src/generated\", { recursive: true }); await writeFile( \"src/generated/docs-nav.json\", `${JSON.stringify(navigation, null, 2)}\\n` ); ```","LLM bundles\n\nGenerate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.\n\nLLM bundles\n\nTopic design\n\nThe groups you pass to these APIs come from docs.config.ts . Two principles Prefer narrow leaves over one giant bundle. A leaf with 5 pages produces a focused llms-full file an agent can load quickly. A single catch-all leaf with 50 pages produces something most agents will truncate. Write group descriptions for routing, not flavor text. Agents read those descriptions to decide which bundle to load. \"How to install and run\" beats \"Welcome to our guides!\"","LLM bundles\n\nGenerate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.\n\nLLM bundles\n\nBase URL precedence\n\nPass baseUrl explicitly, or use environment variables for layered fallback The package-specific LEADTYPE AGENT BASE URL lets each package override an org-wide default. BASE URL covers most CI/deployment platforms, and a final hardcoded fallback keeps local builds working without env setup.\n\n```ts const baseUrl = process.env.LEADTYPE_AGENT_BASE_URL || process.env.BASE_URL || process.env.PORTLESS_URL || \"https://leadtype.dev\"; ```","Remark plugins\n\nThe default plugin stack that flattens MDX components into markdown.\n\nRemark plugins\n\nThe remark stack is what turns interactive MDX into agent-readable markdown. Imports get stripped first, placeholders get resolved, then each named component is flattened into a markdown equivalent. Order matters.\n\n```ts import { defaultRemarkPlugins, remarkInclude, remarkTypeTableToMarkdown, } from \"leadtype/remark\"; ```","Remark plugins\n\nThe default plugin stack that flattens MDX components into markdown.\n\nRemark plugins\n\nThe default stack\n\ndefaultRemarkPlugins runs the stack in this order 1. remarkRemoveImports — strip MDX import and export statements. 2. remarkRemoveJsxComments — strip / ... / JSX comments. 3. remarkResolveDocPlaceholders — replace framework and similar placeholders in URLs. 4. remarkSectionToMarkdown — flatten
ri --> rj --> rd --> rs --> rc --> rcd --> rdt --> rm --> rct --> rst --> rt --> rtt --> ra --> rts --> re --> out` ```","Remark plugins\n\nThe default plugin stack that flattens MDX components into markdown.\n\nRemark plugins\n\nWhy order matters\n\nImports must go before placeholder resolution, because some placeholders read from imported modules. Placeholder resolution must go before component flatteners, because flatteners assume URLs are final strings, not template literals. The component flatteners run last so each one sees a clean tree. Don't reorder casually. If you need a custom plugin to run before a flattener for example, to transform a custom component into one of the contracted names , insert it after remarkResolveDocPlaceholders and before the flattener you want to feed.","Remark plugins\n\nThe default plugin stack that flattens MDX components into markdown.\n\nRemark plugins\n\nOptional plugins\n\nremarkInclude\n\nAdd this when the source docs use include tags or partial composition Place it before the default stack so included content expands before any flattener sees it.\n\n```ts remarkPlugins: [remarkInclude, ...defaultRemarkPlugins]; ```","Remark plugins\n\nThe default plugin stack that flattens MDX components into markdown.\n\nRemark plugins\n\nOptional plugins\n\nremarkTypeTableToMarkdown with basePath\n\n p !== remarkTypeTableToMarkdown), [remarkTypeTableToMarkdown, { basePath: process.cwd() }], ]; ``` ```mdx ```","Remark plugins\n\nThe default plugin stack that flattens MDX components into markdown.\n\nRemark plugins\n\nPlugin selection rules\n\nUse defaultRemarkPlugins for any agent-facing or LLM output. Add remarkInclude when docs are composed from shared fragments. Use individual plugins only when you intentionally want to omit a flattener e.g. you don't use /docs/search-index.json /docs/search-content.json ```","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nRuntime search\n\nThe runtime is edge-safe — no Node APIs, works on Vercel, Cloudflare, and anywhere else Results include heading paths, hash URLs, and snippets ready for a search UI. Search is still local and dependency-free, but it is not exact-token only. Query terms expand through lightweight stemming, prefix matches, typo-tolerant fallbacks, and a small built-in synonym map. Exact matches keep the highest weight so API names and config keys stay precise. Pass synonyms when your docs use product-specific vocabulary\n\n```ts import { searchDocs, type DocsSearchIndex, type DocsSearchContentStore, } from \"leadtype/search\"; import indexJson from \"../public/docs/search-index.json\"; import contentJson from \"../public/docs/search-content.json\"; const results = searchDocs( indexJson as DocsSearchIndex, \"tabs install\", { content: contentJson as DocsSearchContentStore } ); ``` ```ts const results = searchDocs(index, \"starter\", { content, synonyms: { starter: [\"quickstart\", \"getting started\"], }, }); ```","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nReading docs at runtime\n\nThe same index doubles as a virtual filesystem. Three readers, picked by what you have Use readDocsContentFile when you need the entire page for context links . Use readDocsContentChunk when a search result already named the right heading.\n\n```ts import { listDocsContentFiles, readDocsContentFile, readDocsContentChunk, } from \"leadtype/search\"; const allFiles = listDocsContentFiles(index); const wholePage = readDocsContentFile(index, \"guides/quickstart\", content); const oneChunk = readDocsContentChunk(index, \"chunk-0\", content); ```","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nSource-grounded answers\n\ncreateAnswerContext turns a query plus retrieved chunks into a system and prompt you pass to any model The system message instructs the model to answer only from the retrieved context, cite sources with 1 -style references, and say so when the context is insufficient.\n\n```ts import { createAnswerContext } from \"leadtype/search\"; const context = createAnswerContext(index, \"how do I run lint?\", { content, productName: \"My Library\", }); // → { system, prompt, sources } ```","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nStreaming via provider entry points\n\nThree thin wrappers around createAnswerContext that stream a Response and surface sources separately. Use one matching your runtime response is a plain text Response. sources is metadata for citation links — display it separately, don't embed it in the streamed answer. For TanStack, pass an explicit adapter . For Cloudflare, build one with createCloudflareDocsAdapter provider, model, options binding env.AI.gateway \"docs\" .\n\n```ts import { streamDocsAnswer } from \"leadtype/search/vercel\"; // Vercel AI SDK / AI Gateway import { streamDocsAnswer } from \"leadtype/search/tanstack\"; // TanStack AI import { streamDocsAnswer } from \"leadtype/search/cloudflare\"; // Cloudflare AI Gateway / Workers AI ``` ```ts const { response, sources } = streamDocsAnswer({ index, content, query, model: \"openai/gpt-5.5\", productName: \"My Library\", }); ```","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nBash tool adapters\n\nWhen you want an agent to explore docs with shell commands instead of receiving pre-selected chunks The adapter exposes a read-only virtual /docs filesystem with ls , cat , find , grep , and rg . Network commands, code execution, and writes are disabled. Use createDocsBashTool for Vercel AI SDK tool sets and createDocsBashTools for TanStack-compatible tools over the same filesystem.\n\n```ts import { createDocsBashTool, createDocsBashTools } from \"leadtype/search/bash\"; const { tools, instructions } = await createDocsBashTool(index, content); ```","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nAbuse guards\n\nReusable utilities for the request path Helper Purpose -- -- validateDocsQuery Trim and cap query text. readJsonWithLimit Reject oversized JSON bodies before parse. getClientIdentifier Read common proxy IP headers. createMemoryRateLimiter Implements RateLimiter for demos. The in-memory limiter is fine for demos. Production apps should adapt the RateLimiter interface to a shared store — Redis, Vercel KV, Cloudflare KV, or Durable Objects.","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nWhen to add embeddings\n\nStart with the local index. It is static, cheap, edge-safe, and fast for exact API names, config keys, error messages, and paths. Add embeddings only when Users search with vocabulary that doesn't match the docs e.g. \"make it faster\" matching a \"performance optimization\" page . Your docs grow past tens of thousands of chunks and the cold-start memory hit becomes noticeable. Even then, keep the lexical index for exact matches and layer embeddings on top — they're complementary, not replacements."]} diff --git a/apps/example/src/generated/docs-search-index.json b/apps/example/src/generated/docs-search-index.json index 01a74d0..e7a8e0f 100644 --- a/apps/example/src/generated/docs-search-index.json +++ b/apps/example/src/generated/docs-search-index.json @@ -1 +1 @@ -{"version":2,"generatedAt":"2026-05-10T21:09:41.759Z","documents":[["authoring/components","Components","MDX components the pipeline knows how to flatten into agent-readable markdown.","/docs/authoring/components","https://leadtype.dev/docs/authoring/components","authoring/components"],["authoring/frontmatter","Frontmatter","Required fields, group semantics, and how authored MDX becomes a navigation tree.","/docs/authoring/frontmatter","https://leadtype.dev/docs/authoring/frontmatter","authoring/frontmatter"],["build/bundle-package-docs","Bundle docs into a package","Ship agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files.","/docs/build/bundle-package-docs","https://leadtype.dev/docs/build/bundle-package-docs","build/bundle-package-docs"],["build/connect-docs-site","Connect a docs site","Wire leadtype into a docs app build so humans, agents, and search use one source.","/docs/build/connect-docs-site","https://leadtype.dev/docs/build/connect-docs-site","build/connect-docs-site"],["build/optimize-docs-for-agents","Optimize docs for agents","Set up llms.txt, markdown mirrors, JSON-LD, sitemaps, robots.txt, and audit checks for an agent-readable docs site.","/docs/build/optimize-docs-for-agents","https://leadtype.dev/docs/build/optimize-docs-for-agents","build/optimize-docs-for-agents"],["build/validate-in-ci","Validate in CI","Run leadtype lint in CI so frontmatter, navigation, and link issues fail PRs before publish.","/docs/build/validate-in-ci","https://leadtype.dev/docs/build/validate-in-ci","build/validate-in-ci"],["how-it-works","How it works","The mental model: one MDX source, a remark pipeline, two output modes, three audiences.","/docs/how-it-works","https://leadtype.dev/docs/how-it-works","how-it-works"],["index","Leadtype","One MDX source. 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diff --git a/docs/methodology.mdx b/docs/methodology.mdx index bd974f0..0050edb 100644 --- a/docs/methodology.mdx +++ b/docs/methodology.mdx @@ -17,7 +17,7 @@ Leadtype is **a docs pipeline, not a docs website framework**. It produces the a | Mintlify | A hosted docs SaaS (with an optional headless Astro mode that still calls Mintlify's search and assistant APIs). | | Leadtype | The portable content layer behind any of the above. | -Use a website framework when the main job is publishing a polished docs UI quickly. Use a hosted platform when you want managed publishing, search, analytics, and AI features and accept that service dependency. Use leadtype when you want to **own the generated docs artifacts**: framework-agnostic markdown, navigation, search, `llms.txt`, topic-scoped context bundles, and optional `AGENTS.md` package bundles that ship inside npm tarballs. +Choose a website framework when the main job is publishing a polished docs UI quickly. Consider a hosted platform if you want managed publishing, search, analytics, and AI features and accept that service dependency. Opt for leadtype when you need to **own the generated docs artifacts**: framework-agnostic markdown, navigation, search, `llms.txt`, topic-scoped context bundles, and optional `AGENTS.md` package bundles that ship inside npm tarballs. ## What leadtype owns