diff --git a/.gitignore b/.gitignore
index 96fab4f..6f85112 100644
--- a/.gitignore
+++ b/.gitignore
@@ -24,7 +24,7 @@ coverage
 # Build Outputs
 .next/
 out/
-build
+/build
 dist
 
 
@@ -36,3 +36,10 @@ yarn-error.log*
 # Misc
 .DS_Store
 *.pem
+.gstack/
+
+# Agent evals
+evals/.tarballs/
+evals/results/
+evals/__agent_eval__/
+evals/**/__agent_eval__/
diff --git a/README.md b/README.md
index 38ec227..dc5ebe9 100644
--- a/README.md
+++ b/README.md
@@ -1,18 +1,34 @@
 # leadtype
 
-Shared docs tooling for any docs app: framework-neutral MDX-to-markdown conversion, LLM bundles, validation, and static search.
+A docs pipeline. Write MDX once. Get a website for humans, an `llms.txt` for HTTP agents, an `AGENTS.md`-fronted bundle for offline coding agents, and a static search index — all from a single source.
+
+```mermaid
+flowchart LR
+  src["docs/*.mdx"]
+  site_run["leadtype generate"]
+  bundle_run["leadtype generate --bundle"]
+  site_out["public/<br/>llms.txt · llms-full/<br/>docs/*.md · search-index.json"]
+  bundle_out["packages/&lt;name&gt;/<br/>AGENTS.md · docs/*.md"]
+  humans["humans (browser)"]
+  http_agents["HTTP agents<br/>(/llms.txt or<br/>Accept: text/markdown)"]
+  search["search UI · AI answers"]
+  offline_agents["coding agents<br/>(Claude Code, Codex, Cursor,<br/>Copilot…) read<br/>node_modules/&lt;pkg&gt;/AGENTS.md"]
+  src --> 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 is **not a docs website framework**. Bring your own UI — Next.js, TanStack Start, Astro, anything — and let leadtype handle conversion, validation, search, and the agent-facing outputs that website frameworks don't ship.
 
-`leadtype` is split into focused public entry points:
+## Choose your path
 
-- `leadtype/remark`: remark plugins plus `defaultRemarkPlugins`
-- `leadtype/convert`: MDX-to-markdown conversion APIs
-- `leadtype/llm`: `llms.txt` and topic-scoped full-context generation
-- `leadtype/search`: search runtime, content readers, guards, and rate limiter helpers
-- `leadtype/search/node`: Node-only search index generation
-- `leadtype/search/vercel`: Vercel AI Gateway / AI SDK answer streaming and bash tools
-- `leadtype/search/tanstack`: TanStack AI answer streaming and bash tools
-- `leadtype/search/cloudflare`: Cloudflare AI Gateway / Workers AI adapter helpers and bash tools
-- `leadtype/lint`: docs validation and the `leadtype lint` CLI
+- **[Build a docs site](https://docs.example.com/docs/build/connect-docs-site)** — wire leadtype into your build to convert MDX, index search, and serve markdown to agents.
+- **[Bundle docs into your package](https://docs.example.com/docs/build/bundle-package-docs)** — ship `AGENTS.md` plus topic markdown inside the npm tarball so coding agents auto-discover them from `node_modules/<your-package>/AGENTS.md`.
 
 ## Install
 
@@ -20,113 +36,53 @@ Shared docs tooling for any docs app: framework-neutral MDX-to-markdown conversi
 pnpm add leadtype
 ```
 
-## Basic Usage
-
-### Own MDX components in your app
-
-`leadtype` does not export prebuilt React, Vue, Nuxt, Svelte, or Astro components. Define the MDX component map in the docs app that renders your pages.
-
-## Live Example App
+## 30-second example
 
-The repo includes a canonical consumer demo at `apps/example`.
-
-- Renders real `.mdx` fixture files through app-owned `mdxComponents`.
-- Uses TanStack Start for SSR and hydration coverage.
-- Shows extracted `ExtractedTypeTable` output while keeping pipeline fixtures in the validation path.
-
-Local workflow:
+For a hosted docs site:
 
 ```bash
-bun install
-bun run dev
+npx leadtype generate --src . --out public --base-url https://docs.example.com
 ```
 
-Pipeline and browser checks:
+For an npm-bundled doc set:
 
 ```bash
-bun run --filter example pipeline:build
-bun run --filter example pipeline:test
-bun run --filter example test:e2e
+npx leadtype generate --bundle --src . --out packages/my-package
 ```
 
-Validation layers:
-
-- Package unit tests in `packages/leadtype/src/**/*.test.ts*` cover framework-neutral conversion, search, linting, and generated docs behavior.
-- Pipeline fixtures in `apps/example/scripts` and `apps/example/content` cover MDX conversion, LLM generation, and `ExtractedTypeTable`.
-- The TanStack Start demo app in `apps/example/src` covers real browser rendering and hydration.
-
-## Where This Fits
+The first produces `public/llms.txt`, `public/docs/llms-full/*.txt`, `public/docs/search-index.json`, and `public/docs/*.md`. The second produces `packages/my-package/AGENTS.md` and `packages/my-package/docs/*.md` — auto-discoverable by [25+ coding agents](https://agents.md) once the package is installed.
 
-`leadtype` is not a hosted docs platform or a complete docs-site framework. Use tools such as Mintlify, Fumadocs, or Starlight when the primary job is shipping a polished docs website quickly.
+## Documentation
 
-Use this package when the primary job is shared docs infrastructure: MDX-to-markdown conversion, LLM bundles, linting, static search artifacts, answer helpers, and agent-facing docs output that can feed multiple apps and tools.
+Full docs at [docs.example.com](https://docs.example.com/docs):
 
-The pipeline entry points are framework-neutral. React, Vue, Nuxt, Svelte, Astro, and other stacks can use conversion, LLM, lint, and search APIs while owning their own runtime component rendering.
+- [Quickstart](https://docs.example.com/docs/quickstart)
+- [How it works](https://docs.example.com/docs/how-it-works)
+- [Frontmatter](https://docs.example.com/docs/authoring/frontmatter)
+- [CLI reference](https://docs.example.com/docs/reference/cli)
+- [Methodology](https://docs.example.com/docs/methodology) — how leadtype differs from Fumadocs, Starlight, and Mintlify
 
-## Wiring It Into An App
+## Repo layout
 
-In a c15t-style repo with a top-level `docs/` directory, wire `leadtype` into the docs app and docs scripts:
+- `packages/leadtype/` — the npm package (CLI + library entry points).
+- `apps/example/` — production docs site and reference template, on TanStack Start.
+- `docs/` — the source MDX rendered by both this site and the package's bundled docs.
 
-- The docs app owns `mdxComponents` if it renders MDX directly.
-- A conversion script runs `convertAllMdx({ srcDir: process.cwd(), outDir: "public" })`.
-- LLM and search scripts read the converted markdown under `public/docs/`.
-- Product code does not import `leadtype` unless it also renders docs pages.
-
-### Convert MDX to markdown
-
-```ts
-import { convertAllMdx } from "leadtype/convert";
-import { defaultRemarkPlugins, remarkInclude } from "leadtype/remark";
-
-await convertAllMdx({
-  srcDir: "content",
-  outDir: "public",
-  remarkPlugins: [remarkInclude, ...defaultRemarkPlugins],
-});
-```
-
-### Generate agent-facing docs bundles
-
-```ts
-import { generateLLMFullContextFiles, generateLlmsTxt } from "leadtype/llm";
-```
-
-Source MDX for the package's own docs lives at the repo root in `/docs` (with `meta.json`). Run the docs generator locally with:
+## Local workflow
 
 ```bash
-LEADTYPE_AGENT_BASE_URL=https://docs.example.com/leadtype bun run --filter leadtype docs:generate
+bun install
+bun run dev          # build the package, run the pipeline, start the example app
 ```
 
-This converts `/docs/*.mdx` into `packages/leadtype/docs/` (markdown, `llms.txt`, `llms-full.txt`, `llms-full/`). The output folder is gitignored and produced fresh at build time; only the converted output ships in the published tarball — the `.mdx` source does not.
-
-### Generate a static search index
+Pipeline checks:
 
-```ts
-import { generateDocsSearchFiles } from "leadtype/search/node";
-
-await generateDocsSearchFiles({
-  outDir: "public",
-  baseUrl: "https://docs.example.com",
-});
+```bash
+bun run --filter example pipeline:build
+bun run --filter example pipeline:test
+bun run --filter example test:e2e
 ```
 
-At runtime, query the generated JSON with `leadtype/search`. Add a provider entrypoint such as `leadtype/search/vercel` only when a user explicitly asks for a source-grounded answer.
-
-## Agent Docs
-
-The package ships a small, topic-scoped agent reference bundle in `docs/`:
-
-- `docs/llms.txt`: routing index
-- `docs/components.md`
-- `docs/convert.md`
-- `docs/remark.md`
-- `docs/llm.md`
-- `docs/search.md`
-- `docs/lint.md`
-
-Set `LEADTYPE_AGENT_BASE_URL` to the hosted docs base before generating publishable `llms*.txt` files.
-For the example app generator, base URL precedence is `LEADTYPE_AGENT_BASE_URL`, then generic deployment `BASE_URL`, then `PORTLESS_URL`, then the local default.
-
-## Repo Skill
+## License
 
-This repo also includes a local agent skill at `.agents/skills/leadtype/SKILL.md`. It routes agents to the packaged `docs` bundle in `node_modules/leadtype/docs` and falls back to the local workspace copy at `packages/leadtype/docs/` when the package is not installed.
+MIT.
diff --git a/apps/example/package.json b/apps/example/package.json
index d707cb5..17c0e26 100644
--- a/apps/example/package.json
+++ b/apps/example/package.json
@@ -4,9 +4,9 @@
   "private": true,
   "type": "module",
   "scripts": {
-    "dev": "bun run --filter leadtype build && portless run vite dev",
-    "build": "bun run --filter leadtype build && vite build",
-    "preview": "portless run vite preview",
+    "dev": "bun run --filter leadtype build && bun run pipeline:convert && PORTLESS_PORT=1355 PORTLESS_HTTPS=0 portless run vite dev",
+    "build": "bun run --filter leadtype build && bun run pipeline:convert && vite build",
+    "preview": "PORTLESS_PORT=1355 PORTLESS_HTTPS=0 portless run vite preview",
     "check-types": "tsgo --noEmit",
     "test:e2e": "bun run --filter leadtype build && playwright test",
     "convert": "bun run pipeline:convert",
@@ -28,15 +28,16 @@
   "dependencies": {
     "@fontsource-variable/geist": "^5.2.8",
     "@fontsource-variable/geist-mono": "^5.2.7",
-    "leadtype": "workspace:*",
     "@mdx-js/react": "^3.1.1",
     "@radix-ui/react-separator": "^1.1.7",
     "@radix-ui/react-slot": "^1.2.3",
+    "@streamdown/mermaid": "^1.0.2",
     "@tanstack/react-router": "^1.167.4",
     "@tanstack/react-start": "^1.166.15",
     "ai": "^6.0.168",
     "class-variance-authority": "^0.7.1",
     "clsx": "^2.1.1",
+    "leadtype": "workspace:*",
     "nitro": "3.0.260415-beta",
     "react": "^19.0.0",
     "react-dom": "^19.0.0",
diff --git a/apps/example/playwright.config.ts b/apps/example/playwright.config.ts
index ee595aa..1de72be 100644
--- a/apps/example/playwright.config.ts
+++ b/apps/example/playwright.config.ts
@@ -4,6 +4,7 @@ import { defineConfig, devices } from "@playwright/test";
 const isCI = Boolean(process.env.CI);
 const HTTPS_PROTOCOL = "https://";
 const HTTP_PROTOCOL = "http://";
+const PORTLESS_HTTP_PORT = "1355";
 const DEFAULT_BASE_URL = "http://localhost:3000";
 
 function getExampleBaseUrl(): string {
@@ -16,6 +17,11 @@ function getExampleBaseUrl(): string {
   try {
     portlessUrl = execFileSync("portless", ["get", "example"], {
       encoding: "utf8",
+      env: {
+        ...process.env,
+        PORTLESS_HTTPS: "0",
+        PORTLESS_PORT: PORTLESS_HTTP_PORT,
+      },
       maxBuffer: 10 * 1024 * 1024,
       timeout: 5000,
     }).trim();
diff --git a/apps/example/src/components/docs-mdx/command-tabs.tsx b/apps/example/src/components/docs-mdx/command-tabs.tsx
index a0ab2bb..2c4be40 100644
--- a/apps/example/src/components/docs-mdx/command-tabs.tsx
+++ b/apps/example/src/components/docs-mdx/command-tabs.tsx
@@ -86,7 +86,6 @@ export function CommandTabs({
           role="tab" since we don't implement the full tabs keyboard pattern
           (roving tabindex, ArrowLeft/Right, associated tabpanel). */}
       <fieldset data-leadtype-command-tabs-list="">
-        <legend data-leadtype-command-tabs-legend="">Package manager</legend>
         {MANAGERS.map((manager) => (
           <button
             aria-pressed={manager === active}
diff --git a/apps/example/src/components/docs-mdx/mermaid.tsx b/apps/example/src/components/docs-mdx/mermaid.tsx
index c8b64b4..a58e7d2 100644
--- a/apps/example/src/components/docs-mdx/mermaid.tsx
+++ b/apps/example/src/components/docs-mdx/mermaid.tsx
@@ -1,20 +1,20 @@
+"use client";
+
+import { mermaid } from "@streamdown/mermaid";
 import type { ReactNode } from "react";
+import { Streamdown } from "streamdown";
 
 export interface MermaidProps {
   chart?: string;
   children?: ReactNode;
 }
 
-/**
- * Placeholder Mermaid renderer. Emits a `<pre data-mermaid>` block so
- * consumer apps can hydrate it with their preferred mermaid client
- * (mermaid.js, react-mermaid2, etc.) or style it as-is.
- */
 export function Mermaid({ chart, children }: MermaidProps) {
   const source = chart ?? (typeof children === "string" ? children : "");
+  const markdown = `\`\`\`mermaid\n${source}\n\`\`\``;
   return (
-    <pre data-leadtype-mermaid="">
-      <code>{source}</code>
-    </pre>
+    <div data-leadtype-mermaid="">
+      <Streamdown plugins={{ mermaid }}>{markdown}</Streamdown>
+    </div>
   );
 }
diff --git a/apps/example/src/components/not-found.tsx b/apps/example/src/components/not-found.tsx
new file mode 100644
index 0000000..1317d25
--- /dev/null
+++ b/apps/example/src/components/not-found.tsx
@@ -0,0 +1,28 @@
+import { Link } from "@tanstack/react-router";
+import { SiteFooter } from "@/components/site-footer";
+import { SiteHeader } from "@/components/site-header";
+
+export function NotFound() {
+  return (
+    <div className="flex min-h-svh flex-col">
+      <SiteHeader />
+      <main className="mx-auto flex w-full max-w-7xl flex-1 flex-col items-start justify-center gap-4 px-4 py-7 sm:px-6">
+        <p className="font-medium text-accent-strong text-sm">404</p>
+        <h1 className="font-heading font-medium text-3xl text-foreground tracking-tight sm:text-4xl">
+          Page not found
+        </h1>
+        <p className="max-w-xl text-muted-foreground text-sm leading-7">
+          We couldn't find that page. Check the URL, or head back to the
+          reference app.
+        </p>
+        <Link
+          className="rounded-md bg-primary px-3 py-2 font-medium text-primary-foreground text-sm transition-opacity hover:opacity-90"
+          to="/docs"
+        >
+          Back to docs
+        </Link>
+      </main>
+      <SiteFooter />
+    </div>
+  );
+}
diff --git a/apps/example/src/components/site-footer.tsx b/apps/example/src/components/site-footer.tsx
index 9c1f731..ff1f890 100644
--- a/apps/example/src/components/site-footer.tsx
+++ b/apps/example/src/components/site-footer.tsx
@@ -1,6 +1,6 @@
 const footerLinks = [
   {
-    href: "https://github.com/inthhq/docs",
+    href: "https://github.com/inthhq/leadtype",
     label: "GitHub",
   },
   {
diff --git a/apps/example/src/components/site-header.tsx b/apps/example/src/components/site-header.tsx
index e121769..25ca5b8 100644
--- a/apps/example/src/components/site-header.tsx
+++ b/apps/example/src/components/site-header.tsx
@@ -5,23 +5,78 @@ import { navigationRoutes } from "@/lib/docs";
 import { cn } from "@/lib/utils";
 import { SearchBar } from "./search-bar";
 
+function RobotIcon() {
+  return (
+    <svg
+      aria-hidden="true"
+      fill="none"
+      height="16"
+      stroke="currentColor"
+      strokeLinecap="round"
+      strokeLinejoin="round"
+      strokeWidth="1.6"
+      viewBox="0 0 24 24"
+      width="16"
+      xmlns="http://www.w3.org/2000/svg"
+    >
+      <rect height="12" rx="2" width="16" x="4" y="8" />
+      <path d="M12 4v4" />
+      <circle cx="12" cy="3" r="1" />
+      <path d="M9 13h.01M15 13h.01" />
+      <path d="M9 17h6" />
+      <path d="M2 14v2M22 14v2" />
+    </svg>
+  );
+}
+
+const TRAILING_SLASH_PATTERN = /\/$/;
+
+function markdownHrefForPath(pathname: string): string | null {
+  // Normalize first so /docs/ falls into the same bucket as /docs.
+  const normalized = pathname.replace(TRAILING_SLASH_PATTERN, "");
+  if (!(normalized === "/docs" || normalized.startsWith("/docs/"))) {
+    return null;
+  }
+  if (normalized.endsWith(".md")) {
+    return null;
+  }
+  if (normalized === "/docs") {
+    return "/docs/index.md";
+  }
+  return `${normalized}.md`;
+}
+
 export function SiteHeader() {
   const pathname = useRouterState({
     select: (state) => state.location.pathname,
   });
+  const markdownHref = markdownHrefForPath(pathname);
 
   return (
     <header className="sticky top-0 z-20 border-border border-b bg-background/90 backdrop-blur">
       <div className="mx-auto flex max-w-7xl flex-col gap-3 px-4 py-3 sm:px-6 lg:flex-row lg:items-center lg:justify-between">
         <Link
           className="flex flex-col gap-0.5 font-heading font-medium text-base tracking-tight"
-          to="/"
+          to="/docs"
         >
           <span>leadtype</span>
         </Link>
         <div className="flex flex-1 flex-col gap-3 sm:flex-row sm:items-center sm:justify-end">
           <SearchBar />
-          <nav className="flex flex-wrap gap-1 text-sm">
+          <nav className="flex flex-wrap items-center gap-1 text-sm">
+            {markdownHref && (
+              <a
+                aria-label="View as Markdown (agent-friendly)"
+                className="inline-flex items-center gap-1.5 rounded-md px-3 py-2 text-muted-foreground transition-colors hover:bg-secondary hover:text-foreground"
+                href={markdownHref}
+                rel="noopener"
+                target="_blank"
+                title="View as Markdown"
+              >
+                <RobotIcon />
+                <span className="sr-only">View as Markdown</span>
+              </a>
+            )}
             {navigationRoutes.map((route) => (
               <Link
                 aria-current={pathname === route.to ? "page" : undefined}
diff --git a/apps/example/src/generated/docs-nav.json b/apps/example/src/generated/docs-nav.json
index f09184b..76eb21f 100644
--- a/apps/example/src/generated/docs-nav.json
+++ b/apps/example/src/generated/docs-nav.json
@@ -1,195 +1,164 @@
 {
   "groups": [
     {
-      "slug": "overview",
+      "slug": "get-started",
       "segmentPath": [
-        "overview"
+        "get-started"
       ],
-      "title": "Overview",
-      "description": "Start here for package scope and surface selection.",
+      "title": "Get Started",
+      "description": "What leadtype is, how it fits together, and the five-minute happy path.",
       "pages": [
         {
           "urlPath": "/docs",
           "title": "Leadtype",
-          "description": "Reference map for the shared MDX conversion, linting, and LLM doc-generation package.",
+          "description": "One MDX source. A website for humans, AGENTS.md for offline coding agents, llms.txt for HTTP agents — all from a single pipeline.",
           "groups": [
-            "overview"
+            "get-started"
+          ]
+        },
+        {
+          "urlPath": "/docs/how-it-works",
+          "title": "How it works",
+          "description": "The mental model: one MDX source, a remark pipeline, two output modes, three audiences.",
+          "groups": [
+            "get-started"
           ]
         },
         {
           "urlPath": "/docs/methodology",
           "title": "Methodology",
-          "description": "How leadtype differs from Fumadocs, Mintlify, and Starlight",
+          "description": "How leadtype differs from Fumadocs, Starlight, and Mintlify.",
+          "groups": [
+            "get-started"
+          ]
+        },
+        {
+          "urlPath": "/docs/quickstart",
+          "title": "Quickstart",
+          "description": "Install leadtype, run it against a docs folder, and inspect the four artifacts it produces.",
           "groups": [
-            "overview"
+            "get-started"
           ]
         }
       ],
       "children": []
     },
     {
-      "slug": "guides",
+      "slug": "authoring",
       "segmentPath": [
-        "guides"
+        "authoring"
       ],
-      "title": "Guides",
-      "description": "Practical ways to wire leadtype into docs apps.",
+      "title": "Authoring",
+      "description": "The content contract: frontmatter, groups, and the MDX components the pipeline can flatten.",
       "pages": [
         {
-          "urlPath": "/docs/guides/bundle-package-docs",
-          "title": "Bundle docs into a package",
-          "description": "How to ship generated agent docs inside an npm package.",
+          "urlPath": "/docs/authoring/components",
+          "title": "Components",
+          "description": "MDX components the pipeline knows how to flatten into agent-readable markdown.",
           "groups": [
-            "guides"
+            "authoring"
           ]
         },
         {
-          "urlPath": "/docs/guides/connect-docs-site",
-          "title": "Connect a docs site",
-          "description": "How to run the leadtype pipeline before building a docs app.",
+          "urlPath": "/docs/authoring/frontmatter",
+          "title": "Frontmatter",
+          "description": "Required fields, group semantics, and how authored MDX becomes a navigation tree.",
           "groups": [
-            "guides"
+            "authoring"
           ]
         }
       ],
       "children": []
     },
     {
-      "slug": "authoring",
+      "slug": "build",
       "segmentPath": [
-        "authoring"
+        "build"
       ],
-      "title": "Authoring And Rendering",
-      "description": "React MDX components and remark pipeline behavior.",
-      "pages": [],
-      "children": [
+      "title": "Build",
+      "description": "Two journeys: ship docs inside an npm package, or wire leadtype into a docs site.",
+      "pages": [
         {
-          "slug": "components",
-          "segmentPath": [
-            "authoring",
-            "components"
-          ],
-          "title": "Components",
-          "description": "React MDX component adapters.",
-          "pages": [
-            {
-              "urlPath": "/docs/components",
-              "title": "Components",
-              "description": "How to define app-owned MDX components that the leadtype pipeline can flatten.",
-              "groups": [
-                "components"
-              ]
-            }
-          ],
-          "children": []
+          "urlPath": "/docs/build/bundle-package-docs",
+          "title": "Bundle docs into a package",
+          "description": "Ship agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files.",
+          "groups": [
+            "build"
+          ]
         },
         {
-          "slug": "remark",
-          "segmentPath": [
-            "authoring",
-            "remark"
-          ],
-          "title": "Remark",
-          "description": "Default plugins and conversion helpers.",
-          "pages": [
-            {
-              "urlPath": "/docs/remark",
-              "title": "Remark",
-              "description": "Reference for the remark plugins and default plugin pipeline exported by leadtype.",
-              "groups": [
-                "remark"
-              ]
-            }
-          ],
-          "children": []
+          "urlPath": "/docs/build/connect-docs-site",
+          "title": "Connect a docs site",
+          "description": "Wire leadtype into a docs app build so it serves humans, agents, and search from one source.",
+          "groups": [
+            "build"
+          ]
+        },
+        {
+          "urlPath": "/docs/build/validate-in-ci",
+          "title": "Validate in CI",
+          "description": "Run leadtype lint in CI so frontmatter, navigation, and link issues fail PRs before publish.",
+          "groups": [
+            "build"
+          ]
         }
-      ]
+      ],
+      "children": []
     },
     {
-      "slug": "generation",
+      "slug": "reference",
       "segmentPath": [
-        "generation"
+        "reference"
       ],
-      "title": "Generation",
-      "description": "MDX conversion, LLM output generation, and search.",
-      "pages": [],
-      "children": [
+      "title": "Reference",
+      "description": "CLI flags, conversion APIs, remark plugins, LLM bundles, search, and lint rules.",
+      "pages": [
+        {
+          "urlPath": "/docs/reference/cli",
+          "title": "CLI",
+          "description": "leadtype generate and leadtype lint — flags, exit codes, and JSON output.",
+          "groups": [
+            "reference"
+          ]
+        },
         {
-          "slug": "convert",
-          "segmentPath": [
-            "generation",
-            "convert"
-          ],
+          "urlPath": "/docs/reference/convert",
           "title": "Convert",
-          "description": "MDX-to-markdown conversion APIs.",
-          "pages": [
-            {
-              "urlPath": "/docs/convert",
-              "title": "Convert",
-              "description": "How to convert MDX docs into Markdown with leadtype/convert.",
-              "groups": [
-                "convert"
-              ]
-            }
-          ],
-          "children": []
+          "description": "MDX-to-markdown conversion APIs from leadtype/convert.",
+          "groups": [
+            "reference"
+          ]
         },
         {
-          "slug": "llm",
-          "segmentPath": [
-            "generation",
-            "llm"
-          ],
-          "title": "LLM",
-          "description": "Summary and full-context file generation.",
-          "pages": [
-            {
-              "urlPath": "/docs/llm",
-              "title": "LLM",
-              "description": "How to generate llms.txt and topic-scoped full-context files from leadtype.",
-              "groups": [
-                "llm"
-              ]
-            }
-          ],
-          "children": []
+          "urlPath": "/docs/reference/lint",
+          "title": "Lint rules",
+          "description": "Schema, link, and navigation checks. CLI and library API.",
+          "groups": [
+            "reference"
+          ]
         },
         {
-          "slug": "search",
-          "segmentPath": [
-            "generation",
-            "search"
-          ],
-          "title": "Search",
-          "description": "Static search indexes and AI answer helpers.",
-          "pages": [
-            {
-              "urlPath": "/docs/search",
-              "title": "Search",
-              "description": "Generate and query a static docs search index, then stream source-grounded AI answers.",
-              "groups": [
-                "search"
-              ]
-            }
-          ],
-          "children": []
-        }
-      ]
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-      "title": "Validation",
-      "description": "Content validation and link checks.",
-      "pages": [
+          "urlPath": "/docs/reference/llm",
+          "title": "LLM bundles",
+          "description": "Generate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.",
+          "groups": [
+            "reference"
+          ]
+        },
+        {
+          "urlPath": "/docs/reference/remark",
+          "title": "Remark plugins",
+          "description": "The default plugin stack that flattens MDX components into markdown.",
+          "groups": [
+            "reference"
+          ]
+        },
         {
-          "urlPath": "/docs/lint",
-          "title": "Lint",
-          "description": "How to validate docs content with lintDocs and the leadtype lint CLI.",
+          "urlPath": "/docs/reference/search",
+          "title": "Search",
+          "description": "Static search index, runtime helpers, and source-grounded answer streaming.",
           "groups": [
-            "validation"
+            "reference"
           ]
         }
       ],
diff --git a/apps/example/src/generated/docs-search-content.json b/apps/example/src/generated/docs-search-content.json
index 7585b8c..0bc5e3d 100644
--- a/apps/example/src/generated/docs-search-content.json
+++ b/apps/example/src/generated/docs-search-content.json
@@ -1 +1 @@
-{"version":2,"generatedAt":"2026-05-09T01:53:29.914Z","chunks":["Components\n\nHow to define app-owned MDX components that the leadtype pipeline can flatten.\n\nComponents\n\nleadtype does not export prebuilt UI components or a mdxComponents map. The consuming docs app owns runtime rendering, styling, accessibility, and framework-specific integration. The package only assumes a small authoring contract for MDX component names so the remark pipeline can flatten those components into Markdown for agents, LLM bundles, search indexes, and validation.","Components\n\nHow to define app-owned MDX components that the leadtype pipeline can flatten.\n\nComponents\n\nApp-Owned Adapter Map\n\nDefine your own mdxComponents map in the docs app. The example app keeps its implementation under apps/example/src/components/docs-mdx . Common component names handled by the default remark pipeline include Accordion AccordionItem ExtractedTypeTable Callout Card Cards Example Mermaid CommandTabs Selector Step Steps Tab Tabs TopicSwitcher TypeTable Use it like this If your app uses different names, add custom remark plugins or adapter components that map authored MDX back to the names handled by the pipeline.\n\n```tsx import { mdxComponents } from \"@/components/docs-mdx\"; const components = { ...mdxComponents, }; ```","Components\n\nHow to define app-owned MDX components that the leadtype pipeline can flatten.\n\nComponents\n\nImportant Components\n\nAccordion and AccordionItem\n\nUse for secondary details that should be collapsible in the browser but still available to markdown conversion, search, and LLM bundles. Closed content is still flattened by the remark pipeline, so do not use accordions to hide content from generated outputs.\n\n```tsx <Accordion> <AccordionItem title=\"When should I use this?\"> Use accordions for supporting details, troubleshooting notes, and optional reference material. </AccordionItem> </Accordion> ```","Components\n\nHow to define app-owned MDX components that the leadtype pipeline can flatten.\n\nComponents\n\nImportant Components\n\nCommandTabs\n\nUse for package-manager-specific install or run commands. Use mode=\"install\" when command is a package name, mode=\"run\" when command is a CLI name, and mode=\"create\" for starter commands such as pnpm create next-app . command can also include a pm placeholder for custom templates. Use commands for exact per-manager overrides and defaultManager to choose the initial tab.\n\n```tsx <CommandTabs command=\"leadtype\" mode=\"install\" /> <CommandTabs command=\"leadtype lint\" mode=\"run\" /> <CommandTabs command=\"next-app\" mode=\"create\" /> <CommandTabs commands={{ npm: \"npm install leadtype\", pnpm: \"pnpm add leadtype\", }} defaultManager=\"pnpm\" /> ```","Components\n\nHow to define app-owned MDX components that the leadtype pipeline can flatten.\n\nComponents\n\nImportant Components\n\nExample\n\nUse for data-driven preview and source examples. The app-owned component receives code as data; host apps can add filesystem loaders or dynamic imports outside leadtype when they need app-specific behavior. Use sourceFiles when an example needs to show supporting files in addition to the primary snippet.\n\n```tsx <Example title=\"Render MDX\" description=\"Preview the output and inspect the source.\" filename=\"mdx-components.tsx\" language=\"tsx\" code={`import { mdxComponents } from \"@/components/docs-mdx\"; export const components = { ...mdxComponents, };`} > <Callout title=\"Runtime components\" variant=\"success\"> The host app owns styling and runtime components while `leadtype` owns conversion. </Callout> </Example> ```","Components\n\nHow to define app-owned MDX components that the leadtype pipeline can flatten.\n\nComponents\n\nImportant Components\n\nTypeTable and ExtractedTypeTable\n\nUse TypeTable for explicit prop or type rows you already know. Use ExtractedTypeTable when the docs should extract types from source files. ExtractedTypeTable is the most path-sensitive component in the set. If it needs to resolve project files, pair it with the matching remark plugin configuration and set a stable base path.","Components\n\nHow to define app-owned MDX components that the leadtype pipeline can flatten.\n\nComponents\n\nImportant Components\n\nTabs , Tab , Steps , Step\n\nThese component names are primarily authoring affordances in MDX. When the markdown conversion pipeline runs, their content is flattened into standard markdown so agents do not need JSX-aware renderers.","Components\n\nHow to define app-owned MDX components that the leadtype pipeline can flatten.\n\nComponents\n\nImportant Components\n\nTopicSwitcher\n\nUse for reader-facing navigation across equivalent documentation topics. TopicSwitcher is intentionally generic. Frameworks are one topic category, but the same component can represent SDKs, runtimes, deployment targets, product areas, or other equivalent slices of docs. It does not automatically read LLM topic config.\n\n```tsx <TopicSwitcher label=\"Framework\" activeValue=\"react\" items={[ { value: \"react\", label: \"React\", href: \"/docs/frameworks/react/quickstart\", description: \"React integration\", }, { value: \"vue\", label: \"Vue\", href: \"/docs/frameworks/vue/quickstart\", description: \"Vue integration\", }, ]} /> ```","Components\n\nHow to define app-owned MDX components that the leadtype pipeline can flatten.\n\nComponents\n\nGuidance\n\nKeep runtime components in the docs app. Keep component names stable when the conversion pipeline depends on them. If the goal is agent-readable markdown, read Remark instead of reimplementing the JSX flattening rules.","Convert\n\nHow to convert MDX docs into Markdown with leadtype/convert.\n\nConvert\n\nThe leadtype/convert entrypoint provides three main APIs convertMdxToMarkdown writeMdxFileAsMarkdown convertAllMdx Import them from\n\n```ts import { convertAllMdx, convertMdxToMarkdown, writeMdxFileAsMarkdown, } from \"leadtype/convert\"; ```","Convert\n\nHow to convert MDX docs into Markdown with leadtype/convert.\n\nConvert\n\nMain Use Cases\n\nConvert one file in memory\n\nUse convertMdxToMarkdown when you need the rendered markdown string plus the resolved frontmatter.\n\n```ts const result = await convertMdxToMarkdown( \"docs/guides/quickstart.mdx\", defaultRemarkPlugins, false ); ```","Convert\n\nHow to convert MDX docs into Markdown with leadtype/convert.\n\nConvert\n\nMain Use Cases\n\nConvert a single file to disk\n\nUse writeMdxFileAsMarkdown when you already know the source path and output path.","Convert\n\nHow to convert MDX docs into Markdown with leadtype/convert.\n\nConvert\n\nMain Use Cases\n\nConvert an entire docs tree\n\nUse convertAllMdx for batch conversion\n\n```ts await convertAllMdx({ srcDir: \"content\", outDir: \"public\", remarkPlugins: defaultRemarkPlugins, enrichFrontmatterFromGit: true, }); ```","Convert\n\nHow to convert MDX docs into Markdown with leadtype/convert.\n\nConvert\n\nImportant Config\n\nsrcDir root directory containing .mdx files. outDir destination for generated .md files. remarkPlugins additional unified plugins, usually defaultRemarkPlugins from leadtype/remark . enrichFrontmatterFromGit adds git-derived metadata when available.","Convert\n\nHow to convert MDX docs into Markdown with leadtype/convert.\n\nConvert\n\nBehavior Notes\n\nFrontmatter is preserved when present. If a file has no frontmatter, the converter synthesizes title and sometimes description from the rendered markdown. Markdown tables and Mermaid blocks are compacted after rendering for cleaner agent consumption. Conversion is concurrent and optimized for large doc trees.","Convert\n\nHow to convert MDX docs into Markdown with leadtype/convert.\n\nConvert\n\nRecommended Pairing\n\nIn most apps, pair conversion with Then pass Use remarkInclude only when the source docs actually rely on include tags or partial expansion.\n\n```ts import { defaultRemarkPlugins, remarkInclude } from \"leadtype/remark\"; ``` ```ts remarkPlugins: [remarkInclude, ...defaultRemarkPlugins] ```","Bundle docs into a package\n\nHow to ship generated agent docs inside an npm package.\n\nBundle docs into a package\n\nUse this pattern when a package should carry its own agent-readable docs. The website is for humans. The package-bundled docs are for agents, CLIs, IDEs, and offline tooling that need a small reference set without loading the full docs site.","Bundle docs into a package\n\nHow to ship generated agent docs inside an npm package.\n\nBundle docs into a package\n\nGenerate into the package\n\nIf source docs live at the repo root in docs/ , generate package docs into the package directory This writes converted markdown, llms.txt , full-context files, and search artifacts under packages/my-package/docs .\n\n```bash npx leadtype generate \\ --src . \\ --out packages/my-package \\ --base-url https://docs.example.com/my-package \\ --name \"my-package\" \\ --summary \"Docs for my-package.\" \\ --format json ```","Bundle docs into a package\n\nHow to ship generated agent docs inside an npm package.\n\nBundle docs into a package\n\nFilter package-specific docs\n\nFor package-specific bundles, include only the docs paths that belong to that package Filters are explicit. If a package also needs shared or overview pages, include those paths too Use --include more than once for multiple paths. Use --exclude to remove private or internal docs after includes are applied.\n\n```bash npx leadtype generate \\ --src . \\ --out packages/react \\ --name \"@c15t/react\" \\ --summary \"React bindings for c15t.\" \\ --include \"frameworks/react/**\" \\ --format json ``` ```bash npx leadtype generate \\ --src . \\ --out packages/react \\ --include \"frameworks/react/**\" \\ --include \"shared/**\" \\ --format json ```","Bundle docs into a package\n\nHow to ship generated agent docs inside an npm package.\n\nBundle docs into a package\n\nInclude docs in the package\n\nAdd docs to the package's published files and run generation as part of the package build or prepack step This is the shape leadtype uses for its own package packages/leadtype/package.json includes docs in files , and the package build regenerates the docs bundle before publish.\n\n```json { \"files\": [\"dist\", \"docs\", \"README.md\"], \"scripts\": { \"build\": \"tsup && npx leadtype generate --src ../.. --out . --format json\" } } ```","Bundle docs into a package\n\nHow to ship generated agent docs inside an npm package.\n\nBundle docs into a package\n\nVerify before publishing\n\nRun the generator and inspect the package tarball The dry run should include docs/llms.txt docs/llms-full.txt docs/ / .md docs/search-index.json docs/search-content.json\n\n```bash npx leadtype generate --src . --out packages/my-package --format json npm pack --dry-run ```","Bundle docs into a package\n\nHow to ship generated agent docs inside an npm package.\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. If the goal is only to power a public docs website, use Connect a docs site instead.","Connect a docs site\n\nHow to run the leadtype pipeline before building a docs app.\n\nConnect a docs site\n\nUse this pattern when the docs app lives separately from the package repos it documents. The docs app owns the UI. Each package repo owns its MDX content. Before the docs app builds, clone the source repos and run the leadtype pipeline over their docs/ folders. If the package should also ship docs for agents, see Bundle docs into a package. For a local repo, run the pipeline directly\n\n```bash npx leadtype generate \\ --src . \\ --out public \\ --base-url https://docs.example.com/leadtype \\ --name \"leadtype\" \\ --summary \"Shared MDX conversion, linting, and LLM-doc generation package.\" \\ --format json ```","Connect a docs site\n\nHow to run the leadtype pipeline before building a docs app.\n\nConnect a docs site\n\nConfig setup\n\nUse docs.config.ts when the source repo should own product metadata and the docs group tree used by generation and navigation. The config describes product metadata and the group structure. Individual pages join groups from their MDX frontmatter Do not duplicate per-page membership in docs.config.ts . The generator reads group from source frontmatter and uses the config tree to name and organize the generated llms.txt , full-context files, and runtime navigation data.\n\n```ts import { defineDocsConfig } from \"leadtype\"; export default defineDocsConfig({ product: { name: \"leadtype\", summary: \"Shared MDX conversion, linting, and LLM-doc generation package.\", bullets: [ \"Flattens MDX-heavy docs into clean markdown for agents.\", \"Generates llms.txt and topic-scoped full-context bundles.\", ], bestStartingPoints: [{ urlPath: \"/docs\" }], }, groups: [ { slug: \"overview\", title: \"Overview\", description: \"Start here for package scope and surface selection.\", }, { slug: \"guides\", title: \"Guides\", description: \"Practical integration guides.\", }, ], }); ``` ```mdx --- title: \"Connect a docs site\" description: \"How to run the leadtype pipeline before building a docs app.\" group: guides --- ```","Connect a docs site\n\nHow to run the leadtype pipeline before building a docs app.\n\nConnect a docs site\n\nBuild flow\n\n1. Clone the source repo into a temporary build directory. 2. Run leadtype lint against the source docs. 3. Run leadtype generate against the clone. 4. Build the docs app from the generated markdown, llms.txt , full-context files, and search artifacts. This is the same shape we expect for repos like c15t/c15t source docs live in a public repo, while the rendered docs UI can be owned by another app or private template. Use --format json in CI or agent workflows. The command prints generated file paths, inferred groups, product metadata, and search index stats as JSON so automation can verify the result without scraping text.\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 json --error-unknown npx leadtype generate --src .docs-src/package-a --out public/package-a npm run build ```","Connect a docs site\n\nHow to run the leadtype pipeline before building a docs app.\n\nConnect a docs site\n\nGenerated output\n\nThe command writes public/docs/ / .md public/llms.txt public/docs/llms.txt public/docs/llms-full.txt public/docs/llms-full/ .txt public/docs/search-index.json public/docs/search-content.json","Connect a docs site\n\nHow to run the leadtype pipeline before building a docs app.\n\nConnect a docs site\n\nWhen to use this\n\nUse this when you want one docs UI for many repos, but do not want every package repo to own the same website implementation. If the docs source already lives inside the docs app repo, skip the clone step and point the pipeline at the local docs/ directory.","Leadtype\n\nReference map for the shared MDX conversion, linting, and LLM doc-generation package.\n\nLeadtype\n\nleadtype is a shared docs package. It provides A remark pipeline that flattens MDX components into LLM-friendly markdown. MDX to markdown conversion utilities. llms.txt and topic-scoped llms-full/ .txt generators. Static docs search, content readers, source-grounded answer helpers, and optional bash-tool integration. MDX linting utilities for frontmatter, meta.json , and docs links.","Leadtype\n\nReference map for the shared MDX conversion, linting, and LLM doc-generation package.\n\nLeadtype\n\nPackage Surfaces\n\nComponents The app-owned MDX component contract used by the remark pipeline. Convert convertMdxToMarkdown , writeMdxFileAsMarkdown , and convertAllMdx . Remark individual remark plugins plus defaultRemarkPlugins . LLM generateLlmsTxt and generateLLMFullContextFiles . Search generateDocsSearchFiles , searchDocs , source-grounded answer helpers, and the optional bash adapter. Lint lintDocs and the leadtype lint CLI.","Leadtype\n\nReference map for the shared MDX conversion, linting, and LLM doc-generation package.\n\nLeadtype\n\nWhen To Read Which Page\n\nReach for Components when defining app-owned MDX components for authored docs. Use Convert when you need markdown output from .mdx files. Check Remark for custom plugin order or component flattening behavior. Open LLM when generating llms.txt or topic-scoped full-context bundles. See Search for static indexing, runtime querying, or grounded answer streaming. Use Lint to validate frontmatter, docs URLs, or sidebar metadata.","Leadtype\n\nReference map for the shared MDX conversion, linting, and LLM doc-generation package.\n\nLeadtype\n\nOther Frameworks\n\nReact, Vue, Nuxt, Svelte, Astro, and other stacks can use the conversion, LLM, lint, and search entry points today. Runtime MDX components belong in the consuming docs app, not this package.","Lint\n\nHow to validate docs content with lintDocs and the leadtype lint CLI.\n\nLint\n\nThe lint surface validates source docs before conversion or site build. Use it in CI when a docs PR changes frontmatter, sidebar metadata, or internal docs links. Run the CLI with a source docs directory For agent or CI workflows, use JSON output and fail on unknown fields Import the library API from\n\n```bash npx leadtype lint docs ``` ```bash npx leadtype lint docs --format json --error-unknown --max-warnings 0 ``` ```ts import { lintDocs } from \"leadtype/lint\"; ```","Lint\n\nHow to validate docs content with lintDocs and the leadtype lint CLI.\n\nLint\n\nWhat It Checks\n\nDocs page frontmatter schema validation Changelog frontmatter schema validation when configured meta.json structure Broken /docs/... links in rendered markdown Broken /docs/... links in URL-like frontmatter fields Unresolved framework placeholders in docs URLs Cross-framework links such as a Next.js page linking to a React-only docs route Linting reads source .md and .mdx files, then renders MDX through the default remark pipeline for link checks. Point it at source docs, not generated markdown.","Lint\n\nHow to validate docs content with lintDocs and the leadtype lint CLI.\n\nLint\n\nCLI Reference\n\nOption Description -- -- srcDir Source directory to scan. Defaults to content when no positional path or --src is provided. --src <dir Source directory to scan. Equivalent to the positional argument. --changelog <dir Subdirectory under the source root that should use the changelog schema. --format <fmt Report format pretty , json , or github . Defaults to pretty . --ignore <glob Docs-root-relative glob to skip. Repeatable. --warn-unknown Report unknown frontmatter and meta fields as warnings. This is the default. --error-unknown Report unknown frontmatter and meta fields as errors. --max-warnings <n Exit non-zero when warning count is greater than n . -h , --help Print CLI usage. Default ignored paths are /shared/ , / shared/ , / partials/ , and /node modules/ . When you pass --ignore , provide each glob you want the run to use. Exit code 0 means no errors and warnings stayed within --max-warnings . Exit code 1 means lint errors were found or warnings exceeded the limit. Exit code 2 means CLI usage failed.\n\n```bash npx leadtype lint [srcDir] [options] ```","Lint\n\nHow to validate docs content with lintDocs and the leadtype lint CLI.\n\nLint\n\nLibrary Usage\n\n```ts const result = await lintDocs({ srcDir: \"docs\", unknownFieldSeverity: \"error\", }); ```","Lint\n\nHow to validate docs content with lintDocs and the leadtype lint CLI.\n\nLint\n\nLibrary Usage\n\nOptions\n\nOption Description -- -- srcDir Required root containing .md , .mdx , and meta.json files. changelogDir Optional subdirectory that should use the changelog schema. ignore Glob patterns relative to srcDir . Defaults to shared fragments, partials, and node modules . unknownFieldSeverity warn or error for fields not present in the active schema. Defaults to warn . schemas.frontmatter Custom Valibot object schema for docs page frontmatter. schemas.changelogFrontmatter Custom Valibot object schema for changelog frontmatter. schemas.meta Custom Valibot object schema for meta.json . The result contains file-level violations plus summary counts Required-field failures are reported as schema violations. Treat that as the public rule for missing or invalid schema fields.\n\n```ts type LintResult = { violations: Array<{ file: string; kind: \"frontmatter\" | \"changelog\" | \"meta\" | \"content\"; severity: \"error\" | \"warn\"; rule: | \"schema\" | \"unknown-field\" | \"parse-error\" | \"invalid-link\" | \"unresolved-placeholder\" | \"cross-framework-link\"; field?: string; message: string; }>; summary: { filesScanned: number; errors: number; warnings: number; }; }; ```","Lint\n\nHow to validate docs content with lintDocs and the leadtype lint CLI.\n\nLint\n\nRule Reference\n\nRule Severity Meaning -- -- -- schema error A value failed the active frontmatter, changelog, or meta.json schema. unknown-field warn by default A top-level field is not in the active schema and is not read by the default consumers. parse-error error Frontmatter, meta.json , or rendered markdown could not be parsed for validation. invalid-link error A /docs/... link points to a route that does not exist in the source docs tree. unresolved-placeholder error A docs URL still contains an unresolved placeholder such as framework . cross-framework-link error A framework-scoped page links to a different framework's docs route.","Lint\n\nHow to validate docs content with lintDocs and the leadtype lint CLI.\n\nLint\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 generated by conversion when enrichFrontmatterFromGit is enabled. Do not author them in source docs.","Lint\n\nHow to validate docs content with lintDocs and the leadtype lint CLI.\n\nLint\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 string 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\n\nHow to validate docs content with lintDocs and the leadtype lint CLI.\n\nLint\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\n\nHow to validate docs content with lintDocs and the leadtype lint CLI.\n\nLint\n\nGuidance\n\nRun lint before leadtype generate so content errors fail before artifacts are written. Use --format json for automation and --format github for GitHub Actions annotations. Treat unresolved placeholder errors as content bugs first. If lint fails after a docs move, check meta.json and internal links together; they usually drift at the same time.","LLM\n\nHow to generate llms.txt and topic-scoped full-context files from leadtype.\n\nLLM\n\nImport from This surface reads source docs and generated markdown to produce agent-friendly indexes and deep-context bundles.\n\n```ts import { generateLLMFullContextFiles, generateLlmsTxt, } from \"leadtype/llm\"; ```","LLM\n\nHow to generate llms.txt and topic-scoped full-context files from leadtype.\n\nLLM\n\nOutput Model\n\ngenerateLlmsTxt\n\nCreates /llms.txt /docs/llms.txt when docsSections is provided Use it to publish a short product summary plus a curated docs map.","LLM\n\nHow to generate llms.txt and topic-scoped full-context files from leadtype.\n\nLLM\n\nOutput Model\n\ngenerateLLMFullContextFiles\n\nCreates /llms-full.txt /docs/llms-full.txt /docs/llms-full/ .txt topic files Use it after markdown conversion. It reads .md files under outDir /docs/ .","LLM\n\nHow to generate llms.txt and topic-scoped full-context files from leadtype.\n\nLLM\n\nRequired Conventions\n\nSource docs for summaries live under srcDir /docs/ . Converted markdown for full files lives under outDir /docs/ . Run convertAllMdx before generateLLMFullContextFiles .","LLM\n\nHow to generate llms.txt and topic-scoped full-context files from leadtype.\n\nLLM\n\nTypical Sequence\n\n```ts await convertAllMdx({ srcDir, outDir, remarkPlugins: [remarkInclude, ...defaultRemarkPlugins], }); await generateLlmsTxt({ srcDir, outDir, baseUrl, product: { name: \"My Docs\", summary: \"Short product summary.\", }, docsSections: [ { title: \"Guides\", links: [{ urlPath: \"/docs/guides/quickstart\" }], }, ], }); await generateLLMFullContextFiles({ outDir, baseUrl, product: { name: \"My Docs\" }, topics: [ { slug: \"guides\", title: \"Guides\", description: \"Full context for guides.\", includePrefixes: [\"guides/\"], }, ], }); ```","LLM\n\nHow to generate llms.txt and topic-scoped full-context files from leadtype.\n\nLLM\n\nTopic Design\n\nPrefer multiple narrow topics over one giant full-context file. Good frameworks , self-host , integrations Poor one catch-all topic for the whole docs tree The APIs support nested routers, so parent topics can point to smaller child topics.","LLM\n\nHow to generate llms.txt and topic-scoped full-context files from leadtype.\n\nLLM\n\nGuidance\n\nKeep curated summary links opinionated. They should help an agent choose the smallest useful file. Write short, explicit descriptions for topics and sections. Those descriptions become routing hints. If generated files are empty, check that the docs really live under the expected docs/ folder names.","Methodology\n\nHow leadtype differs from Fumadocs, Mintlify, and Starlight\n\nMethodology\n\nleadtype is not a docs website framework. It is the shared pipeline behind docs websites. We built it at Inth because projects like c15t and dsar-sdk need one consistent docs system across packages, repos, websites, generated markdown, llms.txt , search, and package-bundled agent docs. The browser UI stays owned by your app. leadtype makes the content portable.","Methodology\n\nHow leadtype differs from Fumadocs, Mintlify, and Starlight\n\nMethodology\n\nThe short version\n\nFumadocs helps you build a React docs site. Starlight helps you build an Astro docs site. Mintlify gives you a hosted docs platform. leadtype helps you reuse the same docs content across sites, packages, search, and agents. Use the others when the main job is publishing a polished website quickly. Use leadtype when the main job is standardizing the docs infrastructure behind one or more websites.","Methodology\n\nHow leadtype differs from Fumadocs, Mintlify, and Starlight\n\nMethodology\n\nWhat it does\n\nleadtype gives you framework-neutral tools to Convert MDX-heavy docs into clean markdown. Generate llms.txt and full-context topic files. Build static search artifacts. Validate frontmatter, navigation metadata, and links. Ship agent-readable docs inside published packages. It does not provide the visual docs UI, routing, theme, or hosted deployment.","Methodology\n\nHow leadtype differs from Fumadocs, Mintlify, and Starlight\n\nMethodology\n\nUnified docs across repos\n\nThis is useful when an organization has many packages but wants one docs experience. Each repo can keep its MDX next to the code it documents. A shared or private docs UI can render that content with the organization's design system, while leadtype handles conversion, linting, search data, and agent-doc generation. That gives every repo the same output contract without forcing every repo to own the same website implementation.","Methodology\n\nHow leadtype differs from Fumadocs, Mintlify, and Starlight\n\nMethodology\n\nWhen to use what\n\nUse Fumadocs for a composable React docs framework. Use Starlight for an Astro-first docs site with strong defaults. Use Mintlify for hosted docs with deployment, analytics, API docs, and AI features managed for you. Use leadtype when you own the docs app but need shared infrastructure across repos, packages, generated markdown, search, and agent-facing docs. These tools can also be used together use a docs framework or hosted platform for the browser experience, and use leadtype for portable docs outputs behind it.","Remark\n\nReference for the remark plugins and default plugin pipeline exported by leadtype.\n\nRemark\n\nImport from\n\n```ts import { defaultRemarkPlugins, remarkInclude, remarkTypeTableToMarkdown, } from \"leadtype/remark\"; ```","Remark\n\nReference for the remark plugins and default plugin pipeline exported by leadtype.\n\nRemark\n\nDefault Plugin Stack\n\ndefaultRemarkPlugins is the standard MDX-to-markdown pipeline for agent docs. Order matters. The stack 1. Removes MDX imports. 2. Resolves docs placeholders. 3. Flattens JSX-heavy authoring components into plain markdown. The default array includes remarkRemoveImports remarkResolveDocPlaceholders remarkCalloutToMarkdown remarkCardsToMarkdown remarkMermaidToMarkdown remarkCommandTabsToMarkdown remarkStepsToMarkdown remarkTabsToMarkdown remarkTypeTableToMarkdown","Remark\n\nReference for the remark plugins and default plugin pipeline exported by leadtype.\n\nRemark\n\nWhen To Add Extra Plugins\n\nremarkInclude\n\nAdd this when the source docs use include tags or partial composition Place it before the default plugins so included content is expanded before JSX flattening runs.\n\n```ts remarkPlugins: [remarkInclude, ...defaultRemarkPlugins] ```","Remark\n\nReference for the remark plugins and default plugin pipeline exported by leadtype.\n\nRemark\n\nWhen To Add Extra Plugins\n\nremarkTypeTableToMarkdown\n\nThis plugin can be used directly when you only need type-table extraction and not the full pipeline. It pairs with <ExtractedTypeTable in MDX, which references a TypeScript file and a type name; the plugin reads the file at build time and renders a markdown table. Live example — extracted from ./apps/example/type-fixtures/pipeline-example.ts Property Type Description Default Required -- -- -- -- -- featured boolean \\ undefined - Optional label string - ✅ Required value string - ✅ Required","Remark\n\nReference for the remark plugins and default plugin pipeline exported by leadtype.\n\nRemark\n\nPlugin Selection Guide\n\nUse defaultRemarkPlugins for agent or LLM output. Add remarkInclude when docs are composed from shared fragments. Use individual plugins only when a consumer needs a custom order or intentionally omits behavior.","Remark\n\nReference for the remark plugins and default plugin pipeline exported by leadtype.\n\nRemark\n\nGuidance\n\nDo not reorder the default stack casually. Import stripping and placeholder resolution need to happen before markdown flattening. Keep custom plugins small and place them with intent. Content-shaping plugins usually belong before the default component flatteners. If the problem is output quality rather than raw parsing, start by checking the converted markdown from Convert before changing plugin order.","Search\n\nGenerate and query a static docs search index, then stream source-grounded AI answers.\n\nSearch\n\nImport runtime helpers from Import the Node-only generator from Use the provider entrypoints for answer streaming and provider-compatible bash tools Use case Import -- -- Search, content reads, request guards, and rate limiting leadtype/search Vercel AI Gateway / AI SDK answer + bash tools leadtype/search/vercel TanStack AI answer + bash tools leadtype/search/tanstack Cloudflare AI Gateway / Workers AI answer + bash tools leadtype/search/cloudflare\n\n```ts import { createAnswerContext, createMemoryRateLimiter, type DocsSearchContentStore, type DocsSearchIndex, listDocsContentFiles, readDocsContentChunk, readDocsContentFile, readJsonWithLimit, searchDocs, validateDocsQuery, } from \"leadtype/search\"; ``` ```ts import { generateDocsSearchFiles } from \"leadtype/search/node\"; ``` ```ts import { streamDocsAnswer as streamVercelDocsAnswer } from \"leadtype/search/vercel\"; import { streamDocsAnswer as streamTanStackDocsAnswer } from \"leadtype/search/tanstack\"; import { streamDocsAnswer as streamCloudflareDocsAnswer } from \"leadtype/search/cloudflare\"; ```","Search\n\nGenerate and query a static docs search index, then stream source-grounded AI answers.\n\nSearch\n\nBuild-Time Indexing\n\nGenerate the index after converting MDX to markdown The generator reads markdown under outDir /docs and writes split files by default search-index.json uses a compact v2 tuple format for documents, chunks, and term postings. search-content.json stores answer-source text separately. This keeps search metadata smaller and gives the AI path a precise way to read only the page or heading chunks it needs.\n\n```ts await generateDocsSearchFiles({ outDir: \"public\", baseUrl: \"https://docs.example.com\", }); ``` ```txt {outDir}/docs/search-index.json {outDir}/docs/search-content.json ```","Search\n\nGenerate and query a static docs search index, then stream source-grounded AI answers.\n\nSearch\n\nRuntime Search\n\nThe core runtime is edge-safe. Import both generated JSON files and pass content when you want excerpts Search uses normalized tokens, a small stopword list, heading-aware chunks, and BM25-style ranking. Titles and headings are weighted above body text; code is searchable with a lower weight.\n\n```ts const results = searchDocs(indexJson as DocsSearchIndex, \"tabs install\", { content: contentJson as DocsSearchContentStore, }); ```","Search\n\nGenerate and query a static docs search index, then stream source-grounded AI answers.\n\nSearch\n\nDocs Content Files\n\nThe same generated index also acts as a small virtual docs filesystem Use readDocsContentFile when a UI or agent wants a whole normalized page. Use readDocsContentChunk when the search result already identifies the relevant heading chunk. Returned chunks include heading paths, hash URLs, source text, and metadata needed for citations.\n\n```ts const files = listDocsContentFiles(indexJson as DocsSearchIndex); const quickstart = readDocsContentFile( indexJson as DocsSearchIndex, \"guides/quickstart\", contentJson as DocsSearchContentStore ); const sourceChunk = readDocsContentChunk( indexJson as DocsSearchIndex, \"chunk-0\", contentJson as DocsSearchContentStore ); ```","Search\n\nGenerate and query a static docs search index, then stream source-grounded AI answers.\n\nSearch\n\nAnswer Context\n\nUse createAnswerContext when wiring a custom model call The returned system and prompt instruct the model to answer only from retrieved docs context, cite sources with 1 style citations, treat docs text as untrusted reference content, and say when context is insufficient.\n\n```ts const context = createAnswerContext(indexJson as DocsSearchIndex, query, { content: contentJson as DocsSearchContentStore, productName: \"My Docs\", }); ```","Search\n\nGenerate and query a static docs search index, then stream source-grounded AI answers.\n\nSearch\n\nVercel AI Gateway / AI SDK Streaming\n\nUse streamDocsAnswer for a minimal Vercel AI SDK integration streamDocsAnswer returns a plain text Response . Display sources separately in your own UI; they are metadata for source links, not embedded in the streamed answer.\n\n```ts import { streamDocsAnswer } from \"leadtype/search/vercel\"; const { response, sources } = streamDocsAnswer({ index: indexJson as DocsSearchIndex, content: contentJson as DocsSearchContentStore, query, model: process.env.DOCS_SEARCH_MODEL ?? \"openai/gpt-5.4-mini\", productName: \"My Docs\", }); ```","Search\n\nGenerate and query a static docs search index, then stream source-grounded AI answers.\n\nSearch\n\nBYO Gateway Streaming\n\nTanStack callers pass the adapter explicitly Cloudflare callers use explicit provider mapping\n\n```ts import { streamDocsAnswer } from \"leadtype/search/tanstack\"; const { response, sources } = streamDocsAnswer({ index: indexJson as DocsSearchIndex, content: contentJson as DocsSearchContentStore, query, adapter, }); ``` ```ts import { createCloudflareDocsAdapter, streamDocsAnswer, } from \"leadtype/search/cloudflare\"; const adapter = createCloudflareDocsAdapter({ provider: \"openai\", model: \"gpt-4o\", options: { binding: env.AI.gateway(\"docs-gateway\"), }, }); const { response, sources } = streamDocsAnswer({ index: indexJson as DocsSearchIndex, content: contentJson as DocsSearchContentStore, query, adapter, }); ```","Search\n\nGenerate and query a static docs search index, then stream source-grounded AI answers.\n\nSearch\n\nBash Tool Adapters\n\nUse the matching provider entrypoint when an agent should inspect docs through shell commands instead of receiving only preselected chunks Vercel wraps the read-only /docs filesystem with bash-tool . TanStack and Cloudflare export createDocsBashTools , which exposes native TanStack tools over the same filesystem. Network commands, Python, JavaScript execution, and filesystem writes are disabled by default.\n\n```ts import { createDocsBashTool } from \"leadtype/search/vercel\"; const { tools, instructions } = await createDocsBashTool( indexJson as DocsSearchIndex, contentJson as DocsSearchContentStore ); ```","Search\n\nGenerate and query a static docs search index, then stream source-grounded AI answers.\n\nSearch\n\nAbuse Guards\n\nThe package includes reusable request-path utilities validateDocsQuery trims and caps query text. readJsonWithLimit rejects oversized JSON bodies before parsing. getClientIdentifier reads common proxy IP headers. createMemoryRateLimiter implements the RateLimiter interface for demos. In-memory rate limiting is not strong across serverless instances. Production docs sites should adapt the RateLimiter interface to a shared store such as Redis, Vercel KV, Cloudflare KV, or Durable Objects.","Search\n\nGenerate and query a static docs search index, then stream source-grounded AI answers.\n\nSearch\n\nWhen To Use Embeddings\n\nStart with the local index for most docs sites. It is static, cheap, portable to Vercel and Cloudflare, and has no request-time database dependency. As docs grow, keep lexical search for exact APIs, config keys, paths, and errors; add a virtual content layer for precise page reads; then add embeddings or hosted search when users need semantic matches that do not share vocabulary with the docs, or when chunk counts become large enough to hurt cold-start memory."]}
+{"version":2,"generatedAt":"2026-05-09T06:52:24.592Z","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 <Tabs or <Callout render fine in a browser but do nothing for an agent reading raw text. Flattening converts each component into a portable markdown equivalent at conversion time A <Callout becomes a blockquote. A <Tabs becomes a stack of bold headings, one per tab. A <TypeTable becomes a markdown table. A <Mermaid becomes a fenced mermaid block — the diagram source survives so other tooling can render it. This means the same content reaches three audiences humans, agents, search without you maintaining two copies.","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nThe naming contract\n\nThe remark pipeline recognizes these names. If your components use the same names, flattening Just Works Accordion , AccordionItem , Callout , Card , Cards , CommandTabs , Details , Example , ExtractedTypeTable , Mermaid , Section , Selector , Step , Steps , Tab , Tabs , TopicSwitcher , TypeTable . If your app uses different names, you have two options rename to match, or add a custom remark plugin that maps your names back to the contract above.\n\n```tsx import { mdxComponents } from \"@/components/docs-mdx\"; const components = { ...mdxComponents, }; ```","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nEach section below shows the authored MDX and a live render. Switch to the agent view the robot icon in the example app header to see the flattened markdown side-by-side.","Components\n\nMDX components the pipeline knows how to flatten into agent-readable markdown.\n\nComponents\n\nComponent reference\n\nCallout\n\nWraps supporting context, warnings, or tips. Variants change styling but flatten identically into a blockquote. ℹ️ Info Heads up Callouts wrap supporting context, warnings, or tips. The remark pipeline flattens them into blockquotes so agents still see the content. ⚠️ Warning Don't do this Variants like warning, success, error, and tip change the styling but flatten identically.\n\n```tsx <Callout title=\"Heads up\" variant=\"info\"> Body content goes here. </Callout> ```","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 <Cards> <Card title=\"Convert\" description=\"Turn MDX into agent-friendly markdown.\" href=\"/docs/reference/convert\" /> </Cards> ```","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 <Steps> <Step title=\"Author docs in MDX\">Use the components in this list.</Step> <Step title=\"Run the conversion\">`leadtype generate` writes flattened markdown.</Step> </Steps> ```","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 <Tabs items={[\"TanStack Start\", \"Next.js\", \"Vite\"]}> <Tab value=\"tanstack-start\">…</Tab> <Tab value=\"next-js\">…</Tab> <Tab value=\"vite\">…</Tab> </Tabs> ```","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 <CommandTabs command=\"leadtype\" mode=\"install\" /> <CommandTabs command=\"leadtype lint\" mode=\"run\" /> <CommandTabs commands={{ npm: \"npm install leadtype\", pnpm: \"pnpm add leadtype\" }} defaultManager=\"pnpm\" /> ```","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 <Accordion> <AccordionItem title=\"When should I use accordions?\"> Use them for supporting details and optional reference material. </AccordionItem> </Accordion> ```","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 <TopicSwitcher label=\"Framework\" activeValue=\"react\" items={[ { value: \"react\", label: \"React\", href: \"/docs/frameworks/react\" }, { value: \"vue\", label: \"Vue\", href: \"/docs/frameworks/vue\" }, ]} /> ```","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 <TypeTable properties={{ title: { type: \"string\", required: true, description: \"Heading rendered above the body.\" }, variant: { type: \"CalloutVariant\", default: \"info\", description: \"Visual treatment.\" }, }} /> ```","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 <Example title=\"Render MDX\" description=\"Preview the output and inspect the source.\" filename=\"mdx-components.tsx\" language=\"tsx\" code={`import { mdxComponents } from \"@/components/docs-mdx\";`} > <Callout title=\"Runtime components\" variant=\"success\"> The host app owns styling and runtime components while leadtype owns conversion. </Callout> </Example> ```","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 <Mermaid chart={`graph LR MDX -->|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 <Callout breaks the flattening contract until you add a remark plugin to remap. For agent output quality, read the converted .md files first and only edit components or plugin order if the markdown actually looks wrong.","Frontmatter\n\nRequired fields, group semantics, and how authored MDX becomes a navigation tree.\n\nFrontmatter\n\nEvery page is a .mdx file with a YAML frontmatter block. Leadtype reads three things from it what the page is, where it lives in the nav, and how to lint it.","Frontmatter\n\nRequired fields, group semantics, and how authored MDX becomes a navigation tree.\n\nFrontmatter\n\nMinimum\n\ntitle — required. Non-empty string. Renders as the page heading and as the entry text in llms.txt and the sidebar. description — optional but recommended. Becomes the routing hint in llms.txt . If omitted, the converter synthesizes one from the body during conversion see convert behavior . group — optional. Slug of a group declared in docs.config.ts . Pages without a group are excluded from the nav and from llms-full/ .txt .\n\n```mdx --- title: \"Connect a docs site\" description: \"Wire leadtype into a docs app build.\" group: build --- ```","Frontmatter\n\nRequired fields, group semantics, and how authored MDX becomes a navigation tree.\n\nFrontmatter\n\nHow groups become a nav tree\n\nEach page declares a single group slug. Each group is declared once in docs.config.ts . The intersection produces the nav tree, the section headings in llms.txt , and the per-leaf llms-full/<slug .txt files. If a page declares a group slug that isn't in docs.config.ts , the build fails with unknown group \"<slug \" . Same source of truth, no drift.\n\n```mermaid `flowchart LR cfg[\"docs.config.ts / groups: [authoring, build, reference]\"] page1[\"page A / group: authoring\"] page2[\"page B / group: build\"] page3[\"page C / group: build\"] resolver[\"group resolver\"] nav[\"navigation tree\"] llms[\"llms.txt sections\"] full[\"llms-full/build.txt / llms-full/authoring.txt\"] cfg --> 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/<slug .txt file — non-leaves are headings only.\n\n```ts { slug: \"build\", title: \"Build\", children: [ { slug: \"bundle-package-docs\", title: \"Bundle a package\" }, { slug: \"connect-docs-site\", title: \"Connect a docs site\" }, ], } ```","Frontmatter\n\nRequired fields, group semantics, and how authored MDX becomes a navigation tree.\n\nFrontmatter\n\nOptional fields\n\nThe default lint schema also accepts Property Type Description Default Required -- -- -- -- -- icon string Icon name resolved by your sidebar component. - Optional deprecated boolean Marks the page as deprecated in nav and search. - Optional deprecatedReason string Short message paired with deprecated. - Optional experimental boolean Marks the page as experimental. - Optional canary boolean Hides from stable channels. - Optional new boolean Highlights the page as recently added. - Optional draft boolean Excludes from generation entirely. - Optional tags string\\ Free-form tags for search facets. - Optional availableIn Array\\<\\ framework, url?, title? Cross-framework availability map for TopicSwitcher pages. - Optional full boolean Forces the page into the full-context bundle even when normally excluded. - Optional lastModified and lastAuthor are filled in automatically when you pass --enrich-git to the CLI. Don't author them by hand.","Frontmatter\n\nRequired fields, group semantics, and how authored MDX becomes a navigation tree.\n\nFrontmatter\n\nLint rules\n\nleadtype lint enforces the schema, so violations surface in CI before they reach a build. The relevant rules schema — a required field is missing or has the wrong type. unknown-field — a top-level field isn't in the schema warn by default; --error-unknown to fail . parse-error — frontmatter or meta.json doesn't parse. invalid-link — a /docs/... link points to a route that doesn't exist. unresolved-placeholder — a doc URL still contains an unresolved framework placeholder. cross-framework-link — a framework-scoped page links to another framework's docs. See Lint rules for the full reference and how to extend the schema.","Frontmatter\n\nRequired fields, group semantics, and how authored MDX becomes a navigation tree.\n\nFrontmatter\n\nWhat this gives you\n\nOnce frontmatter is consistent, the rest of the pipeline works without per-page configuration. The same group value drives The sidebar position The llms.txt section The llms-full/<group .txt bundle The search filtering UI if you build one Cross-framework link checks in lint One field, one source of truth.","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\nUse this path when you publish a library on npm and want coding agents, IDEs, and CLI tooling to read your docs without hitting the network. Run leadtype generate --bundle at prepack time, include the output in your published files , and every install ships AGENTS.md + per-topic markdown that the 25+ tools supporting agents.md auto-discover. The website is for humans. The package-bundled docs are for everyone else.","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\nThe flow\n\n```mermaid `flowchart LR src[\"docs/*.mdx / (your repo)\"] cli[\"leadtype generate --bundle / --out packages/&lt;name&gt;\"] bundle[\"packages/&lt;name&gt;/ / AGENTS.md / docs/*.md\"] publish[\"npm publish\"] install[\"npm install &lt;name&gt;\"] consume[\"node_modules/&lt;name&gt;/ / AGENTS.md → docs/*.md / read by Claude Code, Codex, / Cursor, Copilot, …\"] src --> 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/<pkg /llms.txt anyway. AGENTS.md is the filesystem convention that solves this. Tools like Claude Code, OpenAI Codex, Cursor, GitHub Copilot, Aider, Devin, and others auto-read AGENTS.md when working in a repo. Nested AGENTS.md files are also supported — \"the closest one wins\" — so an AGENTS.md inside node modules/<your-package / is the natural place to tell agents about your library. leadtype emits both — llms.txt in website mode for HTTP-discoverable agents, and AGENTS.md in --bundle mode for offline filesystem-discoverable agents.","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\nGenerate into the package\n\nThis writes Every link inside AGENTS.md is a relative path like ./docs/quickstart.md so the file is meaningful both at packages/my-package/AGENTS.md during local dev and at node modules/my-package/AGENTS.md after install . --bundle skips llms.txt , llms-full , and the search index — those are website artifacts that don't make sense offline.\n\n```bash npx leadtype generate \\ --bundle \\ --src . \\ --out packages/my-package \\ --name \"my-package\" \\ --summary \"Docs for my-package.\" ``` ``` packages/my-package/ ├── AGENTS.md # offline-readable index — agent's entry point └── docs/ ├── index.md ├── quickstart.md └── … # one .md per source page, group subdirs preserved ```","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\nFilter to package-specific docs\n\nA monorepo with one shared docs/ and many packages should bundle only the slice each package owns. Use --include repeatable and --exclude Filters are explicit. If the package needs shared overview pages, list them too. --exclude is applied after --include .\n\n```bash npx leadtype generate \\ --bundle \\ --src . \\ --out packages/react \\ --name \"@c15t/react\" \\ --include \"frameworks/react/**\" \\ --include \"shared/**\" \\ --exclude \"**/internal/**\" ```","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\nInclude in the published tarball\n\nAdd AGENTS.md and docs to files and run generation as a build or prepack step If you need full control over plugin order or custom validation, run the library APIs directly from a script Point your build script at it \"build\" \"tsup && bun run scripts/generate-docs.ts\" .\n\n```json { \"files\": [\"dist\", \"docs\", \"AGENTS.md\", \"README.md\"], \"scripts\": { \"build\": \"tsup && npx leadtype generate --bundle --src ../.. --out .\" } } ``` ```ts // scripts/generate-docs.ts import { rm } from \"node:fs/promises\"; import { convertAllMdx } from \"leadtype/convert\"; import { generateAgentsMd, resolveDocsNavigation } from \"leadtype/llm\"; import { defaultRemarkPlugins } from \"leadtype/remark\"; import docsConfig from \"../../../docs/docs.config\"; const REPO_ROOT = `${process.cwd()}/../..`; const PACKAGE_ROOT = process.cwd(); await rm(`${PACKAGE_ROOT}/docs`, { recursive: true, force: true }); await rm(`${PACKAGE_ROOT}/AGENTS.md`, { force: true }); await convertAllMdx({ srcDir: `${REPO_ROOT}/docs`, outDir: `${PACKAGE_ROOT}/docs`, remarkPlugins: defaultRemarkPlugins, }); // Fail fast on unknown groups so a bad config can't ship.","Bundle docs into a package\n\nShip agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files.\n\nBundle docs into a package\n\nInclude in the published tarball\n\nsrcDir: `${REPO_ROOT}/docs`, outDir: `${PACKAGE_ROOT}/docs`, remarkPlugins: defaultRemarkPlugins, }); // Fail fast on unknown groups so a bad config can't ship. const navigation = await resolveDocsNavigation({ srcDir: REPO_ROOT, 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); } 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 # <my project> When working with the `<your-package>` library, read the bundled docs in `node_modules/<your-package>/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 it serves humans, agents, and search from 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 the navigation, build the search index, and produce agent-readable bundles. 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 it serves humans, agents, and search from one source.\n\nConnect a docs site\n\nThe flow\n\n\\<Mermaid chart= flowchart LR src \"docs/ .mdx<br/ your repo \" cli \"leadtype generate\" pub \"public/<br/ llms.txt<br/ docs/ .md<br/ docs/llms-full/ .txt<br/ docs/search-index.json<br/ docs/search-content.json\" gen \"src/generated/<br/ docs-nav.json<br/ docs-search- .json\" vite \"vite + content negotiation\" human \"Humans<br/ HTML \" agent \"Agents<br/ text/markdown \" search \"Search UI\" src -- cli cli -- pub cli -- gen pub -- vite gen -- vite vite -- \"Accept text/html\" -- human vite -- \"Accept text/markdown\" -- agent gen -- search /","Connect a docs site\n\nWire leadtype into a docs app build so it serves humans, agents, and search from one source.\n\nConnect a docs site\n\nOne-off run\n\nFor a single repo where docs and site live together That single command converts MDX, generates llms.txt , builds the search index, and resolves the navigation tree. Generated paths are listed by leadtype generate and inspected in detail under How it works.\n\n```bash npx leadtype generate \\ --src . \\ --out public \\ --base-url https://docs.example.com \\ --name \"my-docs\" \\ --summary \"Short product summary.\" ```","Connect a docs site\n\nWire leadtype into a docs app build so it serves humans, agents, and search from one source.\n\nConnect a docs site\n\nWire it into the build\n\nAdd a pipeline step before vite/Next/Astro builds. The simplest setup is one script per stage so you can rerun convert/search independently during dev Splitting into separate scripts is optional — the CLI does all three in one pass. Use scripts when you want fine control over plugin order, base URL, or filtering. A canonical convert script remarkInclude enables / include foo / -style partial expansion. The basePath swap on remarkTypeTableToMarkdown is only needed if your docs use <ExtractedTypeTable . See Remark plugins for the full plugin order.\n\n```json { \"scripts\": { \"pipeline:convert\": \"bun run scripts/mdx-convert.ts\", \"pipeline:llm\": \"bun run scripts/llm-generate.ts\", \"pipeline:search\": \"bun run scripts/search-generate.ts\", \"pipeline:build\": \"bun run pipeline:convert && bun run pipeline:llm && bun run pipeline:search\", \"build\": \"bun run pipeline:build && vite build\" } } ``` ```ts // scripts/mdx-convert.ts import { convertAllMdx, type MdxToMarkdownOptions } from \"leadtype/convert\"; import { defaultRemarkPlugins, remarkInclude, remarkTypeTableToMarkdown, } from \"leadtype/remark\"; const repoRoot = process.cwd(); const srcDir = `${repoRoot}/docs`; const outDir = `${repoRoot}/public/docs`; // `<ExtractedTypeTable>` 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 it serves humans, agents, and search from 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 it serves humans, agents, and search from one source.\n\nConnect a docs site\n\nServe markdown to agents\n\nDrop a content-negotiation middleware in front of your static /docs/ .md files so agents can fetch markdown from the same URL humans visit. A complete vite plugin in \\ 50 lines Browsers send text/html, / and get HTML. Agents send Accept text/markdown and get the converted .md . Same URL, two formats. ⚠️ Warning Set charset=utf-8 Many static handlers serve .md files as Content-Type text/markdown with no charset, which makes browsers fall back to Latin-1 and render UTF-8 characters box-drawing, em dashes, smart quotes as mojibake. Always send Content-Type text/markdown; charset=utf-8 — that's what forceUtf8OnTextResponses above does by patching setHeader. For Next.js, wire the same rewriteToMarkdown logic in middleware.ts and serve .md from a route handler that sets Content-Type text/markdown; charset=utf-8 . For Cloudflare Pages, use a middleware Worker. In every case, set the charset explicitly.\n\n```ts import type { PluginOption } from \"vite\"; function rewriteToMarkdown( url: string, accept: string | undefined ): string | null { if (!accept) return null; const pathname = url.split(\"?\")[0] ?? url; if (pathname.endsWith(\".md\")) return null; if (!(pathname === \"/docs\" || pathname.startsWith(\"/docs/\"))) return null; if (!/text\\/(markdown|plain)/i.test(accept)) return null; // Browsers send `text/html,*/*` — never serve markdown to them. if (/text\\/html/i.test(accept) && !/text\\/(markdown|plain)\\s*;?\\s*q=/i.test(accept)) { return null; } const target = pathname === \"/docs\" ? \"/docs/index.md\" : `${pathname.replace(/\\/$/, \"\")}.md`; return target + (url.length > pathname.length ? url.slice(pathname.length) : \"\"); } function forceUtf8OnTextResponses(res: { setHeader: (n: string, v: string | number | string[]) => unknown }) { const original = res.setHeader.bind(res); res.setHeader = (name, value) => { if ( typeof name === \"string\" && name.toLowerCase() === \"content-type\" && typeof value === \"string\" && /^text\\/(markdown|plain)/i.test(value) && !/charset=/i.test(value) ) { return original(name, `${value}; charset=utf-8`); } return original(name, value); }; } export function","Connect a docs site\n\nWire leadtype into a docs app build so it serves humans, agents, and search from one source.\n\nConnect a docs site\n\nServe markdown to agents\n\ndown|plain)/i.test(value) && !/charset=/i.test(value) ) { return original(name, `${value}; charset=utf-8`); } return original(name, value); }; } export function markdownNegotiation(): PluginOption { const middleware = (req: any, res: any, next: () => void) => { if (!req.url) return next(); forceUtf8OnTextResponses(res); const accept = Array.isArray(req.headers.accept) ? req.headers.accept.join(\",\") : req.headers.accept; const rewritten = rewriteToMarkdown(req.url, accept); if (rewritten) req.url = rewritten; next(); }; return { name: \"leadtype:markdown-negotiation\", configureServer: (s) => s.middlewares.use(middleware), configurePreviewServer: (s) => s.middlewares.use(middleware), }; } ```","Connect a docs site\n\nWire leadtype into a docs app build so it serves humans, agents, and search from 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 it serves humans, agents, and search from 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/<leaf .txt — one per leaf group, full content. public/docs/search-index.json and public/docs/search-content.json — non-empty. Then start the dev server and curl -I -H \"Accept text/markdown\" http //localhost 5173/docs/ . You should see content-type text/markdown; charset=utf-8 . If the charset is missing, UTF-8 characters in your docs will render as mojibake in the browser. If you get text/html back instead, the negotiation middleware isn't wired.","Connect a docs site\n\nWire leadtype into a docs app build so it serves humans, agents, and search from one source.\n\nConnect a docs site\n\nWhat's next\n\nCLI reference Lint in CI Search reference","Validate in CI\n\nRun leadtype lint in CI so frontmatter, navigation, and link issues fail PRs before publish.\n\nValidate in CI\n\nleadtype lint reads source MDX, runs the schema and link checks, and exits non-zero on errors. Wire it into CI so docs PRs fail fast on the same rules that would otherwise blow up leadtype generate later in the pipeline.","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 it catches\n\nMissing or wrong-typed frontmatter fields schema rule . Top-level frontmatter fields not in the schema unknown-field . Frontmatter or meta.json that doesn't parse parse-error . Internal /docs/... links pointing at routes that don't exist invalid-link . Unresolved framework placeholders left in URLs unresolved-placeholder . Cross-framework links from a framework-scoped page to a different framework's docs cross-framework-link . See Lint reference for the full rule list and how to extend the schema.","Validate in CI\n\nRun leadtype lint in CI so frontmatter, navigation, and link issues fail PRs before publish.\n\nValidate in CI\n\nGitHub Actions\n\nUse --format github so violations render as inline annotations on the PR --error-unknown upgrades unknown-field warnings to errors — strict mode. --max-warnings 0 makes any remaining warning fail the job.\n\n```yaml name: Lint docs on: pull_request: paths: - \"docs/**\" - \"**/*.mdx\" jobs: lint: runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 - uses: oven-sh/setup-bun@v2 - run: bun install - run: npx leadtype lint docs --format github --error-unknown --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\nOther CI providers\n\nUse --format json for any CI that doesn't speak the GitHub annotations format The JSON output includes per-file violations and summary counts. Pipe it into your provider's reporter, post a PR comment, or upload as an artifact.\n\n```bash npx leadtype lint docs --format json --error-unknown > 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 <Callout becomes a blockquote, a <Tabs becomes a sequence of bold headings, a <TypeTable becomes a markdown table. The flattened markdown is what every other artifact consumes. For the exact stack, see Remark plugins. For the component contract, see Components.\n\n```mermaid `flowchart TB src[\"docs/*.mdx / title · description · group · body\"] fm[\"frontmatter parser\"] remark[\"remark plugin stack / (strip imports → flatten components)\"] groups[\"group resolver / (nav tree from frontmatter)\"] md[\"docs/*.md\"] site_idx[\"llms.txt · llms-full/*.txt / (website mode only)\"] search[\"search-index.json · search-content.json / (website mode only)\"] agents_md[\"AGENTS.md / (--bundle mode only)\"] nav[\"navigation manifest / (group → page)\"] src --> 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, and docs/\\ .md to a public/ directory your docs website serves. Links use absolute URLs set with --base-url . This is what you wire into a vite/Next/Astro 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, and the search index — 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/\\<path .md Flattened markdown for each MDX page. Both modes ship these. Served to HTTP agents via content negotiation in site mode; read directly from node\\ modules in bundle mode. - Optional AGENTS.md \\<package-root /AGENTS.md Bundle mode only. Offline-readable index that 25+ coding agents auto-discover Claude Code, Codex, Cursor, Copilot, … . Every link is a relative ./docs/\\<path .md path so the file works inside an installed npm package. - Optional llms.txt + llms-full \\<out /llms.txt + \\<out /docs/llms-full/\\<group .txt Site mode only. The llms.txt convention is for websites — agents fetch /llms.txt over HTTP and follow absolute URLs to deeper context. Useless inside an npm tarball, so bundle mode skips this. - Optional Search index \\<out /docs/search-index.json + search-content.json Site mode only. BM25-ranked inverted index over headings, titles, body, and code. Content is stored separately so the index stays small. Bundle mode skips it — agents reading from disk grep the .md files directly. - Optional Navigation manifest docs-nav.json build script Resolved group tree mapping pages to nav locations.","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\nnts reading from disk grep the .md files directly. - Optional Navigation manifest docs-nav.json build script Resolved group tree mapping pages to nav locations. Built by the resolveDocsNavigation helper so your sidebar component and your llms.txt sections agree on structure. - 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 three audiences\n\nHumans see the HTML your docs site renders from MDX. HTTP agents fetch /llms.txt over the network or use Accept text/markdown content negotiation to get the converted .md from your docs site URL. Coding agents working in a project that depends on your package auto-discover AGENTS.md at node modules/<your-package /AGENTS.md . The 25+ tools supporting agents.md read it without being told to. From there they follow relative ./docs/<topic .md links. The two flows complement each other. A package that wants to be agent-friendly publishes both --bundle output inside the tarball and a hosted website with llms.txt . Different agents use different flows; you don't pick one.\n\n```mermaid `flowchart LR site_out[\"site mode / public/*\"] bundle_out[\"bundle mode / node_modules/&lt;pkg&gt;/*\"] human[\"Humans / (browser)\"] http_agent[\"HTTP agents / (fetch /llms.txt or / Accept: text/markdown)\"] search_ui[\"Search UI / AI answers\"] offline_agent[\"Coding agents / (Claude Code, Codex, / Cursor, Copilot, …)\"] site_out -- \"HTML render of MDX\" --> 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 \\<Callout flattens to a blockquote; a \\<Tabs flattens to a stack of bold headings. - Optional group frontmatter field A slug declaring which group a page belongs to. The same string drives the sidebar position, the llms.txt section, and the llms-full/\\<slug .txt file. - Optional leaf noun A group that has no children. Each leaf gets its own llms-full file; non-leaf groups are summary headings only. - Optional chunk noun A heading-aware slice of a page that the search index scores independently. Titles weigh 4×, headings 2×, body 1×, code 0.35×. - Optional content negotiation noun Middleware that rewrites GET /docs/foo to /docs/foo.md when the request advertises Accept text/markdown. Same URL, two formats. Implement it wherever your framework intercepts requests — Next.js middleware, an Astro endpoint, a Cloudflare Worker, a Vite plugin. - Optional","How it works\n\nThe mental model: one MDX source, a remark pipeline, two output modes, three audiences.\n\nHow it works\n\nWhat runs when\n\nThe leadtype generate command runs in a fixed order — each stage depends on the previous one's output 1. Parse frontmatter for every .mdx under docs/ . 2. Convert each file through the default remark stack and write .md to public/docs/ . 3. Resolve groups from frontmatter, validate every page's group matches a known slug. 4. Generate LLM bundles by reading the converted markdown and grouping by leaf. 5. Build the search index by chunking the converted markdown. If step 3 finds an unknown group, the run fails. That is by design — broken navigation is a content bug, not a render-time problem.","How it works\n\nThe mental model: one MDX source, a remark pipeline, two output modes, three audiences.\n\nHow it works\n\nWhere to next\n\nQuickstart Frontmatter contract CLI reference","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\nLeadtype is a docs pipeline . You write MDX in one place. It produces every shape your docs need to take a website for humans, an AGENTS.md -fronted bundle for coding agents reading from node modules/ , an llms.txt for HTTP agents, and a static search index. It is not a docs website framework. Bring your own UI — Next.js, TanStack Start, Astro, anything — and let leadtype handle conversion, validation, search, and the agent-facing outputs that website frameworks don't ship.\n\n```mermaid `flowchart LR src[\"docs/*.mdx / (your source)\"] site_run[\"leadtype generate\"] bundle_run[\"leadtype generate --bundle\"] site_out[\"public/ / llms.txt · llms-full/ / docs/*.md · search-index.json\"] bundle_out[\"packages/&lt;name&gt;/ / AGENTS.md · docs/*.md\"] humans[\"Humans / (browser)\"] http_agents[\"HTTP agents / (via /llms.txt or / Accept: text/markdown)\"] search[\"Search UI / AI answers\"] offline_agents[\"Coding agents / (Claude Code, Codex, / Cursor, Copilot…) / read node_modules/&lt;pkg&gt;/AGENTS.md\"] src --> 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, 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/<your-pkg / . One source, three audiences.","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\nNext\n\nNew here? Read the Quickstart — five minutes to a generated bundle. Want the mental model first? Read How it works for the pipeline diagram and the names of every artifact it produces. Comparing tools? See Methodology for how leadtype differs from Fumadocs, Starlight, and Mintlify.","Methodology\n\nHow leadtype differs from Fumadocs, Starlight, and Mintlify.\n\nMethodology\n\nLeadtype is a docs pipeline, not a docs website framework . It produces the artifacts a docs site needs markdown, llms.txt, search index, navigation and stays out of routing, layout, and theming.","Methodology\n\nHow leadtype differs from Fumadocs, Starlight, and Mintlify.\n\nMethodology\n\nThe short version\n\nTool 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. 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.","Methodology\n\nHow leadtype differs from Fumadocs, Starlight, and Mintlify.\n\nMethodology\n\nWhat leadtype owns\n\nMDX-to-markdown conversion via a remark plugin stack. llms.txt and topic-scoped full-context bundles for agents. A static, edge-safe search index plus optional source-grounded answer streaming. Lint rules for frontmatter, navigation metadata, and internal links. CLI orchestration so the whole pipeline runs from one command.","Methodology\n\nHow leadtype differs from Fumadocs, Starlight, and Mintlify.\n\nMethodology\n\nWhat leadtype does not own\n\nVisual UI, theming, or component styling. Routing, hosting, deployment, or analytics. A prebuilt MDX component library — your docs app provides those see Components .","Methodology\n\nHow leadtype differs from Fumadocs, Starlight, and Mintlify.\n\nMethodology\n\nWhen the combination shines\n\nYou 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.","Quickstart\n\nInstall leadtype, run it against a docs folder, and inspect the four artifacts it produces.\n\nQuickstart\n\nFive minutes from a folder of MDX to a complete pipeline output.","Quickstart\n\nInstall leadtype, run it against a docs folder, and inspect the four artifacts it produces.\n\nQuickstart\n\nInstall\n\nPackage manager Command -- -- npm npm install leadtype pnpm pnpm add leadtype yarn yarn add leadtype bun bun add leadtype leadtype ships an executable plus a set of focused entry points leadtype/convert , leadtype/llm , leadtype/search , leadtype/lint , leadtype/remark . The CLI is usually all you need.","Quickstart\n\nInstall leadtype, run it against a docs folder, and inspect the four artifacts it produces.\n\nQuickstart\n\nAuthor one page\n\nCreate docs/index.mdx in your repo Every page needs at minimum a title . Add a group to place it in the nav tree — see Frontmatter.\n\n```mdx --- title: \"My library\" description: \"What it does in one sentence.\" group: get-started --- # My library Welcome. ```","Quickstart\n\nInstall leadtype, run it against a docs folder, and inspect the four artifacts it produces.\n\nQuickstart\n\nGenerate\n\nThe CLI does four things in one pass 1. Convert MDX to markdown Walks docs/ , runs each file through the default remark plugin stack, writes flattened .md to public/docs/ . 2. Generate LLM bundles Writes public/llms.txt the routing index plus public/docs/llms-full/ .txt one file per leaf group, with full content . 3. Build a search index Writes public/docs/search-index.json and public/docs/search-content.json — a BM25 index and a separate content store for excerpts. 4. Resolve groups Reads group from every page's frontmatter and reports which groups it found. The same group tree drives both the nav and llms.txt .\n\n```bash npx leadtype generate \\ --src . \\ --out public \\ --base-url https://docs.example.com ```","Quickstart\n\nInstall leadtype, run it against a docs folder, and inspect the four artifacts it produces.\n\nQuickstart\n\nInspect the output\n\nOpen public/llms.txt to see what an HTTP agent will see when you publish. Open public/docs/index.md to see what your authored MDX looks like once flattened — that's the same content the search index and the LLM bundles consume.\n\n``` public/ ├── llms.txt # routing index for agents └── docs/ ├── index.md # converted, agent-readable ├── llms.txt # docs-scoped routing index ├── llms-full.txt # all pages flattened ├── llms-full/ │ └── get-started.txt # per-leaf-group bundle ├── search-index.json # BM25 index └── search-content.json # chunk content store ```","Quickstart\n\nInstall leadtype, run it against a docs folder, and inspect the four artifacts it produces.\n\nQuickstart\n\nBundle for offline agents\n\nThe output above is for a website . To ship docs inside an npm package so coding agents reading from node modules/ find them, add --bundle That writes packages/my-package/AGENTS.md the offline-readable index, auto-discovered by Claude Code, Codex, Cursor, Copilot, etc. plus packages/my-package/docs/ .md . No llms.txt , no search index — those are website-only. See Bundle docs into a package for the full flow.\n\n```bash npx leadtype generate --bundle --src . --out packages/my-package ```","Quickstart\n\nInstall leadtype, run it against a docs folder, and inspect the four artifacts it produces.\n\nQuickstart\n\nWhat's next\n\nYou now have the four primitives. From here Wire it into a docs site Bundle docs into your package Understand the pipeline","CLI\n\nleadtype generate and leadtype lint — flags, exit codes, and JSON output.\n\nCLI\n\nTwo commands generate runs the full pipeline, lint validates content. Run leadtype help <command for inline usage.\n\n```bash leadtype <command> [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 <dir . Repo or root directory containing the docs folder. --docs-dir <dir docs Docs folder relative to --src . --out <dir public Output root. The pipeline writes to <out /llms.txt and <out /docs/ in site mode, or <out /AGENTS.md and <out /docs/ .md in bundle mode. --bundle off Bundle mode. Emits AGENTS.md and docs/ .md for offline agents. Skips llms.txt , llms-full , and the search index. --base-url <url — Base URL for absolute links in llms.txt . Site mode only; ignored in --bundle . --name <name from package.json name Product name written into the index file llms.txt or AGENTS.md . --summary <text from package.json description Product summary written into the index file. --include <glob none Docs-root-relative glob to include. Repeatable. Works in both modes. --exclude <glob none Docs-root-relative glob to exclude. Applied after --include . --enrich-git off Add lastModified and lastAuthor to frontmatter from git history. --format <fmt text text or json . JSON prints a single result object on stdout. --json — Alias for --format json .\n\n```bash leadtype generate [options] ```","CLI\n\nleadtype generate and leadtype lint — flags, exit codes, and JSON output.\n\nCLI\n\ngenerate\n\nd lastAuthor to frontmatter from git history. --format <fmt text text or json . JSON prints a single result object on stdout. --json — Alias for --format json . -h , --help — Print usage. Exit codes 0 success, 1 runtime error docs dir missing, unknown group, conversion error , 2 CLI usage error.","CLI\n\nleadtype generate and leadtype lint — flags, exit codes, and JSON output.\n\nCLI\n\ngenerate\n\nBundle mode\n\nWrites <out /AGENTS.md relative-link index, agent-discoverable plus <out /docs/ .md one per page, group subdirs preserved . Skips every URL-anchored artifact llms.txt , llms-full.txt , llms-full/ .txt , search-index.json , search-content.json — those are website-only. Use this for npm packages that ship docs alongside the published code; see Bundle docs into a package.\n\n```bash leadtype generate --bundle --src . --out packages/my-package ```","CLI\n\nleadtype generate and leadtype lint — flags, exit codes, and JSON output.\n\nCLI\n\ngenerate\n\nJSON output shape\n\n--json prints a single object describing what was generated. The shape varies by mode In --bundle mode, mode is \"bundle\" and files contains only agentsMd . Site-only fields search , llmsTxt , etc. are absent. Errors in JSON mode print \"error\" \"...\", ... to stderr.\n\n```json { \"mode\": \"site\", \"srcDir\": \"/abs/path/to/repo\", \"docsDir\": \"/abs/path/to/repo/docs\", \"outDir\": \"/abs/path/to/repo/public\", \"product\": { \"name\": \"...\", \"summary\": \"...\" }, \"groups\": [{ \"slug\": \"get-started\", \"title\": \"Get Started\" }], \"filters\": { \"include\": [], \"exclude\": [] }, \"files\": { \"llmsTxt\": \"/abs/path/.../public/llms.txt\", \"docsLlmsTxt\": \"/abs/path/.../public/docs/llms.txt\", \"docsLlmsFullTxt\": \"/abs/path/.../public/docs/llms-full.txt\", \"searchIndex\": \"/abs/path/.../public/docs/search-index.json\", \"searchContent\": \"/abs/path/.../public/docs/search-content.json\" }, \"search\": { /* index stats */ } } ```","CLI\n\nleadtype generate and leadtype lint — flags, exit codes, and JSON output.\n\nCLI\n\ngenerate\n\nGroup inference\n\nWhen docs.config.ts is not loaded explicitly the CLI runs without an importing script , groups are inferred from the union of group values across every page . The inferred groups become the section structure for llms.txt . To control the title/order of groups, run the pipeline from a script that imports docs.config.ts directly See LLM bundles for the rest of the script.\n\n```ts import { generateLlmsTxt } from \"leadtype/llm\"; import docsConfig from \"../docs/docs.config\"; await generateLlmsTxt({ srcDir: process.cwd(), outDir: \"public\", baseUrl: \"https://docs.example.com\", product: docsConfig.product, groups: docsConfig.groups, // titles + order honored }); ```","CLI\n\nleadtype generate and leadtype lint — flags, exit codes, and JSON output.\n\nCLI\n\nlint\n\nValidate frontmatter, meta.json , and internal links before generation runs. Flag Default Description -- -- -- srcDir content Source docs root. Equivalent to --src . --src <dir — Same as the positional. --changelog <dir — Subdirectory under srcDir validated against the changelog schema. --format <fmt pretty pretty , json , or github annotation format . --ignore <glob shared & node\\ modules defaults Glob to skip. Repeatable; passing any --ignore overrides defaults. --warn-unknown on Report unknown frontmatter and meta fields as warnings. --error-unknown off Report unknown fields as errors. --max-warnings <n unlimited Exit non-zero when warning count exceeds n . -h , --help — Print usage. Exit codes 0 no errors and warnings within budget, 1 lint errors or budget exceeded, 2 CLI usage error. Default ignored paths /shared/ , / shared/ , / partials/ , /node modules/ . Pass --ignore to extend each pass overrides the defaults — re-add what you need . See Lint reference for the full rule list, schema, and how to plug in custom Valibot schemas via the library API.\n\n```bash leadtype lint [srcDir] [options] ```","CLI\n\nleadtype generate and leadtype lint — flags, exit codes, and JSON output.\n\nCLI\n\nhelp\n\nShow usage\n\n```bash leadtype help # main usage leadtype help generate leadtype help lint ```","CLI\n\nleadtype generate and leadtype lint — flags, exit codes, and JSON output.\n\nCLI\n\nLibrary entry points\n\nThe CLI is a thin wrapper. Every command is also available as a TypeScript API for custom build scripts leadtype/convert — convertAllMdx , convertMdxToMarkdown , writeMdxFileAsMarkdown . leadtype/llm — generateLlmsTxt , generateLLMFullContextFiles , generateAgentsMd , resolveDocsNavigation . leadtype/search/node — generateDocsSearchFiles . leadtype/lint — lintDocs . leadtype/remark — defaultRemarkPlugins and individual plugins. Use the CLI for the happy path, the library entry points when you need custom plugin order, base URL precedence, or alternate output paths.","Convert\n\nMDX-to-markdown conversion APIs from leadtype/convert.\n\nConvert\n\nThe leadtype/convert entry point flattens MDX into clean markdown via the remark plugin stack. The CLI leadtype generate calls convertAllMdx internally — use these APIs directly when you need custom plugin order, in-memory output, or per-file control.\n\n```ts import { convertAllMdx, convertMdxToMarkdown, writeMdxFileAsMarkdown, } from \"leadtype/convert\"; ```","Convert\n\nMDX-to-markdown conversion APIs from leadtype/convert.\n\nConvert\n\nconvertAllMdx\n\nBatch convert a docs tree Option Description -- -- srcDir Root directory of .mdx files. outDir Destination for .md output. The directory structure mirrors srcDir . remarkPlugins Plugin array. Usually remarkInclude?, ...defaultRemarkPlugins . Order matters. enrichFrontmatterFromGit When true, adds lastModified and lastAuthor from git history. The function is concurrent — large trees process in parallel.\n\n```ts import { defaultRemarkPlugins, remarkInclude } from \"leadtype/remark\"; await convertAllMdx({ srcDir: \"docs\", outDir: \"public/docs\", remarkPlugins: [remarkInclude, ...defaultRemarkPlugins], enrichFrontmatterFromGit: true, }); ```","Convert\n\nMDX-to-markdown conversion APIs from leadtype/convert.\n\nConvert\n\nconvertMdxToMarkdown\n\nConvert one file in memory and get back the markdown plus parsed frontmatter Use this when you want to render the output yourself, validate it before writing, or feed it to another pipeline stage without touching disk.\n\n```ts const result = await convertMdxToMarkdown( \"docs/quickstart.mdx\", defaultRemarkPlugins, /* enrichFrontmatterFromGit */ false, ); console.log(result.markdown); console.log(result.frontmatter); ```","Convert\n\nMDX-to-markdown conversion APIs from leadtype/convert.\n\nConvert\n\nwriteMdxFileAsMarkdown\n\nConvert one file and write the output\n\n```ts await writeMdxFileAsMarkdown({ srcPath: \"docs/quickstart.mdx\", outPath: \"public/docs/quickstart.md\", remarkPlugins: defaultRemarkPlugins, }); ```","Convert\n\nMDX-to-markdown conversion APIs from leadtype/convert.\n\nConvert\n\nBehavior notes\n\nFrontmatter is preserved. YAML blocks at the top of the source .mdx survive into the output .md . Synthesized frontmatter. A page without frontmatter gets title and sometimes description inferred from the rendered markdown. Tables and Mermaid blocks are compacted after rendering so agent output stays clean. Conversion is concurrent — there is no global state.","Convert\n\nMDX-to-markdown conversion APIs from leadtype/convert.\n\nConvert\n\nPairing with remark plugins\n\nIn most setups, pair convertAllMdx with the default plugin stack and remarkInclude if your docs use partials Place remarkInclude before the defaults so includes expand into the source AST before component flattening sees them. See Remark plugins for the full stack and order rationale.\n\n```ts import { defaultRemarkPlugins, remarkInclude } from \"leadtype/remark\"; remarkPlugins: [remarkInclude, ...defaultRemarkPlugins]; ```","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nleadtype lint validates source MDX before generation. Run it in CI to fail PRs on schema and link issues before they reach a build. CLI flags are documented in the CLI reference — this page covers the rules, schemas, and library API.\n\n```ts import { lintDocs } from \"leadtype/lint\"; ```","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nRules\n\nGrouped by what they catch.","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nRules\n\nFrontmatter rules\n\nRule Severity Catches -- -- -- schema error Required field missing or wrong type. unknown-field warn default Top-level field not in the active schema. parse-error error YAML frontmatter or meta.json won't parse. unknown-field upgrades to error with --error-unknown . Treat parse-error as the highest priority — it blocks every other check.","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nRules\n\nContent / link rules\n\nRule Severity Catches -- -- -- invalid-link error A /docs/... link points to a route that doesn't exist. unresolved-placeholder error A docs URL still contains framework or similar. cross-framework-link error A framework-scoped page links to another framework's docs. Linting renders MDX through the default remark stack before walking links — same flattening the converter performs, so link checks see the final URLs.","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nLibrary API\n\nOption Description -- -- srcDir Required. Root of .md , .mdx , and meta.json files. changelogDir Subdirectory under srcDir validated against the changelog schema. ignore Glob patterns relative to srcDir . Defaults shown below. unknownFieldSeverity \"warn\" or \"error\" for fields outside the schema. Default \"warn\" . schemas.frontmatter Custom Valibot schema for docs page frontmatter. schemas.changelogFrontmatter Custom Valibot schema for changelog frontmatter. schemas.meta Custom Valibot schema for meta.json . Default ignore patterns /shared/ , / shared/ , / partials/ , /node modules/ .\n\n```ts import { lintDocs } from \"leadtype/lint\"; const result = await lintDocs({ srcDir: \"docs\", unknownFieldSeverity: \"error\", }); ```","Lint rules\n\nSchema, link, and navigation checks. CLI and library API.\n\nLint rules\n\nLibrary API\n\nResult shape\n\nRequired-field failures are reported as schema violations — that's the public rule for missing or invalid required fields.\n\n```ts type LintResult = { violations: Array<{ file: string; kind: \"frontmatter\" | \"changelog\" | \"meta\" | \"content\"; severity: \"error\" | \"warn\"; rule: | \"schema\" | \"unknown-field\" | \"parse-error\" | \"invalid-link\" | \"unresolved-placeholder\" | \"cross-framework-link\"; field?: string; message: string; }>; 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 three flavors of agent-facing index, all derived from the same docs source generateLlmsTxt — for hosted websites. Emits the /llms.txt convention with absolute URLs. generateLLMFullContextFiles — full-content topic bundles. Pairs with generateLlmsTxt . generateAgentsMd — for npm-bundled docs. Emits an AGENTS.md index with relative ./docs/<topic .md paths so the file works inside node modules/<pkg / . The CLI's default leadtype generate calls the first two; leadtype generate --bundle calls the third. Use these APIs directly when you need finer control.\n\n```ts import { generateAgentsMd, generateLLMFullContextFiles, generateLlmsTxt, resolveDocsNavigation, } from \"leadtype/llm\"; ```","LLM bundles\n\nGenerate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.\n\nLLM bundles\n\nWhat gets generated\n\nFile Purpose -- -- <out /llms.txt Top-level routing index. Product summary, best starting points, links to deeper bundles. <out /docs/llms.txt Docs-scoped routing index. Lists every group with descriptions and entry links. <out /docs/llms-full.txt All pages flattened into one file. Use for agents with very large context windows. <out /docs/llms-full/<leaf .txt One per leaf group. Topic-scoped full content for narrower context budgets. Only leaf groups no children get an llms-full/<leaf .txt . Non-leaf groups appear as headings inside the parent file.","LLM bundles\n\nGenerate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.\n\nLLM bundles\n\nExample llms.txt\n\n```txt # My Library > 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](https://docs.example.com/docs) - [Quickstart](https://docs.example.com/docs/quickstart) ## Get Started Five-minute happy path and the mental model. - [Quickstart](https://docs.example.com/docs/quickstart): Install and run the pipeline. - [How it works](https://docs.example.com/docs/how-it-works): The mental model. ## Reference CLI flags and conversion APIs. - [CLI](https://docs.example.com/docs/reference/cli): 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 reads from <outDir /docs/ , so always run conversion first.\n\n```ts import { convertAllMdx } from \"leadtype/convert\"; import { defaultRemarkPlugins, remarkInclude } from \"leadtype/remark\"; import { generateLLMFullContextFiles, generateLlmsTxt, } from \"leadtype/llm\"; await convertAllMdx({ srcDir: \"docs\", outDir: \"public/docs\", remarkPlugins: [remarkInclude, ...defaultRemarkPlugins], }); await generateLlmsTxt({ srcDir: \".\", outDir: \"public\", baseUrl: \"https://docs.example.com\", product: { name: \"My Library\", summary: \"A library that does one thing well.\", }, groups: docsConfig.groups, }); await generateLLMFullContextFiles({ outDir: \"public\", baseUrl: \"https://docs.example.com\", product: { name: \"My Library\" }, groups: docsConfig.groups, }); ```","LLM bundles\n\nGenerate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.\n\nLLM bundles\n\ngenerateAgentsMd\n\nFor npm-bundled docs that ship inside node modules/<pkg / and rely on filesystem auto-discovery Claude Code, Codex, Cursor, Copilot, etc. Writes <outDir /AGENTS.md singular, at the root with the same product summary and group structure as generateLlmsTxt , but every link is a relative path like ./docs/<segment /<slug .md instead of an absolute URL. Option Description -- -- srcDir Repo root containing the docs/ source. outDir Package root. AGENTS.md is written at <outDir /AGENTS.md . product Same ProductInfo shape as generateLlmsTxt . agentGuidance is intentionally ignored — it's written for the website's URL-routing flow and would mislead an offline agent. groups Group tree from docs.config.ts . Same shape as generateLlmsTxt . docsSubdir Subdirectory under outDir that holds the .md files. Default docs . Used as the relative-path prefix in every link. Returns outputPath string pointing at the written AGENTS.md .\n\n```ts import { generateAgentsMd } from \"leadtype/llm\"; await generateAgentsMd({ srcDir: \".\", outDir: \"packages/my-package\", product: docsConfig.product, groups: docsConfig.groups, }); ```","LLM bundles\n\nGenerate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading.\n\nLLM bundles\n\ngenerateAgentsMd\n\nExample output\n\nPair with convertAllMdx to produce the .md files the links resolve to. See Bundle docs into a package for the full flow.\n\n```md # My Library > 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 <Section containers. 5. remarkCalloutToMarkdown — <Callout → blockquote. 6. remarkCardsToMarkdown — <Cards → bulleted link list. 7. remarkDetailsToMarkdown — flatten <Details blocks. 8. remarkMermaidToMarkdown — <Mermaid → fenced mermaid block. 9. remarkCommandTabsToMarkdown — <CommandTabs → markdown table. 10. remarkStepsToMarkdown — <Steps → ordered list. 11. remarkTabsToMarkdown — <Tabs → bold heading per tab. 12. remarkTypeTableToMarkdown — <TypeTable and <ExtractedTypeTable → markdown table. 13. remarkAccordionToMarkdown — <Accordion → flattened sections open/closed state ignored . 14. remarkTopicSwitcherToMarkdown — <TopicSwitcher → labeled link list. 15. remarkExampleToMarkdown — <Example → fenced code block plus body.\n\n```mermaid `flowchart TB src[\"MDX (mdast)\"] ri[\"remarkRemoveImports\"] rj[\"remarkRemoveJsxComments\"] rd[\"remarkResolveDocPlaceholders\"] rs[\"remarkSectionToMarkdown\"] rc[\"remarkCalloutToMarkdown\"] rcd[\"remarkCardsToMarkdown\"] rdt[\"remarkDetailsToMarkdown\"] rm[\"remarkMermaidToMarkdown\"] rct[\"remarkCommandTabsToMarkdown\"] rst[\"remarkStepsToMarkdown\"] rt[\"remarkTabsToMarkdown\"] rtt[\"remarkTypeTableToMarkdown\"] ra[\"remarkAccordionToMarkdown\"] rts[\"remarkTopicSwitcherToMarkdown\"] re[\"remarkExampleToMarkdown\"] out[\"clean markdown\"] src --> 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<ExtractedTypeTable reads a TypeScript file at conversion time. When the file path is relative, the plugin needs a basePath to resolve from. Override the default plugin entry to pass options In your MDX, point at a local TypeScript file by path and the type by name At conversion time, the plugin reads the file, finds the named type, and emits a markdown table with one row per property. The rendered output is what ships in the converted .md and the llms-full bundles — no JSX, no client-side rendering needed.\n\n```ts import { defaultRemarkPlugins, remarkTypeTableToMarkdown, } from \"leadtype/remark\"; const remarkPlugins = [ ...defaultRemarkPlugins.filter((p) => p !== remarkTypeTableToMarkdown), [remarkTypeTableToMarkdown, { basePath: process.cwd() }], ]; ``` ```mdx <ExtractedTypeTable name=\"PipelineExampleOptions\" path=\"./src/types.ts\" /> ```","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 <TypeTable and want to skip its processing cost . If output looks wrong, read the converted .md first. The fix is almost never reordering — it's usually a custom plugin between two existing ones.","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nLeadtype builds a static, edge-safe search index over your docs at build time and exposes a runtime that queries it without touching a database. Source-grounded answer streaming layers on top via provider-specific entry points.","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nVocabulary\n\nChunk — a heading-aware slice of a page. Each chunk is a separate document in the index, so search results jump to the right section, not just the right page. BM25 — the ranking function. Titles weigh 4×, headings 2×, body 1×, code 0.35×. Tunable in the index generator. Index — search-index.json . Compact tuple format with term postings, document refs, and chunk refs. Content store — search-content.json . The actual chunk text, separated from the index so you can search without loading content, then read content lazily for excerpts and answers.","Search\n\nStatic search index, runtime helpers, and source-grounded answer streaming.\n\nSearch\n\nBuild-time indexing\n\nGenerate after MDX conversion The generator reads markdown under <outDir /docs/ and writes Splitting them keeps the index small load on every search while content stays cheap load on result hover or answer generation .\n\n```ts import { generateDocsSearchFiles } from \"leadtype/search/node\"; await generateDocsSearchFiles({ outDir: \"public\", baseUrl: \"https://docs.example.com\", }); ``` ``` <outDir>/docs/search-index.json <outDir>/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 7a67778..9b122d0 100644
--- a/apps/example/src/generated/docs-search-index.json
+++ b/apps/example/src/generated/docs-search-index.json
@@ -1 +1 @@
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diff --git a/apps/example/src/lib/docs.ts b/apps/example/src/lib/docs.ts
index e304d7f..75ae378 100644
--- a/apps/example/src/lib/docs.ts
+++ b/apps/example/src/lib/docs.ts
@@ -11,11 +11,6 @@ export interface NavigationRoute {
 
 /** Top-level header nav. */
 export const navigationRoutes: NavigationRoute[] = [
-  {
-    label: "Home",
-    to: "/",
-    description: "Developer dashboard for the package.",
-  },
   {
     label: "Docs",
     to: "/docs",
diff --git a/apps/example/src/routeTree.gen.ts b/apps/example/src/routeTree.gen.ts
index b3b99c8..53ad49c 100644
--- a/apps/example/src/routeTree.gen.ts
+++ b/apps/example/src/routeTree.gen.ts
@@ -14,15 +14,20 @@ import { Route as PlaygroundRouteImport } from './routes/playground'
 import { Route as DocsRouteRouteImport } from './routes/docs/route'
 import { Route as IndexRouteImport } from './routes/index'
 import { Route as DocsIndexRouteImport } from './routes/docs/index'
-import { Route as DocsSearchRouteImport } from './routes/docs/search'
-import { Route as DocsRemarkRouteImport } from './routes/docs/remark'
+import { Route as DocsQuickstartRouteImport } from './routes/docs/quickstart'
 import { Route as DocsMethodologyRouteImport } from './routes/docs/methodology'
-import { Route as DocsLlmRouteImport } from './routes/docs/llm'
-import { Route as DocsLintRouteImport } from './routes/docs/lint'
-import { Route as DocsConvertRouteImport } from './routes/docs/convert'
-import { Route as DocsComponentsRouteImport } from './routes/docs/components'
-import { Route as DocsGuidesConnectDocsSiteRouteImport } from './routes/docs/guides/connect-docs-site'
-import { Route as DocsGuidesBundlePackageDocsRouteImport } from './routes/docs/guides/bundle-package-docs'
+import { Route as DocsHowItWorksRouteImport } from './routes/docs/how-it-works'
+import { Route as DocsReferenceSearchRouteImport } from './routes/docs/reference/search'
+import { Route as DocsReferenceRemarkRouteImport } from './routes/docs/reference/remark'
+import { Route as DocsReferenceLlmRouteImport } from './routes/docs/reference/llm'
+import { Route as DocsReferenceLintRouteImport } from './routes/docs/reference/lint'
+import { Route as DocsReferenceConvertRouteImport } from './routes/docs/reference/convert'
+import { Route as DocsReferenceCliRouteImport } from './routes/docs/reference/cli'
+import { Route as DocsBuildValidateInCiRouteImport } from './routes/docs/build/validate-in-ci'
+import { Route as DocsBuildConnectDocsSiteRouteImport } from './routes/docs/build/connect-docs-site'
+import { Route as DocsBuildBundlePackageDocsRouteImport } from './routes/docs/build/bundle-package-docs'
+import { Route as DocsAuthoringFrontmatterRouteImport } from './routes/docs/authoring/frontmatter'
+import { Route as DocsAuthoringComponentsRouteImport } from './routes/docs/authoring/components'
 import { Route as ApiDocsSearchRouteImport } from './routes/api/docs/search'
 import { Route as ApiDocsAskRouteImport } from './routes/api/docs/ask'
 
@@ -51,14 +56,9 @@ const DocsIndexRoute = DocsIndexRouteImport.update({
   path: '/',
   getParentRoute: () => DocsRouteRoute,
 } as any)
-const DocsSearchRoute = DocsSearchRouteImport.update({
-  id: '/search',
-  path: '/search',
-  getParentRoute: () => DocsRouteRoute,
-} as any)
-const DocsRemarkRoute = DocsRemarkRouteImport.update({
-  id: '/remark',
-  path: '/remark',
+const DocsQuickstartRoute = DocsQuickstartRouteImport.update({
+  id: '/quickstart',
+  path: '/quickstart',
   getParentRoute: () => DocsRouteRoute,
 } as any)
 const DocsMethodologyRoute = DocsMethodologyRouteImport.update({
@@ -66,38 +66,69 @@ const DocsMethodologyRoute = DocsMethodologyRouteImport.update({
   path: '/methodology',
   getParentRoute: () => DocsRouteRoute,
 } as any)
-const DocsLlmRoute = DocsLlmRouteImport.update({
-  id: '/llm',
-  path: '/llm',
+const DocsHowItWorksRoute = DocsHowItWorksRouteImport.update({
+  id: '/how-it-works',
+  path: '/how-it-works',
+  getParentRoute: () => DocsRouteRoute,
+} as any)
+const DocsReferenceSearchRoute = DocsReferenceSearchRouteImport.update({
+  id: '/reference/search',
+  path: '/reference/search',
+  getParentRoute: () => DocsRouteRoute,
+} as any)
+const DocsReferenceRemarkRoute = DocsReferenceRemarkRouteImport.update({
+  id: '/reference/remark',
+  path: '/reference/remark',
   getParentRoute: () => DocsRouteRoute,
 } as any)
-const DocsLintRoute = DocsLintRouteImport.update({
-  id: '/lint',
-  path: '/lint',
+const DocsReferenceLlmRoute = DocsReferenceLlmRouteImport.update({
+  id: '/reference/llm',
+  path: '/reference/llm',
   getParentRoute: () => DocsRouteRoute,
 } as any)
-const DocsConvertRoute = DocsConvertRouteImport.update({
-  id: '/convert',
-  path: '/convert',
+const DocsReferenceLintRoute = DocsReferenceLintRouteImport.update({
+  id: '/reference/lint',
+  path: '/reference/lint',
   getParentRoute: () => DocsRouteRoute,
 } as any)
-const DocsComponentsRoute = DocsComponentsRouteImport.update({
-  id: '/components',
-  path: '/components',
+const DocsReferenceConvertRoute = DocsReferenceConvertRouteImport.update({
+  id: '/reference/convert',
+  path: '/reference/convert',
   getParentRoute: () => DocsRouteRoute,
 } as any)
-const DocsGuidesConnectDocsSiteRoute =
-  DocsGuidesConnectDocsSiteRouteImport.update({
-    id: '/guides/connect-docs-site',
-    path: '/guides/connect-docs-site',
+const DocsReferenceCliRoute = DocsReferenceCliRouteImport.update({
+  id: '/reference/cli',
+  path: '/reference/cli',
+  getParentRoute: () => DocsRouteRoute,
+} as any)
+const DocsBuildValidateInCiRoute = DocsBuildValidateInCiRouteImport.update({
+  id: '/build/validate-in-ci',
+  path: '/build/validate-in-ci',
+  getParentRoute: () => DocsRouteRoute,
+} as any)
+const DocsBuildConnectDocsSiteRoute =
+  DocsBuildConnectDocsSiteRouteImport.update({
+    id: '/build/connect-docs-site',
+    path: '/build/connect-docs-site',
     getParentRoute: () => DocsRouteRoute,
   } as any)
-const DocsGuidesBundlePackageDocsRoute =
-  DocsGuidesBundlePackageDocsRouteImport.update({
-    id: '/guides/bundle-package-docs',
-    path: '/guides/bundle-package-docs',
+const DocsBuildBundlePackageDocsRoute =
+  DocsBuildBundlePackageDocsRouteImport.update({
+    id: '/build/bundle-package-docs',
+    path: '/build/bundle-package-docs',
     getParentRoute: () => DocsRouteRoute,
   } as any)
+const DocsAuthoringFrontmatterRoute =
+  DocsAuthoringFrontmatterRouteImport.update({
+    id: '/authoring/frontmatter',
+    path: '/authoring/frontmatter',
+    getParentRoute: () => DocsRouteRoute,
+  } as any)
+const DocsAuthoringComponentsRoute = DocsAuthoringComponentsRouteImport.update({
+  id: '/authoring/components',
+  path: '/authoring/components',
+  getParentRoute: () => DocsRouteRoute,
+} as any)
 const ApiDocsSearchRoute = ApiDocsSearchRouteImport.update({
   id: '/api/docs/search',
   path: '/api/docs/search',
@@ -114,35 +145,45 @@ export interface FileRoutesByFullPath {
   '/docs': typeof DocsRouteRouteWithChildren
   '/playground': typeof PlaygroundRoute
   '/search': typeof SearchRoute
-  '/docs/components': typeof DocsComponentsRoute
-  '/docs/convert': typeof DocsConvertRoute
-  '/docs/lint': typeof DocsLintRoute
-  '/docs/llm': typeof DocsLlmRoute
+  '/docs/how-it-works': typeof DocsHowItWorksRoute
   '/docs/methodology': typeof DocsMethodologyRoute
-  '/docs/remark': typeof DocsRemarkRoute
-  '/docs/search': typeof DocsSearchRoute
+  '/docs/quickstart': typeof DocsQuickstartRoute
   '/docs/': typeof DocsIndexRoute
   '/api/docs/ask': typeof ApiDocsAskRoute
   '/api/docs/search': typeof ApiDocsSearchRoute
-  '/docs/guides/bundle-package-docs': typeof DocsGuidesBundlePackageDocsRoute
-  '/docs/guides/connect-docs-site': typeof DocsGuidesConnectDocsSiteRoute
+  '/docs/authoring/components': typeof DocsAuthoringComponentsRoute
+  '/docs/authoring/frontmatter': typeof DocsAuthoringFrontmatterRoute
+  '/docs/build/bundle-package-docs': typeof DocsBuildBundlePackageDocsRoute
+  '/docs/build/connect-docs-site': typeof DocsBuildConnectDocsSiteRoute
+  '/docs/build/validate-in-ci': typeof DocsBuildValidateInCiRoute
+  '/docs/reference/cli': typeof DocsReferenceCliRoute
+  '/docs/reference/convert': typeof DocsReferenceConvertRoute
+  '/docs/reference/lint': typeof DocsReferenceLintRoute
+  '/docs/reference/llm': typeof DocsReferenceLlmRoute
+  '/docs/reference/remark': typeof DocsReferenceRemarkRoute
+  '/docs/reference/search': typeof DocsReferenceSearchRoute
 }
 export interface FileRoutesByTo {
   '/': typeof IndexRoute
   '/playground': typeof PlaygroundRoute
   '/search': typeof SearchRoute
-  '/docs/components': typeof DocsComponentsRoute
-  '/docs/convert': typeof DocsConvertRoute
-  '/docs/lint': typeof DocsLintRoute
-  '/docs/llm': typeof DocsLlmRoute
+  '/docs/how-it-works': typeof DocsHowItWorksRoute
   '/docs/methodology': typeof DocsMethodologyRoute
-  '/docs/remark': typeof DocsRemarkRoute
-  '/docs/search': typeof DocsSearchRoute
+  '/docs/quickstart': typeof DocsQuickstartRoute
   '/docs': typeof DocsIndexRoute
   '/api/docs/ask': typeof ApiDocsAskRoute
   '/api/docs/search': typeof ApiDocsSearchRoute
-  '/docs/guides/bundle-package-docs': typeof DocsGuidesBundlePackageDocsRoute
-  '/docs/guides/connect-docs-site': typeof DocsGuidesConnectDocsSiteRoute
+  '/docs/authoring/components': typeof DocsAuthoringComponentsRoute
+  '/docs/authoring/frontmatter': typeof DocsAuthoringFrontmatterRoute
+  '/docs/build/bundle-package-docs': typeof DocsBuildBundlePackageDocsRoute
+  '/docs/build/connect-docs-site': typeof DocsBuildConnectDocsSiteRoute
+  '/docs/build/validate-in-ci': typeof DocsBuildValidateInCiRoute
+  '/docs/reference/cli': typeof DocsReferenceCliRoute
+  '/docs/reference/convert': typeof DocsReferenceConvertRoute
+  '/docs/reference/lint': typeof DocsReferenceLintRoute
+  '/docs/reference/llm': typeof DocsReferenceLlmRoute
+  '/docs/reference/remark': typeof DocsReferenceRemarkRoute
+  '/docs/reference/search': typeof DocsReferenceSearchRoute
 }
 export interface FileRoutesById {
   __root__: typeof rootRouteImport
@@ -150,18 +191,23 @@ export interface FileRoutesById {
   '/docs': typeof DocsRouteRouteWithChildren
   '/playground': typeof PlaygroundRoute
   '/search': typeof SearchRoute
-  '/docs/components': typeof DocsComponentsRoute
-  '/docs/convert': typeof DocsConvertRoute
-  '/docs/lint': typeof DocsLintRoute
-  '/docs/llm': typeof DocsLlmRoute
+  '/docs/how-it-works': typeof DocsHowItWorksRoute
   '/docs/methodology': typeof DocsMethodologyRoute
-  '/docs/remark': typeof DocsRemarkRoute
-  '/docs/search': typeof DocsSearchRoute
+  '/docs/quickstart': typeof DocsQuickstartRoute
   '/docs/': typeof DocsIndexRoute
   '/api/docs/ask': typeof ApiDocsAskRoute
   '/api/docs/search': typeof ApiDocsSearchRoute
-  '/docs/guides/bundle-package-docs': typeof DocsGuidesBundlePackageDocsRoute
-  '/docs/guides/connect-docs-site': typeof DocsGuidesConnectDocsSiteRoute
+  '/docs/authoring/components': typeof DocsAuthoringComponentsRoute
+  '/docs/authoring/frontmatter': typeof DocsAuthoringFrontmatterRoute
+  '/docs/build/bundle-package-docs': typeof DocsBuildBundlePackageDocsRoute
+  '/docs/build/connect-docs-site': typeof DocsBuildConnectDocsSiteRoute
+  '/docs/build/validate-in-ci': typeof DocsBuildValidateInCiRoute
+  '/docs/reference/cli': typeof DocsReferenceCliRoute
+  '/docs/reference/convert': typeof DocsReferenceConvertRoute
+  '/docs/reference/lint': typeof DocsReferenceLintRoute
+  '/docs/reference/llm': typeof DocsReferenceLlmRoute
+  '/docs/reference/remark': typeof DocsReferenceRemarkRoute
+  '/docs/reference/search': typeof DocsReferenceSearchRoute
 }
 export interface FileRouteTypes {
   fileRoutesByFullPath: FileRoutesByFullPath
@@ -170,53 +216,68 @@ export interface FileRouteTypes {
     | '/docs'
     | '/playground'
     | '/search'
-    | '/docs/components'
-    | '/docs/convert'
-    | '/docs/lint'
-    | '/docs/llm'
+    | '/docs/how-it-works'
     | '/docs/methodology'
-    | '/docs/remark'
-    | '/docs/search'
+    | '/docs/quickstart'
     | '/docs/'
     | '/api/docs/ask'
     | '/api/docs/search'
-    | '/docs/guides/bundle-package-docs'
-    | '/docs/guides/connect-docs-site'
+    | '/docs/authoring/components'
+    | '/docs/authoring/frontmatter'
+    | '/docs/build/bundle-package-docs'
+    | '/docs/build/connect-docs-site'
+    | '/docs/build/validate-in-ci'
+    | '/docs/reference/cli'
+    | '/docs/reference/convert'
+    | '/docs/reference/lint'
+    | '/docs/reference/llm'
+    | '/docs/reference/remark'
+    | '/docs/reference/search'
   fileRoutesByTo: FileRoutesByTo
   to:
     | '/'
     | '/playground'
     | '/search'
-    | '/docs/components'
-    | '/docs/convert'
-    | '/docs/lint'
-    | '/docs/llm'
+    | '/docs/how-it-works'
     | '/docs/methodology'
-    | '/docs/remark'
-    | '/docs/search'
+    | '/docs/quickstart'
     | '/docs'
     | '/api/docs/ask'
     | '/api/docs/search'
-    | '/docs/guides/bundle-package-docs'
-    | '/docs/guides/connect-docs-site'
+    | '/docs/authoring/components'
+    | '/docs/authoring/frontmatter'
+    | '/docs/build/bundle-package-docs'
+    | '/docs/build/connect-docs-site'
+    | '/docs/build/validate-in-ci'
+    | '/docs/reference/cli'
+    | '/docs/reference/convert'
+    | '/docs/reference/lint'
+    | '/docs/reference/llm'
+    | '/docs/reference/remark'
+    | '/docs/reference/search'
   id:
     | '__root__'
     | '/'
     | '/docs'
     | '/playground'
     | '/search'
-    | '/docs/components'
-    | '/docs/convert'
-    | '/docs/lint'
-    | '/docs/llm'
+    | '/docs/how-it-works'
     | '/docs/methodology'
-    | '/docs/remark'
-    | '/docs/search'
+    | '/docs/quickstart'
     | '/docs/'
     | '/api/docs/ask'
     | '/api/docs/search'
-    | '/docs/guides/bundle-package-docs'
-    | '/docs/guides/connect-docs-site'
+    | '/docs/authoring/components'
+    | '/docs/authoring/frontmatter'
+    | '/docs/build/bundle-package-docs'
+    | '/docs/build/connect-docs-site'
+    | '/docs/build/validate-in-ci'
+    | '/docs/reference/cli'
+    | '/docs/reference/convert'
+    | '/docs/reference/lint'
+    | '/docs/reference/llm'
+    | '/docs/reference/remark'
+    | '/docs/reference/search'
   fileRoutesById: FileRoutesById
 }
 export interface RootRouteChildren {
@@ -265,18 +326,11 @@ declare module '@tanstack/react-router' {
       preLoaderRoute: typeof DocsIndexRouteImport
       parentRoute: typeof DocsRouteRoute
     }
-    '/docs/search': {
-      id: '/docs/search'
-      path: '/search'
-      fullPath: '/docs/search'
-      preLoaderRoute: typeof DocsSearchRouteImport
-      parentRoute: typeof DocsRouteRoute
-    }
-    '/docs/remark': {
-      id: '/docs/remark'
-      path: '/remark'
-      fullPath: '/docs/remark'
-      preLoaderRoute: typeof DocsRemarkRouteImport
+    '/docs/quickstart': {
+      id: '/docs/quickstart'
+      path: '/quickstart'
+      fullPath: '/docs/quickstart'
+      preLoaderRoute: typeof DocsQuickstartRouteImport
       parentRoute: typeof DocsRouteRoute
     }
     '/docs/methodology': {
@@ -286,46 +340,88 @@ declare module '@tanstack/react-router' {
       preLoaderRoute: typeof DocsMethodologyRouteImport
       parentRoute: typeof DocsRouteRoute
     }
-    '/docs/llm': {
-      id: '/docs/llm'
-      path: '/llm'
-      fullPath: '/docs/llm'
-      preLoaderRoute: typeof DocsLlmRouteImport
+    '/docs/how-it-works': {
+      id: '/docs/how-it-works'
+      path: '/how-it-works'
+      fullPath: '/docs/how-it-works'
+      preLoaderRoute: typeof DocsHowItWorksRouteImport
+      parentRoute: typeof DocsRouteRoute
+    }
+    '/docs/reference/search': {
+      id: '/docs/reference/search'
+      path: '/reference/search'
+      fullPath: '/docs/reference/search'
+      preLoaderRoute: typeof DocsReferenceSearchRouteImport
+      parentRoute: typeof DocsRouteRoute
+    }
+    '/docs/reference/remark': {
+      id: '/docs/reference/remark'
+      path: '/reference/remark'
+      fullPath: '/docs/reference/remark'
+      preLoaderRoute: typeof DocsReferenceRemarkRouteImport
+      parentRoute: typeof DocsRouteRoute
+    }
+    '/docs/reference/llm': {
+      id: '/docs/reference/llm'
+      path: '/reference/llm'
+      fullPath: '/docs/reference/llm'
+      preLoaderRoute: typeof DocsReferenceLlmRouteImport
+      parentRoute: typeof DocsRouteRoute
+    }
+    '/docs/reference/lint': {
+      id: '/docs/reference/lint'
+      path: '/reference/lint'
+      fullPath: '/docs/reference/lint'
+      preLoaderRoute: typeof DocsReferenceLintRouteImport
+      parentRoute: typeof DocsRouteRoute
+    }
+    '/docs/reference/convert': {
+      id: '/docs/reference/convert'
+      path: '/reference/convert'
+      fullPath: '/docs/reference/convert'
+      preLoaderRoute: typeof DocsReferenceConvertRouteImport
+      parentRoute: typeof DocsRouteRoute
+    }
+    '/docs/reference/cli': {
+      id: '/docs/reference/cli'
+      path: '/reference/cli'
+      fullPath: '/docs/reference/cli'
+      preLoaderRoute: typeof DocsReferenceCliRouteImport
       parentRoute: typeof DocsRouteRoute
     }
-    '/docs/lint': {
-      id: '/docs/lint'
-      path: '/lint'
-      fullPath: '/docs/lint'
-      preLoaderRoute: typeof DocsLintRouteImport
+    '/docs/build/validate-in-ci': {
+      id: '/docs/build/validate-in-ci'
+      path: '/build/validate-in-ci'
+      fullPath: '/docs/build/validate-in-ci'
+      preLoaderRoute: typeof DocsBuildValidateInCiRouteImport
       parentRoute: typeof DocsRouteRoute
     }
-    '/docs/convert': {
-      id: '/docs/convert'
-      path: '/convert'
-      fullPath: '/docs/convert'
-      preLoaderRoute: typeof DocsConvertRouteImport
+    '/docs/build/connect-docs-site': {
+      id: '/docs/build/connect-docs-site'
+      path: '/build/connect-docs-site'
+      fullPath: '/docs/build/connect-docs-site'
+      preLoaderRoute: typeof DocsBuildConnectDocsSiteRouteImport
       parentRoute: typeof DocsRouteRoute
     }
-    '/docs/components': {
-      id: '/docs/components'
-      path: '/components'
-      fullPath: '/docs/components'
-      preLoaderRoute: typeof DocsComponentsRouteImport
+    '/docs/build/bundle-package-docs': {
+      id: '/docs/build/bundle-package-docs'
+      path: '/build/bundle-package-docs'
+      fullPath: '/docs/build/bundle-package-docs'
+      preLoaderRoute: typeof DocsBuildBundlePackageDocsRouteImport
       parentRoute: typeof DocsRouteRoute
     }
-    '/docs/guides/connect-docs-site': {
-      id: '/docs/guides/connect-docs-site'
-      path: '/guides/connect-docs-site'
-      fullPath: '/docs/guides/connect-docs-site'
-      preLoaderRoute: typeof DocsGuidesConnectDocsSiteRouteImport
+    '/docs/authoring/frontmatter': {
+      id: '/docs/authoring/frontmatter'
+      path: '/authoring/frontmatter'
+      fullPath: '/docs/authoring/frontmatter'
+      preLoaderRoute: typeof DocsAuthoringFrontmatterRouteImport
       parentRoute: typeof DocsRouteRoute
     }
-    '/docs/guides/bundle-package-docs': {
-      id: '/docs/guides/bundle-package-docs'
-      path: '/guides/bundle-package-docs'
-      fullPath: '/docs/guides/bundle-package-docs'
-      preLoaderRoute: typeof DocsGuidesBundlePackageDocsRouteImport
+    '/docs/authoring/components': {
+      id: '/docs/authoring/components'
+      path: '/authoring/components'
+      fullPath: '/docs/authoring/components'
+      preLoaderRoute: typeof DocsAuthoringComponentsRouteImport
       parentRoute: typeof DocsRouteRoute
     }
     '/api/docs/search': {
@@ -346,29 +442,39 @@ declare module '@tanstack/react-router' {
 }
 
 interface DocsRouteRouteChildren {
-  DocsComponentsRoute: typeof DocsComponentsRoute
-  DocsConvertRoute: typeof DocsConvertRoute
-  DocsLintRoute: typeof DocsLintRoute
-  DocsLlmRoute: typeof DocsLlmRoute
+  DocsHowItWorksRoute: typeof DocsHowItWorksRoute
   DocsMethodologyRoute: typeof DocsMethodologyRoute
-  DocsRemarkRoute: typeof DocsRemarkRoute
-  DocsSearchRoute: typeof DocsSearchRoute
+  DocsQuickstartRoute: typeof DocsQuickstartRoute
   DocsIndexRoute: typeof DocsIndexRoute
-  DocsGuidesBundlePackageDocsRoute: typeof DocsGuidesBundlePackageDocsRoute
-  DocsGuidesConnectDocsSiteRoute: typeof DocsGuidesConnectDocsSiteRoute
+  DocsAuthoringComponentsRoute: typeof DocsAuthoringComponentsRoute
+  DocsAuthoringFrontmatterRoute: typeof DocsAuthoringFrontmatterRoute
+  DocsBuildBundlePackageDocsRoute: typeof DocsBuildBundlePackageDocsRoute
+  DocsBuildConnectDocsSiteRoute: typeof DocsBuildConnectDocsSiteRoute
+  DocsBuildValidateInCiRoute: typeof DocsBuildValidateInCiRoute
+  DocsReferenceCliRoute: typeof DocsReferenceCliRoute
+  DocsReferenceConvertRoute: typeof DocsReferenceConvertRoute
+  DocsReferenceLintRoute: typeof DocsReferenceLintRoute
+  DocsReferenceLlmRoute: typeof DocsReferenceLlmRoute
+  DocsReferenceRemarkRoute: typeof DocsReferenceRemarkRoute
+  DocsReferenceSearchRoute: typeof DocsReferenceSearchRoute
 }
 
 const DocsRouteRouteChildren: DocsRouteRouteChildren = {
-  DocsComponentsRoute: DocsComponentsRoute,
-  DocsConvertRoute: DocsConvertRoute,
-  DocsLintRoute: DocsLintRoute,
-  DocsLlmRoute: DocsLlmRoute,
+  DocsHowItWorksRoute: DocsHowItWorksRoute,
   DocsMethodologyRoute: DocsMethodologyRoute,
-  DocsRemarkRoute: DocsRemarkRoute,
-  DocsSearchRoute: DocsSearchRoute,
+  DocsQuickstartRoute: DocsQuickstartRoute,
   DocsIndexRoute: DocsIndexRoute,
-  DocsGuidesBundlePackageDocsRoute: DocsGuidesBundlePackageDocsRoute,
-  DocsGuidesConnectDocsSiteRoute: DocsGuidesConnectDocsSiteRoute,
+  DocsAuthoringComponentsRoute: DocsAuthoringComponentsRoute,
+  DocsAuthoringFrontmatterRoute: DocsAuthoringFrontmatterRoute,
+  DocsBuildBundlePackageDocsRoute: DocsBuildBundlePackageDocsRoute,
+  DocsBuildConnectDocsSiteRoute: DocsBuildConnectDocsSiteRoute,
+  DocsBuildValidateInCiRoute: DocsBuildValidateInCiRoute,
+  DocsReferenceCliRoute: DocsReferenceCliRoute,
+  DocsReferenceConvertRoute: DocsReferenceConvertRoute,
+  DocsReferenceLintRoute: DocsReferenceLintRoute,
+  DocsReferenceLlmRoute: DocsReferenceLlmRoute,
+  DocsReferenceRemarkRoute: DocsReferenceRemarkRoute,
+  DocsReferenceSearchRoute: DocsReferenceSearchRoute,
 }
 
 const DocsRouteRouteWithChildren = DocsRouteRoute._addFileChildren(
diff --git a/apps/example/src/router.tsx b/apps/example/src/router.tsx
index c9e36a6..33bc06c 100644
--- a/apps/example/src/router.tsx
+++ b/apps/example/src/router.tsx
@@ -1,4 +1,5 @@
 import { createRouter as createTanStackRouter } from "@tanstack/react-router";
+import { NotFound } from "./components/not-found";
 import { routeTree } from "./routeTree.gen";
 
 export function getRouter() {
@@ -6,6 +7,7 @@ export function getRouter() {
     routeTree,
     defaultPreload: "intent",
     defaultPreloadStaleTime: 0,
+    defaultNotFoundComponent: NotFound,
     scrollRestoration: true,
   });
 }
diff --git a/apps/example/src/routes/__root.tsx b/apps/example/src/routes/__root.tsx
index ef6a5da..10d9af4 100644
--- a/apps/example/src/routes/__root.tsx
+++ b/apps/example/src/routes/__root.tsx
@@ -6,6 +6,7 @@ import {
   useRouterState,
 } from "@tanstack/react-router";
 import { type ReactNode, useEffect } from "react";
+import { NotFound } from "@/components/not-found";
 import { useMDXComponents } from "@/mdx-components";
 import appCss from "../styles.css?url";
 
@@ -30,6 +31,7 @@ export const Route = createRootRoute({
     ],
     links: [{ rel: "stylesheet", href: appCss }],
   }),
+  notFoundComponent: NotFound,
   shellComponent: RootDocument,
 });
 
diff --git a/apps/example/src/routes/docs/components.tsx b/apps/example/src/routes/docs/authoring/components.tsx
similarity index 53%
rename from apps/example/src/routes/docs/components.tsx
rename to apps/example/src/routes/docs/authoring/components.tsx
index 86be51a..1534375 100644
--- a/apps/example/src/routes/docs/components.tsx
+++ b/apps/example/src/routes/docs/authoring/components.tsx
@@ -1,9 +1,9 @@
 "use client";
 
 import { createFileRoute } from "@tanstack/react-router";
-import ComponentsDoc from "../../../../../docs/components.mdx";
+import ComponentsDoc from "../../../../../../docs/authoring/components.mdx";
 
-export const Route = createFileRoute("/docs/components")({
+export const Route = createFileRoute("/docs/authoring/components")({
   component: ComponentsRoute,
 });
 
diff --git a/apps/example/src/routes/docs/authoring/frontmatter.tsx b/apps/example/src/routes/docs/authoring/frontmatter.tsx
new file mode 100644
index 0000000..886ff1f
--- /dev/null
+++ b/apps/example/src/routes/docs/authoring/frontmatter.tsx
@@ -0,0 +1,12 @@
+"use client";
+
+import { createFileRoute } from "@tanstack/react-router";
+import FrontmatterDoc from "../../../../../../docs/authoring/frontmatter.mdx";
+
+export const Route = createFileRoute("/docs/authoring/frontmatter")({
+  component: FrontmatterRoute,
+});
+
+function FrontmatterRoute() {
+  return <FrontmatterDoc />;
+}
diff --git a/apps/example/src/routes/docs/guides/bundle-package-docs.tsx b/apps/example/src/routes/docs/build/bundle-package-docs.tsx
similarity index 53%
rename from apps/example/src/routes/docs/guides/bundle-package-docs.tsx
rename to apps/example/src/routes/docs/build/bundle-package-docs.tsx
index 0784d81..9ddf3e5 100644
--- a/apps/example/src/routes/docs/guides/bundle-package-docs.tsx
+++ b/apps/example/src/routes/docs/build/bundle-package-docs.tsx
@@ -1,9 +1,9 @@
 "use client";
 
 import { createFileRoute } from "@tanstack/react-router";
-import BundlePackageDocsDoc from "../../../../../../docs/guides/bundle-package-docs.mdx";
+import BundlePackageDocsDoc from "../../../../../../docs/build/bundle-package-docs.mdx";
 
-export const Route = createFileRoute("/docs/guides/bundle-package-docs")({
+export const Route = createFileRoute("/docs/build/bundle-package-docs")({
   component: BundlePackageDocsRoute,
 });
 
diff --git a/apps/example/src/routes/docs/guides/connect-docs-site.tsx b/apps/example/src/routes/docs/build/connect-docs-site.tsx
similarity index 53%
rename from apps/example/src/routes/docs/guides/connect-docs-site.tsx
rename to apps/example/src/routes/docs/build/connect-docs-site.tsx
index dbd9bcf..2398254 100644
--- a/apps/example/src/routes/docs/guides/connect-docs-site.tsx
+++ b/apps/example/src/routes/docs/build/connect-docs-site.tsx
@@ -1,9 +1,9 @@
 "use client";
 
 import { createFileRoute } from "@tanstack/react-router";
-import ConnectDocsSiteDoc from "../../../../../../docs/guides/connect-docs-site.mdx";
+import ConnectDocsSiteDoc from "../../../../../../docs/build/connect-docs-site.mdx";
 
-export const Route = createFileRoute("/docs/guides/connect-docs-site")({
+export const Route = createFileRoute("/docs/build/connect-docs-site")({
   component: ConnectDocsSiteRoute,
 });
 
diff --git a/apps/example/src/routes/docs/build/validate-in-ci.tsx b/apps/example/src/routes/docs/build/validate-in-ci.tsx
new file mode 100644
index 0000000..085283c
--- /dev/null
+++ b/apps/example/src/routes/docs/build/validate-in-ci.tsx
@@ -0,0 +1,12 @@
+"use client";
+
+import { createFileRoute } from "@tanstack/react-router";
+import ValidateInCiDoc from "../../../../../../docs/build/validate-in-ci.mdx";
+
+export const Route = createFileRoute("/docs/build/validate-in-ci")({
+  component: ValidateInCiRoute,
+});
+
+function ValidateInCiRoute() {
+  return <ValidateInCiDoc />;
+}
diff --git a/apps/example/src/routes/docs/how-it-works.tsx b/apps/example/src/routes/docs/how-it-works.tsx
new file mode 100644
index 0000000..d4b3e0b
--- /dev/null
+++ b/apps/example/src/routes/docs/how-it-works.tsx
@@ -0,0 +1,12 @@
+"use client";
+
+import { createFileRoute } from "@tanstack/react-router";
+import HowItWorksDoc from "../../../../../docs/how-it-works.mdx";
+
+export const Route = createFileRoute("/docs/how-it-works")({
+  component: HowItWorksRoute,
+});
+
+function HowItWorksRoute() {
+  return <HowItWorksDoc />;
+}
diff --git a/apps/example/src/routes/docs/quickstart.tsx b/apps/example/src/routes/docs/quickstart.tsx
new file mode 100644
index 0000000..d8dbaff
--- /dev/null
+++ b/apps/example/src/routes/docs/quickstart.tsx
@@ -0,0 +1,12 @@
+"use client";
+
+import { createFileRoute } from "@tanstack/react-router";
+import QuickstartDoc from "../../../../../docs/quickstart.mdx";
+
+export const Route = createFileRoute("/docs/quickstart")({
+  component: QuickstartRoute,
+});
+
+function QuickstartRoute() {
+  return <QuickstartDoc />;
+}
diff --git a/apps/example/src/routes/docs/reference/cli.tsx b/apps/example/src/routes/docs/reference/cli.tsx
new file mode 100644
index 0000000..e0f37dd
--- /dev/null
+++ b/apps/example/src/routes/docs/reference/cli.tsx
@@ -0,0 +1,12 @@
+"use client";
+
+import { createFileRoute } from "@tanstack/react-router";
+import CliDoc from "../../../../../../docs/reference/cli.mdx";
+
+export const Route = createFileRoute("/docs/reference/cli")({
+  component: CliRoute,
+});
+
+function CliRoute() {
+  return <CliDoc />;
+}
diff --git a/apps/example/src/routes/docs/convert.tsx b/apps/example/src/routes/docs/reference/convert.tsx
similarity index 53%
rename from apps/example/src/routes/docs/convert.tsx
rename to apps/example/src/routes/docs/reference/convert.tsx
index 11a8516..23e5d99 100644
--- a/apps/example/src/routes/docs/convert.tsx
+++ b/apps/example/src/routes/docs/reference/convert.tsx
@@ -1,9 +1,9 @@
 "use client";
 
 import { createFileRoute } from "@tanstack/react-router";
-import ConvertDoc from "../../../../../docs/convert.mdx";
+import ConvertDoc from "../../../../../../docs/reference/convert.mdx";
 
-export const Route = createFileRoute("/docs/convert")({
+export const Route = createFileRoute("/docs/reference/convert")({
   component: ConvertRoute,
 });
 
diff --git a/apps/example/src/routes/docs/lint.tsx b/apps/example/src/routes/docs/reference/lint.tsx
similarity index 53%
rename from apps/example/src/routes/docs/lint.tsx
rename to apps/example/src/routes/docs/reference/lint.tsx
index 56fd03e..974f9b5 100644
--- a/apps/example/src/routes/docs/lint.tsx
+++ b/apps/example/src/routes/docs/reference/lint.tsx
@@ -1,9 +1,9 @@
 "use client";
 
 import { createFileRoute } from "@tanstack/react-router";
-import LintDoc from "../../../../../docs/lint.mdx";
+import LintDoc from "../../../../../../docs/reference/lint.mdx";
 
-export const Route = createFileRoute("/docs/lint")({
+export const Route = createFileRoute("/docs/reference/lint")({
   component: LintRoute,
 });
 
diff --git a/apps/example/src/routes/docs/llm.tsx b/apps/example/src/routes/docs/reference/llm.tsx
similarity index 54%
rename from apps/example/src/routes/docs/llm.tsx
rename to apps/example/src/routes/docs/reference/llm.tsx
index 9c07b98..c1cce70 100644
--- a/apps/example/src/routes/docs/llm.tsx
+++ b/apps/example/src/routes/docs/reference/llm.tsx
@@ -1,9 +1,9 @@
 "use client";
 
-import LlmDoc from "@docs/llm.mdx";
 import { createFileRoute } from "@tanstack/react-router";
+import LlmDoc from "../../../../../../docs/reference/llm.mdx";
 
-export const Route = createFileRoute("/docs/llm")({
+export const Route = createFileRoute("/docs/reference/llm")({
   component: LlmRoute,
 });
 
diff --git a/apps/example/src/routes/docs/remark.tsx b/apps/example/src/routes/docs/reference/remark.tsx
similarity index 53%
rename from apps/example/src/routes/docs/remark.tsx
rename to apps/example/src/routes/docs/reference/remark.tsx
index f649300..8ec1f46 100644
--- a/apps/example/src/routes/docs/remark.tsx
+++ b/apps/example/src/routes/docs/reference/remark.tsx
@@ -1,9 +1,9 @@
 "use client";
 
 import { createFileRoute } from "@tanstack/react-router";
-import RemarkDoc from "../../../../../docs/remark.mdx";
+import RemarkDoc from "../../../../../../docs/reference/remark.mdx";
 
-export const Route = createFileRoute("/docs/remark")({
+export const Route = createFileRoute("/docs/reference/remark")({
   component: RemarkRoute,
 });
 
diff --git a/apps/example/src/routes/docs/reference/search.tsx b/apps/example/src/routes/docs/reference/search.tsx
new file mode 100644
index 0000000..10b749a
--- /dev/null
+++ b/apps/example/src/routes/docs/reference/search.tsx
@@ -0,0 +1,12 @@
+"use client";
+
+import { createFileRoute } from "@tanstack/react-router";
+import SearchDoc from "../../../../../../docs/reference/search.mdx";
+
+export const Route = createFileRoute("/docs/reference/search")({
+  component: SearchRoute,
+});
+
+function SearchRoute() {
+  return <SearchDoc />;
+}
diff --git a/apps/example/src/routes/docs/search.tsx b/apps/example/src/routes/docs/search.tsx
deleted file mode 100644
index bdf81d9..0000000
--- a/apps/example/src/routes/docs/search.tsx
+++ /dev/null
@@ -1,12 +0,0 @@
-"use client";
-
-import { createFileRoute } from "@tanstack/react-router";
-import SearchDoc from "../../../../../docs/search.mdx";
-
-export const Route = createFileRoute("/docs/search")({
-  component: SearchDocsRoute,
-});
-
-function SearchDocsRoute() {
-  return <SearchDoc />;
-}
diff --git a/apps/example/src/routes/index.tsx b/apps/example/src/routes/index.tsx
index 93be2bf..4d24d35 100644
--- a/apps/example/src/routes/index.tsx
+++ b/apps/example/src/routes/index.tsx
@@ -1,142 +1,7 @@
-import { createFileRoute, Link } from "@tanstack/react-router";
-import { ComponentMatrix } from "@/components/component-matrix";
-import { SiteFooter } from "@/components/site-footer";
-import { SiteHeader } from "@/components/site-header";
-import { navigationRoutes, packageSurfaces } from "@/lib/docs";
-
-const START_ROUTE_PATHS = new Set(["/docs", "/playground", "/search"]);
+import { createFileRoute, redirect } from "@tanstack/react-router";
 
 export const Route = createFileRoute("/")({
-  component: HomeRoute,
+  beforeLoad: () => {
+    throw redirect({ to: "/docs" });
+  },
 });
-
-function HomeRoute() {
-  const startRoutes = navigationRoutes.filter((route) =>
-    START_ROUTE_PATHS.has(route.to)
-  );
-
-  return (
-    <div className="flex min-h-svh flex-col">
-      <SiteHeader />
-      <main className="mx-auto flex w-full max-w-7xl flex-1 flex-col gap-8 px-4 py-7 sm:px-6">
-        <section className="grid gap-6 border-border border-b pb-8 lg:grid-cols-[minmax(280px,0.8fr)_minmax(460px,1.1fr)]">
-          <div className="max-w-2xl space-y-4">
-            <p className="font-medium text-accent-strong text-sm">
-              Runtime docs, pipeline fixtures, and search demos
-            </p>
-            <h1 className="font-heading font-medium text-3xl text-foreground tracking-tight sm:text-4xl">
-              Build docs with Leadtype
-            </h1>
-            <p className="max-w-xl text-muted-foreground text-sm leading-7">
-              Framework-neutral MDX conversion, LLM bundles, docs linting, and
-              static search. This app owns its MDX components while rendering
-              the package docs and keeping integration paths easy to test.
-            </p>
-            <div className="grid gap-2 sm:grid-cols-3 lg:grid-cols-1 xl:grid-cols-3">
-              {startRoutes.map((route) => (
-                <Link
-                  className="rounded-lg border border-border bg-card px-3 py-2.5 transition-colors hover:bg-secondary"
-                  key={route.to}
-                  to={route.to}
-                >
-                  <span className="block font-medium text-sm">
-                    {route.label}
-                  </span>
-                  <span className="mt-1 block text-muted-foreground text-xs leading-5">
-                    {route.description}
-                  </span>
-                </Link>
-              ))}
-            </div>
-          </div>
-          <div className="self-start rounded-lg border border-border bg-card p-5">
-            <div className="flex flex-wrap items-start justify-between gap-3">
-              <div className="space-y-1">
-                <p className="font-medium text-base text-foreground">
-                  Implementation contract
-                </p>
-                <p className="max-w-xl text-muted-foreground text-sm leading-6">
-                  Define the MDX component map in the docs app and spread it
-                  into your MDX provider. The package owns conversion and
-                  generation, not prebuilt UI.
-                </p>
-              </div>
-              <Link
-                className="rounded-md bg-primary px-3 py-2 font-medium text-primary-foreground text-sm transition-opacity hover:opacity-90"
-                to="/docs"
-              >
-                Open docs
-              </Link>
-            </div>
-            <pre className="mt-4 overflow-x-auto rounded-lg border border-border bg-secondary p-4 text-foreground text-sm">
-              <code>{`import { mdxComponents } from "@/components/docs-mdx";
-
-export const components = {
-  ...mdxComponents,
-};`}</code>
-            </pre>
-          </div>
-        </section>
-
-        <section className="space-y-4">
-          <div className="max-w-2xl space-y-2">
-            <h2 className="font-heading font-medium text-2xl text-foreground tracking-tight">
-              Package surfaces
-            </h2>
-            <p className="text-muted-foreground text-sm leading-6">
-              The demo documents every public entry point so consumers can pick
-              the smallest import path for their implementation.
-            </p>
-          </div>
-          <div className="overflow-x-auto rounded-lg border border-border">
-            <table className="w-full border-collapse text-left text-sm">
-              <thead className="bg-secondary">
-                <tr>
-                  <th className="min-w-56 px-4 py-3 font-medium">Import</th>
-                  <th className="min-w-32 px-4 py-3 font-medium">Use</th>
-                  <th className="min-w-96 px-4 py-3 font-medium">
-                    Description
-                  </th>
-                </tr>
-              </thead>
-              <tbody>
-                {packageSurfaces.map((surface) => (
-                  <tr
-                    className="border-border border-t align-top"
-                    key={surface.importPath}
-                  >
-                    <td className="px-4 py-3 font-mono text-foreground text-sm">
-                      {surface.importPath}
-                    </td>
-                    <td className="px-4 py-3">
-                      <span className="rounded-md bg-secondary px-2 py-1 font-medium text-xs">
-                        {surface.lifecycle}
-                      </span>
-                    </td>
-                    <td className="px-4 py-3 text-muted-foreground">
-                      {surface.description}
-                    </td>
-                  </tr>
-                ))}
-              </tbody>
-            </table>
-          </div>
-        </section>
-
-        <section className="space-y-4">
-          <div className="max-w-2xl space-y-2">
-            <h2 className="font-heading font-medium text-2xl text-foreground tracking-tight">
-              Smoke coverage
-            </h2>
-            <p className="text-muted-foreground text-sm leading-6">
-              The app is also a regression harness for server rendering,
-              hydration, conversion, generated search data, and agent docs.
-            </p>
-          </div>
-          <ComponentMatrix />
-        </section>
-      </main>
-      <SiteFooter />
-    </div>
-  );
-}
diff --git a/apps/example/src/styles.css b/apps/example/src/styles.css
index c19cac6..00f1df2 100644
--- a/apps/example/src/styles.css
+++ b/apps/example/src/styles.css
@@ -82,7 +82,7 @@
 .docs-prose h1,
 .docs-prose h2,
 .docs-prose h3,
-.docs-prose h4 {
+.docs-prose h4:not([data-leadtype-step-title]) {
   @apply font-heading font-medium tracking-tight text-foreground;
 }
 
@@ -112,11 +112,11 @@
   @apply list-disc pl-6;
 }
 
-.docs-prose ol {
+.docs-prose ol:not([data-leadtype-steps]) {
   @apply list-decimal pl-6;
 }
 
-.docs-prose li {
+.docs-prose li:not([data-leadtype-step]) {
   @apply my-2 marker:text-muted-foreground/60;
 }
 
@@ -251,19 +251,39 @@
 }
 
 [data-leadtype-steps] {
-  @apply my-6 space-y-4 pl-6;
+  counter-reset: leadtype-step;
+  @apply my-8 list-none p-0;
 }
 
 [data-leadtype-step] {
-  @apply rounded-lg border border-border bg-card p-4;
+  counter-increment: leadtype-step;
+  @apply relative pb-8 pl-12 last:pb-0;
+}
+
+[data-leadtype-step]::before {
+  content: counter(leadtype-step);
+  @apply absolute left-0 top-0 flex h-8 w-8 items-center justify-center rounded-full border border-border bg-background text-xs font-semibold tabular-nums text-foreground;
+}
+
+[data-leadtype-step]:not(:last-child)::after {
+  content: "";
+  @apply absolute bottom-0 left-4 top-8 w-px bg-border;
 }
 
 [data-leadtype-step-title] {
-  @apply m-0 text-base font-semibold text-foreground;
+  @apply m-0 font-heading text-[15px] font-semibold leading-8 tracking-tight text-foreground;
 }
 
 [data-leadtype-step-content] {
-  @apply mt-3 text-sm leading-7 text-muted-foreground;
+  @apply mt-1 text-sm leading-7 text-muted-foreground;
+}
+
+[data-leadtype-step-content] > :first-child {
+  @apply mt-0;
+}
+
+[data-leadtype-step-content] > :last-child {
+  @apply mb-0;
 }
 
 [data-leadtype-tabs] {
@@ -399,8 +419,17 @@
 }
 
 [data-leadtype-mermaid] {
-  font-family: var(--font-mono);
-  @apply my-6 overflow-x-auto rounded-lg border border-border bg-secondary px-4 py-4 text-sm;
+  @apply my-6;
+}
+
+[data-leadtype-mermaid] [data-streamdown="mermaid-block"] {
+  @apply my-0;
+}
+
+[data-leadtype-mermaid]
+  [data-streamdown="mermaid-block"]
+  > div:has(> [data-streamdown="mermaid"]) {
+  @apply rounded-none border-none bg-transparent;
 }
 
 [data-leadtype-type-table],
diff --git a/apps/example/vite.config.ts b/apps/example/vite.config.ts
index d94236b..bc4dcb6 100644
--- a/apps/example/vite.config.ts
+++ b/apps/example/vite.config.ts
@@ -6,7 +6,7 @@ import type { Root } from "mdast";
 import { nitro } from "nitro/vite";
 import remarkFrontmatter from "remark-frontmatter";
 import remarkGfm from "remark-gfm";
-import { defineConfig, searchForWorkspaceRoot } from "vite";
+import { defineConfig, type PluginOption, searchForWorkspaceRoot } from "vite";
 import viteTsConfigPaths from "vite-tsconfig-paths";
 
 function stripYamlFrontmatter() {
@@ -20,13 +20,108 @@ function stripYamlFrontmatter() {
   };
 }
 
+const MARKDOWN_ACCEPT_PATTERN = /text\/(markdown|plain)/i;
+const HTML_ACCEPT_PATTERN = /text\/html/i;
+const MARKDOWN_Q_PATTERN = /text\/(markdown|plain)\s*;?\s*q=/i;
+const TRAILING_SLASH_PATTERN = /\/$/;
+const TEXT_CONTENT_TYPE_PATTERN = /^text\/(markdown|plain)/i;
+const CHARSET_PATTERN = /charset=/i;
+
+function rewriteToMarkdown(
+  url: string,
+  accept: string | undefined
+): string | null {
+  if (!accept) {
+    return null;
+  }
+  const pathname = url.split("?")[0] ?? url;
+  if (pathname.endsWith(".md")) {
+    return null;
+  }
+  if (!(pathname === "/docs" || pathname.startsWith("/docs/"))) {
+    return null;
+  }
+  if (!MARKDOWN_ACCEPT_PATTERN.test(accept)) {
+    return null;
+  }
+  if (HTML_ACCEPT_PATTERN.test(accept) && !MARKDOWN_Q_PATTERN.test(accept)) {
+    // Browsers send `text/html,application/xhtml+xml,...` — never serve markdown to them.
+    return null;
+  }
+  const target =
+    pathname === "/docs"
+      ? "/docs/index.md"
+      : `${pathname.replace(TRAILING_SLASH_PATTERN, "")}.md`;
+  return (
+    target + (url.length > pathname.length ? url.slice(pathname.length) : "")
+  );
+}
+
+type SetHeader = (name: string, value: number | string | string[]) => unknown;
+interface Res {
+  setHeader: SetHeader;
+}
+
+function forceUtf8OnTextResponses(res: Res) {
+  const original = res.setHeader.bind(res);
+  res.setHeader = (name, value) => {
+    if (
+      typeof name === "string" &&
+      name.toLowerCase() === "content-type" &&
+      typeof value === "string" &&
+      TEXT_CONTENT_TYPE_PATTERN.test(value) &&
+      !CHARSET_PATTERN.test(value)
+    ) {
+      return original(name, `${value}; charset=utf-8`);
+    }
+    return original(name, value);
+  };
+}
+
+function markdownNegotiation(): PluginOption {
+  const middleware = (
+    req: {
+      url?: string;
+      headers: Record<string, string | string[] | undefined>;
+    },
+    res: Res,
+    next: () => void
+  ) => {
+    if (!req.url) {
+      next();
+      return;
+    }
+    forceUtf8OnTextResponses(res);
+    const acceptHeader = req.headers.accept;
+    const accept = Array.isArray(acceptHeader)
+      ? acceptHeader.join(",")
+      : acceptHeader;
+    const rewritten = rewriteToMarkdown(req.url, accept);
+    if (rewritten) {
+      req.url = rewritten;
+    }
+    next();
+  };
+  return {
+    name: "leadtype:markdown-negotiation",
+    configureServer(server) {
+      server.middlewares.use(middleware);
+    },
+    configurePreviewServer(server) {
+      server.middlewares.use(middleware);
+    },
+  };
+}
+
 export default defineConfig({
   server: {
+    allowedHosts: [".localhost"],
     fs: {
       allow: [searchForWorkspaceRoot(process.cwd())],
     },
   },
   plugins: [
+    markdownNegotiation(),
     nitro(),
     viteTsConfigPaths({
       projects: ["./tsconfig.json"],
diff --git a/biome.jsonc b/biome.jsonc
index 05e05fd..ce57ff0 100644
--- a/biome.jsonc
+++ b/biome.jsonc
@@ -34,6 +34,24 @@
           }
         }
       }
+    },
+    {
+      // Custom AI SDK eval harness. Fixture files use the EVAL.ts /
+      // PROMPT.md naming convention; eval tests are short, ad-hoc
+      // assertions over a transcript JSON, so useTopLevelRegex /
+      // useConsistentTypeDefinitions don't earn their lint cost here.
+      "includes": ["evals/**"],
+      "linter": {
+        "rules": {
+          "performance": {
+            "useTopLevelRegex": "off"
+          },
+          "style": {
+            "useConsistentTypeDefinitions": "off",
+            "useFilenamingConvention": "off"
+          }
+        }
+      }
     }
   ]
 }
diff --git a/bun.lock b/bun.lock
index 0d13c36..633e2d9 100644
--- a/bun.lock
+++ b/bun.lock
@@ -27,6 +27,7 @@
         "@mdx-js/react": "^3.1.1",
         "@radix-ui/react-separator": "^1.1.7",
         "@radix-ui/react-slot": "^1.2.3",
+        "@streamdown/mermaid": "^1.0.2",
         "@tanstack/react-router": "^1.167.4",
         "@tanstack/react-start": "^1.166.15",
         "ai": "^6.0.168",
@@ -501,6 +502,8 @@
 
     "@standard-schema/spec": ["@standard-schema/spec@1.1.0", "", {}, "sha512-l2aFy5jALhniG5HgqrD6jXLi/rUWrKvqN/qJx6yoJsgKhblVd+iqqU4RCXavm/jPityDo5TCvKMnpjKnOriy0w=="],
 
+    "@streamdown/mermaid": ["@streamdown/mermaid@1.0.2", "", { "dependencies": { "mermaid": "^11.12.2" }, "peerDependencies": { "react": "^18.0.0 || ^19.0.0" } }, "sha512-Fr/4sBWnAeSnxM3PcrV/+DiZe5oPMq9gOkUIAH7ZauJeuwrZ/DVzD4g0zlav6AH0axh2m/sOfrfLtY5aLT7niw=="],
+
     "@tailwindcss/node": ["@tailwindcss/node@4.2.4", "", { "dependencies": { "@jridgewell/remapping": "^2.3.5", "enhanced-resolve": "^5.19.0", "jiti": "^2.6.1", "lightningcss": "1.32.0", "magic-string": "^0.30.21", "source-map-js": "^1.2.1", "tailwindcss": "4.2.4" } }, "sha512-Ai7+yQPxz3ddrDQzFfBKdHEVBg0w3Zl83jnjuwxnZOsnH9pGn93QHQtpU0p/8rYWxvbFZHneni6p1BSLK4DkGA=="],
 
     "@tailwindcss/oxide": ["@tailwindcss/oxide@4.2.4", "", { "optionalDependencies": { "@tailwindcss/oxide-android-arm64": "4.2.4", "@tailwindcss/oxide-darwin-arm64": "4.2.4", "@tailwindcss/oxide-darwin-x64": "4.2.4", "@tailwindcss/oxide-freebsd-x64": "4.2.4", "@tailwindcss/oxide-linux-arm-gnueabihf": "4.2.4", "@tailwindcss/oxide-linux-arm64-gnu": "4.2.4", "@tailwindcss/oxide-linux-arm64-musl": "4.2.4", "@tailwindcss/oxide-linux-x64-gnu": "4.2.4", "@tailwindcss/oxide-linux-x64-musl": "4.2.4", "@tailwindcss/oxide-wasm32-wasi": "4.2.4", "@tailwindcss/oxide-win32-arm64-msvc": "4.2.4", "@tailwindcss/oxide-win32-x64-msvc": "4.2.4" } }, "sha512-9El/iI069DKDSXwTvB9J4BwdO5JhRrOweGaK25taBAvBXyXqJAX+Jqdvs8r8gKpsI/1m0LeJLyQYTf/WLrBT1Q=="],
diff --git a/docs/authoring/components.mdx b/docs/authoring/components.mdx
new file mode 100644
index 0000000..5d33886
--- /dev/null
+++ b/docs/authoring/components.mdx
@@ -0,0 +1,246 @@
+---
+title: "Components"
+description: "MDX components the pipeline knows how to flatten into agent-readable markdown."
+group: authoring
+---
+
+# Components
+
+Leadtype 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.
+
+## Why flatten at all?
+
+Interactive MDX components like `<Tabs>` or `<Callout>` render fine in a browser but do nothing for an agent reading raw text. *Flattening* converts each component into a portable markdown equivalent at conversion time:
+
+- A `<Callout>` becomes a blockquote.
+- A `<Tabs>` becomes a stack of bold headings, one per tab.
+- A `<TypeTable>` becomes a markdown table.
+- A `<Mermaid>` becomes a fenced ` ```mermaid ` block — the diagram source survives so other tooling can render it.
+
+This means the same content reaches three audiences (humans, agents, search) without you maintaining two copies.
+
+## The naming contract
+
+The remark pipeline recognizes these names. If your components use the same names, flattening Just Works:
+
+`Accordion`, `AccordionItem`, `Callout`, `Card`, `Cards`, `CommandTabs`, `Details`, `Example`, `ExtractedTypeTable`, `Mermaid`, `Section`, `Selector`, `Step`, `Steps`, `Tab`, `Tabs`, `TopicSwitcher`, `TypeTable`.
+
+If your app uses different names, you have two options: rename to match, or add a custom remark plugin that maps your names back to the contract above.
+
+```tsx
+import { mdxComponents } from "@/components/docs-mdx";
+
+const components = {
+  ...mdxComponents,
+};
+```
+
+## Component reference
+
+Each section below shows the authored MDX and a live render. Switch to the agent view (the robot icon in the example app header) to see the flattened markdown side-by-side.
+
+### Callout
+
+Wraps supporting context, warnings, or tips. Variants change styling but flatten identically into a blockquote.
+
+```tsx
+<Callout title="Heads up" variant="info">
+  Body content goes here.
+</Callout>
+```
+
+<Callout title="Heads up" variant="info">
+  Callouts wrap supporting context, warnings, or tips. The remark pipeline flattens them into blockquotes so agents still see the content.
+</Callout>
+
+<Callout title="Don't do this" variant="warning">
+  Variants like `warning`, `success`, `error`, and `tip` change the styling but flatten identically.
+</Callout>
+
+### Cards
+
+A grid of short, linked entry points. Flattens to a bullet list of links.
+
+```tsx
+<Cards>
+  <Card title="Convert" description="Turn MDX into agent-friendly markdown." href="/docs/reference/convert" />
+</Cards>
+```
+
+<Cards>
+  <Card title="Convert" description="Turn MDX into agent-friendly markdown." href="/docs/reference/convert" />
+  <Card title="Remark" description="The plugin set that flattens components." href="/docs/reference/remark" />
+  <Card title="Search" description="Static index plus runtime helpers." href="/docs/reference/search" />
+</Cards>
+
+### Steps
+
+Numbered walkthroughs. Flattens to an ordered list with bold step titles.
+
+```tsx
+<Steps>
+  <Step title="Author docs in MDX">Use the components in this list.</Step>
+  <Step title="Run the conversion">`leadtype generate` writes flattened markdown.</Step>
+</Steps>
+```
+
+<Steps>
+  <Step title="Author docs in MDX">
+    Use the components in this list as authoring affordances.
+  </Step>
+  <Step title="Run the conversion">
+    `leadtype generate` writes flattened markdown to `public/docs/`.
+  </Step>
+  <Step title="Serve both formats">
+    HTML for humans, `.md` for agents — same URL, content negotiated by the `Accept` header.
+  </Step>
+</Steps>
+
+### Tabs
+
+Group equivalent content. Flattens to bold headings followed by content so agents do not need a JSX-aware renderer to read every variant.
+
+```tsx
+<Tabs items={["TanStack Start", "Next.js", "Vite"]}>
+  <Tab value="tanstack-start">…</Tab>
+  <Tab value="next-js">…</Tab>
+  <Tab value="vite">…</Tab>
+</Tabs>
+```
+
+<Tabs items={["TanStack Start", "Next.js", "Vite"]}>
+  <Tab value="tanstack-start">
+    Use a Vite middleware (dev/preview) and a Nitro middleware (prod) to negotiate the `Accept` header.
+  </Tab>
+  <Tab value="next-js">
+    Wire content negotiation in middleware.ts and serve `.md` from a route handler.
+  </Tab>
+  <Tab value="vite">
+    A `configureServer` middleware is enough for static deployments where `.md` files live in `public/`.
+  </Tab>
+</Tabs>
+
+### CommandTabs
+
+Package-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.
+
+```tsx
+<CommandTabs command="leadtype" mode="install" />
+<CommandTabs command="leadtype lint" mode="run" />
+<CommandTabs
+  commands={{ npm: "npm install leadtype", pnpm: "pnpm add leadtype" }}
+  defaultManager="pnpm"
+/>
+```
+
+<CommandTabs command="leadtype" mode="install" />
+
+<CommandTabs command="leadtype lint" mode="run" />
+
+### Accordion
+
+Collapsible details for secondary content. Flattening ignores open/closed state and emits every item — accordions are not a place to hide content from agents.
+
+```tsx
+<Accordion>
+  <AccordionItem title="When should I use accordions?">
+    Use them for supporting details and optional reference material.
+  </AccordionItem>
+</Accordion>
+```
+
+<Accordion>
+  <AccordionItem title="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.
+  </AccordionItem>
+  <AccordionItem title="Are accordions a good place to hide content from LLMs?">
+    No. Conversion ignores the open/closed state and emits everything inside.
+  </AccordionItem>
+</Accordion>
+
+### TopicSwitcher
+
+Navigation across equivalent docs topics — frameworks, SDKs, runtimes, deployment targets, product areas. Reader-facing only; it does not automatically read LLM topic config.
+
+```tsx
+<TopicSwitcher
+  label="Framework"
+  activeValue="react"
+  items={[
+    { value: "react", label: "React", href: "/docs/frameworks/react" },
+    { value: "vue", label: "Vue", href: "/docs/frameworks/vue" },
+  ]}
+/>
+```
+
+<TopicSwitcher
+  label="Framework"
+  activeValue="react"
+  items={[
+    { value: "react", label: "React", href: "/docs/authoring/components", description: "React integration" },
+    { value: "vue", label: "Vue", href: "/docs/authoring/components", description: "Vue integration" },
+    { value: "svelte", label: "Svelte", href: "/docs/authoring/components", description: "Svelte integration" },
+  ]}
+/>
+
+### TypeTable and ExtractedTypeTable
+
+`TypeTable` 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.
+
+```tsx
+<TypeTable
+  properties={{
+    title: { type: "string", required: true, description: "Heading rendered above the body." },
+    variant: { type: "CalloutVariant", default: "info", description: "Visual treatment." },
+  }}
+/>
+```
+
+<TypeTable
+  properties={{
+    title: { type: "string", required: true, description: "Heading rendered above the callout body." },
+    variant: { type: "CalloutVariant", default: "info", description: "Visual treatment for the callout." },
+    deprecated: { type: "boolean", default: "false", description: "Marks the row as deprecated.", deprecated: true },
+  }}
+/>
+
+### Example
+
+Data-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.
+
+```tsx
+<Example
+  title="Render MDX"
+  description="Preview the output and inspect the source."
+  filename="mdx-components.tsx"
+  language="tsx"
+  code={`import { mdxComponents } from "@/components/docs-mdx";`}
+>
+  <Callout title="Runtime components" variant="success">
+    The host app owns styling and runtime components while leadtype owns conversion.
+  </Callout>
+</Example>
+```
+
+### Mermaid
+
+Diagrams 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.
+
+```tsx
+<Mermaid chart={`graph LR
+  MDX -->|remark| Markdown
+  Markdown -->|llms.txt| Agents`} />
+```
+
+<Mermaid chart={`graph LR
+  MDX -->|remark| Markdown
+  Markdown -->|search index| API
+  Markdown -->|llms.txt| Agents`} />
+
+## Guidelines
+
+- Keep runtime components in your docs app. Leadtype stays out of UI.
+- Keep component names stable. Renaming `<Callout>` breaks the flattening contract until you add a remark plugin to remap.
+- For agent output quality, read the converted `.md` files first and only edit components or plugin order if the markdown actually looks wrong.
diff --git a/docs/authoring/frontmatter.mdx b/docs/authoring/frontmatter.mdx
new file mode 100644
index 0000000..1b3ce98
--- /dev/null
+++ b/docs/authoring/frontmatter.mdx
@@ -0,0 +1,109 @@
+---
+title: "Frontmatter"
+description: "Required fields, group semantics, and how authored MDX becomes a navigation tree."
+group: authoring
+---
+
+# Frontmatter
+
+Every page is a `.mdx` file with a YAML frontmatter block. Leadtype reads three things from it: what the page is, where it lives in the nav, and how to lint it.
+
+## Minimum
+
+```mdx
+---
+title: "Connect a docs site"
+description: "Wire leadtype into a docs app build."
+group: build
+---
+```
+
+- `title` — required. Non-empty string. Renders as the page heading and as the entry text in `llms.txt` and the sidebar.
+- `description` — optional but recommended. Becomes the routing hint in `llms.txt`. If omitted, the converter synthesizes one from the body during conversion (see [convert behavior](/docs/reference/convert)).
+- `group` — optional. Slug of a group declared in `docs.config.ts`. Pages without a group are excluded from the nav and from `llms-full/*.txt`.
+
+## How groups become a nav tree
+
+Each page declares a single group slug. Each group is declared once in `docs.config.ts`. The intersection produces the nav tree, the section headings in `llms.txt`, and the per-leaf `llms-full/<slug>.txt` files.
+
+<Mermaid chart={`flowchart LR
+  cfg["docs.config.ts<br/>groups: [authoring, build, reference]"]
+  page1["page A<br/>group: authoring"]
+  page2["page B<br/>group: build"]
+  page3["page C<br/>group: build"]
+  resolver["group resolver"]
+  nav["navigation tree"]
+  llms["llms.txt sections"]
+  full["llms-full/build.txt<br/>llms-full/authoring.txt"]
+  cfg --> resolver
+  page1 --> resolver
+  page2 --> resolver
+  page3 --> resolver
+  resolver --> nav
+  resolver --> llms
+  resolver --> full`} />
+
+If a page declares a group slug that isn't in `docs.config.ts`, the build fails with `unknown group "<slug>"`. Same source of truth, no drift.
+
+### Nested groups
+
+Declare children in the config to build deeper trees:
+
+```ts
+{
+  slug: "build",
+  title: "Build",
+  children: [
+    { slug: "bundle-package-docs", title: "Bundle a package" },
+    { slug: "connect-docs-site", title: "Connect a docs site" },
+  ],
+}
+```
+
+A page sets `group: bundle-package-docs` and lands in that nested slot. Only **leaf** groups (no children) get an `llms-full/<slug>.txt` file — non-leaves are headings only.
+
+## Optional fields
+
+The default lint schema also accepts:
+
+<TypeTable
+  properties={{
+    icon: { type: "string", description: "Icon name resolved by your sidebar component." },
+    deprecated: { type: "boolean", description: "Marks the page as deprecated in nav and search." },
+    deprecatedReason: { type: "string", description: "Short message paired with deprecated." },
+    experimental: { type: "boolean", description: "Marks the page as experimental." },
+    canary: { type: "boolean", description: "Hides from stable channels." },
+    new: { type: "boolean", description: "Highlights the page as recently added." },
+    draft: { type: "boolean", description: "Excludes from generation entirely." },
+    tags: { type: "string[]", description: "Free-form tags for search facets." },
+    availableIn: { type: "Array<{ framework, url?, title? }>", description: "Cross-framework availability map for TopicSwitcher pages." },
+    full: { type: "boolean", description: "Forces the page into the full-context bundle even when normally excluded." },
+  }}
+/>
+
+`lastModified` and `lastAuthor` are filled in automatically when you pass `--enrich-git` to the CLI. Don't author them by hand.
+
+## Lint rules
+
+`leadtype lint` enforces the schema, so violations surface in CI before they reach a build. The relevant rules:
+
+- `schema` — a required field is missing or has the wrong type.
+- `unknown-field` — a top-level field isn't in the schema (warn by default; `--error-unknown` to fail).
+- `parse-error` — frontmatter or `meta.json` doesn't parse.
+- `invalid-link` — a `/docs/...` link points to a route that doesn't exist.
+- `unresolved-placeholder` — a doc URL still contains an unresolved `{framework}` placeholder.
+- `cross-framework-link` — a framework-scoped page links to another framework's docs.
+
+See [Lint rules](/docs/reference/lint) for the full reference and how to extend the schema.
+
+## What this gives you
+
+Once frontmatter is consistent, the rest of the pipeline works without per-page configuration. The same `group:` value drives:
+
+- The sidebar position
+- The `llms.txt` section
+- The `llms-full/<group>.txt` bundle
+- The search filtering UI (if you build one)
+- Cross-framework link checks in lint
+
+One field, one source of truth.
diff --git a/docs/build/bundle-package-docs.mdx b/docs/build/bundle-package-docs.mdx
new file mode 100644
index 0000000..8e4dbe7
--- /dev/null
+++ b/docs/build/bundle-package-docs.mdx
@@ -0,0 +1,178 @@
+---
+title: "Bundle docs into a package"
+description: "Ship agent-readable docs inside an npm tarball — AGENTS.md at the package root plus per-topic .md files."
+group: build
+---
+
+# Bundle docs into a package
+
+Use this path when **you publish a library on npm** and want coding agents, IDEs, and CLI tooling to read your docs without hitting the network. Run `leadtype generate --bundle` at prepack time, include the output in your published `files`, and every install ships **`AGENTS.md` + per-topic markdown** that the 25+ tools supporting [agents.md](https://agents.md) auto-discover.
+
+The website is for humans. The package-bundled docs are for everyone else.
+
+## The flow
+
+<Mermaid chart={`flowchart LR
+  src["docs/*.mdx<br/>(your repo)"]
+  cli["leadtype generate --bundle<br/>--out packages/&lt;name&gt;"]
+  bundle["packages/&lt;name&gt;/<br/>AGENTS.md<br/>docs/*.md"]
+  publish["npm publish"]
+  install["npm install &lt;name&gt;"]
+  consume["node_modules/&lt;name&gt;/<br/>AGENTS.md → docs/*.md<br/>read by Claude Code, Codex,<br/>Cursor, Copilot, …"]
+  src --> cli
+  cli --> bundle
+  bundle --> publish
+  publish --> install
+  install --> consume`} />
+
+## Why AGENTS.md, not llms.txt?
+
+[`llms.txt`](https://llmstxt.org) 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/<pkg>/llms.txt` anyway.
+
+[`AGENTS.md`](https://agents.md) is the **filesystem convention** that solves this. Tools like Claude Code, OpenAI Codex, Cursor, GitHub Copilot, Aider, Devin, and others auto-read `AGENTS.md` when working in a repo. Nested `AGENTS.md` files are also supported — "the closest one wins" — so an `AGENTS.md` inside `node_modules/<your-package>/` is the natural place to tell agents about your library.
+
+leadtype emits both — `llms.txt` in [website mode](/docs/build/connect-docs-site) for HTTP-discoverable agents, and `AGENTS.md` in `--bundle` mode for offline filesystem-discoverable agents.
+
+## Generate into the package
+
+```bash
+npx leadtype generate \
+  --bundle \
+  --src . \
+  --out packages/my-package \
+  --name "my-package" \
+  --summary "Docs for my-package."
+```
+
+This writes:
+
+```
+packages/my-package/
+├── AGENTS.md          # offline-readable index — agent's entry point
+└── docs/
+    ├── index.md
+    ├── quickstart.md
+    └── …              # one .md per source page, group subdirs preserved
+```
+
+Every link inside `AGENTS.md` is a relative path like `./docs/quickstart.md` so the file is meaningful both at `packages/my-package/AGENTS.md` (during local dev) and at `node_modules/my-package/AGENTS.md` (after install).
+
+`--bundle` skips `llms.txt`, `llms-full*`, and the search index — those are website artifacts that don't make sense offline.
+
+## Filter to package-specific docs
+
+A monorepo with one shared `docs/` and many packages should bundle only the slice each package owns. Use `--include` (repeatable) and `--exclude`:
+
+```bash
+npx leadtype generate \
+  --bundle \
+  --src . \
+  --out packages/react \
+  --name "@c15t/react" \
+  --include "frameworks/react/**" \
+  --include "shared/**" \
+  --exclude "**/internal/**"
+```
+
+Filters are explicit. If the package needs shared overview pages, list them too. `--exclude` is applied after `--include`.
+
+## Include in the published tarball
+
+Add `AGENTS.md` and `docs` to `files` and run generation as a build or prepack step:
+
+```json
+{
+  "files": ["dist", "docs", "AGENTS.md", "README.md"],
+  "scripts": {
+    "build": "tsup && npx leadtype generate --bundle --src ../.. --out ."
+  }
+}
+```
+
+If you need full control over plugin order or custom validation, run the library APIs directly from a script:
+
+```ts
+// scripts/generate-docs.ts
+import { rm } from "node:fs/promises";
+import { convertAllMdx } from "leadtype/convert";
+import { generateAgentsMd, resolveDocsNavigation } from "leadtype/llm";
+import { defaultRemarkPlugins } from "leadtype/remark";
+import docsConfig from "../../../docs/docs.config";
+
+const REPO_ROOT = `${process.cwd()}/../..`;
+const PACKAGE_ROOT = process.cwd();
+
+await rm(`${PACKAGE_ROOT}/docs`, { recursive: true, force: true });
+await rm(`${PACKAGE_ROOT}/AGENTS.md`, { force: true });
+
+await convertAllMdx({
+  srcDir: `${REPO_ROOT}/docs`,
+  outDir: `${PACKAGE_ROOT}/docs`,
+  remarkPlugins: defaultRemarkPlugins,
+});
+
+// Fail fast on unknown groups so a bad config can't ship.
+const navigation = await resolveDocsNavigation({
+  srcDir: REPO_ROOT,
+  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);
+}
+
+await generateAgentsMd({
+  srcDir: REPO_ROOT,
+  outDir: PACKAGE_ROOT,
+  product: docsConfig.product,
+  groups: docsConfig.groups,
+});
+```
+
+Point your build script at it: `"build": "tsup && bun run scripts/generate-docs.ts"`.
+
+## Verify before publishing
+
+```bash
+npx leadtype generate --bundle --src . --out packages/my-package
+cd packages/my-package && npm pack --dry-run
+```
+
+`npm 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.
+
+## Tell consuming projects to use the bundle
+
+`AGENTS.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`:
+
+```md
+# <my project>
+
+When working with the `<your-package>` library, read the bundled docs in
+`node_modules/<your-package>/AGENTS.md` first — they're version-matched to
+the installed package and stay accurate as the library updates.
+```
+
+This is the same pattern Next.js uses to point agents at `node_modules/next/dist/docs/`.
+
+## When to use this
+
+Use 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](/docs/build/connect-docs-site). You can use both — they read the same source MDX, just emit different shapes.
+
+## What's next
+
+<Cards>
+  <Card title="CLI reference" description="Every flag for --bundle and the standard pipeline." href="/docs/reference/cli" />
+  <Card title="LLM bundles" description="The website's llms.txt + llms-full output, side by side with the package's AGENTS.md." href="/docs/reference/llm" />
+  <Card title="Lint in CI" description="Fail PRs on broken links before they reach a tarball." href="/docs/build/validate-in-ci" />
+</Cards>
diff --git a/docs/build/connect-docs-site.mdx b/docs/build/connect-docs-site.mdx
new file mode 100644
index 0000000..56ba667
--- /dev/null
+++ b/docs/build/connect-docs-site.mdx
@@ -0,0 +1,210 @@
+---
+title: "Connect a docs site"
+description: "Wire leadtype into a docs app build so it serves humans, agents, and search from one source."
+group: build
+---
+# Connect a docs site
+
+Use this path when **you run a docs site** (or want to). Leadtype runs before your build to convert MDX, generate the navigation, build the search index, and produce agent-readable bundles. Your site framework — TanStack Start, Next.js, Astro, anything — handles routing and rendering.
+
+## The flow
+
+&lt;Mermaid chart={`flowchart LR   src["docs/*.mdx<br/>(your repo)"]   cli["leadtype generate"]   pub["public/<br/>llms.txt<br/>docs/*.md<br/>docs/llms-full/*.txt<br/>docs/search-index.json<br/>docs/search-content.json"]   gen["src/generated/<br/>docs-nav.json<br/>docs-search-*.json"]   vite["vite + content negotiation"]   human["Humans<br/>(HTML)"]   agent["Agents<br/>(text/markdown)"]   search["Search UI"]   src --> cli   cli --> pub   cli --> gen   pub --> vite   gen --> vite   vite -- "Accept: text/html" --> human   vite -- "Accept: text/markdown" --> agent   gen --> search`} /&gt;
+
+## One-off run
+
+For a single repo where docs and site live together:
+
+```bash
+npx leadtype generate \
+  --src . \
+  --out public \
+  --base-url https://docs.example.com \
+  --name "my-docs" \
+  --summary "Short product summary."
+```
+
+That single command converts MDX, generates `llms.txt`, builds the search index, and resolves the navigation tree. Generated paths are listed by `[leadtype generate](/docs/reference/cli)` and inspected in detail under [How it works](/docs/how-it-works).
+
+## Wire it into the build
+
+Add a pipeline step before vite/Next/Astro builds. The simplest setup is one script per stage so you can rerun convert/search independently during dev:
+
+```json
+{
+  "scripts": {
+    "pipeline:convert": "bun run scripts/mdx-convert.ts",
+    "pipeline:llm": "bun run scripts/llm-generate.ts",
+    "pipeline:search": "bun run scripts/search-generate.ts",
+    "pipeline:build": "bun run pipeline:convert && bun run pipeline:llm && bun run pipeline:search",
+    "build": "bun run pipeline:build && vite build"
+  }
+}
+```
+
+Splitting into separate scripts is optional — the CLI does all three in one pass. Use scripts when you want fine control over plugin order, base URL, or filtering. A canonical convert script:
+
+```ts
+// scripts/mdx-convert.ts
+import { convertAllMdx, type MdxToMarkdownOptions } from "leadtype/convert";
+import {
+  defaultRemarkPlugins,
+  remarkInclude,
+  remarkTypeTableToMarkdown,
+} from "leadtype/remark";
+
+const repoRoot = process.cwd();
+const srcDir = `${repoRoot}/docs`;
+const outDir = `${repoRoot}/public/docs`;
+
+// `<ExtractedTypeTable>` 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,
+});
+```
+
+`remarkInclude` enables `{/*include:foo*/}`-style partial expansion. The `basePath` swap on `remarkTypeTableToMarkdown` is only needed if your docs use `<ExtractedTypeTable>`. See [Remark plugins](/docs/reference/remark) for the full plugin order.
+
+## Configure the product and groups
+
+Author `docs/docs.config.ts` once and let every stage read from it:
+
+```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" },
+  ],
+});
+```
+
+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](/docs/authoring/frontmatter) for the resolution rules.
+
+## Serve markdown to agents
+
+Drop a content-negotiation middleware in front of your static `/docs/*.md` files so agents can fetch markdown from the same URL humans visit. A complete vite plugin in ~50 lines:
+
+```ts
+import type { PluginOption } from "vite";
+
+function rewriteToMarkdown(
+  url: string,
+  accept: string | undefined
+): string | null {
+  if (!accept) return null;
+  const pathname = url.split("?")[0] ?? url;
+  if (pathname.endsWith(".md")) return null;
+  if (!(pathname === "/docs" || pathname.startsWith("/docs/"))) return null;
+  if (!/text\/(markdown|plain)/i.test(accept)) return null;
+  // Browsers send `text/html,*/*` — never serve markdown to them.
+  if (/text\/html/i.test(accept) && !/text\/(markdown|plain)\s*;?\s*q=/i.test(accept)) {
+    return null;
+  }
+  const target =
+    pathname === "/docs" ? "/docs/index.md" : `${pathname.replace(/\/$/, "")}.md`;
+  return target + (url.length > pathname.length ? url.slice(pathname.length) : "");
+}
+
+function forceUtf8OnTextResponses(res: { setHeader: (n: string, v: string | number | string[]) => unknown }) {
+  const original = res.setHeader.bind(res);
+  res.setHeader = (name, value) => {
+    if (
+      typeof name === "string" &&
+      name.toLowerCase() === "content-type" &&
+      typeof value === "string" &&
+      /^text\/(markdown|plain)/i.test(value) &&
+      !/charset=/i.test(value)
+    ) {
+      return original(name, `${value}; charset=utf-8`);
+    }
+    return original(name, value);
+  };
+}
+
+export function markdownNegotiation(): PluginOption {
+  const middleware = (req: any, res: any, next: () => void) => {
+    if (!req.url) return next();
+    forceUtf8OnTextResponses(res);
+    const accept = Array.isArray(req.headers.accept)
+      ? req.headers.accept.join(",")
+      : req.headers.accept;
+    const rewritten = rewriteToMarkdown(req.url, accept);
+    if (rewritten) req.url = rewritten;
+    next();
+  };
+  return {
+    name: "leadtype:markdown-negotiation",
+    configureServer: (s) => s.middlewares.use(middleware),
+    configurePreviewServer: (s) => s.middlewares.use(middleware),
+  };
+}
+```
+
+Browsers send `text/html,*/*` and get HTML. Agents send `Accept: text/markdown` and get the converted `.md`. Same URL, two formats.
+
+<Callout title="Set charset=utf-8" variant="warning">
+
+  Many static handlers serve `.md` files as `Content-Type: text/markdown` with no charset, which makes browsers fall back to Latin-1 and render UTF-8 characters (box-drawing, em dashes, smart quotes) as mojibake. Always send `Content-Type: text/markdown; charset=utf-8` — that's what `forceUtf8OnTextResponses` above does by patching `setHeader`.
+
+</Callout>
+
+For Next.js, wire the same `rewriteToMarkdown` logic in `middleware.ts` and serve `.md` from a route handler that sets `Content-Type: text/markdown; charset=utf-8`. For Cloudflare Pages, use a `_middleware` Worker. In every case, set the charset explicitly.
+
+## Connect a remote source
+
+When the docs source lives in a different repo from the docs site:
+
+```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
+```
+
+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](/docs/build/bundle-package-docs) if the package should *also* ship docs inside its npm tarball.
+
+## Verify
+
+After 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/<leaf>.txt` — one per leaf group, full content.
+- `public/docs/search-index.json` and `public/docs/search-content.json` — non-empty.
+
+Then start the dev server and `curl -I -H "Accept: text/markdown" http://localhost:5173/docs/`. You should see `content-type: text/markdown; charset=utf-8`. If the charset is missing, UTF-8 characters in your docs will render as mojibake in the browser. If you get `text/html` back instead, the negotiation middleware isn't wired.
+
+## What's next
+
+<Cards>
+
+  <Card title="CLI reference" description="Every flag, exit code, and JSON output shape." href="/docs/reference/cli" />
+
+  <Card title="Lint in CI" description="Fail PRs on broken links or schema drift." href="/docs/build/validate-in-ci" />
+
+  <Card title="Search reference" description="Index shape, BM25 weights, and answer streaming." href="/docs/reference/search" />
+
+</Cards>
+
diff --git a/docs/build/validate-in-ci.mdx b/docs/build/validate-in-ci.mdx
new file mode 100644
index 0000000..25442f2
--- /dev/null
+++ b/docs/build/validate-in-ci.mdx
@@ -0,0 +1,85 @@
+---
+title: "Validate in CI"
+description: "Run leadtype lint in CI so frontmatter, navigation, and link issues fail PRs before publish."
+group: build
+---
+
+# Validate in CI
+
+`leadtype lint` reads source MDX, runs the schema and link checks, and exits non-zero on errors. Wire it into CI so docs PRs fail fast on the same rules that would otherwise blow up `leadtype generate` later in the pipeline.
+
+## What it catches
+
+- Missing or wrong-typed frontmatter fields (`schema` rule).
+- Top-level frontmatter fields not in the schema (`unknown-field`).
+- Frontmatter or `meta.json` that doesn't parse (`parse-error`).
+- Internal `/docs/...` links pointing at routes that don't exist (`invalid-link`).
+- Unresolved `{framework}` placeholders left in URLs (`unresolved-placeholder`).
+- Cross-framework links from a framework-scoped page to a different framework's docs (`cross-framework-link`).
+
+See [Lint reference](/docs/reference/lint) for the full rule list and how to extend the schema.
+
+## GitHub Actions
+
+Use `--format github` so violations render as inline annotations on the PR:
+
+```yaml
+name: Lint docs
+on:
+  pull_request:
+    paths:
+      - "docs/**"
+      - "**/*.mdx"
+jobs:
+  lint:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: oven-sh/setup-bun@v2
+      - run: bun install
+      - run: npx leadtype lint docs --format github --error-unknown --max-warnings 0
+```
+
+`--error-unknown` upgrades unknown-field warnings to errors — strict mode. `--max-warnings 0` makes any remaining warning fail the job.
+
+## Other CI providers
+
+Use `--format json` for any CI that doesn't speak the GitHub annotations format:
+
+```bash
+npx leadtype lint docs --format json --error-unknown > lint-report.json
+```
+
+The JSON output includes per-file violations and summary counts. Pipe it into your provider's reporter, post a PR comment, or upload as an artifact.
+
+## Local pre-push hook
+
+Catch issues before they reach CI by running lint in a husky pre-push hook:
+
+```bash
+#!/usr/bin/env sh
+npx leadtype lint docs --max-warnings 0
+```
+
+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.
+
+## Run before generate
+
+When `leadtype lint` and `leadtype generate` both run in the same job, lint first:
+
+```bash
+npx leadtype lint docs --error-unknown
+npx leadtype generate --src . --out public --json
+```
+
+Generate fails noisily on unknown groups or broken includes. Lint fails specifically on content schema problems with file/line context — much easier to debug.
+
+## What to fix first
+
+When 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.
diff --git a/docs/components.mdx b/docs/components.mdx
deleted file mode 100644
index 45b94e5..0000000
--- a/docs/components.mdx
+++ /dev/null
@@ -1,148 +0,0 @@
----
-title: "Components"
-description: "How to define app-owned MDX components that the leadtype pipeline can flatten."
-group: components
----
-
-# Components
-
-`leadtype` does not export prebuilt UI components or a `mdxComponents` map. The consuming docs app owns runtime rendering, styling, accessibility, and framework-specific integration.
-
-The package only assumes a small authoring contract for MDX component names so the remark pipeline can flatten those components into Markdown for agents, LLM bundles, search indexes, and validation.
-
-## App-Owned Adapter Map
-
-Define your own `mdxComponents` map in the docs app. The example app keeps its implementation under `apps/example/src/components/docs-mdx`.
-
-Common component names handled by the default remark pipeline include:
-
-- `Accordion`
-- `AccordionItem`
-- `ExtractedTypeTable`
-- `Callout`
-- `Card`
-- `Cards`
-- `Example`
-- `Mermaid`
-- `CommandTabs`
-- `Selector`
-- `Step`
-- `Steps`
-- `Tab`
-- `Tabs`
-- `TopicSwitcher`
-- `TypeTable`
-
-Use it like this:
-
-```tsx
-import { mdxComponents } from "@/components/docs-mdx";
-
-const components = {
-  ...mdxComponents,
-};
-```
-
-If your app uses different names, add custom remark plugins or adapter components that map authored MDX back to the names handled by the pipeline.
-
-## Important Components
-
-### `Accordion` and `AccordionItem`
-
-Use for secondary details that should be collapsible in the browser but still available to markdown conversion, search, and LLM bundles.
-
-```tsx
-<Accordion>
-  <AccordionItem title="When should I use this?">
-    Use accordions for supporting details, troubleshooting notes, and optional reference material.
-  </AccordionItem>
-</Accordion>
-```
-
-Closed content is still flattened by the remark pipeline, so do not use accordions to hide content from generated outputs.
-
-### `CommandTabs`
-
-Use for package-manager-specific install or run commands.
-
-```tsx
-<CommandTabs command="leadtype" mode="install" />
-<CommandTabs command="leadtype lint" mode="run" />
-<CommandTabs command="next-app" mode="create" />
-<CommandTabs
-  commands={{
-    npm: "npm install leadtype",
-    pnpm: "pnpm add leadtype",
-  }}
-  defaultManager="pnpm"
-/>
-```
-
-Use `mode="install"` when `command` is a package name, `mode="run"` when `command` is a CLI name, and `mode="create"` for starter commands such as `pnpm create next-app`. `command` can also include a `{pm}` placeholder for custom templates. Use `commands` for exact per-manager overrides and `defaultManager` to choose the initial tab.
-
-### `Example`
-
-Use for data-driven preview and source examples. The app-owned component receives code as data; host apps can add filesystem loaders or dynamic imports outside `leadtype` when they need app-specific behavior.
-
-```tsx
-<Example
-  title="Render MDX"
-  description="Preview the output and inspect the source."
-  filename="mdx-components.tsx"
-  language="tsx"
-  code={`import { mdxComponents } from "@/components/docs-mdx";
-
-export const components = {
-  ...mdxComponents,
-};`}
->
-  <Callout title="Runtime components" variant="success">
-    The host app owns styling and runtime components while `leadtype` owns conversion.
-  </Callout>
-</Example>
-```
-
-Use `sourceFiles` when an example needs to show supporting files in addition to the primary snippet.
-
-### `TypeTable` and `ExtractedTypeTable`
-
-Use `TypeTable` for explicit prop or type rows you already know. Use `ExtractedTypeTable` when the docs should extract types from source files.
-
-`ExtractedTypeTable` is the most path-sensitive component in the set. If it needs to resolve project files, pair it with the matching remark plugin configuration and set a stable base path.
-
-### `Tabs`, `Tab`, `Steps`, `Step`
-
-These component names are primarily authoring affordances in MDX. When the markdown conversion pipeline runs, their content is flattened into standard markdown so agents do not need JSX-aware renderers.
-
-### `TopicSwitcher`
-
-Use for reader-facing navigation across equivalent documentation topics.
-
-```tsx
-<TopicSwitcher
-  label="Framework"
-  activeValue="react"
-  items={[
-    {
-      value: "react",
-      label: "React",
-      href: "/docs/frameworks/react/quickstart",
-      description: "React integration",
-    },
-    {
-      value: "vue",
-      label: "Vue",
-      href: "/docs/frameworks/vue/quickstart",
-      description: "Vue integration",
-    },
-  ]}
-/>
-```
-
-`TopicSwitcher` is intentionally generic. Frameworks are one topic category, but the same component can represent SDKs, runtimes, deployment targets, product areas, or other equivalent slices of docs. It does not automatically read LLM topic config.
-
-## Guidance
-
-- Keep runtime components in the docs app.
-- Keep component names stable when the conversion pipeline depends on them.
-- If the goal is agent-readable markdown, read [Remark](/docs/remark) instead of reimplementing the JSX flattening rules.
diff --git a/docs/convert.mdx b/docs/convert.mdx
deleted file mode 100644
index 50487d7..0000000
--- a/docs/convert.mdx
+++ /dev/null
@@ -1,84 +0,0 @@
----
-title: "Convert"
-description: "How to convert MDX docs into Markdown with leadtype/convert."
-group: convert
----
-
-# Convert
-
-The `leadtype/convert` entrypoint provides three main APIs:
-
-- `convertMdxToMarkdown`
-- `writeMdxFileAsMarkdown`
-- `convertAllMdx`
-
-Import them from:
-
-```ts
-import {
-  convertAllMdx,
-  convertMdxToMarkdown,
-  writeMdxFileAsMarkdown,
-} from "leadtype/convert";
-```
-
-## Main Use Cases
-
-### Convert one file in memory
-
-Use `convertMdxToMarkdown` when you need the rendered markdown string plus the resolved frontmatter.
-
-```ts
-const result = await convertMdxToMarkdown(
-  "docs/guides/quickstart.mdx",
-  defaultRemarkPlugins,
-  false
-);
-```
-
-### Convert a single file to disk
-
-Use `writeMdxFileAsMarkdown` when you already know the source path and output path.
-
-### Convert an entire docs tree
-
-Use `convertAllMdx` for batch conversion:
-
-```ts
-await convertAllMdx({
-  srcDir: "content",
-  outDir: "public",
-  remarkPlugins: defaultRemarkPlugins,
-  enrichFrontmatterFromGit: true,
-});
-```
-
-## Important Config
-
-- `srcDir`: root directory containing `.mdx` files.
-- `outDir`: destination for generated `.md` files.
-- `remarkPlugins`: additional unified plugins, usually `defaultRemarkPlugins` from `leadtype/remark`.
-- `enrichFrontmatterFromGit`: adds git-derived metadata when available.
-
-## Behavior Notes
-
-- Frontmatter is preserved when present.
-- If a file has no frontmatter, the converter synthesizes `title` and sometimes `description` from the rendered markdown.
-- Markdown tables and Mermaid blocks are compacted after rendering for cleaner agent consumption.
-- Conversion is concurrent and optimized for large doc trees.
-
-## Recommended Pairing
-
-In most apps, pair conversion with:
-
-```ts
-import { defaultRemarkPlugins, remarkInclude } from "leadtype/remark";
-```
-
-Then pass:
-
-```ts
-remarkPlugins: [remarkInclude, ...defaultRemarkPlugins]
-```
-
-Use `remarkInclude` only when the source docs actually rely on include tags or partial expansion.
diff --git a/docs/docs.config.ts b/docs/docs.config.ts
index 5743c40..f565ed6 100644
--- a/docs/docs.config.ts
+++ b/docs/docs.config.ts
@@ -3,77 +3,48 @@ import { defineDocsConfig } from "leadtype";
 export default defineDocsConfig({
   product: {
     name: "Leadtype",
-    summary: "Shared MDX conversion, linting, and LLM-doc generation package.",
+    summary:
+      "A docs pipeline that turns one MDX source into a website, agent-readable bundles, and a search index.",
     bullets: [
-      "Flattens MDX-heavy docs into clean markdown for agents.",
-      "Generates llms.txt plus topic-scoped full-context bundles.",
-      "Builds compact static search indexes and source-grounded answer prompts.",
-      "Validates frontmatter, docs metadata, and internal docs links.",
+      "Convert MDX into clean markdown that agents and tools can read.",
+      "Generate llms.txt and topic-scoped full-context bundles.",
+      "Build a static search index plus optional source-grounded answers.",
+      "Validate frontmatter, navigation, and internal links before publish.",
     ],
     bestStartingPoints: [
       { urlPath: "/docs" },
-      { urlPath: "/docs/guides/connect-docs-site" },
-      { urlPath: "/docs/convert" },
-      { urlPath: "/docs/llm" },
-      { urlPath: "/docs/search" },
+      { urlPath: "/docs/quickstart" },
+      { urlPath: "/docs/how-it-works" },
+      { urlPath: "/docs/build/connect-docs-site" },
+      { urlPath: "/docs/build/bundle-package-docs" },
     ],
     agentGuidance:
-      "Start with /docs/llms.txt to route the task, then open the smallest matching topic page.",
+      "Open /docs/llms.txt to route the task, then load the smallest matching topic file from /docs/llms-full/.",
   },
   groups: [
     {
-      slug: "overview",
-      title: "Overview",
-      description: "Start here for package scope and surface selection.",
-    },
-    {
-      slug: "guides",
-      title: "Guides",
-      description: "Practical ways to wire leadtype into docs apps.",
+      slug: "get-started",
+      title: "Get Started",
+      description:
+        "What leadtype is, how it fits together, and the five-minute happy path.",
     },
     {
       slug: "authoring",
-      title: "Authoring And Rendering",
-      description: "React MDX components and remark pipeline behavior.",
-      children: [
-        {
-          slug: "components",
-          title: "Components",
-          description: "React MDX component adapters.",
-        },
-        {
-          slug: "remark",
-          title: "Remark",
-          description: "Default plugins and conversion helpers.",
-        },
-      ],
+      title: "Authoring",
+      description:
+        "The content contract: frontmatter, groups, and the MDX components the pipeline can flatten.",
     },
     {
-      slug: "generation",
-      title: "Generation",
-      description: "MDX conversion, LLM output generation, and search.",
-      children: [
-        {
-          slug: "convert",
-          title: "Convert",
-          description: "MDX-to-markdown conversion APIs.",
-        },
-        {
-          slug: "llm",
-          title: "LLM",
-          description: "Summary and full-context file generation.",
-        },
-        {
-          slug: "search",
-          title: "Search",
-          description: "Static search indexes and AI answer helpers.",
-        },
-      ],
+      slug: "build",
+      title: "Build",
+      description:
+        "Two journeys: ship docs inside an npm package, or wire leadtype into a docs site.",
     },
     {
-      slug: "validation",
-      title: "Validation",
-      description: "Content validation and link checks.",
+      slug: "reference",
+      title: "Reference",
+      description:
+        "CLI flags, conversion APIs, remark plugins, LLM bundles, search, and lint rules.",
     },
   ],
 });
diff --git a/docs/guides/bundle-package-docs.mdx b/docs/guides/bundle-package-docs.mdx
deleted file mode 100644
index 51b68a7..0000000
--- a/docs/guides/bundle-package-docs.mdx
+++ /dev/null
@@ -1,92 +0,0 @@
----
-title: "Bundle docs into a package"
-description: "How to ship generated agent docs inside an npm package."
-group: guides
----
-
-# Bundle docs into a package
-
-Use this pattern when a package should carry its own agent-readable docs.
-
-The website is for humans. The package-bundled docs are for agents, CLIs, IDEs, and offline tooling that need a small reference set without loading the full docs site.
-
-## Generate into the package
-
-If source docs live at the repo root in `docs/`, generate package docs into the package directory:
-
-```bash
-npx leadtype generate \
-  --src . \
-  --out packages/my-package \
-  --base-url https://docs.example.com/my-package \
-  --name "my-package" \
-  --summary "Docs for my-package." \
-  --format json
-```
-
-This writes converted markdown, `llms.txt`, full-context files, and search artifacts under `packages/my-package/docs`.
-
-## Filter package-specific docs
-
-For package-specific bundles, include only the docs paths that belong to that package:
-
-```bash
-npx leadtype generate \
-  --src . \
-  --out packages/react \
-  --name "@c15t/react" \
-  --summary "React bindings for c15t." \
-  --include "frameworks/react/**" \
-  --format json
-```
-
-Filters are explicit. If a package also needs shared or overview pages, include those paths too:
-
-```bash
-npx leadtype generate \
-  --src . \
-  --out packages/react \
-  --include "frameworks/react/**" \
-  --include "shared/**" \
-  --format json
-```
-
-Use `--include` more than once for multiple paths. Use `--exclude` to remove private or internal docs after includes are applied.
-
-## Include docs in the package
-
-Add `docs` to the package's published files and run generation as part of the package build or prepack step:
-
-```json
-{
-  "files": ["dist", "docs", "README.md"],
-  "scripts": {
-    "build": "tsup && npx leadtype generate --src ../.. --out . --format json"
-  }
-}
-```
-
-This is the shape `leadtype` uses for its own package: `packages/leadtype/package.json` includes `docs` in `files`, and the package build regenerates the docs bundle before publish.
-
-## Verify before publishing
-
-Run the generator and inspect the package tarball:
-
-```bash
-npx leadtype generate --src . --out packages/my-package --format json
-npm pack --dry-run
-```
-
-The dry run should include:
-
-- `docs/llms.txt`
-- `docs/llms-full.txt`
-- `docs/**/*.md`
-- `docs/search-index.json`
-- `docs/search-content.json`
-
-## When to use this
-
-Use this when agents should understand the package from the installed dependency itself.
-
-If the goal is only to power a public docs website, use [Connect a docs site](/docs/guides/connect-docs-site) instead.
diff --git a/docs/guides/connect-docs-site.mdx b/docs/guides/connect-docs-site.mdx
deleted file mode 100644
index c5da667..0000000
--- a/docs/guides/connect-docs-site.mdx
+++ /dev/null
@@ -1,107 +0,0 @@
----
-title: "Connect a docs site"
-description: "How to run the leadtype pipeline before building a docs app."
-group: guides
----
-
-# Connect a docs site
-
-Use this pattern when the docs app lives separately from the package repos it documents.
-
-The docs app owns the UI. Each package repo owns its MDX content. Before the docs app builds, clone the source repos and run the `leadtype` pipeline over their `docs/` folders. If the package should also ship docs for agents, see [Bundle docs into a package](/docs/guides/bundle-package-docs).
-
-For a local repo, run the pipeline directly:
-
-```bash
-npx leadtype generate \
-  --src . \
-  --out public \
-  --base-url https://docs.example.com/leadtype \
-  --name "leadtype" \
-  --summary "Shared MDX conversion, linting, and LLM-doc generation package." \
-  --format json
-```
-
-## Config setup
-
-Use `docs.config.ts` when the source repo should own product metadata and the
-docs group tree used by generation and navigation.
-
-```ts
-import { defineDocsConfig } from "leadtype";
-
-export default defineDocsConfig({
-  product: {
-    name: "leadtype",
-    summary: "Shared MDX conversion, linting, and LLM-doc generation package.",
-    bullets: [
-      "Flattens MDX-heavy docs into clean markdown for agents.",
-      "Generates llms.txt and topic-scoped full-context bundles.",
-    ],
-    bestStartingPoints: [{ urlPath: "/docs" }],
-  },
-  groups: [
-    {
-      slug: "overview",
-      title: "Overview",
-      description: "Start here for package scope and surface selection.",
-    },
-    {
-      slug: "guides",
-      title: "Guides",
-      description: "Practical integration guides.",
-    },
-  ],
-});
-```
-
-The config describes product metadata and the group structure. Individual pages
-join groups from their MDX frontmatter:
-
-```mdx
----
-title: "Connect a docs site"
-description: "How to run the leadtype pipeline before building a docs app."
-group: guides
----
-```
-
-Do not duplicate per-page membership in `docs.config.ts`. The generator reads
-`group` from source frontmatter and uses the config tree to name and organize
-the generated `llms.txt`, full-context files, and runtime navigation data.
-
-## Build flow
-
-1. Clone the source repo into a temporary build directory.
-2. Run `leadtype lint` against the source docs.
-3. Run `leadtype generate` against the clone.
-4. Build the docs app from the generated markdown, `llms.txt`, full-context files, and search artifacts.
-
-```bash
-git clone --depth 1 https://github.com/acme/package-a .docs-src/package-a
-npx leadtype lint .docs-src/package-a/docs --format json --error-unknown
-npx leadtype generate --src .docs-src/package-a --out public/package-a
-npm run build
-```
-
-This is the same shape we expect for repos like `c15t/c15t`: source docs live in a public repo, while the rendered docs UI can be owned by another app or private template.
-
-Use `--format json` in CI or agent workflows. The command prints generated file paths, inferred groups, product metadata, and search index stats as JSON so automation can verify the result without scraping text.
-
-## Generated output
-
-The command writes:
-
-- `public/docs/**/*.md`
-- `public/llms.txt`
-- `public/docs/llms.txt`
-- `public/docs/llms-full.txt`
-- `public/docs/llms-full/*.txt`
-- `public/docs/search-index.json`
-- `public/docs/search-content.json`
-
-## When to use this
-
-Use this when you want one docs UI for many repos, but do not want every package repo to own the same website implementation.
-
-If the docs source already lives inside the docs app repo, skip the clone step and point the pipeline at the local `docs/` directory.
diff --git a/docs/how-it-works.mdx b/docs/how-it-works.mdx
new file mode 100644
index 0000000..357e07b
--- /dev/null
+++ b/docs/how-it-works.mdx
@@ -0,0 +1,172 @@
+---
+title: "How it works"
+description: "The mental model: one MDX source, a remark pipeline, two output modes, three audiences."
+group: get-started
+---
+
+# How it works
+
+Leadtype 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.
+
+## The pipeline
+
+<Mermaid chart={`flowchart TB
+  src["docs/*.mdx<br/>title · description · group · body"]
+  fm["frontmatter parser"]
+  remark["remark plugin stack<br/>(strip imports → flatten components)"]
+  groups["group resolver<br/>(nav tree from frontmatter)"]
+  md["docs/*.md"]
+  site_idx["llms.txt · llms-full/*.txt<br/>(website mode only)"]
+  search["search-index.json · search-content.json<br/>(website mode only)"]
+  agents_md["AGENTS.md<br/>(--bundle mode only)"]
+  nav["navigation manifest<br/>(group → page)"]
+  src --> fm
+  fm --> remark
+  fm --> groups
+  remark --> md
+  md --> site_idx
+  md --> search
+  groups --> site_idx
+  groups --> agents_md
+  groups --> nav`} />
+
+The remark stack is what turns interactive MDX components into agent-readable markdown. JSX gets *flattened* — a `<Callout>` becomes a blockquote, a `<Tabs>` becomes a sequence of bold headings, a `<TypeTable>` becomes a markdown table. The flattened markdown is what every other artifact consumes.
+
+For the exact stack, see [Remark plugins](/docs/reference/remark). For the component contract, see [Components](/docs/authoring/components).
+
+## Two output modes
+
+`leadtype generate` has two modes that read the same source and emit different shapes:
+
+<TypeTable
+  properties={{
+    "Site mode (default)": {
+      type: "leadtype generate --out public",
+      description:
+        "Writes llms.txt, docs/llms-full/*.txt, docs/search-index.json, and docs/*.md to a public/ directory your docs website serves. Links use absolute URLs (set with --base-url). This is what you wire into a vite/Next/Astro build.",
+    },
+    "Bundle mode": {
+      type: "leadtype generate --bundle --out packages/foo",
+      description:
+        "Writes AGENTS.md at the package root and docs/*.md beneath it, both with relative paths. Skips llms.txt, llms-full, and the search index — those are website-only. Designed for npm tarballs that ship docs alongside the published code.",
+    },
+  }}
+/>
+
+## The artifacts
+
+<TypeTable
+  properties={{
+    "Markdown (.md)": {
+      type: "docs/<path>.md",
+      description:
+        "Flattened markdown for each MDX page. Both modes ship these. Served to HTTP agents via content negotiation in site mode; read directly from node_modules in bundle mode.",
+    },
+    "AGENTS.md": {
+      type: "<package-root>/AGENTS.md",
+      description:
+        "Bundle mode only. Offline-readable index that 25+ coding agents auto-discover (Claude Code, Codex, Cursor, Copilot, …). Every link is a relative ./docs/<path>.md path so the file works inside an installed npm package.",
+    },
+    "llms.txt + llms-full": {
+      type: "<out>/llms.txt + <out>/docs/llms-full/<group>.txt",
+      description:
+        "Site mode only. The llms.txt convention is for websites — agents fetch /llms.txt over HTTP and follow absolute URLs to deeper context. Useless inside an npm tarball, so bundle mode skips this.",
+    },
+    "Search index": {
+      type: "<out>/docs/search-index.json + search-content.json",
+      description:
+        "Site mode only. BM25-ranked inverted index over headings, titles, body, and code. Content is stored separately so the index stays small. Bundle mode skips it — agents reading from disk grep the .md files directly.",
+    },
+    "Navigation manifest": {
+      type: "docs-nav.json (build script)",
+      description:
+        "Resolved group tree mapping pages to nav locations. Built by the resolveDocsNavigation() helper so your sidebar component and your llms.txt sections agree on structure.",
+    },
+  }}
+/>
+
+## The three audiences
+
+<Mermaid chart={`flowchart LR
+  site_out["site mode<br/>public/*"]
+  bundle_out["bundle mode<br/>node_modules/&lt;pkg&gt;/*"]
+  human["Humans<br/>(browser)"]
+  http_agent["HTTP agents<br/>(fetch /llms.txt or<br/>Accept: text/markdown)"]
+  search_ui["Search UI<br/>AI answers"]
+  offline_agent["Coding agents<br/>(Claude Code, Codex,<br/>Cursor, Copilot, …)"]
+  site_out -- "HTML render of MDX" --> human
+  site_out -- "absolute URLs" --> http_agent
+  site_out -- "search-index.json" --> search_ui
+  bundle_out -- "AGENTS.md auto-discovery" --> offline_agent`} />
+
+- **Humans** see the HTML your docs site renders from MDX.
+- **HTTP agents** fetch `/llms.txt` over the network or use `Accept: text/markdown` content negotiation to get the converted `.md` from your docs site URL.
+- **Coding agents working in a project that depends on your package** auto-discover `AGENTS.md` at `node_modules/<your-package>/AGENTS.md`. The 25+ tools supporting [agents.md](https://agents.md) read it without being told to. From there they follow relative `./docs/<topic>.md` links.
+
+The two flows complement each other. A package that wants to be agent-friendly publishes both: `--bundle` output inside the tarball *and* a hosted website with `llms.txt`. Different agents use different flows; you don't pick one.
+
+## Vocabulary
+
+A few terms you will see throughout the docs.
+
+<TypeTable
+  properties={{
+    flatten: {
+      type: "verb",
+      description:
+        "Convert an interactive MDX component into a portable markdown equivalent. A <Callout> flattens to a blockquote; a <Tabs> flattens to a stack of bold headings.",
+    },
+    group: {
+      type: "frontmatter field",
+      description:
+        "A slug declaring which group a page belongs to. The same string drives the sidebar position, the llms.txt section, and the llms-full/<slug>.txt file.",
+    },
+    leaf: {
+      type: "noun",
+      description:
+        "A group that has no children. Each leaf gets its own llms-full file; non-leaf groups are summary headings only.",
+    },
+    chunk: {
+      type: "noun",
+      description:
+        "A heading-aware slice of a page that the search index scores independently. Titles weigh 4×, headings 2×, body 1×, code 0.35×.",
+    },
+    "content negotiation": {
+      type: "noun",
+      description:
+        "Middleware that rewrites GET /docs/foo to /docs/foo.md when the request advertises Accept: text/markdown. Same URL, two formats. Implement it wherever your framework intercepts requests — Next.js middleware, an Astro endpoint, a Cloudflare Worker, a Vite plugin.",
+    },
+  }}
+/>
+
+## What runs when
+
+The `leadtype generate` command runs in a fixed order — each stage depends on the previous one's output:
+
+1. **Parse frontmatter** for every `.mdx` under `docs/`.
+2. **Convert** each file through the [default remark stack](/docs/reference/remark) and write `.md` to the output directory (e.g. `public/docs/` in site mode, `<package>/docs/` with `--bundle`).
+3. **Resolve groups** from frontmatter, validate every page's `group:` matches a known slug.
+4. In **site mode** (default): generate `llms.txt`, the `llms-full/<group>.txt` topic bundles, and the BM25 search index from the converted markdown.
+5. With **`--bundle`**: write `AGENTS.md` at the output root with relative `./docs/<topic>.md` links. Skip `llms.txt`, `llms-full*`, and the search index — those are website-only.
+
+If step 3 finds an unknown group, the run fails. That is by design — broken navigation is a content bug, not a render-time problem.
+
+## Where to next
+
+<Cards>
+  <Card
+    title="Quickstart"
+    description="Run the pipeline yourself in five minutes."
+    href="/docs/quickstart"
+  />
+  <Card
+    title="Frontmatter contract"
+    description="The required fields, the group resolution rules, and the lint checks."
+    href="/docs/authoring/frontmatter"
+  />
+  <Card
+    title="CLI reference"
+    description="Every flag for leadtype generate and leadtype lint."
+    href="/docs/reference/cli"
+  />
+</Cards>
diff --git a/docs/index.mdx b/docs/index.mdx
index 9d80882..348752a 100644
--- a/docs/index.mdx
+++ b/docs/index.mdx
@@ -1,37 +1,67 @@
 ---
 title: "Leadtype"
-description: "Reference map for the shared MDX conversion, linting, and LLM doc-generation package."
-group: overview
+description: "One MDX source. A website for humans, AGENTS.md for offline coding agents, llms.txt for HTTP agents — all from a single pipeline."
+group: get-started
 ---
 
 # Leadtype
 
-`leadtype` is a shared docs package. It provides:
+Leadtype is a **docs pipeline**. You write MDX in one place. It produces every shape your docs need to take: a website for humans, an `AGENTS.md`-fronted bundle for coding agents reading from `node_modules/`, an `llms.txt` for HTTP agents, and a static search index.
 
-- A remark pipeline that flattens MDX components into LLM-friendly markdown.
-- MDX to markdown conversion utilities.
-- `llms.txt` and topic-scoped `llms-full/*.txt` generators.
-- Static docs search, content readers, source-grounded answer helpers, and optional bash-tool integration.
-- MDX linting utilities for frontmatter, `meta.json`, and docs links.
+It is not a docs website framework. Bring your own UI — Next.js, TanStack Start, Astro, anything — and let leadtype handle conversion, validation, search, and the agent-facing outputs that website frameworks don't ship.
 
-## Package Surfaces
+<Mermaid chart={`flowchart LR
+  src["docs/*.mdx<br/>(your source)"]
+  site_run["leadtype generate"]
+  bundle_run["leadtype generate --bundle"]
+  site_out["public/<br/>llms.txt · llms-full/<br/>docs/*.md · search-index.json"]
+  bundle_out["packages/&lt;name&gt;/<br/>AGENTS.md · docs/*.md"]
+  humans["Humans<br/>(browser)"]
+  http_agents["HTTP agents<br/>(via /llms.txt or<br/>Accept: text/markdown)"]
+  search["Search UI<br/>AI answers"]
+  offline_agents["Coding agents<br/>(Claude Code, Codex,<br/>Cursor, Copilot…)<br/>read node_modules/&lt;pkg&gt;/AGENTS.md"]
+  src --> 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`} />
 
-- [Components](/docs/components): The app-owned MDX component contract used by the remark pipeline.
-- [Convert](/docs/convert): `convertMdxToMarkdown`, `writeMdxFileAsMarkdown`, and `convertAllMdx`.
-- [Remark](/docs/remark): individual remark plugins plus `defaultRemarkPlugins`.
-- [LLM](/docs/llm): `generateLlmsTxt` and `generateLLMFullContextFiles`.
-- [Search](/docs/search): `generateDocsSearchFiles`, `searchDocs`, source-grounded answer helpers, and the optional bash adapter.
-- [Lint](/docs/lint): `lintDocs` and the `leadtype lint` CLI.
+## Choose your path
 
-## When To Read Which Page
+Most 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.
 
-- Reach for [Components](/docs/components) when defining app-owned MDX components for authored docs.
-- Use [Convert](/docs/convert) when you need markdown output from `.mdx` files.
-- Check [Remark](/docs/remark) for custom plugin order or component flattening behavior.
-- Open [LLM](/docs/llm) when generating `llms.txt` or topic-scoped full-context bundles.
-- See [Search](/docs/search) for static indexing, runtime querying, or grounded answer streaming.
-- Use [Lint](/docs/lint) to validate frontmatter, docs URLs, or sidebar metadata.
+<Cards>
+  <Card
+    title="Build a docs site"
+    description="You run a docs site (or want to). Wire leadtype in front of your build to convert MDX, index search, and serve markdown to agents."
+    href="/docs/build/connect-docs-site"
+  />
+  <Card
+    title="Ship docs in your package"
+    description="You publish a library on npm. Bundle agent-readable docs inside the tarball so IDEs and coding agents can read them offline."
+    href="/docs/build/bundle-package-docs"
+  />
+</Cards>
 
-## Other Frameworks
+## What you get
 
-React, Vue, Nuxt, Svelte, Astro, and other stacks can use the conversion, LLM, lint, and search entry points today. Runtime MDX components belong in the consuming docs app, not this package.
+<Steps>
+  <Step title="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.
+  </Step>
+  <Step title="Run `leadtype generate`">
+    For a website: converts MDX to markdown, builds `llms.txt` plus topic bundles, generates a search index, resolves navigation. With `--bundle`: emits `AGENTS.md` plus per-topic `.md` files for agents reading from `node_modules/`.
+  </Step>
+  <Step title="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/<your-pkg>/`. One source, three audiences.
+  </Step>
+</Steps>
+
+## Next
+
+- New here? Read the **[Quickstart](/docs/quickstart)** — five minutes to a generated bundle.
+- Want the mental model first? Read **[How it works](/docs/how-it-works)** for the pipeline diagram and the names of every artifact it produces.
+- Comparing tools? See **[Methodology](/docs/methodology)** for how leadtype differs from Fumadocs, Starlight, and Mintlify.
diff --git a/docs/lint.mdx b/docs/lint.mdx
deleted file mode 100644
index 6ec76a2..0000000
--- a/docs/lint.mdx
+++ /dev/null
@@ -1,191 +0,0 @@
----
-title: "Lint"
-description: "How to validate docs content with lintDocs and the leadtype lint CLI."
-group: validation
----
-
-# Lint
-
-The lint surface validates source docs before conversion or site build. Use it
-in CI when a docs PR changes frontmatter, sidebar metadata, or internal docs
-links.
-
-Run the CLI with a source docs directory:
-
-```bash
-npx leadtype lint docs
-```
-
-For agent or CI workflows, use JSON output and fail on unknown fields:
-
-```bash
-npx leadtype lint docs --format json --error-unknown --max-warnings 0
-```
-
-Import the library API from:
-
-```ts
-import { lintDocs } from "leadtype/lint";
-```
-
-## What It Checks
-
-- Docs page frontmatter schema validation
-- Changelog frontmatter schema validation when configured
-- `meta.json` structure
-- Broken `/docs/...` links in rendered markdown
-- Broken `/docs/...` links in URL-like frontmatter fields
-- Unresolved framework placeholders in docs URLs
-- Cross-framework links such as a Next.js page linking to a React-only docs route
-
-Linting reads source `.md` and `.mdx` files, then renders MDX through the
-default remark pipeline for link checks. Point it at source docs, not generated
-markdown.
-
-## CLI Reference
-
-```bash
-npx leadtype lint [srcDir] [options]
-```
-
-| Option | Description |
-| --- | --- |
-| `[srcDir]` | Source directory to scan. Defaults to `content` when no positional path or `--src` is provided. |
-| `--src <dir>` | Source directory to scan. Equivalent to the positional argument. |
-| `--changelog <dir>` | Subdirectory under the source root that should use the changelog schema. |
-| `--format <fmt>` | Report format: `pretty`, `json`, or `github`. Defaults to `pretty`. |
-| `--ignore <glob>` | Docs-root-relative glob to skip. Repeatable. |
-| `--warn-unknown` | Report unknown frontmatter and meta fields as warnings. This is the default. |
-| `--error-unknown` | Report unknown frontmatter and meta fields as errors. |
-| `--max-warnings <n>` | Exit non-zero when warning count is greater than `n`. |
-| `-h`, `--help` | Print CLI usage. |
-
-Default ignored paths are `**/shared/**`, `**/_shared/**`,
-`**/_partials/**`, and `**/node_modules/**`. When you pass `--ignore`, provide
-each glob you want the run to use.
-
-Exit code `0` means no errors and warnings stayed within `--max-warnings`.
-Exit code `1` means lint errors were found or warnings exceeded the limit. Exit
-code `2` means CLI usage failed.
-
-## Library Usage
-
-```ts
-const result = await lintDocs({
-  srcDir: "docs",
-  unknownFieldSeverity: "error",
-});
-```
-
-### Options
-
-| Option | Description |
-| --- | --- |
-| `srcDir` | Required root containing `.md`, `.mdx`, and `meta.json` files. |
-| `changelogDir` | Optional subdirectory that should use the changelog schema. |
-| `ignore` | Glob patterns relative to `srcDir`. Defaults to shared fragments, partials, and `node_modules`. |
-| `unknownFieldSeverity` | `warn` or `error` for fields not present in the active schema. Defaults to `warn`. |
-| `schemas.frontmatter` | Custom Valibot object schema for docs page frontmatter. |
-| `schemas.changelogFrontmatter` | Custom Valibot object schema for changelog frontmatter. |
-| `schemas.meta` | Custom Valibot object schema for `meta.json`. |
-
-The result contains file-level violations plus summary counts:
-
-```ts
-type LintResult = {
-  violations: Array<{
-    file: string;
-    kind: "frontmatter" | "changelog" | "meta" | "content";
-    severity: "error" | "warn";
-    rule:
-      | "schema"
-      | "unknown-field"
-      | "parse-error"
-      | "invalid-link"
-      | "unresolved-placeholder"
-      | "cross-framework-link";
-    field?: string;
-    message: string;
-  }>;
-  summary: {
-    filesScanned: number;
-    errors: number;
-    warnings: number;
-  };
-};
-```
-
-Required-field failures are reported as `schema` violations. Treat that as the
-public rule for missing or invalid schema fields.
-
-## Rule Reference
-
-| Rule | Severity | Meaning |
-| --- | --- | --- |
-| `schema` | error | A value failed the active frontmatter, changelog, or `meta.json` schema. |
-| `unknown-field` | warn by default | A top-level field is not in the active schema and is not read by the default consumers. |
-| `parse-error` | error | Frontmatter, `meta.json`, or rendered markdown could not be parsed for validation. |
-| `invalid-link` | error | A `/docs/...` link points to a route that does not exist in the source docs tree. |
-| `unresolved-placeholder` | error | A docs URL still contains an unresolved placeholder such as `{framework}`. |
-| `cross-framework-link` | error | A framework-scoped page links to a different framework's docs route. |
-
-## Default Schemas
-
-### Docs Frontmatter
-
-| Field | 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 generated by conversion when
-`enrichFrontmatterFromGit` is enabled. Do not author them in source docs.
-
-### Changelog Frontmatter
-
-| Field | Required | Type |
-| --- | --- | --- |
-| `title` | Yes | non-empty string |
-| `version` | Yes | SemVer string |
-| `date` | Yes | ISO-8601 or parseable date string |
-| `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 |
-
-### `meta.json`
-
-| Field | 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 |
-
-## Guidance
-
-- Run lint before `leadtype generate` so content errors fail before artifacts
-  are written.
-- Use `--format json` for automation and `--format github` for GitHub Actions
-  annotations.
-- Treat unresolved placeholder errors as content bugs first.
-- If lint fails after a docs move, check `meta.json` and internal links
-  together; they usually drift at the same time.
diff --git a/docs/llm.mdx b/docs/llm.mdx
deleted file mode 100644
index fbe6a28..0000000
--- a/docs/llm.mdx
+++ /dev/null
@@ -1,100 +0,0 @@
----
-title: "LLM"
-description: "How to generate llms.txt and topic-scoped full-context files from leadtype."
-group: llm
----
-
-# LLM
-
-Import from:
-
-```ts
-import {
-  generateLLMFullContextFiles,
-  generateLlmsTxt,
-} from "leadtype/llm";
-```
-
-This surface reads source docs and generated markdown to produce agent-friendly indexes and deep-context bundles.
-
-## Output Model
-
-### `generateLlmsTxt`
-
-Creates:
-
-- `/llms.txt`
-- `/docs/llms.txt` when `docsSections` is provided
-
-Use it to publish a short product summary plus a curated docs map.
-
-### `generateLLMFullContextFiles`
-
-Creates:
-
-- `/llms-full.txt`
-- `/docs/llms-full.txt`
-- `/docs/llms-full/*.txt` topic files
-
-Use it after markdown conversion. It reads `.md` files under `{outDir}/docs/`.
-
-## Required Conventions
-
-- Source docs for summaries live under `{srcDir}/docs/`.
-- Converted markdown for full files lives under `{outDir}/docs/`.
-- Run `convertAllMdx` before `generateLLMFullContextFiles`.
-
-## Typical Sequence
-
-```ts
-await convertAllMdx({
-  srcDir,
-  outDir,
-  remarkPlugins: [remarkInclude, ...defaultRemarkPlugins],
-});
-
-await generateLlmsTxt({
-  srcDir,
-  outDir,
-  baseUrl,
-  product: {
-    name: "My Docs",
-    summary: "Short product summary.",
-  },
-  docsSections: [
-    {
-      title: "Guides",
-      links: [{ urlPath: "/docs/guides/quickstart" }],
-    },
-  ],
-});
-
-await generateLLMFullContextFiles({
-  outDir,
-  baseUrl,
-  product: { name: "My Docs" },
-  topics: [
-    {
-      slug: "guides",
-      title: "Guides",
-      description: "Full context for guides.",
-      includePrefixes: ["guides/"],
-    },
-  ],
-});
-```
-
-## Topic Design
-
-Prefer multiple narrow topics over one giant full-context file.
-
-- Good: `frameworks`, `self-host`, `integrations`
-- Poor: one catch-all topic for the whole docs tree
-
-The APIs support nested routers, so parent topics can point to smaller child topics.
-
-## Guidance
-
-- Keep curated summary links opinionated. They should help an agent choose the smallest useful file.
-- Write short, explicit descriptions for topics and sections. Those descriptions become routing hints.
-- If generated files are empty, check that the docs really live under the expected `docs/` folder names.
diff --git a/docs/methodology.mdx b/docs/methodology.mdx
index d9a17dd..a05fa9e 100644
--- a/docs/methodology.mdx
+++ b/docs/methodology.mdx
@@ -1,51 +1,40 @@
 ---
 title: "Methodology"
-description: "How leadtype differs from Fumadocs, Mintlify, and Starlight"
-group: overview
+description: "How leadtype differs from Fumadocs, Starlight, and Mintlify."
+group: get-started
 ---
 
 # Methodology
 
-`leadtype` is not a docs website framework. It is the shared pipeline behind docs websites.
-
-We built it at Inth because projects like [c15t](https://c15t.com) and [dsar-sdk](https://dsar-sdk.dev) need one consistent docs system across packages, repos, websites, generated markdown, `llms.txt`, search, and package-bundled agent docs.
-
-The browser UI stays owned by your app. `leadtype` makes the content portable.
+Leadtype is **a docs pipeline, not a docs website framework**. It produces the artifacts a docs site needs (markdown, llms.txt, search index, navigation) and stays out of routing, layout, and theming.
 
 ## The short version
 
-- Fumadocs helps you build a React docs site.
-- Starlight helps you build an Astro docs site.
-- Mintlify gives you a hosted docs platform.
-- `leadtype` helps you reuse the same docs content across sites, packages, search, and agents.
-
-Use the others when the main job is publishing a polished website quickly. Use `leadtype` when the main job is standardizing the docs infrastructure behind one or more websites.
-
-## What it does
-
-`leadtype` gives you framework-neutral tools to:
-
-- Convert MDX-heavy docs into clean markdown.
-- Generate `llms.txt` and full-context topic files.
-- Build static search artifacts.
-- Validate frontmatter, navigation metadata, and links.
-- Ship agent-readable docs inside published packages.
+| 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. |
+| Leadtype | The portable content layer behind any of the above. |
 
-It does not provide the visual docs UI, routing, theme, or hosted deployment.
+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.
 
-## Unified docs across repos
+## What leadtype owns
 
-This is useful when an organization has many packages but wants one docs experience.
+- MDX-to-markdown conversion via a remark plugin stack.
+- `llms.txt` and topic-scoped full-context bundles for agents.
+- A static, edge-safe search index plus optional source-grounded answer streaming.
+- Lint rules for frontmatter, navigation metadata, and internal links.
+- CLI orchestration so the whole pipeline runs from one command.
 
-Each repo can keep its MDX next to the code it documents. A shared or private docs UI can render that content with the organization's design system, while `leadtype` handles conversion, linting, search data, and agent-doc generation.
+## What leadtype does not own
 
-That gives every repo the same output contract without forcing every repo to own the same website implementation.
+- Visual UI, theming, or component styling.
+- Routing, hosting, deployment, or analytics.
+- A prebuilt MDX component library — your docs app provides those (see [Components](/docs/authoring/components)).
 
-## When to use what
+## When the combination shines
 
-- Use Fumadocs for a composable React docs framework.
-- Use Starlight for an Astro-first docs site with strong defaults.
-- Use Mintlify for hosted docs with deployment, analytics, API docs, and AI features managed for you.
-- Use `leadtype` when you own the docs app but need shared infrastructure across repos, packages, generated markdown, search, and agent-facing docs.
+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.
 
-These tools can also be used together: use a docs framework or hosted platform for the browser experience, and use `leadtype` for portable docs outputs behind it.
+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.
diff --git a/docs/quickstart.mdx b/docs/quickstart.mdx
new file mode 100644
index 0000000..51f665e
--- /dev/null
+++ b/docs/quickstart.mdx
@@ -0,0 +1,108 @@
+---
+title: "Quickstart"
+description: "Install leadtype, run it against a docs folder, and inspect the four artifacts it produces."
+group: get-started
+---
+
+# Quickstart
+
+Five minutes from a folder of MDX to a complete pipeline output.
+
+## Install
+
+<CommandTabs command="leadtype" mode="install" />
+
+`leadtype` ships an executable plus a set of focused entry points (`leadtype/convert`, `leadtype/llm`, `leadtype/search`, `leadtype/lint`, `leadtype/remark`). The CLI is usually all you need.
+
+## Author one page
+
+Create `docs/index.mdx` in your repo:
+
+```mdx
+---
+title: "My library"
+description: "What it does in one sentence."
+group: get-started
+---
+
+# My library
+
+Welcome.
+```
+
+Every page needs at minimum a `title`. Add a `group:` to place it in the nav tree — see [Frontmatter](/docs/authoring/frontmatter).
+
+## Generate
+
+```bash
+npx leadtype generate \
+  --src . \
+  --out public \
+  --base-url https://docs.example.com
+```
+
+The CLI does four things in one pass:
+
+<Steps>
+  <Step title="Convert MDX to markdown">
+    Walks `docs/`, runs each file through the default remark plugin stack, writes flattened `.md` to `public/docs/`.
+  </Step>
+  <Step title="Generate LLM bundles">
+    Writes `public/llms.txt` (the routing index) plus `public/docs/llms-full/*.txt` (one file per leaf group, with full content).
+  </Step>
+  <Step title="Build a search index">
+    Writes `public/docs/search-index.json` and `public/docs/search-content.json` — a BM25 index and a separate content store for excerpts.
+  </Step>
+  <Step title="Resolve groups">
+    Reads `group:` from every page's frontmatter and reports which groups it found. The same group tree drives both the nav and `llms.txt`.
+  </Step>
+</Steps>
+
+## Inspect the output
+
+```
+public/
+├── llms.txt                  # routing index for agents
+└── docs/
+    ├── index.md              # converted, agent-readable
+    ├── llms.txt              # docs-scoped routing index
+    ├── llms-full.txt         # all pages flattened
+    ├── llms-full/
+    │   └── get-started.txt   # per-leaf-group bundle
+    ├── search-index.json     # BM25 index
+    └── search-content.json   # chunk content store
+```
+
+Open `public/llms.txt` to see what an HTTP agent will see when you publish. Open `public/docs/index.md` to see what your authored MDX looks like once flattened — that's the same content the search index and the LLM bundles consume.
+
+## Bundle for offline agents
+
+The output above is for a **website**. To ship docs **inside an npm package** so coding agents reading from `node_modules/` find them, add `--bundle`:
+
+```bash
+npx leadtype generate --bundle --src . --out packages/my-package
+```
+
+That writes `packages/my-package/AGENTS.md` (the offline-readable index, auto-discovered by Claude Code, Codex, Cursor, Copilot, etc.) plus `packages/my-package/docs/*.md`. No `llms.txt`, no search index — those are website-only. See [Bundle docs into a package](/docs/build/bundle-package-docs) for the full flow.
+
+## What's next
+
+You now have the four primitives. From here:
+
+<Cards>
+  <Card
+    title="Wire it into a docs site"
+    description="Serve the markdown to humans (HTML) and agents (text/markdown) from one URL via a content-negotiation middleware."
+    href="/docs/build/connect-docs-site"
+  />
+  <Card
+    title="Bundle docs into your package"
+    description="Add docs/ to your published files and run leadtype generate at prepack time so installers get them in node_modules."
+    href="/docs/build/bundle-package-docs"
+  />
+  <Card
+    title="Understand the pipeline"
+    description="Names, terms, and an annotated diagram of every artifact and who consumes it."
+    href="/docs/how-it-works"
+  />
+</Cards>
diff --git a/docs/reference/cli.mdx b/docs/reference/cli.mdx
new file mode 100644
index 0000000..52cf68c
--- /dev/null
+++ b/docs/reference/cli.mdx
@@ -0,0 +1,142 @@
+---
+title: "CLI"
+description: "leadtype generate and leadtype lint — flags, exit codes, and JSON output."
+group: reference
+---
+
+# CLI
+
+```bash
+leadtype <command> [options]
+```
+
+Two commands: `generate` runs the full pipeline, `lint` validates content. Run `leadtype help <command>` for inline usage.
+
+## generate
+
+Convert MDX, then either produce website artifacts (default) or a package bundle (`--bundle`).
+
+```bash
+leadtype generate [options]
+```
+
+| Flag | Default | Description |
+| --- | --- | --- |
+| `--src <dir>` | `.` | Repo or root directory containing the docs folder. |
+| `--docs-dir <dir>` | `docs` | Docs folder relative to `--src`. |
+| `--out <dir>` | `public` | Output root. The pipeline writes to `<out>/llms.txt` and `<out>/docs/*` in site mode, or `<out>/AGENTS.md` and `<out>/docs/*.md` in bundle mode. |
+| `--bundle` | off | Bundle mode. Emits `AGENTS.md` and `docs/*.md` for offline agents. Skips `llms.txt`, `llms-full*`, and the search index. |
+| `--base-url <url>` | — | Base URL for absolute links in `llms.txt`. Site mode only; ignored in `--bundle`. |
+| `--name <name>` | from `package.json#name` | Product name written into the index file (`llms.txt` or `AGENTS.md`). |
+| `--summary <text>` | from `package.json#description` | Product summary written into the index file. |
+| `--include <glob>` | none | Docs-root-relative glob to include. Repeatable. Works in both modes. |
+| `--exclude <glob>` | none | Docs-root-relative glob to exclude. Applied after `--include`. |
+| `--enrich-git` | off | Add `lastModified` and `lastAuthor` to frontmatter from git history. |
+| `--format <fmt>` | `text` | `text` or `json`. JSON prints a single result object on stdout. |
+| `--json` | — | Alias for `--format json`. |
+| `-h`, `--help` | — | Print usage. |
+
+Exit codes: `0` success, `1` runtime error (docs dir missing, unknown group, conversion error), `2` CLI usage error.
+
+### Bundle mode
+
+```bash
+leadtype generate --bundle --src . --out packages/my-package
+```
+
+Writes `<out>/AGENTS.md` (relative-link index, agent-discoverable) plus `<out>/docs/*.md` (one per page, group subdirs preserved). Skips every URL-anchored artifact (`llms.txt`, `llms-full.txt`, `llms-full/*.txt`, `search-index.json`, `search-content.json`) — those are website-only. Use this for npm packages that ship docs alongside the published code; see [Bundle docs into a package](/docs/build/bundle-package-docs).
+
+### JSON output shape
+
+`--json` prints a single object describing what was generated. The shape varies by mode:
+
+```json
+{
+  "mode": "site",
+  "srcDir": "/abs/path/to/repo",
+  "docsDir": "/abs/path/to/repo/docs",
+  "outDir": "/abs/path/to/repo/public",
+  "product": { "name": "...", "summary": "..." },
+  "groups": [{ "slug": "get-started", "title": "Get Started" }],
+  "filters": { "include": [], "exclude": [] },
+  "files": {
+    "llmsTxt": "/abs/path/.../public/llms.txt",
+    "docsLlmsTxt": "/abs/path/.../public/docs/llms.txt",
+    "docsLlmsFullTxt": "/abs/path/.../public/docs/llms-full.txt",
+    "searchIndex": "/abs/path/.../public/docs/search-index.json",
+    "searchContent": "/abs/path/.../public/docs/search-content.json"
+  },
+  "search": { /* index stats */ }
+}
+```
+
+In `--bundle` mode, `mode` is `"bundle"` and `files` contains only `agentsMd`. Site-only fields (`search`, `llmsTxt`, etc.) are absent.
+
+Errors in JSON mode print `{"error": "...", ...}` to stderr.
+
+### Group inference
+
+When `docs.config.ts` is not loaded explicitly (the CLI runs without an importing script), groups are **inferred from the union of `group:` values across every page**. The inferred groups become the section structure for `llms.txt`. To control the title/order of groups, run the pipeline from a script that imports `docs.config.ts` directly:
+
+```ts
+import { generateLlmsTxt } from "leadtype/llm";
+import docsConfig from "../docs/docs.config";
+
+await generateLlmsTxt({
+  srcDir: process.cwd(),
+  outDir: "public",
+  baseUrl: "https://docs.example.com",
+  product: docsConfig.product,
+  groups: docsConfig.groups, // titles + order honored
+});
+```
+
+See [LLM bundles](/docs/reference/llm) for the rest of the script.
+
+## lint
+
+Validate frontmatter, `meta.json`, and internal links before generation runs.
+
+```bash
+leadtype lint [srcDir] [options]
+```
+
+| Flag | Default | Description |
+| --- | --- | --- |
+| `[srcDir]` | `content` | Source docs root. Equivalent to `--src`. |
+| `--src <dir>` | — | Same as the positional. |
+| `--changelog <dir>` | — | Subdirectory under `srcDir` validated against the changelog schema. |
+| `--format <fmt>` | `pretty` | `pretty`, `json`, or `github` (annotation format). |
+| `--ignore <glob>` | shared & node_modules defaults | Glob to skip. Repeatable; passing any `--ignore` overrides defaults. |
+| `--warn-unknown` | on | Report unknown frontmatter and meta fields as warnings. |
+| `--error-unknown` | off | Report unknown fields as errors. |
+| `--max-warnings <n>` | unlimited | Exit non-zero when warning count exceeds `n`. |
+| `-h`, `--help` | — | Print usage. |
+
+Exit codes: `0` no errors and warnings within budget, `1` lint errors or budget exceeded, `2` CLI usage error.
+
+Default ignored paths: `**/shared/**`, `**/_shared/**`, `**/_partials/**`, `**/node_modules/**`. Pass `--ignore` to extend (each pass overrides the defaults — re-add what you need).
+
+See [Lint reference](/docs/reference/lint) for the full rule list, schema, and how to plug in custom Valibot schemas via the library API.
+
+## help
+
+Show usage:
+
+```bash
+leadtype help            # main usage
+leadtype help generate
+leadtype help lint
+```
+
+## Library entry points
+
+The CLI is a thin wrapper. Every command is also available as a TypeScript API for custom build scripts:
+
+- [`leadtype/convert`](/docs/reference/convert) — `convertAllMdx`, `convertMdxToMarkdown`, `writeMdxFileAsMarkdown`.
+- [`leadtype/llm`](/docs/reference/llm) — `generateLlmsTxt`, `generateLLMFullContextFiles`, `generateAgentsMd`, `resolveDocsNavigation`.
+- [`leadtype/search/node`](/docs/reference/search) — `generateDocsSearchFiles`.
+- [`leadtype/lint`](/docs/reference/lint) — `lintDocs`.
+- [`leadtype/remark`](/docs/reference/remark) — `defaultRemarkPlugins` and individual plugins.
+
+Use the CLI for the happy path, the library entry points when you need custom plugin order, base URL precedence, or alternate output paths.
diff --git a/docs/reference/convert.mdx b/docs/reference/convert.mdx
new file mode 100644
index 0000000..6b86969
--- /dev/null
+++ b/docs/reference/convert.mdx
@@ -0,0 +1,91 @@
+---
+title: "Convert"
+description: "MDX-to-markdown conversion APIs from leadtype/convert."
+group: reference
+---
+
+# Convert
+
+The `leadtype/convert` entry point flattens MDX into clean markdown via the [remark plugin stack](/docs/reference/remark).
+
+```ts
+import {
+  convertAllMdx,
+  convertMdxToMarkdown,
+  writeMdxFileAsMarkdown,
+} from "leadtype/convert";
+```
+
+The CLI ([`leadtype generate`](/docs/reference/cli)) calls `convertAllMdx` internally — use these APIs directly when you need custom plugin order, in-memory output, or per-file control.
+
+## convertAllMdx
+
+Batch convert a docs tree:
+
+```ts
+import { defaultRemarkPlugins, remarkInclude } from "leadtype/remark";
+
+await convertAllMdx({
+  srcDir: "docs",
+  outDir: "public/docs",
+  remarkPlugins: [remarkInclude, ...defaultRemarkPlugins],
+  enrichFrontmatterFromGit: true,
+});
+```
+
+| Option | Description |
+| --- | --- |
+| `srcDir` | Root directory of `.mdx` files. |
+| `outDir` | Destination for `.md` output. The directory structure mirrors `srcDir`. |
+| `remarkPlugins` | Plugin array. Usually `[remarkInclude?, ...defaultRemarkPlugins]`. Order matters. |
+| `enrichFrontmatterFromGit` | When true, adds `lastModified` and `lastAuthor` from git history. |
+
+The function is concurrent — large trees process in parallel.
+
+## convertMdxToMarkdown
+
+Convert one file in memory and get back the markdown plus parsed frontmatter:
+
+```ts
+const result = await convertMdxToMarkdown(
+  "docs/quickstart.mdx",
+  defaultRemarkPlugins,
+  /* enrichFrontmatterFromGit */ false,
+);
+
+console.log(result.markdown);
+console.log(result.frontmatter);
+```
+
+Use this when you want to render the output yourself, validate it before writing, or feed it to another pipeline stage without touching disk.
+
+## writeMdxFileAsMarkdown
+
+Convert one file and write the output:
+
+```ts
+await writeMdxFileAsMarkdown({
+  srcPath: "docs/quickstart.mdx",
+  outPath: "public/docs/quickstart.md",
+  remarkPlugins: defaultRemarkPlugins,
+});
+```
+
+## Behavior notes
+
+- **Frontmatter is preserved.** YAML blocks at the top of the source `.mdx` survive into the output `.md`.
+- **Synthesized frontmatter.** A page without frontmatter gets `title` (and sometimes `description`) inferred from the rendered markdown.
+- **Tables and Mermaid blocks are compacted** after rendering so agent output stays clean.
+- **Conversion is concurrent** — there is no global state.
+
+## Pairing with remark plugins
+
+In most setups, pair `convertAllMdx` with the default plugin stack and `remarkInclude` if your docs use partials:
+
+```ts
+import { defaultRemarkPlugins, remarkInclude } from "leadtype/remark";
+
+remarkPlugins: [remarkInclude, ...defaultRemarkPlugins];
+```
+
+Place `remarkInclude` *before* the defaults so includes expand into the source AST before component flattening sees them. See [Remark plugins](/docs/reference/remark) for the full stack and order rationale.
diff --git a/docs/reference/lint.mdx b/docs/reference/lint.mdx
new file mode 100644
index 0000000..2b00ec1
--- /dev/null
+++ b/docs/reference/lint.mdx
@@ -0,0 +1,168 @@
+---
+title: "Lint rules"
+description: "Schema, link, and navigation checks. CLI and library API."
+group: reference
+---
+
+# Lint rules
+
+`leadtype lint` validates source MDX before generation. Run it in CI to fail PRs on schema and link issues before they reach a build. CLI flags are documented in the [CLI reference](/docs/reference/cli) — this page covers the rules, schemas, and library API.
+
+```ts
+import { lintDocs } from "leadtype/lint";
+```
+
+## Rules
+
+Grouped by what they catch.
+
+### Frontmatter rules
+
+| Rule | Severity | Catches |
+| --- | --- | --- |
+| `schema` | error | Required field missing or wrong type. |
+| `unknown-field` | warn (default) | Top-level field not in the active schema. |
+| `parse-error` | error | YAML frontmatter or `meta.json` won't parse. |
+
+`unknown-field` upgrades to error with `--error-unknown`. Treat `parse-error` as the highest priority — it blocks every other check.
+
+### Content / link rules
+
+| Rule | Severity | Catches |
+| --- | --- | --- |
+| `invalid-link` | error | A `/docs/...` link points to a route that doesn't exist. |
+| `unresolved-placeholder` | error | A docs URL still contains `{framework}` or similar. |
+| `cross-framework-link` | error | A framework-scoped page links to another framework's docs. |
+
+Linting renders MDX through the [default remark stack](/docs/reference/remark) before walking links — same flattening the converter performs, so link checks see the final URLs.
+
+## Library API
+
+```ts
+import { lintDocs } from "leadtype/lint";
+
+const result = await lintDocs({
+  srcDir: "docs",
+  unknownFieldSeverity: "error",
+});
+```
+
+| Option | Description |
+| --- | --- |
+| `srcDir` | Required. Root of `.md`, `.mdx`, and `meta.json` files. |
+| `changelogDir` | Subdirectory under `srcDir` validated against the changelog schema. |
+| `ignore` | Glob patterns relative to `srcDir`. Defaults shown below. |
+| `unknownFieldSeverity` | `"warn"` or `"error"` for fields outside the schema. Default: `"warn"`. |
+| `schemas.frontmatter` | Custom Valibot schema for docs page frontmatter. |
+| `schemas.changelogFrontmatter` | Custom Valibot schema for changelog frontmatter. |
+| `schemas.meta` | Custom Valibot schema for `meta.json`. |
+
+Default ignore patterns: `**/shared/**`, `**/_shared/**`, `**/_partials/**`, `**/node_modules/**`.
+
+### Result shape
+
+```ts
+type LintResult = {
+  violations: Array<{
+    file: string;
+    kind: "frontmatter" | "changelog" | "meta" | "content";
+    severity: "error" | "warn";
+    rule:
+      | "schema"
+      | "unknown-field"
+      | "parse-error"
+      | "invalid-link"
+      | "unresolved-placeholder"
+      | "cross-framework-link";
+    field?: string;
+    message: string;
+  }>;
+  summary: {
+    filesScanned: number;
+    errors: number;
+    warnings: number;
+  };
+};
+```
+
+Required-field failures are reported as `schema` violations — that's the public rule for missing or invalid required fields.
+
+## Default schemas
+
+### Docs frontmatter
+
+| Field | 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.
+
+### Changelog frontmatter
+
+| Field | 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 |
+
+### `meta.json`
+
+| Field | 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 |
+
+## Custom schemas
+
+Pass a Valibot schema to extend or replace the defaults:
+
+```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 },
+});
+```
+
+Once you provide a custom schema, `unknown-field` warnings apply to *that* schema. Add `--error-unknown` in CI to keep your contract strict.
+
+## Practical guidance
+
+- Run 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](/docs/build/validate-in-ci).
diff --git a/docs/reference/llm.mdx b/docs/reference/llm.mdx
new file mode 100644
index 0000000..6ef93a5
--- /dev/null
+++ b/docs/reference/llm.mdx
@@ -0,0 +1,204 @@
+---
+title: "LLM bundles"
+description: "Generate llms.txt for hosted websites and AGENTS.md for npm-bundled offline reading."
+group: reference
+---
+
+# LLM bundles
+
+The `leadtype/llm` entry point produces three flavors of agent-facing index, all derived from the same docs source:
+
+- **`generateLlmsTxt`** — for hosted websites. Emits the `/llms.txt` convention with absolute URLs.
+- **`generateLLMFullContextFiles`** — full-content topic bundles. Pairs with `generateLlmsTxt`.
+- **`generateAgentsMd`** — for npm-bundled docs. Emits an `AGENTS.md` index with relative `./docs/<topic>.md` paths so the file works inside `node_modules/<pkg>/`.
+
+```ts
+import {
+  generateAgentsMd,
+  generateLLMFullContextFiles,
+  generateLlmsTxt,
+  resolveDocsNavigation,
+} from "leadtype/llm";
+```
+
+The CLI's default `leadtype generate` calls the first two; `leadtype generate --bundle` calls the third. Use these APIs directly when you need finer control.
+
+## What gets generated
+
+| File | Purpose |
+| --- | --- |
+| `<out>/llms.txt` | Top-level routing index. Product summary, best starting points, links to deeper bundles. |
+| `<out>/docs/llms.txt` | Docs-scoped routing index. Lists every group with descriptions and entry links. |
+| `<out>/docs/llms-full.txt` | All pages flattened into one file. Use for agents with very large context windows. |
+| `<out>/docs/llms-full/<leaf>.txt` | One per leaf group. Topic-scoped full content for narrower context budgets. |
+
+Only **leaf** groups (no children) get an `llms-full/<leaf>.txt`. Non-leaf groups appear as headings inside the parent file.
+
+## Example llms.txt
+
+```txt
+# My Library
+
+> 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](https://docs.example.com/docs)
+- [Quickstart](https://docs.example.com/docs/quickstart)
+
+## Get Started
+
+Five-minute happy path and the mental model.
+
+- [Quickstart](https://docs.example.com/docs/quickstart): Install and run the pipeline.
+- [How it works](https://docs.example.com/docs/how-it-works): The mental model.
+
+## Reference
+
+CLI flags and conversion APIs.
+
+- [CLI](https://docs.example.com/docs/reference/cli): Every flag.
+```
+
+## Typical sequence
+
+```ts
+import { convertAllMdx } from "leadtype/convert";
+import { defaultRemarkPlugins, remarkInclude } from "leadtype/remark";
+import {
+  generateLLMFullContextFiles,
+  generateLlmsTxt,
+} from "leadtype/llm";
+
+await convertAllMdx({
+  srcDir: "docs",
+  outDir: "public/docs",
+  remarkPlugins: [remarkInclude, ...defaultRemarkPlugins],
+});
+
+await generateLlmsTxt({
+  srcDir: ".",
+  outDir: "public",
+  baseUrl: "https://docs.example.com",
+  product: {
+    name: "My Library",
+    summary: "A library that does one thing well.",
+  },
+  groups: docsConfig.groups,
+});
+
+await generateLLMFullContextFiles({
+  outDir: "public",
+  baseUrl: "https://docs.example.com",
+  product: { name: "My Library" },
+  groups: docsConfig.groups,
+});
+```
+
+`generateLLMFullContextFiles` reads from `<outDir>/docs/`, so always run conversion first.
+
+## generateAgentsMd
+
+For npm-bundled docs that ship inside `node_modules/<pkg>/` and rely on filesystem auto-discovery (Claude Code, Codex, Cursor, Copilot, etc.):
+
+```ts
+import { generateAgentsMd } from "leadtype/llm";
+
+await generateAgentsMd({
+  srcDir: ".",
+  outDir: "packages/my-package",
+  product: docsConfig.product,
+  groups: docsConfig.groups,
+});
+```
+
+Writes `<outDir>/AGENTS.md` (singular, at the root) with the same product summary and group structure as `generateLlmsTxt`, but every link is a **relative** path like `./docs/<segment>/<slug>.md` instead of an absolute URL.
+
+| Option | Description |
+| --- | --- |
+| `srcDir` | Repo root containing the `docs/` source. |
+| `outDir` | Package root. `AGENTS.md` is written at `<outDir>/AGENTS.md`. |
+| `product` | Same `ProductInfo` shape as `generateLlmsTxt`. `agentGuidance` is intentionally ignored — it's written for the website's URL-routing flow and would mislead an offline agent. |
+| `groups` | Group tree from `docs.config.ts`. Same shape as `generateLlmsTxt`. |
+| `docsSubdir` | Subdirectory under `outDir` that holds the `.md` files. Default: `docs`. Used as the relative-path prefix in every link. |
+
+Returns `{ outputPath: string }` pointing at the written `AGENTS.md`.
+
+### Example output
+
+```md
+# My Library
+
+> 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.
+```
+
+Pair with `convertAllMdx` to produce the `.md` files the links resolve to. See [Bundle docs into a package](/docs/build/bundle-package-docs) for the full flow.
+
+## resolveDocsNavigation
+
+Same group-resolution logic the LLM bundles use, but returns the navigation manifest as a plain object — useful for driving a sidebar UI:
+
+```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);
+}
+```
+
+Write the result to `src/generated/docs-nav.json` and import it from your sidebar component:
+
+```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`
+);
+```
+
+Now your sidebar can import a static manifest with the same group tree the LLM bundles use.
+
+## Topic design
+
+The `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!"
+
+## Base URL precedence
+
+Pass `baseUrl` explicitly, or use environment variables for layered fallback:
+
+```ts
+const baseUrl =
+  process.env.LEADTYPE_AGENT_BASE_URL ||
+  process.env.BASE_URL ||
+  process.env.PORTLESS_URL ||
+  "https://docs.example.com";
+```
+
+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.
diff --git a/docs/reference/remark.mdx b/docs/reference/remark.mdx
new file mode 100644
index 0000000..d1f00c3
--- /dev/null
+++ b/docs/reference/remark.mdx
@@ -0,0 +1,109 @@
+---
+title: "Remark plugins"
+description: "The default plugin stack that flattens MDX components into markdown."
+group: reference
+---
+
+# Remark plugins
+
+The 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.
+
+```ts
+import {
+  defaultRemarkPlugins,
+  remarkInclude,
+  remarkTypeTableToMarkdown,
+} from "leadtype/remark";
+```
+
+## The default stack
+
+<Mermaid chart={`flowchart TB
+  src["MDX (mdast)"]
+  ri["remarkRemoveImports"]
+  rj["remarkRemoveJsxComments"]
+  rd["remarkResolveDocPlaceholders"]
+  rs["remarkSectionToMarkdown"]
+  rc["remarkCalloutToMarkdown"]
+  rcd["remarkCardsToMarkdown"]
+  rdt["remarkDetailsToMarkdown"]
+  rm["remarkMermaidToMarkdown"]
+  rct["remarkCommandTabsToMarkdown"]
+  rst["remarkStepsToMarkdown"]
+  rt["remarkTabsToMarkdown"]
+  rtt["remarkTypeTableToMarkdown"]
+  ra["remarkAccordionToMarkdown"]
+  rts["remarkTopicSwitcherToMarkdown"]
+  re["remarkExampleToMarkdown"]
+  out["clean markdown"]
+  src --> ri --> rj --> rd --> rs --> rc --> rcd --> rdt --> rm --> rct --> rst --> rt --> rtt --> ra --> rts --> re --> out`} />
+
+`defaultRemarkPlugins` 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 `<Section>` containers.
+5. `remarkCalloutToMarkdown` — `<Callout>` → blockquote.
+6. `remarkCardsToMarkdown` — `<Cards>` → bulleted link list.
+7. `remarkDetailsToMarkdown` — flatten `<Details>` blocks.
+8. `remarkMermaidToMarkdown` — `<Mermaid>` → fenced ` ```mermaid ` block.
+9. `remarkCommandTabsToMarkdown` — `<CommandTabs>` → markdown table.
+10. `remarkStepsToMarkdown` — `<Steps>` → ordered list.
+11. `remarkTabsToMarkdown` — `<Tabs>` → bold heading per tab.
+12. `remarkTypeTableToMarkdown` — `<TypeTable>` and `<ExtractedTypeTable>` → markdown table.
+13. `remarkAccordionToMarkdown` — `<Accordion>` → flattened sections (open/closed state ignored).
+14. `remarkTopicSwitcherToMarkdown` — `<TopicSwitcher>` → labeled link list.
+15. `remarkExampleToMarkdown` — `<Example>` → fenced code block plus body.
+
+## Why order matters
+
+Imports 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.
+
+## Optional plugins
+
+### remarkInclude
+
+Add this when the source docs use include tags or partial composition:
+
+```ts
+remarkPlugins: [remarkInclude, ...defaultRemarkPlugins];
+```
+
+Place it before the default stack so included content expands before any flattener sees it.
+
+### remarkTypeTableToMarkdown (with basePath)
+
+`<ExtractedTypeTable>` reads a TypeScript file at conversion time. When the file path is relative, the plugin needs a `basePath` to resolve from. Override the default plugin entry to pass options:
+
+```ts
+import {
+  defaultRemarkPlugins,
+  remarkTypeTableToMarkdown,
+} from "leadtype/remark";
+
+const remarkPlugins = [
+  ...defaultRemarkPlugins.filter((p) => p !== remarkTypeTableToMarkdown),
+  [remarkTypeTableToMarkdown, { basePath: process.cwd() }],
+];
+```
+
+In your MDX, point at a local TypeScript file by `path` and the type by `name`:
+
+```mdx
+<ExtractedTypeTable
+  name="PipelineExampleOptions"
+  path="./src/types.ts"
+/>
+```
+
+At conversion time, the plugin reads the file, finds the named type, and emits a markdown table with one row per property. The rendered output is what ships in the converted `.md` and the `llms-full` bundles — no JSX, no client-side rendering needed.
+
+## Plugin selection rules
+
+- Use `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 `<TypeTable>` and want to skip its processing cost).
+- If output looks wrong, read the converted `.md` first. The fix is almost never reordering — it's usually a custom plugin between two existing ones.
diff --git a/docs/reference/search.mdx b/docs/reference/search.mdx
new file mode 100644
index 0000000..9c24b2f
--- /dev/null
+++ b/docs/reference/search.mdx
@@ -0,0 +1,153 @@
+---
+title: "Search"
+description: "Static search index, runtime helpers, and source-grounded answer streaming."
+group: reference
+---
+# Search
+
+Leadtype builds a **static, edge-safe search index** over your docs at build time and exposes a runtime that queries it without touching a database. Source-grounded answer streaming layers on top via provider-specific entry points.
+
+## Vocabulary
+
+- **Chunk** — a heading-aware slice of a page. Each chunk is a separate document in the index, so search results jump to the right section, not just the right page.
+- **BM25** — the ranking function. Titles weigh 4×, headings 2×, body 1×, code 0.35×. Tunable in the index generator.
+- **Index** — `search-index.json`. Compact tuple format with term postings, document refs, and chunk refs.
+- **Content store** — `search-content.json`. The actual chunk text, separated from the index so you can search without loading content, then read content lazily for excerpts and answers.
+
+## Build-time indexing
+
+Generate after MDX conversion:
+
+```ts
+import { generateDocsSearchFiles } from "leadtype/search/node";
+
+await generateDocsSearchFiles({
+  outDir: "public",
+  baseUrl: "https://docs.example.com",
+});
+```
+
+The generator reads markdown under `<outDir>/docs/` and writes:
+
+```
+<outDir>/docs/search-index.json
+<outDir>/docs/search-content.json
+```
+
+Splitting them keeps the index small (load on every search) while content stays cheap (load on result hover or answer generation).
+
+## Runtime search
+
+The runtime is edge-safe — no Node APIs, works on Vercel, Cloudflare, and anywhere else:
+
+```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 }
+);
+```
+
+Results include heading paths, hash URLs, and snippets ready for a search UI.
+
+## Reading docs at runtime
+
+The same index doubles as a virtual filesystem. Three readers, picked by what you have:
+
+```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);
+```
+
+Use `readDocsContentFile` when you need the entire page (for context links). Use `readDocsContentChunk` when a search result already named the right heading.
+
+## Source-grounded answers
+
+`createAnswerContext` turns a query plus retrieved chunks into a `system` and `prompt` you pass to any model:
+
+```ts
+import { createAnswerContext } from "leadtype/search";
+
+const context = createAnswerContext(index, "how do I run lint?", {
+  content,
+  productName: "My Library",
+});
+// → { system, prompt, sources }
+```
+
+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.
+
+## Streaming via provider entry points
+
+Three thin wrappers around `createAnswerContext` that stream a Response and surface sources separately. Use one matching your runtime:
+
+```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",
+});
+```
+
+`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") } })`.
+
+## Bash tool adapters
+
+When you want an agent to **explore docs with shell commands** instead of receiving pre-selected chunks:
+
+```ts
+import { createDocsBashTool } from "leadtype/search/vercel";
+
+const { tools, instructions } = await createDocsBashTool(index, content);
+```
+
+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.
+
+## Abuse guards
+
+Reusable 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.
+
+## When to add embeddings
+
+Start 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.
\ No newline at end of file
diff --git a/docs/remark.mdx b/docs/remark.mdx
deleted file mode 100644
index d8bbb6e..0000000
--- a/docs/remark.mdx
+++ /dev/null
@@ -1,74 +0,0 @@
----
-title: "Remark"
-description: "Reference for the remark plugins and default plugin pipeline exported by leadtype."
-group: remark
----
-
-# Remark
-
-Import from:
-
-```ts
-import {
-  defaultRemarkPlugins,
-  remarkInclude,
-  remarkTypeTableToMarkdown,
-} from "leadtype/remark";
-```
-
-## Default Plugin Stack
-
-`defaultRemarkPlugins` is the standard MDX-to-markdown pipeline for agent docs.
-
-Order matters. The stack:
-
-1. Removes MDX imports.
-2. Resolves docs placeholders.
-3. Flattens JSX-heavy authoring components into plain markdown.
-
-The default array includes:
-
-- `remarkRemoveImports`
-- `remarkResolveDocPlaceholders`
-- `remarkCalloutToMarkdown`
-- `remarkCardsToMarkdown`
-- `remarkMermaidToMarkdown`
-- `remarkCommandTabsToMarkdown`
-- `remarkStepsToMarkdown`
-- `remarkTabsToMarkdown`
-- `remarkTypeTableToMarkdown`
-
-## When To Add Extra Plugins
-
-### `remarkInclude`
-
-Add this when the source docs use include tags or partial composition:
-
-```ts
-remarkPlugins: [remarkInclude, ...defaultRemarkPlugins]
-```
-
-Place it before the default plugins so included content is expanded before JSX flattening runs.
-
-### `remarkTypeTableToMarkdown`
-
-This plugin can be used directly when you only need type-table extraction and not the full pipeline. It pairs with `<ExtractedTypeTable>` in MDX, which references a TypeScript file and a type name; the plugin reads the file at build time and renders a markdown table.
-
-Live example — extracted from `./apps/example/type-fixtures/pipeline-example.ts`:
-
-<ExtractedTypeTable
-  name="PipelineExampleOptions"
-  path="./apps/example/type-fixtures/pipeline-example.ts"
-/>
-
-## Plugin Selection Guide
-
-- Use `defaultRemarkPlugins` for agent or LLM output.
-- Add `remarkInclude` when docs are composed from shared fragments.
-- Use individual plugins only when a consumer needs a custom order or intentionally omits behavior.
-
-## Guidance
-
-- Do not reorder the default stack casually. Import stripping and placeholder resolution need to happen before markdown flattening.
-- Keep custom plugins small and place them with intent. Content-shaping plugins usually belong before the default component flatteners.
-- If the problem is output quality rather than raw parsing, start by checking the converted markdown from [Convert](/docs/convert) before changing plugin order.
diff --git a/docs/search.mdx b/docs/search.mdx
deleted file mode 100644
index fdb8d2c..0000000
--- a/docs/search.mdx
+++ /dev/null
@@ -1,223 +0,0 @@
----
-title: Search
-description: Generate and query a static docs search index, then stream source-grounded AI answers.
-group: search
----
-
-# Search
-
-Import runtime helpers from:
-
-```ts
-import {
-  createAnswerContext,
-  createMemoryRateLimiter,
-  type DocsSearchContentStore,
-  type DocsSearchIndex,
-  listDocsContentFiles,
-  readDocsContentChunk,
-  readDocsContentFile,
-  readJsonWithLimit,
-  searchDocs,
-  validateDocsQuery,
-} from "leadtype/search";
-```
-
-Import the Node-only generator from:
-
-```ts
-import { generateDocsSearchFiles } from "leadtype/search/node";
-```
-
-Use the provider entrypoints for answer streaming and provider-compatible bash
-tools:
-
-```ts
-import { streamDocsAnswer as streamVercelDocsAnswer } from "leadtype/search/vercel";
-import { streamDocsAnswer as streamTanStackDocsAnswer } from "leadtype/search/tanstack";
-import { streamDocsAnswer as streamCloudflareDocsAnswer } from "leadtype/search/cloudflare";
-```
-
-| Use case | Import |
-| --- | --- |
-| Search, content reads, request guards, and rate limiting | `leadtype/search` |
-| Vercel AI Gateway / AI SDK answer + bash tools | `leadtype/search/vercel` |
-| TanStack AI answer + bash tools | `leadtype/search/tanstack` |
-| Cloudflare AI Gateway / Workers AI answer + bash tools | `leadtype/search/cloudflare` |
-
-## Build-Time Indexing
-
-Generate the index after converting MDX to markdown:
-
-```ts
-await generateDocsSearchFiles({
-  outDir: "public",
-  baseUrl: "https://docs.example.com",
-});
-```
-
-The generator reads markdown under `{outDir}/docs` and writes split files by
-default:
-
-```txt
-{outDir}/docs/search-index.json
-{outDir}/docs/search-content.json
-```
-
-`search-index.json` uses a compact v2 tuple format for documents, chunks, and
-term postings. `search-content.json` stores answer-source text separately. This
-keeps search metadata smaller and gives the AI path a precise way to read only
-the page or heading chunks it needs.
-
-## Runtime Search
-
-The core runtime is edge-safe. Import both generated JSON files and pass content
-when you want excerpts:
-
-```ts
-const results = searchDocs(indexJson as DocsSearchIndex, "tabs install", {
-  content: contentJson as DocsSearchContentStore,
-});
-```
-
-Search uses normalized tokens, a small stopword list, heading-aware chunks, and
-BM25-style ranking. Titles and headings are weighted above body text; code is
-searchable with a lower weight.
-
-## Docs Content Files
-
-The same generated index also acts as a small virtual docs filesystem:
-
-```ts
-const files = listDocsContentFiles(indexJson as DocsSearchIndex);
-const quickstart = readDocsContentFile(
-  indexJson as DocsSearchIndex,
-  "guides/quickstart",
-  contentJson as DocsSearchContentStore
-);
-const sourceChunk = readDocsContentChunk(
-  indexJson as DocsSearchIndex,
-  "chunk-0",
-  contentJson as DocsSearchContentStore
-);
-```
-
-Use `readDocsContentFile` when a UI or agent wants a whole normalized page. Use
-`readDocsContentChunk` when the search result already identifies the relevant
-heading chunk. Returned chunks include heading paths, hash URLs, source text, and
-metadata needed for citations.
-
-## Answer Context
-
-Use `createAnswerContext` when wiring a custom model call:
-
-```ts
-const context = createAnswerContext(indexJson as DocsSearchIndex, query, {
-  content: contentJson as DocsSearchContentStore,
-  productName: "My Docs",
-});
-```
-
-The returned `system` and `prompt` instruct the model to answer only from
-retrieved docs context, cite sources with `[1]` style citations, treat docs text
-as untrusted reference content, and say when context is insufficient.
-
-## Vercel AI Gateway / AI SDK Streaming
-
-Use `streamDocsAnswer` for a minimal Vercel AI SDK integration:
-
-```ts
-import { streamDocsAnswer } from "leadtype/search/vercel";
-
-const { response, sources } = streamDocsAnswer({
-  index: indexJson as DocsSearchIndex,
-  content: contentJson as DocsSearchContentStore,
-  query,
-  model: process.env.DOCS_SEARCH_MODEL ?? "openai/gpt-5.4-mini",
-  productName: "My Docs",
-});
-```
-
-`streamDocsAnswer` returns a plain text `Response`. Display `sources`
-separately in your own UI; they are metadata for source links, not embedded in
-the streamed answer.
-
-## BYO Gateway Streaming
-
-TanStack callers pass the adapter explicitly:
-
-```ts
-import { streamDocsAnswer } from "leadtype/search/tanstack";
-
-const { response, sources } = streamDocsAnswer({
-  index: indexJson as DocsSearchIndex,
-  content: contentJson as DocsSearchContentStore,
-  query,
-  adapter,
-});
-```
-
-Cloudflare callers use explicit provider mapping:
-
-```ts
-import {
-  createCloudflareDocsAdapter,
-  streamDocsAnswer,
-} from "leadtype/search/cloudflare";
-
-const adapter = createCloudflareDocsAdapter({
-  provider: "openai",
-  model: "gpt-4o",
-  options: {
-    binding: env.AI.gateway("docs-gateway"),
-  },
-});
-
-const { response, sources } = streamDocsAnswer({
-  index: indexJson as DocsSearchIndex,
-  content: contentJson as DocsSearchContentStore,
-  query,
-  adapter,
-});
-```
-
-## Bash Tool Adapters
-
-Use the matching provider entrypoint when an agent should inspect docs through
-shell commands instead of receiving only preselected chunks:
-
-```ts
-import { createDocsBashTool } from "leadtype/search/vercel";
-
-const { tools, instructions } = await createDocsBashTool(
-  indexJson as DocsSearchIndex,
-  contentJson as DocsSearchContentStore
-);
-```
-
-Vercel wraps the read-only `/docs` filesystem with `bash-tool`. TanStack and
-Cloudflare export `createDocsBashTools`, which exposes native TanStack tools over
-the same filesystem. Network commands, Python, JavaScript execution, and
-filesystem writes are disabled by default.
-
-## Abuse Guards
-
-The package includes reusable request-path utilities:
-
-* `validateDocsQuery` trims and caps query text.
-* `readJsonWithLimit` rejects oversized JSON bodies before parsing.
-* `getClientIdentifier` reads common proxy IP headers.
-* `createMemoryRateLimiter` implements the `RateLimiter` interface for demos.
-
-In-memory rate limiting is not strong across serverless instances. Production
-docs sites should adapt the `RateLimiter` interface to a shared store such as
-Redis, Vercel KV, Cloudflare KV, or Durable Objects.
-
-## When To Use Embeddings
-
-Start with the local index for most docs sites. It is static, cheap, portable to
-Vercel and Cloudflare, and has no request-time database dependency. As docs grow,
-keep lexical search for exact APIs, config keys, paths, and errors; add a
-virtual content layer for precise page reads; then add embeddings or hosted
-search when users need semantic matches that do not share vocabulary with the
-docs, or when chunk counts become large enough to hurt cold-start memory.
diff --git a/evals/.env.example b/evals/.env.example
new file mode 100644
index 0000000..18c64aa
--- /dev/null
+++ b/evals/.env.example
@@ -0,0 +1,5 @@
+# Vercel AI Gateway key — auths every model call from the harness.
+# The gateway brokers Anthropic, OpenAI, Google, etc. through one key, so
+# we don't need separate ANTHROPIC_API_KEY / OPENAI_API_KEY env vars.
+# Get one at https://vercel.com/dashboard/ai-gateway.
+AI_GATEWAY_API_KEY=
diff --git a/evals/README.md b/evals/README.md
new file mode 100644
index 0000000..7698cc9
--- /dev/null
+++ b/evals/README.md
@@ -0,0 +1,103 @@
+# leadtype agent evals
+
+Measure whether real coding agents (Claude, GPT) discover and use leadtype's bundled docs (`AGENTS.md` + `docs/*.md`) when they're working in a project that depends on the package. Custom harness on the Vercel AI SDK — no Docker, no Vercel platform dependency.
+
+## What this answers
+
+- **Discovery rate** — does the agent open `node_modules/leadtype/AGENTS.md` before guessing?
+- **Pass rate** — can it complete leadtype-related tasks correctly?
+- **Treatment vs control delta** — pass rate WITH bundled docs minus WITHOUT. The bundled docs' value, in numbers.
+- **Per-topic hit rate** — which `.md` files actually get read.
+
+## How it works
+
+For each fixture × mode (treatment | control), the harness:
+
+1. Creates a tempdir, copies the fixture's starter files in.
+2. Runs `npm install <leadtype-tarball>` so `node_modules/leadtype/` looks like a real install.
+3. In **control** mode, deletes `AGENTS.md` and `docs/` from the installed package — the agent has to fall back to its training data.
+4. Runs `generateText` from the AI SDK with a small set of path-scoped tools: `read`, `write`, `list`, `glob`, `grep`, plus a narrow `npm` tool (allowlist: `pack`, `install` only).
+5. Records every tool call into a transcript JSON.
+6. Spawns vitest against the fixture's `EVAL.ts`, which asserts on the transcript (e.g., "did the agent read `node_modules/leadtype/AGENTS.md`?").
+
+No shell, no Docker, no escape vector — every tool call resolves paths relative to the tempdir at the JS level (`resolveScoped` in `lib/tools.ts`). The agent literally cannot see anything outside the tempdir.
+
+## Setup
+
+```bash
+cd evals
+cp .env.example .env
+# Fill in AI_GATEWAY_API_KEY. Models route through Vercel AI Gateway —
+# one key handles Anthropic, OpenAI, Google, etc.
+bun install
+
+# Pack leadtype as a tarball that the harness installs into each sandbox.
+bun run pack-leadtype
+```
+
+## Run
+
+```bash
+# Smoke test — one fixture, treatment mode, 1 run, default model.
+bun run evals -- --fixture wire-content-negotiation --mode treatment
+
+# Full matrix on the default model (claude-haiku-4-5).
+bun run evals
+
+# Flagship Anthropic model.
+bun run evals -- --model claude-opus-4-7
+
+# Flagship OpenAI model (needs OPENAI_API_KEY).
+bun run evals -- --model gpt-5.5
+
+# Stack repetitions.
+bun run evals -- --runs 3
+```
+
+## CLI flags
+
+| Flag | Default | Description |
+| --- | --- | --- |
+| `--fixture <name>` | (all) | Run only one fixture from `evals/<name>/`. |
+| `--mode <m>` | both | `treatment` or `control`. |
+| `--model <id>` | `claude-haiku-4-5` | Any `@ai-sdk/anthropic` or `@ai-sdk/openai` model id. Strings starting with `gpt-` route to OpenAI; everything else to Anthropic. |
+| `--runs <n>` | `1` | Repetitions per (fixture × mode). |
+
+## Layout
+
+```
+evals/
+├── lib/
+│   ├── tools.ts        # 6 path-scoped AI SDK tools (read/write/list/glob/grep/npm)
+│   ├── tools.test.ts   # path-escape unit tests
+│   ├── sandbox.ts      # tempdir lifecycle, npm install, control-mode strip
+│   └── transcript.ts   # transcript types + writer/reader
+├── evals/              # fixtures
+│   ├── wire-content-negotiation/  (PROMPT.md, EVAL.ts, vite.config.ts, package.json)
+│   ├── validate-in-ci/            (PROMPT.md, EVAL.ts, package.json)
+│   ├── explain-cli-flag/          (PROMPT.md, EVAL.ts, package.json)
+│   └── bundle-own-docs/           (PROMPT.md, EVAL.ts, package.json)
+└── run-eval.ts         # entry — discovers fixtures, dispatches runs, prints summary
+```
+
+Each fixture's `PROMPT.md` is the task description. `EVAL.ts` reads the transcript via `readTranscript()` and asserts on `transcript.toolCalls` (e.g. did `read` tool open AGENTS.md?) plus the final state of files the agent wrote.
+
+## Interpreting results
+
+The summary table:
+
+```
+fixture                          treatment   control   delta   discovered AGENTS.md (treatment)
+wire-content-negotiation         3/3         0/3       +100%   3/3
+validate-in-ci                   3/3         2/3       +33%    3/3
+explain-cli-flag                 3/3         0/3       +100%   3/3
+bundle-own-docs                  2/3         0/3       +67%    3/3
+```
+
+A small delta on a fixture means the bundled docs aren't pulling their weight there — either the task is solvable from training data, or our docs page on that topic isn't earning agent visits. A 0/N treatment column means the AGENTS.md flow itself is broken (or the assertion is too strict).
+
+## Tests
+
+```bash
+bun test lib   # unit tests for resolveScoped + read/write tools
+```
diff --git a/evals/bun.lock b/evals/bun.lock
new file mode 100644
index 0000000..5248d99
--- /dev/null
+++ b/evals/bun.lock
@@ -0,0 +1,258 @@
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+    "queue-microtask": ["queue-microtask@1.2.3", "", {}, "sha512-NuaNSa6flKT5JaSYQzJok04JzTL1CA6aGhv5rfLW3PgqA+M2ChpZQnAC8h8i4ZFkBS8X5RqkDBHA7r4hej3K9A=="],
+
+    "reusify": ["reusify@1.1.0", "", {}, "sha512-g6QUff04oZpHs0eG5p83rFLhHeV00ug/Yf9nZM6fLeUrPguBTkTQOdpAWWspMh55TZfVQDPaN3NQJfbVRAxdIw=="],
+
+    "rollup": ["rollup@4.60.3", "", { "dependencies": { "@types/estree": "1.0.8" }, "optionalDependencies": { "@rollup/rollup-android-arm-eabi": "4.60.3", "@rollup/rollup-android-arm64": "4.60.3", "@rollup/rollup-darwin-arm64": "4.60.3", "@rollup/rollup-darwin-x64": "4.60.3", "@rollup/rollup-freebsd-arm64": "4.60.3", "@rollup/rollup-freebsd-x64": "4.60.3", "@rollup/rollup-linux-arm-gnueabihf": "4.60.3", "@rollup/rollup-linux-arm-musleabihf": "4.60.3", "@rollup/rollup-linux-arm64-gnu": "4.60.3", "@rollup/rollup-linux-arm64-musl": "4.60.3", "@rollup/rollup-linux-loong64-gnu": "4.60.3", "@rollup/rollup-linux-loong64-musl": "4.60.3", "@rollup/rollup-linux-ppc64-gnu": "4.60.3", "@rollup/rollup-linux-ppc64-musl": "4.60.3", "@rollup/rollup-linux-riscv64-gnu": "4.60.3", "@rollup/rollup-linux-riscv64-musl": "4.60.3", "@rollup/rollup-linux-s390x-gnu": "4.60.3", "@rollup/rollup-linux-x64-gnu": "4.60.3", "@rollup/rollup-linux-x64-musl": "4.60.3", "@rollup/rollup-openbsd-x64": "4.60.3", "@rollup/rollup-openharmony-arm64": "4.60.3", "@rollup/rollup-win32-arm64-msvc": "4.60.3", "@rollup/rollup-win32-ia32-msvc": "4.60.3", "@rollup/rollup-win32-x64-gnu": "4.60.3", "@rollup/rollup-win32-x64-msvc": "4.60.3", "fsevents": "~2.3.2" }, "bin": { "rollup": "dist/bin/rollup" } }, "sha512-pAQK9HalE84QSm4Po3EmWIZPd3FnjkShVkiMlz1iligWYkWQ7wHYd1PF/T7QZ5TVSD6uSTon5gBVMSM4JfBV+A=="],
+
+    "run-parallel": ["run-parallel@1.2.0", "", { "dependencies": { "queue-microtask": "^1.2.2" } }, "sha512-5l4VyZR86LZ/lDxZTR6jqL8AFE2S0IFLMP26AbjsLVADxHdhB/c0GUsH+y39UfCi3dzz8OlQuPmnaJOMoDHQBA=="],
+
+    "siginfo": ["siginfo@2.0.0", "", {}, "sha512-ybx0WO1/8bSBLEWXZvEd7gMW3Sn3JFlW3TvX1nREbDLRNQNaeNN8WK0meBwPdAaOI7TtRRRJn/Es1zhrrCHu7g=="],
+
+    "source-map-js": ["source-map-js@1.2.1", "", {}, "sha512-UXWMKhLOwVKb728IUtQPXxfYU+usdybtUrK/8uGE8CQMvrhOpwvzDBwj0QhSL7MQc7vIsISBG8VQ8+IDQxpfQA=="],
+
+    "stackback": ["stackback@0.0.2", "", {}, "sha512-1XMJE5fQo1jGH6Y/7ebnwPOBEkIEnT4QF32d5R1+VXdXveM0IBMJt8zfaxX1P3QhVwrYe+576+jkANtSS2mBbw=="],
+
+    "std-env": ["std-env@3.10.0", "", {}, "sha512-5GS12FdOZNliM5mAOxFRg7Ir0pWz8MdpYm6AY6VPkGpbA7ZzmbzNcBJQ0GPvvyWgcY7QAhCgf9Uy89I03faLkg=="],
+
+    "tinybench": ["tinybench@2.9.0", "", {}, "sha512-0+DUvqWMValLmha6lr4kD8iAMK1HzV0/aKnCtWb9v9641TnP/MFb7Pc2bxoxQjTXAErryXVgUOfv2YqNllqGeg=="],
+
+    "tinyexec": ["tinyexec@0.3.2", "", {}, "sha512-KQQR9yN7R5+OSwaK0XQoj22pwHoTlgYqmUscPYoknOoWCWfj/5/ABTMRi69FrKU5ffPVh5QcFikpWJI/P1ocHA=="],
+
+    "tinypool": ["tinypool@1.1.1", "", {}, "sha512-Zba82s87IFq9A9XmjiX5uZA/ARWDrB03OHlq+Vw1fSdt0I+4/Kutwy8BP4Y/y/aORMo61FQ0vIb5j44vSo5Pkg=="],
+
+    "tinyrainbow": ["tinyrainbow@1.2.0", "", {}, "sha512-weEDEq7Z5eTHPDh4xjX789+fHfF+P8boiFB+0vbWzpbnbsEr/GRaohi/uMKxg8RZMXnl1ItAi/IUHWMsjDV7kQ=="],
+
+    "tinyspy": ["tinyspy@3.0.2", "", {}, "sha512-n1cw8k1k0x4pgA2+9XrOkFydTerNcJ1zWCO5Nn9scWHTD+5tp8dghT2x1uduQePZTZgd3Tupf+x9BxJjeJi77Q=="],
+
+    "to-regex-range": ["to-regex-range@5.0.1", "", { "dependencies": { "is-number": "^7.0.0" } }, "sha512-65P7iz6X5yEr1cwcgvQxbbIw7Uk3gOy5dIdtZ4rDveLqhrdJP+Li/Hx6tyK0NEb+2GCyneCMJiGqrADCSNk8sQ=="],
+
+    "undici-types": ["undici-types@7.19.2", "", {}, "sha512-qYVnV5OEm2AW8cJMCpdV20CDyaN3g0AjDlOGf1OW4iaDEx8MwdtChUp4zu4H0VP3nDRF/8RKWH+IPp9uW0YGZg=="],
+
+    "vite": ["vite@5.4.21", "", { "dependencies": { "esbuild": "^0.21.3", "postcss": "^8.4.43", "rollup": "^4.20.0" }, "optionalDependencies": { "fsevents": "~2.3.3" }, "peerDependencies": { "@types/node": "^18.0.0 || >=20.0.0", "less": "*", "lightningcss": "^1.21.0", "sass": "*", "sass-embedded": "*", "stylus": "*", "sugarss": "*", "terser": "^5.4.0" }, "optionalPeers": ["@types/node", "less", "lightningcss", "sass", "sass-embedded", "stylus", "sugarss", "terser"], "bin": { "vite": "bin/vite.js" } }, "sha512-o5a9xKjbtuhY6Bi5S3+HvbRERmouabWbyUcpXXUA1u+GNUKoROi9byOJ8M0nHbHYHkYICiMlqxkg1KkYmm25Sw=="],
+
+    "vite-node": ["vite-node@2.1.9", "", { "dependencies": { "cac": "^6.7.14", "debug": "^4.3.7", "es-module-lexer": "^1.5.4", "pathe": "^1.1.2", "vite": "^5.0.0" }, "bin": { "vite-node": "vite-node.mjs" } }, "sha512-AM9aQ/IPrW/6ENLQg3AGY4K1N2TGZdR5e4gu/MmmR2xR3Ll1+dib+nook92g4TV3PXVyeyxdWwtaCAiUL0hMxA=="],
+
+    "vitest": ["vitest@2.1.9", "", { "dependencies": { "@vitest/expect": "2.1.9", "@vitest/mocker": "2.1.9", "@vitest/pretty-format": "^2.1.9", "@vitest/runner": "2.1.9", "@vitest/snapshot": "2.1.9", "@vitest/spy": "2.1.9", "@vitest/utils": "2.1.9", "chai": "^5.1.2", "debug": "^4.3.7", "expect-type": "^1.1.0", "magic-string": "^0.30.12", "pathe": "^1.1.2", "std-env": "^3.8.0", "tinybench": "^2.9.0", "tinyexec": "^0.3.1", "tinypool": "^1.0.1", "tinyrainbow": "^1.2.0", "vite": "^5.0.0", "vite-node": "2.1.9", "why-is-node-running": "^2.3.0" }, "peerDependencies": { "@edge-runtime/vm": "*", "@types/node": "^18.0.0 || >=20.0.0", "@vitest/browser": "2.1.9", "@vitest/ui": "2.1.9", "happy-dom": "*", "jsdom": "*" }, "optionalPeers": ["@edge-runtime/vm", "@types/node", "@vitest/browser", "@vitest/ui", "happy-dom", "jsdom"], "bin": { "vitest": "vitest.mjs" } }, "sha512-MSmPM9REYqDGBI8439mA4mWhV5sKmDlBKWIYbA3lRb2PTHACE0mgKwA8yQ2xq9vxDTuk4iPrECBAEW2aoFXY0Q=="],
+
+    "why-is-node-running": ["why-is-node-running@2.3.0", "", { "dependencies": { "siginfo": "^2.0.0", "stackback": "0.0.2" }, "bin": { "why-is-node-running": "cli.js" } }, "sha512-hUrmaWBdVDcxvYqnyh09zunKzROWjbZTiNy8dBEjkS7ehEDQibXJ7XvlmtbwuTclUiIyN+CyXQD4Vmko8fNm8w=="],
+
+    "zod": ["zod@3.25.76", "", {}, "sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ=="],
+
+    "rollup/@types/estree": ["@types/estree@1.0.8", "", {}, "sha512-dWHzHa2WqEXI/O1E9OjrocMTKJl2mSrEolh1Iomrv6U+JuNwaHXsXx9bLu5gG7BUWFIN0skIQJQ/L1rIex4X6w=="],
+  }
+}
diff --git a/evals/evals/bundle-own-docs/EVAL.ts b/evals/evals/bundle-own-docs/EVAL.ts
new file mode 100644
index 0000000..e49f8ca
--- /dev/null
+++ b/evals/evals/bundle-own-docs/EVAL.ts
@@ -0,0 +1,63 @@
+import { existsSync, readFileSync } from "node:fs";
+import { dirname, resolve } from "node:path";
+import { describe, expect, it } from "vitest";
+import { readTranscript } from "../../lib/transcript";
+
+const transcript = await readTranscript();
+const projectRoot = process.env.TRANSCRIPT_PATH
+  ? resolve(dirname(process.env.TRANSCRIPT_PATH), "..")
+  : "";
+
+const reads = transcript.toolCalls
+  .filter((c) => c.tool === "read" && typeof c.args.path === "string")
+  .map((c) => c.args.path as string);
+
+const npmCalls = transcript.toolCalls.filter((c) => c.tool === "npm");
+
+describe("bundle-own-docs", () => {
+  it("agent read AGENTS.md", () => {
+    expect(
+      reads.some((p) => p.includes("node_modules/leadtype/AGENTS.md"))
+    ).toBe(true);
+  });
+
+  it("agent read the bundle-package-docs guide", () => {
+    expect(
+      reads.some((p) =>
+        p.includes("node_modules/leadtype/docs/build/bundle-package-docs.md")
+      )
+    ).toBe(true);
+  });
+
+  it("package.json has AGENTS.md in files and a prepack script using --bundle", () => {
+    const pkgPath = resolve(projectRoot, "package.json");
+    if (!existsSync(pkgPath)) {
+      throw new Error(`package.json not at ${pkgPath}`);
+    }
+    const pkg = JSON.parse(readFileSync(pkgPath, "utf-8")) as {
+      files?: string[];
+      scripts?: Record<string, string>;
+    };
+    expect(pkg.files ?? []).toContain("AGENTS.md");
+    const prepack = pkg.scripts?.prepack ?? "";
+    expect(prepack).toMatch(/leadtype/);
+    expect(prepack).toMatch(/--bundle/);
+  });
+
+  it("agent ran npm pack --dry-run via the npm tool", () => {
+    expect(
+      npmCalls.some(
+        (c) =>
+          c.args.subcommand === "pack" &&
+          Array.isArray(c.args.args) &&
+          (c.args.args as string[]).includes("--dry-run")
+      )
+    ).toBe(true);
+  });
+
+  it("a stub docs/index.mdx was created", () => {
+    expect(
+      transcript.filesModified.some((p) => p.endsWith("docs/index.mdx"))
+    ).toBe(true);
+  });
+});
diff --git a/evals/evals/bundle-own-docs/PROMPT.md b/evals/evals/bundle-own-docs/PROMPT.md
new file mode 100644
index 0000000..2bfdb5f
--- /dev/null
+++ b/evals/evals/bundle-own-docs/PROMPT.md
@@ -0,0 +1,11 @@
+This is a stub library that wants to ship agent-readable docs inside its npm tarball so coding agents can discover them after `npm install`.
+
+Configure it:
+
+1. Update `package.json` so `AGENTS.md` ships in the published files.
+2. Add a `prepack` script that runs `leadtype generate --bundle` from the repo root (`../../`) into the package directory (`.`).
+3. Add a stub `docs/index.mdx` at the repo root with valid frontmatter (title, description, group) so the pipeline has something to convert.
+
+Run `npm pack --dry-run` and confirm `AGENTS.md` and at least one `.md` under `docs/` appear in the file list.
+
+A `leadtype` package is already installed. Use whatever resources it provides if helpful.
diff --git a/evals/evals/bundle-own-docs/package.json b/evals/evals/bundle-own-docs/package.json
new file mode 100644
index 0000000..70d4147
--- /dev/null
+++ b/evals/evals/bundle-own-docs/package.json
@@ -0,0 +1,15 @@
+{
+  "name": "stub-library",
+  "version": "0.0.0",
+  "private": false,
+  "type": "module",
+  "files": [
+    "dist"
+  ],
+  "scripts": {
+    "test": "vitest run"
+  },
+  "devDependencies": {
+    "vitest": "^2.1.8"
+  }
+}
diff --git a/evals/evals/explain-cli-flag/EVAL.ts b/evals/evals/explain-cli-flag/EVAL.ts
new file mode 100644
index 0000000..ca9aaea
--- /dev/null
+++ b/evals/evals/explain-cli-flag/EVAL.ts
@@ -0,0 +1,40 @@
+import { existsSync, readFileSync } from "node:fs";
+import { dirname, resolve } from "node:path";
+import { describe, expect, it } from "vitest";
+import { readTranscript } from "../../lib/transcript";
+
+const transcript = await readTranscript();
+const projectRoot = process.env.TRANSCRIPT_PATH
+  ? resolve(dirname(process.env.TRANSCRIPT_PATH), "..")
+  : "";
+
+const reads = transcript.toolCalls
+  .filter((c) => c.tool === "read" && typeof c.args.path === "string")
+  .map((c) => c.args.path as string);
+
+describe("explain-cli-flag", () => {
+  it("agent read AGENTS.md", () => {
+    expect(
+      reads.some((p) => p.includes("node_modules/leadtype/AGENTS.md"))
+    ).toBe(true);
+  });
+
+  it("agent read the CLI reference", () => {
+    expect(
+      reads.some((p) =>
+        p.includes("node_modules/leadtype/docs/reference/cli.md")
+      )
+    ).toBe(true);
+  });
+
+  it("answer mentions lastModified and lastAuthor", () => {
+    const answerPath = resolve(projectRoot, "ANSWER.md");
+    if (!existsSync(answerPath)) {
+      throw new Error(`ANSWER.md not produced at ${answerPath}`);
+    }
+    const answer = readFileSync(answerPath, "utf-8");
+    expect(answer).toMatch(/lastModified/);
+    expect(answer).toMatch(/lastAuthor/);
+    expect(answer).toMatch(/git/i);
+  });
+});
diff --git a/evals/evals/explain-cli-flag/PROMPT.md b/evals/evals/explain-cli-flag/PROMPT.md
new file mode 100644
index 0000000..eca7aca
--- /dev/null
+++ b/evals/evals/explain-cli-flag/PROMPT.md
@@ -0,0 +1,3 @@
+In one paragraph, write to `ANSWER.md` what the `--enrich-git` flag does on `leadtype generate`. Be specific: name the frontmatter fields it adds and where they come from.
+
+A `leadtype` package is already installed. Use whatever resources it provides if helpful.
diff --git a/evals/evals/explain-cli-flag/package.json b/evals/evals/explain-cli-flag/package.json
new file mode 100644
index 0000000..dfbf635
--- /dev/null
+++ b/evals/evals/explain-cli-flag/package.json
@@ -0,0 +1,11 @@
+{
+  "name": "explain-cli-flag-fixture",
+  "private": true,
+  "type": "module",
+  "scripts": {
+    "test": "vitest run"
+  },
+  "devDependencies": {
+    "vitest": "^2.1.8"
+  }
+}
diff --git a/evals/evals/validate-in-ci/EVAL.ts b/evals/evals/validate-in-ci/EVAL.ts
new file mode 100644
index 0000000..7805d6e
--- /dev/null
+++ b/evals/evals/validate-in-ci/EVAL.ts
@@ -0,0 +1,54 @@
+import { existsSync, readFileSync } from "node:fs";
+import { dirname, resolve } from "node:path";
+import { describe, expect, it } from "vitest";
+import { readTranscript } from "../../lib/transcript";
+
+const transcript = await readTranscript();
+const projectRoot = process.env.TRANSCRIPT_PATH
+  ? resolve(dirname(process.env.TRANSCRIPT_PATH), "..")
+  : "";
+
+const reads = transcript.toolCalls
+  .filter((c) => c.tool === "read" && typeof c.args.path === "string")
+  .map((c) => c.args.path as string);
+
+describe("validate-in-ci", () => {
+  it("agent discovered the bundled AGENTS.md", () => {
+    expect(
+      reads.some((p) => p.includes("node_modules/leadtype/AGENTS.md"))
+    ).toBe(true);
+  });
+
+  it("agent read either validate-in-ci or cli reference", () => {
+    expect(
+      reads.some(
+        (p) =>
+          p.includes("node_modules/leadtype/docs/build/validate-in-ci.md") ||
+          p.includes("node_modules/leadtype/docs/reference/cli.md")
+      )
+    ).toBe(true);
+  });
+
+  it("workflow file was created at the right path", () => {
+    expect(
+      transcript.filesModified.some((p) =>
+        p.endsWith(".github/workflows/lint-docs.yml")
+      )
+    ).toBe(true);
+  });
+
+  it("workflow uses the github format and strict flags", () => {
+    const workflowPath = resolve(
+      projectRoot,
+      ".github/workflows/lint-docs.yml"
+    );
+    if (!existsSync(workflowPath)) {
+      throw new Error(`workflow not at ${workflowPath}`);
+    }
+    const source = readFileSync(workflowPath, "utf-8");
+    expect(source).toMatch(/leadtype lint/);
+    expect(source).toMatch(/--format\s+github/);
+    expect(source).toMatch(/--error-unknown/);
+    expect(source).toMatch(/pull_request/);
+  });
+});
diff --git a/evals/evals/validate-in-ci/PROMPT.md b/evals/evals/validate-in-ci/PROMPT.md
new file mode 100644
index 0000000..6978a7d
--- /dev/null
+++ b/evals/evals/validate-in-ci/PROMPT.md
@@ -0,0 +1,10 @@
+Add a GitHub Actions workflow at `.github/workflows/lint-docs.yml` that runs `leadtype lint` against the `docs/` directory on every pull request that touches docs files.
+
+Requirements:
+
+1. Trigger on `pull_request` events that change files matching `docs/**` or `**/*.mdx`.
+2. Use the GitHub Actions annotation format so violations show up as inline comments on the PR.
+3. Treat unknown frontmatter fields as errors (strict mode).
+4. Fail the job if there are any warnings.
+
+A `leadtype` package is already installed. Use whatever resources it provides if helpful.
diff --git a/evals/evals/validate-in-ci/package.json b/evals/evals/validate-in-ci/package.json
new file mode 100644
index 0000000..4fe188b
--- /dev/null
+++ b/evals/evals/validate-in-ci/package.json
@@ -0,0 +1,11 @@
+{
+  "name": "validate-in-ci-fixture",
+  "private": true,
+  "type": "module",
+  "scripts": {
+    "test": "vitest run"
+  },
+  "devDependencies": {
+    "vitest": "^2.1.8"
+  }
+}
diff --git a/evals/evals/wire-content-negotiation/EVAL.ts b/evals/evals/wire-content-negotiation/EVAL.ts
new file mode 100644
index 0000000..440f55c
--- /dev/null
+++ b/evals/evals/wire-content-negotiation/EVAL.ts
@@ -0,0 +1,59 @@
+import { existsSync, readFileSync } from "node:fs";
+import { dirname, resolve } from "node:path";
+import { describe, expect, it } from "vitest";
+import { readTranscript } from "../../lib/transcript";
+
+const transcript = await readTranscript();
+// TRANSCRIPT_PATH is <tempDir>/__transcript__/transcript.json — the project
+// root (where the agent wrote files) is two levels up from that file.
+const projectRoot = process.env.TRANSCRIPT_PATH
+  ? resolve(dirname(process.env.TRANSCRIPT_PATH), "..")
+  : "";
+
+const reads = transcript.toolCalls
+  .filter((c) => c.tool === "read" && typeof c.args.path === "string")
+  .map((c) => c.args.path as string);
+
+function getViteConfigSource(): string {
+  const viteConfigPath = resolve(projectRoot, "vite.config.ts");
+  if (!existsSync(viteConfigPath)) {
+    throw new Error(`vite.config.ts not at expected path ${viteConfigPath}`);
+  }
+  return readFileSync(viteConfigPath, "utf-8");
+}
+
+describe("wire-content-negotiation", () => {
+  it("agent discovered the bundled AGENTS.md", () => {
+    expect(
+      reads.some((p) => p.includes("node_modules/leadtype/AGENTS.md")),
+      `agent did not read node_modules/leadtype/AGENTS.md (read paths: ${JSON.stringify(reads)})`
+    ).toBe(true);
+  });
+
+  it("agent followed AGENTS.md to the connect-docs-site topic", () => {
+    expect(
+      reads.some((p) =>
+        p.includes("node_modules/leadtype/docs/build/connect-docs-site.md")
+      ),
+      "agent did not read the connect-docs-site topic via AGENTS.md links"
+    ).toBe(true);
+  });
+
+  it("vite.config.ts was modified", () => {
+    expect(
+      transcript.filesModified.some((p) => p.endsWith("vite.config.ts"))
+    ).toBe(true);
+  });
+
+  it("middleware sets charset=utf-8", () => {
+    const source = getViteConfigSource();
+    expect(source).toMatch(/charset=utf-8/i);
+  });
+
+  it("middleware rewrites /docs/* paths to .md", () => {
+    const source = getViteConfigSource();
+    expect(source).toMatch(/\/docs/);
+    expect(source).toMatch(/\.md/);
+    expect(source).toMatch(/text\/(markdown|plain)/i);
+  });
+});
diff --git a/evals/evals/wire-content-negotiation/PROMPT.md b/evals/evals/wire-content-negotiation/PROMPT.md
new file mode 100644
index 0000000..c6b4ae5
--- /dev/null
+++ b/evals/evals/wire-content-negotiation/PROMPT.md
@@ -0,0 +1,9 @@
+Add `Accept: text/markdown` content negotiation to this Vite docs app so coding agents can fetch the `.md` version of any page from the same URL humans visit at HTML.
+
+Specifically:
+
+1. Add a Vite plugin in `vite.config.ts` that, for any request under `/docs/*` with `Accept: text/markdown`, rewrites the URL to the `.md` file. Browsers (which send `text/html,*/*`) must keep getting HTML.
+2. Make sure the response advertises `Content-Type: text/markdown; charset=utf-8` — otherwise UTF-8 box-drawing characters and em dashes render as mojibake.
+3. Verify with `curl -I -H "Accept: text/markdown" http://localhost:5173/docs/quickstart` — the response should be `text/markdown; charset=utf-8`.
+
+A `leadtype` package is already installed. Use whatever resources it provides if helpful.
diff --git a/evals/evals/wire-content-negotiation/package.json b/evals/evals/wire-content-negotiation/package.json
new file mode 100644
index 0000000..9777730
--- /dev/null
+++ b/evals/evals/wire-content-negotiation/package.json
@@ -0,0 +1,12 @@
+{
+  "name": "wire-content-negotiation-fixture",
+  "private": true,
+  "type": "module",
+  "scripts": {
+    "test": "vitest run"
+  },
+  "devDependencies": {
+    "vite": "^7.0.0",
+    "vitest": "^2.1.8"
+  }
+}
diff --git a/evals/evals/wire-content-negotiation/vite.config.ts b/evals/evals/wire-content-negotiation/vite.config.ts
new file mode 100644
index 0000000..8008f9b
--- /dev/null
+++ b/evals/evals/wire-content-negotiation/vite.config.ts
@@ -0,0 +1,8 @@
+import { defineConfig } from "vite";
+
+// Starter — agent should add a content-negotiation plugin here.
+export default defineConfig({
+  server: {
+    port: 5173,
+  },
+});
diff --git a/evals/lib/sandbox.ts b/evals/lib/sandbox.ts
new file mode 100644
index 0000000..24a3130
--- /dev/null
+++ b/evals/lib/sandbox.ts
@@ -0,0 +1,105 @@
+import { spawn } from "node:child_process";
+import { existsSync, readdirSync } from "node:fs";
+import { cp, mkdtemp, rm } from "node:fs/promises";
+import { tmpdir } from "node:os";
+import path from "node:path";
+import { fileURLToPath } from "node:url";
+import type { Mode } from "./transcript";
+
+const evalsRoot = fileURLToPath(new URL("..", import.meta.url));
+
+export function findLeadtypeTarball(): string {
+  const tarballDir = path.join(evalsRoot, ".tarballs");
+  if (!existsSync(tarballDir)) {
+    throw new Error(
+      `Run 'bun run pack-leadtype' before evals — no tarballs at ${tarballDir}`
+    );
+  }
+  const tarball = readdirSync(tarballDir).find(
+    (name) => name.startsWith("leadtype-") && name.endsWith(".tgz")
+  );
+  if (!tarball) {
+    throw new Error(`No leadtype-*.tgz found in ${tarballDir}`);
+  }
+  return path.join(tarballDir, tarball);
+}
+
+export type SandboxHandle = {
+  tempDir: string;
+  cleanup: () => Promise<void>;
+};
+
+/**
+ * Create a tempdir, copy the fixture's starter files in (PROMPT.md and
+ * EVAL.ts are excluded — they belong to the harness, not the agent's
+ * project), `npm install` the leadtype tarball, and (in control mode)
+ * strip the bundled docs the agent would otherwise discover.
+ */
+export async function createSandbox(options: {
+  fixtureDir: string;
+  mode: Mode;
+}): Promise<SandboxHandle> {
+  const { fixtureDir, mode } = options;
+  const tempDir = await mkdtemp(path.join(tmpdir(), "leadtype-eval-"));
+
+  try {
+    await cp(fixtureDir, tempDir, {
+      recursive: true,
+      filter: (src) => {
+        const base = path.basename(src);
+        return base !== "PROMPT.md" && base !== "EVAL.ts";
+      },
+    });
+  } catch (err) {
+    const message = err instanceof Error ? err.message : String(err);
+    throw new Error(
+      `Failed to copy fixture ${fixtureDir} → ${tempDir}: ${message}`,
+      { cause: err instanceof Error ? err : undefined }
+    );
+  }
+
+  const tarball = findLeadtypeTarball();
+  await npmInstall(tempDir, tarball);
+
+  if (mode === "control") {
+    await rm(path.join(tempDir, "node_modules", "leadtype", "AGENTS.md"), {
+      force: true,
+    });
+    await rm(path.join(tempDir, "node_modules", "leadtype", "docs"), {
+      force: true,
+      recursive: true,
+    });
+  }
+
+  return {
+    tempDir,
+    cleanup: async () => {
+      await rm(tempDir, { recursive: true, force: true });
+    },
+  };
+}
+
+function npmInstall(tempDir: string, tarball: string): Promise<void> {
+  return new Promise((resolveSpawn, rejectSpawn) => {
+    const proc = spawn("npm", ["install", tarball], {
+      cwd: tempDir,
+      env: {
+        PATH: process.env.PATH ?? "/usr/bin:/bin",
+        NPM_CONFIG_LOGLEVEL: "error",
+        HOME: tempDir,
+      },
+    });
+    let stderr = "";
+    proc.stderr.on("data", (b) => {
+      stderr += b.toString();
+    });
+    proc.on("error", rejectSpawn);
+    proc.on("close", (code) => {
+      if (code === 0) {
+        resolveSpawn();
+      } else {
+        rejectSpawn(new Error(`npm install exited ${code}\n${stderr}`));
+      }
+    });
+  });
+}
diff --git a/evals/lib/tools.test.ts b/evals/lib/tools.test.ts
new file mode 100644
index 0000000..a592dfc
--- /dev/null
+++ b/evals/lib/tools.test.ts
@@ -0,0 +1,100 @@
+import { mkdtemp, rm, writeFile } from "node:fs/promises";
+import { tmpdir } from "node:os";
+import path from "node:path";
+import { afterEach, beforeEach, describe, expect, it } from "vitest";
+import { resolveScoped, scopedTools } from "./tools";
+import type { ToolCall } from "./transcript";
+
+let tempDir: string;
+
+beforeEach(async () => {
+  tempDir = await mkdtemp(path.join(tmpdir(), "tools-test-"));
+});
+
+afterEach(async () => {
+  await rm(tempDir, { force: true, recursive: true });
+});
+
+describe("resolveScoped", () => {
+  it("resolves a relative path inside the tempdir", () => {
+    const result = resolveScoped(tempDir, "subdir/file.txt");
+    expect(result).toBe(path.join(tempDir, "subdir", "file.txt"));
+  });
+
+  it("treats an absolute-looking path as relative to the tempdir", () => {
+    const result = resolveScoped(tempDir, "/some/file.txt");
+    expect(result).toBe(path.join(tempDir, "some", "file.txt"));
+  });
+
+  it("rejects ../../ traversal that escapes the root", () => {
+    expect(() => resolveScoped(tempDir, "../../../etc/passwd")).toThrow(
+      /path escape rejected/
+    );
+  });
+
+  it("rejects subdir/../.. style escapes", () => {
+    expect(() => resolveScoped(tempDir, "subdir/../..")).toThrow(
+      /path escape rejected/
+    );
+  });
+
+  it("rejects an empty path", () => {
+    expect(() => resolveScoped(tempDir, "")).toThrow(/path is required/);
+  });
+
+  it("allows the tempdir root itself", () => {
+    expect(resolveScoped(tempDir, ".")).toBe(path.resolve(tempDir));
+  });
+});
+
+describe("read tool", () => {
+  it("reads a file inside the tempdir and records the call", async () => {
+    await writeFile(path.join(tempDir, "hello.txt"), "world");
+    const transcript: ToolCall[] = [];
+    const filesModified = new Set<string>();
+    const tools = scopedTools({ tempDir, transcript, filesModified });
+
+    const result = await tools.read.execute(
+      { path: "hello.txt" },
+      { toolCallId: "t1", messages: [] }
+    );
+
+    expect(result).toBe("world");
+    expect(transcript).toHaveLength(1);
+    expect(transcript[0]?.tool).toBe("read");
+    expect(transcript[0]?.args.path).toBe("hello.txt");
+  });
+
+  it("rejects a path that escapes the tempdir", async () => {
+    const transcript: ToolCall[] = [];
+    const filesModified = new Set<string>();
+    const tools = scopedTools({ tempDir, transcript, filesModified });
+
+    await expect(
+      tools.read.execute(
+        { path: "../../../etc/passwd" },
+        { toolCallId: "t2", messages: [] }
+      )
+    ).rejects.toThrow(/path escape rejected/);
+    // Failed call is still recorded with an error summary.
+    expect(transcript).toHaveLength(1);
+    expect(transcript[0]?.resultSummary).toMatch(/error: path escape/);
+  });
+});
+
+describe("write tool", () => {
+  it("writes a file under the tempdir and tracks it in filesModified", async () => {
+    const transcript: ToolCall[] = [];
+    const filesModified = new Set<string>();
+    const tools = scopedTools({ tempDir, transcript, filesModified });
+
+    await tools.write.execute(
+      { path: "out/sub/note.md", content: "hi" },
+      { toolCallId: "t3", messages: [] }
+    );
+
+    expect(filesModified.has("out/sub/note.md")).toBe(true);
+    expect(transcript).toHaveLength(1);
+    expect(transcript[0]?.tool).toBe("write");
+  });
+});
diff --git a/evals/lib/tools.ts b/evals/lib/tools.ts
new file mode 100644
index 0000000..5f1917c
--- /dev/null
+++ b/evals/lib/tools.ts
@@ -0,0 +1,342 @@
+import { spawn } from "node:child_process";
+import { mkdir, readdir, readFile, writeFile } from "node:fs/promises";
+import path from "node:path";
+import { tool } from "ai";
+import fg from "fast-glob";
+import { z } from "zod";
+import type { ToolCall } from "./transcript";
+
+const RESULT_SUMMARY_LIMIT = 200;
+
+/**
+ * Resolve an agent-supplied path inside the eval tempdir, rejecting any
+ * path that escapes the root. Treats absolute-looking paths as relative
+ * to the tempdir (strips leading slashes) so the agent can't reach
+ * `/etc/passwd` or `/Users/...` regardless of how it phrases the request.
+ */
+export function resolveScoped(tempDir: string, requested: string): string {
+  if (typeof requested !== "string" || requested.length === 0) {
+    throw new Error("path is required");
+  }
+  const cleaned = requested.replace(/^\/+/, "");
+  const resolved = path.resolve(tempDir, cleaned);
+  const root = path.resolve(tempDir);
+  // Allow exactly the root; require everything else to start with `<root>/`.
+  if (resolved !== root && !resolved.startsWith(root + path.sep)) {
+    throw new Error(`path escape rejected: ${requested}`);
+  }
+  return resolved;
+}
+
+function summarize(value: string): string {
+  return value.length > RESULT_SUMMARY_LIMIT
+    ? `${value.slice(0, RESULT_SUMMARY_LIMIT)}…`
+    : value;
+}
+
+type ToolCtx = {
+  tempDir: string;
+  transcript: ToolCall[];
+  filesModified: Set<string>;
+};
+
+async function recorded<T>(
+  ctx: ToolCtx,
+  toolName: ToolCall["tool"],
+  args: Record<string, unknown>,
+  fn: () => Promise<T>,
+  summarizeResult?: (value: T) => string
+): Promise<T> {
+  const start = Date.now();
+  let result: T;
+  let summary: string | undefined;
+  let errorMessage: string | undefined;
+  try {
+    result = await fn();
+    summary = summarizeResult ? summarizeResult(result) : undefined;
+  } catch (err) {
+    errorMessage = err instanceof Error ? err.message : String(err);
+    throw err;
+  } finally {
+    ctx.transcript.push({
+      tool: toolName,
+      args,
+      resultSummary: errorMessage ? `error: ${errorMessage}` : summary,
+      durationMs: Date.now() - start,
+    });
+  }
+  // biome-ignore lint/style/noNonNullAssertion: result is set unless the catch threw, and that throw rethrows
+  return result!;
+}
+
+const NPM_SUBCOMMANDS = new Set(["pack", "install"]);
+const NPM_ARG_PATTERN = /^-/;
+
+const GREP_HIT_LIMIT = 200;
+const TRUNCATION_NOTICE = `…(truncated at ${GREP_HIT_LIMIT} hits)`;
+
+async function grepInScope(opts: {
+  tempDir: string;
+  targetPath: string;
+  pattern: string;
+  flags: string;
+}): Promise<string> {
+  const { tempDir, targetPath, pattern, flags } = opts;
+  const target = resolveScoped(tempDir, targetPath);
+  const re = new RegExp(pattern, flags);
+  const files = await fg("**/*", {
+    cwd: target,
+    absolute: false,
+    dot: false,
+    onlyFiles: true,
+    followSymbolicLinks: false,
+  });
+  const hits: string[] = [];
+  for (const file of files) {
+    const truncated = await collectFileHits({
+      tempDir,
+      target,
+      file,
+      regex: re,
+      hits,
+    });
+    if (truncated) {
+      return hits.join("\n");
+    }
+  }
+  return hits.length === 0 ? "(no matches)" : hits.join("\n");
+}
+
+async function collectFileHits(opts: {
+  tempDir: string;
+  target: string;
+  file: string;
+  regex: RegExp;
+  hits: string[];
+}): Promise<boolean> {
+  const { tempDir, target, file, regex, hits } = opts;
+  const abs = path.join(target, file);
+  let content: string;
+  try {
+    content = await readFile(abs, "utf-8");
+  } catch {
+    // binary or unreadable file — skip silently.
+    return false;
+  }
+  const rel = path.relative(tempDir, abs).replaceAll(path.sep, "/");
+  const lines = content.split("\n");
+  for (let i = 0; i < lines.length; i++) {
+    if (regex.test(lines[i] ?? "")) {
+      hits.push(`${rel}:${i + 1}: ${lines[i]}`);
+      if (hits.length >= GREP_HIT_LIMIT) {
+        hits.push(TRUNCATION_NOTICE);
+        return true;
+      }
+    }
+  }
+  return false;
+}
+
+export function scopedTools(ctx: ToolCtx) {
+  const { tempDir } = ctx;
+  return {
+    read: tool({
+      description:
+        "Read the contents of a file inside the project. Path is resolved relative to the project root. Use this to inspect files like AGENTS.md, README.md, or any source file.",
+      inputSchema: z.object({
+        path: z.string().describe("File path relative to the project root"),
+      }),
+      execute: ({ path: requestedPath }) =>
+        recorded(
+          ctx,
+          "read",
+          { path: requestedPath },
+          async () => {
+            const target = resolveScoped(tempDir, requestedPath);
+            return await readFile(target, "utf-8");
+          },
+          summarize
+        ),
+    }),
+
+    write: tool({
+      description:
+        "Write a file inside the project, creating parent directories as needed. Overwrites existing content.",
+      inputSchema: z.object({
+        path: z.string().describe("File path relative to the project root"),
+        content: z.string().describe("Full file content to write"),
+      }),
+      execute: async ({ path: requestedPath, content }) =>
+        recorded(
+          ctx,
+          "write",
+          { path: requestedPath, contentLength: content.length },
+          async () => {
+            const target = resolveScoped(tempDir, requestedPath);
+            await mkdir(path.dirname(target), { recursive: true });
+            await writeFile(target, content, "utf-8");
+            ctx.filesModified.add(
+              path.relative(tempDir, target).replaceAll(path.sep, "/")
+            );
+            return { bytesWritten: Buffer.byteLength(content, "utf-8") };
+          },
+          (r) => `wrote ${r.bytesWritten} bytes`
+        ),
+    }),
+
+    list: tool({
+      description:
+        "List entries in a directory inside the project. Returns names with type (file or directory).",
+      inputSchema: z.object({
+        path: z
+          .string()
+          .default(".")
+          .describe(
+            "Directory path relative to the project root. Defaults to the root."
+          ),
+      }),
+      execute: ({ path: requestedPath }) =>
+        recorded(
+          ctx,
+          "list",
+          { path: requestedPath },
+          async () => {
+            const target = resolveScoped(tempDir, requestedPath);
+            const entries = await readdir(target, { withFileTypes: true });
+            return entries
+              .map(
+                (e) =>
+                  `${e.isDirectory() ? "dir " : "file"}  ${e.name}${e.isDirectory() ? "/" : ""}`
+              )
+              .join("\n");
+          },
+          summarize
+        ),
+    }),
+
+    glob: tool({
+      description:
+        "Find files in the project matching a glob pattern. Patterns are evaluated against the project root.",
+      inputSchema: z.object({
+        pattern: z
+          .string()
+          .describe(
+            "fast-glob pattern, e.g. '**/*.md', 'src/**/*.ts', 'node_modules/leadtype/docs/**/*.md'"
+          ),
+      }),
+      execute: ({ pattern }) =>
+        recorded(
+          ctx,
+          "glob",
+          { pattern },
+          async () => {
+            const matches = await fg(pattern, {
+              cwd: tempDir,
+              absolute: false,
+              dot: false,
+              followSymbolicLinks: false,
+            });
+            return matches.join("\n");
+          },
+          summarize
+        ),
+    }),
+
+    grep: tool({
+      description:
+        "Recursively search file contents for a regex inside the project. Returns matching files and lines.",
+      inputSchema: z.object({
+        pattern: z.string().describe("JavaScript regex source (no flags)"),
+        path: z
+          .string()
+          .default(".")
+          .describe(
+            "Subdirectory or file to scope the search to. Defaults to the project root."
+          ),
+        flags: z
+          .string()
+          .default("i")
+          .describe("Regex flags, e.g. 'i' for case-insensitive"),
+      }),
+      execute: ({ pattern, path: requestedPath, flags }) =>
+        recorded(
+          ctx,
+          "grep",
+          { pattern, path: requestedPath, flags },
+          () =>
+            grepInScope({
+              tempDir,
+              targetPath: requestedPath,
+              pattern,
+              flags,
+            }),
+          summarize
+        ),
+    }),
+
+    npm: tool({
+      description:
+        "Run a strict-allowlisted npm subcommand inside the project. Only `pack` and `install` are allowed; arguments must be flag-form (start with '-'). Use this for `npm pack --dry-run` or `npm install`.",
+      inputSchema: z.object({
+        subcommand: z
+          .enum(["pack", "install"])
+          .describe("npm subcommand. Only `pack` and `install` are allowed."),
+        args: z
+          .array(z.string())
+          .default([])
+          .describe(
+            "Additional arguments. Each must start with '-' (flag-form only)."
+          ),
+      }),
+      execute: ({ subcommand, args }) =>
+        recorded(
+          ctx,
+          "npm",
+          { subcommand, args },
+          async () => {
+            if (!NPM_SUBCOMMANDS.has(subcommand)) {
+              throw new Error(`npm subcommand not allowed: ${subcommand}`);
+            }
+            for (const arg of args) {
+              if (!NPM_ARG_PATTERN.test(arg)) {
+                throw new Error(
+                  `npm arg must start with '-' (flag-form only): ${arg}`
+                );
+              }
+            }
+            return await new Promise<string>((resolveSpawn, rejectSpawn) => {
+              const proc = spawn("npm", [subcommand, ...args], {
+                cwd: tempDir,
+                env: {
+                  PATH: process.env.PATH ?? "/usr/bin:/bin",
+                  NPM_CONFIG_LOGLEVEL: "error",
+                  HOME: tempDir,
+                },
+              });
+              let stdout = "";
+              let stderr = "";
+              proc.stdout.on("data", (b) => {
+                stdout += b.toString();
+              });
+              proc.stderr.on("data", (b) => {
+                stderr += b.toString();
+              });
+              proc.on("error", rejectSpawn);
+              proc.on("close", (code) => {
+                if (code === 0) {
+                  resolveSpawn(stdout || stderr);
+                } else {
+                  rejectSpawn(
+                    new Error(
+                      `npm ${subcommand} exited ${code}\n${stderr || stdout}`
+                    )
+                  );
+                }
+              });
+            });
+          },
+          summarize
+        ),
+    }),
+  };
+}
diff --git a/evals/lib/transcript.ts b/evals/lib/transcript.ts
new file mode 100644
index 0000000..13296b9
--- /dev/null
+++ b/evals/lib/transcript.ts
@@ -0,0 +1,56 @@
+import { mkdir, readFile, writeFile } from "node:fs/promises";
+import path from "node:path";
+
+export type ToolCall = {
+  tool: "read" | "write" | "list" | "glob" | "grep" | "npm";
+  args: Record<string, unknown>;
+  resultSummary?: string;
+  durationMs: number;
+};
+
+export type Mode = "treatment" | "control";
+export type Provider = "anthropic" | "openai";
+
+export type Transcript = {
+  fixture: string;
+  mode: Mode;
+  agent: { provider: Provider; model: string };
+  toolCalls: ToolCall[];
+  filesModified: string[];
+  finalText: string;
+  durationMs: number;
+  steps: number;
+  errors: string[];
+  tokens: { input: number; output: number };
+};
+
+const TRANSCRIPT_FILENAME = "transcript.json";
+
+export function transcriptPathFor(tempDir: string): string {
+  return path.join(tempDir, "__transcript__", TRANSCRIPT_FILENAME);
+}
+
+export async function writeTranscript(
+  tempDir: string,
+  transcript: Transcript
+): Promise<string> {
+  const target = transcriptPathFor(tempDir);
+  await mkdir(path.dirname(target), { recursive: true });
+  await writeFile(target, `${JSON.stringify(transcript, null, 2)}\n`, "utf-8");
+  return target;
+}
+
+/**
+ * Read the transcript from the path advertised by the harness.
+ * EVAL.ts files use this; they receive TRANSCRIPT_PATH as an env var.
+ */
+export async function readTranscript(): Promise<Transcript> {
+  const fromEnv = process.env.TRANSCRIPT_PATH;
+  if (!fromEnv) {
+    throw new Error(
+      "TRANSCRIPT_PATH env var is not set. EVAL.ts must be run via the harness, which sets it."
+    );
+  }
+  const raw = await readFile(fromEnv, "utf-8");
+  return JSON.parse(raw) as Transcript;
+}
diff --git a/evals/package.json b/evals/package.json
new file mode 100644
index 0000000..d00acfb
--- /dev/null
+++ b/evals/package.json
@@ -0,0 +1,18 @@
+{
+  "name": "leadtype-evals",
+  "version": "0.0.0",
+  "private": true,
+  "description": "Agent discoverability evals for leadtype's bundled docs (AGENTS.md vs no-bundle control). Custom harness on the Vercel AI SDK.",
+  "type": "module",
+  "scripts": {
+    "evals": "bun run run-eval.ts",
+    "test": "vitest run lib",
+    "pack-leadtype": "mkdir -p .tarballs && cd ../packages/leadtype && npm pack --pack-destination ../../evals/.tarballs"
+  },
+  "devDependencies": {
+    "ai": "^6.0.168",
+    "fast-glob": "3.3.3",
+    "vitest": "^2.1.8",
+    "zod": "^3.23.8"
+  }
+}
diff --git a/evals/run-eval.ts b/evals/run-eval.ts
new file mode 100644
index 0000000..6a4fe26
--- /dev/null
+++ b/evals/run-eval.ts
@@ -0,0 +1,408 @@
+#!/usr/bin/env bun
+import { spawn } from "node:child_process";
+import { existsSync, readdirSync } from "node:fs";
+import { mkdir, readFile, writeFile } from "node:fs/promises";
+import path from "node:path";
+import { fileURLToPath } from "node:url";
+import { gateway, generateText, stepCountIs } from "ai";
+import { createSandbox } from "./lib/sandbox";
+import { scopedTools } from "./lib/tools";
+import {
+  type Mode,
+  type Provider,
+  type ToolCall,
+  type Transcript,
+  transcriptPathFor,
+  writeTranscript,
+} from "./lib/transcript";
+
+const evalsRoot = fileURLToPath(new URL(".", import.meta.url));
+const fixturesRoot = path.join(evalsRoot, "evals");
+
+const SYSTEM_PROMPT = `You are an expert coding agent working inside a project that depends on the npm package \`leadtype\`. The project root is your working directory; every tool path is relative to it. You have a small set of tools — read, write, list, glob, grep, and a narrow npm tool that supports only \`pack\` and \`install\`. There is no shell.
+
+Solve the user's task as you normally would: explore relevant files first, then make the changes. When the task asks you to verify a result (e.g. with \`npm pack --dry-run\`), use the npm tool. When you are done, write a short final summary describing what you did.`;
+
+const STEP_LIMIT = 50;
+
+type CliArgs = {
+  fixture?: string;
+  mode?: Mode;
+  model: string;
+  runs: number;
+};
+
+function parsePositiveInt(value: string | undefined, flag: string): number {
+  const parsed = Number.parseInt(value ?? "1", 10);
+  if (!Number.isInteger(parsed) || parsed < 1) {
+    throw new Error(`${flag} must be a positive integer, got ${value}`);
+  }
+  return parsed;
+}
+
+function parseMode(value: string | undefined): Mode {
+  if (value !== "treatment" && value !== "control") {
+    throw new Error(`--mode must be treatment|control, got ${value}`);
+  }
+  return value;
+}
+
+function parseArgs(argv: string[]): CliArgs {
+  const args: CliArgs = { model: "claude-haiku-4-5", runs: 1 };
+  let i = 0;
+  while (i < argv.length) {
+    const a = argv[i];
+    i++;
+    if (a === "--fixture") {
+      args.fixture = argv[i++];
+    } else if (a === "--mode") {
+      args.mode = parseMode(argv[i++]);
+    } else if (a === "--model") {
+      args.model = argv[i++] ?? args.model;
+    } else if (a === "--runs") {
+      args.runs = parsePositiveInt(argv[i++], "--runs");
+    } else if (a === "--help" || a === "-h") {
+      printUsage();
+      process.exit(0);
+    } else if (a) {
+      throw new Error(`unknown flag: ${a}`);
+    }
+  }
+  return args;
+}
+
+function printUsage(): void {
+  process.stdout.write(`Usage: bun run run-eval.ts [options]
+
+Options:
+  --fixture <name>   Run only one fixture (default: all)
+  --mode <m>         Run only one mode: treatment|control (default: both)
+  --model <id>       Model id, e.g. claude-haiku-4-5, claude-opus-4-7,
+                     gpt-5.5 (default: claude-haiku-4-5)
+  --runs <n>         Repetitions per (fixture × mode) combo (default: 1)
+  -h, --help         Show this help
+`);
+}
+
+function discoverFixtures(): string[] {
+  if (!existsSync(fixturesRoot)) {
+    return [];
+  }
+  return readdirSync(fixturesRoot, { withFileTypes: true })
+    .filter((d) => d.isDirectory())
+    .map((d) => d.name)
+    .filter((name) => existsSync(path.join(fixturesRoot, name, "PROMPT.md")))
+    .sort();
+}
+
+function namespaceModelId(modelId: string): string {
+  if (modelId.includes("/")) {
+    return modelId;
+  }
+  if (modelId.startsWith("gpt-")) {
+    return `openai/${modelId}`;
+  }
+  return `anthropic/${modelId}`;
+}
+
+function getModel(modelId: string): {
+  provider: Provider;
+  // biome-ignore lint/suspicious/noExplicitAny: the AI SDK model handle is an opaque shape
+  model: any;
+} {
+  const namespaced = namespaceModelId(modelId);
+  const provider: Provider = namespaced.startsWith("openai/")
+    ? "openai"
+    : "anthropic";
+  return { provider, model: gateway(namespaced) };
+}
+
+type RunResult = {
+  fixture: string;
+  mode: Mode;
+  passed: boolean;
+  durationMs: number;
+  toolCalls: number;
+  discoveredAgentsMd: boolean;
+  evalOutput: string;
+};
+
+async function runOne(options: {
+  fixture: string;
+  mode: Mode;
+  modelId: string;
+  runIndex: number;
+  totalRuns: number;
+}): Promise<RunResult> {
+  const { fixture, mode, modelId, runIndex, totalRuns } = options;
+  const fixtureDir = path.join(fixturesRoot, fixture);
+  const promptText = await readFile(
+    path.join(fixtureDir, "PROMPT.md"),
+    "utf-8"
+  );
+
+  process.stdout.write(
+    `▶ ${fixture} / ${mode} [${runIndex}/${totalRuns}] (${modelId})\n`
+  );
+
+  const sandbox = await createSandbox({ fixtureDir, mode });
+  const start = Date.now();
+
+  const transcriptCalls: ToolCall[] = [];
+  const filesModified = new Set<string>();
+  const tools = scopedTools({
+    tempDir: sandbox.tempDir,
+    transcript: transcriptCalls,
+    filesModified,
+  });
+
+  const { provider, model } = getModel(modelId);
+  const errors: string[] = [];
+  let finalText = "";
+  let steps = 0;
+  let inputTokens = 0;
+  let outputTokens = 0;
+  try {
+    const result = await generateText({
+      model,
+      system: SYSTEM_PROMPT,
+      prompt: promptText,
+      tools,
+      stopWhen: stepCountIs(STEP_LIMIT),
+    });
+    finalText = result.text ?? "";
+    steps = result.steps?.length ?? 0;
+    inputTokens = result.usage?.inputTokens ?? 0;
+    outputTokens = result.usage?.outputTokens ?? 0;
+  } catch (err) {
+    errors.push(err instanceof Error ? err.message : String(err));
+  }
+
+  const durationMs = Date.now() - start;
+  const transcript: Transcript = {
+    fixture,
+    mode,
+    agent: { provider, model: modelId },
+    toolCalls: transcriptCalls,
+    filesModified: [...filesModified].sort(),
+    finalText,
+    durationMs,
+    steps,
+    errors,
+    tokens: { input: inputTokens, output: outputTokens },
+  };
+  await writeTranscript(sandbox.tempDir, transcript);
+
+  try {
+    const evalResult = await runVitest(fixture, sandbox.tempDir);
+
+    const discoveredAgentsMd = transcriptCalls.some((c) => {
+      if (c.tool !== "read") {
+        return false;
+      }
+      const p = (c.args.path as string | undefined) ?? "";
+      return p.includes("node_modules/leadtype/AGENTS.md");
+    });
+
+    process.stdout.write(
+      `  ${evalResult.passed ? "✓" : "✗"} ${(durationMs / 1000).toFixed(1)}s · ${transcriptCalls.length} tool calls · ${inputTokens}in/${outputTokens}out${
+        discoveredAgentsMd ? " · read AGENTS.md" : ""
+      }\n`
+    );
+    if (errors.length > 0) {
+      for (const e of errors) {
+        process.stdout.write(`    ! ${e}\n`);
+      }
+    }
+    if (!evalResult.passed) {
+      // Print just the last chunk of vitest's output — it contains the
+      // assertion error in whatever format vitest is using today.
+      const tailLines = evalResult.output.split("\n").slice(-25).join("\n");
+      process.stdout.write(`${tailLines}\n`);
+    }
+
+    await archiveTranscript({
+      fixture,
+      mode,
+      runIndex,
+      tempDir: sandbox.tempDir,
+      transcript,
+    });
+
+    return {
+      fixture,
+      mode,
+      passed: evalResult.passed,
+      durationMs,
+      toolCalls: transcriptCalls.length,
+      discoveredAgentsMd,
+      evalOutput: evalResult.output,
+    };
+  } finally {
+    await sandbox.cleanup();
+  }
+}
+
+async function archiveTranscript(opts: {
+  fixture: string;
+  mode: Mode;
+  runIndex: number;
+  tempDir: string;
+  transcript: Transcript;
+}): Promise<void> {
+  const { fixture, mode, runIndex, tempDir, transcript } = opts;
+  const ts = new Date().toISOString().replace(/[.:]/g, "-");
+  const dir = path.join(
+    evalsRoot,
+    "results",
+    fixture,
+    mode,
+    `${ts}-run${runIndex}`
+  );
+  await mkdir(dir, { recursive: true });
+  await writeFile(
+    path.join(dir, "transcript.json"),
+    `${JSON.stringify(transcript, null, 2)}\n`
+  );
+  // Also list the modified files' content snapshots — helpful when an
+  // assertion that reads a file fails.
+  for (const rel of transcript.filesModified) {
+    try {
+      const src = path.join(tempDir, rel);
+      const content = await readFile(src, "utf-8");
+      const dest = path.join(dir, "files", rel);
+      await mkdir(path.dirname(dest), { recursive: true });
+      await writeFile(dest, content);
+    } catch {
+      // Best effort; skip silently if a file vanished.
+    }
+  }
+}
+
+async function runVitest(
+  fixture: string,
+  tempDir: string
+): Promise<{ passed: boolean; output: string }> {
+  const evalFile = path.join(fixturesRoot, fixture, "EVAL.ts");
+  return await new Promise((resolveSpawn) => {
+    let settled = false;
+    const settle = (result: { passed: boolean; output: string }) => {
+      if (settled) {
+        return;
+      }
+      settled = true;
+      resolveSpawn(result);
+    };
+
+    let proc: ReturnType<typeof spawn>;
+    try {
+      proc = spawn("bun", ["x", "vitest", "run", evalFile], {
+        cwd: evalsRoot,
+        env: {
+          ...process.env,
+          TRANSCRIPT_PATH: transcriptPathFor(tempDir),
+        },
+      });
+    } catch (err) {
+      settle({
+        passed: false,
+        output: `failed to spawn vitest: ${err instanceof Error ? err.message : String(err)}`,
+      });
+      return;
+    }
+
+    let output = "";
+    proc.stdout.on("data", (b) => {
+      output += b.toString();
+    });
+    proc.stderr.on("data", (b) => {
+      output += b.toString();
+    });
+    proc.on("error", (err) => {
+      settle({
+        passed: false,
+        output: `${output}\nspawn error: ${err.message}`,
+      });
+    });
+    proc.on("close", (code) => {
+      settle({ passed: code === 0, output });
+    });
+  });
+}
+
+function summarize(results: RunResult[]): void {
+  process.stdout.write("\n══ Summary ══\n");
+  const fixtures = [...new Set(results.map((r) => r.fixture))].sort();
+  process.stdout.write(
+    "fixture                          treatment   control   delta   discovered AGENTS.md (treatment)\n"
+  );
+  for (const fixture of fixtures) {
+    const t = results.filter(
+      (r) => r.fixture === fixture && r.mode === "treatment"
+    );
+    const c = results.filter(
+      (r) => r.fixture === fixture && r.mode === "control"
+    );
+    const tPass = t.filter((r) => r.passed).length;
+    const cPass = c.filter((r) => r.passed).length;
+    const tDisc = t.filter((r) => r.discoveredAgentsMd).length;
+    const treatmentLabel = t.length > 0 ? `${tPass}/${t.length}` : "—";
+    const controlLabel = c.length > 0 ? `${cPass}/${c.length}` : "—";
+    const delta =
+      t.length > 0 && c.length > 0 ? tPass / t.length - cPass / c.length : 0;
+    const deltaLabel = `${delta >= 0 ? "+" : ""}${(delta * 100).toFixed(0)}%`;
+    const discLabel = t.length > 0 ? `${tDisc}/${t.length}` : "—";
+    process.stdout.write(
+      `${fixture.padEnd(34)}${treatmentLabel.padEnd(12)}${controlLabel.padEnd(10)}${deltaLabel.padEnd(8)}${discLabel}\n`
+    );
+  }
+
+  const totalRuns = results.length;
+  const passed = results.filter((r) => r.passed).length;
+  process.stdout.write(
+    `\nOverall: ${passed}/${totalRuns} passed (${((passed / totalRuns) * 100).toFixed(0)}%)\n`
+  );
+}
+
+async function main(): Promise<void> {
+  const args = parseArgs(process.argv.slice(2));
+  const allFixtures = discoverFixtures();
+  if (allFixtures.length === 0) {
+    process.stderr.write(`No fixtures found under ${fixturesRoot}\n`);
+    process.exit(1);
+  }
+  const fixtures = args.fixture
+    ? [args.fixture].filter((f) => allFixtures.includes(f))
+    : allFixtures;
+  if (fixtures.length === 0) {
+    process.stderr.write(`Fixture not found: ${args.fixture}\n`);
+    process.exit(1);
+  }
+  const modes: Mode[] = args.mode ? [args.mode] : ["treatment", "control"];
+
+  const results: RunResult[] = [];
+  for (const fixture of fixtures) {
+    for (const mode of modes) {
+      for (let i = 1; i <= args.runs; i++) {
+        const result = await runOne({
+          fixture,
+          mode,
+          modelId: args.model,
+          runIndex: i,
+          totalRuns: args.runs,
+        });
+        results.push(result);
+      }
+    }
+  }
+  summarize(results);
+  const allPassed = results.every((r) => r.passed);
+  process.exit(allPassed ? 0 : 1);
+}
+
+main().catch((err) => {
+  process.stderr.write(
+    `${err instanceof Error ? (err.stack ?? err.message) : String(err)}\n`
+  );
+  process.exit(1);
+});
diff --git a/packages/leadtype/.gitignore b/packages/leadtype/.gitignore
index bd06996..1a5dc88 100644
--- a/packages/leadtype/.gitignore
+++ b/packages/leadtype/.gitignore
@@ -1,7 +1,8 @@
 # Generated docs output. The MDX source lives at the repo-root /docs folder;
 # `bun run docs:generate` (run as part of the package build) reads from there
-# and writes converted markdown + LLM bundles into /docs here. The folder
-# ships in the published tarball; nothing in it is committed.
+# and writes AGENTS.md plus converted markdown into this package. These files
+# ship in the published tarball; nothing in them is committed.
+/AGENTS.md
 /docs/
 # Root-level byproducts of the llm helper. Not published (not in package.json
 # `files`); just regenerated alongside the docs/ output.
diff --git a/packages/leadtype/README.md b/packages/leadtype/README.md
index 54e0553..a637d65 100644
--- a/packages/leadtype/README.md
+++ b/packages/leadtype/README.md
@@ -1,18 +1,13 @@
 # leadtype
 
-Framework-neutral docs pipeline tooling for any docs app.
+A docs pipeline. Write MDX once. Get a website, agent-readable bundles, and a static search index from a single command.
 
-## Package Surfaces
+- Flattens MDX components into clean markdown that agents and tools can read.
+- Generates `llms.txt` plus topic-scoped full-context bundles.
+- Builds a static, edge-safe search index (BM25, optional source-grounded answers).
+- Validates frontmatter, navigation, and internal links.
 
-- `leadtype/remark`: remark plugins plus `defaultRemarkPlugins`
-- `leadtype/convert`: MDX-to-markdown conversion APIs
-- `leadtype/llm`: `llms.txt` and topic-scoped full-context generation
-- `leadtype/search`: headless static docs search, answer prompts, request guards, and rate limiter helpers
-- `leadtype/search/node`: Node-only search index generation
-- `leadtype/search/vercel`: Vercel AI Gateway / AI SDK answer streaming and bash tools
-- `leadtype/search/tanstack`: TanStack AI answer streaming and bash tools
-- `leadtype/search/cloudflare`: Cloudflare AI Gateway / Workers AI adapter helpers and bash tools
-- `leadtype/lint`: docs validation and the `leadtype lint` CLI
+leadtype is not a docs website framework. Bring your own UI — Next.js, TanStack Start, Astro, anything.
 
 ## Install
 
@@ -20,160 +15,69 @@ Framework-neutral docs pipeline tooling for any docs app.
 pnpm add leadtype
 ```
 
-## Convert Docs
+## 30-second example
 
-`leadtype` does not export prebuilt UI components. The docs app owns its MDX component map and styling; this package owns the framework-neutral conversion, LLM, lint, and search pipeline:
+For a hosted docs site:
 
-```ts
-import { convertAllMdx } from "leadtype/convert";
-import { defaultRemarkPlugins, remarkInclude } from "leadtype/remark";
-
-await convertAllMdx({
-  srcDir: "content",
-  outDir: "public",
-  remarkPlugins: [remarkInclude, ...defaultRemarkPlugins],
-});
+```bash
+npx leadtype generate --src . --out public --base-url https://docs.example.com
+# → public/llms.txt, public/docs/*.md, public/docs/llms-full/*.txt,
+#   public/docs/search-index.json
 ```
 
-## Validation Layers
-
-This package is verified in three distinct layers:
-
-- Package unit tests in `packages/leadtype/src/**/*.test.ts*` cover pure library behavior such as conversion, search, linting, and generated docs output.
-- Pipeline fixtures in `apps/example/scripts` and `apps/example/content` exercise MDX conversion, LLM generation, and `ExtractedTypeTable`.
-- The live consumer demo in `apps/example` owns and renders its MDX components inside a TanStack Start app and provides Playwright browser coverage.
-
-Use the demo app as the reference integration when you need to see how a consumer should host and style the package in practice.
-
-## Where This Fits
-
-`leadtype` is portable docs infrastructure, not a hosted docs platform or complete docs-site framework. Mintlify, Fumadocs, and Starlight are good fits when the primary job is shipping the public docs website.
-
-Use `leadtype` when the docs pipeline also needs to feed converted markdown, agent bundles, lint checks, static search data, source-grounded answer routes, and internal tooling while the consuming app keeps control of routing, layout, hosting, and framework choices.
-
-React, Vue, Nuxt, Svelte, Astro, and other stacks can use the framework-neutral pipeline APIs today while owning their own runtime component rendering.
-
-## App Wiring Model
-
-In a consuming repo, wire this package into the docs surface:
-
-- Runtime docs app: define `mdxComponents` in the app when it renders MDX directly.
-- Docs pipeline: run `convertAllMdx` against the docs source tree.
-- Agent output: run `generateLlmsTxt` and `generateLLMFullContextFiles` against the converted markdown.
-- Search output: run `generateDocsSearchFiles`, then import the generated JSON in your docs search route.
-
-Do not add `leadtype` to product runtime code unless that runtime also renders or serves documentation.
-
-## Generate Agent Docs
-
-The MDX source for this package's docs lives at the repo root in `/docs` (with `meta.json`). Run:
+For an npm-bundled doc set:
 
 ```bash
-LEADTYPE_AGENT_BASE_URL=https://docs.example.com/leadtype bun run docs:generate
+npx leadtype generate --bundle --src . --out packages/my-package
+# → packages/my-package/AGENTS.md, packages/my-package/docs/*.md
 ```
 
-This reads `/docs/*.mdx` and writes converted markdown plus `llms*.txt` bundles into `packages/leadtype/docs/`. The output folder is gitignored and produced fresh at build time; only the converted output ships in the published tarball — the `.mdx` source does not.
+The website output is fetched by humans (HTML) and HTTP agents (`Accept: text/markdown` or `/llms.txt`). The bundled output is auto-discovered by [25+ coding agents](https://agents.md) (Claude Code, Codex, Cursor, Copilot, …) when the package is installed at `node_modules/<your-pkg>/AGENTS.md`.
 
-## Bundled Agent References
+## Documentation
 
-The published package includes:
+Full docs at [docs.example.com](https://docs.example.com/docs). Highlights:
 
-- `docs/llms.txt`
-- `docs/components.md`
-- `docs/convert.md`
-- `docs/remark.md`
-- `docs/llm.md`
-- `docs/search.md`
-- `docs/lint.md`
+- [Quickstart](https://docs.example.com/docs/quickstart) — five-minute happy path.
+- [How it works](https://docs.example.com/docs/how-it-works) — the mental model.
+- [Build a docs site](https://docs.example.com/docs/build/connect-docs-site) — wire into your build.
+- [Bundle docs into a package](https://docs.example.com/docs/build/bundle-package-docs) — ship docs inside an npm tarball.
+- [CLI reference](https://docs.example.com/docs/reference/cli) — every flag.
 
-These files are intended for coding agents and other tooling that need small, topic-scoped references instead of a full docs site.
+## Entry points
 
-Set `LEADTYPE_AGENT_BASE_URL` before generating publishable agent docs so the bundled routers point at the hosted docs base.
-For the example app generator, base URL precedence is `LEADTYPE_AGENT_BASE_URL`, then generic deployment `BASE_URL`, then `PORTLESS_URL`, then the local default.
-When the variable is absent, local builds fall back to `https://example.invalid/leadtype` so `bun run build` still succeeds in a clean workspace.
+| Import | Purpose |
+| --- | --- |
+| `leadtype` | `defineDocsConfig` — the config helper. |
+| `leadtype/convert` | MDX-to-markdown conversion. |
+| `leadtype/remark` | `defaultRemarkPlugins` plus individual plugins. |
+| `leadtype/llm` | `generateLlmsTxt`, `generateLLMFullContextFiles`, `generateAgentsMd`, `resolveDocsNavigation`. |
+| `leadtype/search` | Edge-safe search runtime, content readers, request guards. |
+| `leadtype/search/node` | Build-time `generateDocsSearchFiles`. |
+| `leadtype/search/vercel` | Vercel AI SDK / AI Gateway answer streaming and bash tools. |
+| `leadtype/search/tanstack` | TanStack AI answer streaming and bash tools. |
+| `leadtype/search/cloudflare` | Cloudflare AI Gateway / Workers AI adapter and bash tools. |
+| `leadtype/lint` | `lintDocs` and the `leadtype lint` CLI. |
 
-## Generate A Search Index
+The `leadtype` binary wraps `generate` and `lint`. Use the library entry points when you need custom plugin order, base URL precedence, or alternate output paths.
 
-Run the MDX conversion first, then generate a static search index from the
-converted markdown:
+## Bundled agent docs
 
-```ts
-import { generateDocsSearchFiles } from "leadtype/search/node";
+This package ships its own docs inside the published tarball:
 
-await generateDocsSearchFiles({
-  outDir: "public",
-  baseUrl: "https://docs.example.com",
-});
-```
+- `AGENTS.md` at the package root — auto-discovered by [25+ coding agents](https://agents.md) when leadtype is installed in any project.
+- `docs/*.md` — flattened markdown per page, organized by group.
 
-At runtime, import the generated JSON and query it without Node APIs:
-
-```ts
-import {
-  readDocsContentFile,
-  searchDocs,
-  type DocsSearchContentStore,
-  type DocsSearchIndex,
-} from "leadtype/search";
-import contentJson from "./public/docs/search-content.json";
-import indexJson from "./public/docs/search-index.json";
-
-const index = indexJson as DocsSearchIndex;
-const content = contentJson as DocsSearchContentStore;
-
-const results = searchDocs(index, "package tabs", { content });
-const quickstart = readDocsContentFile(
-  index,
-  "guides/quickstart",
-  content
-);
-```
+After `npm install leadtype`, point your project's root `AGENTS.md` at the bundled docs:
 
-The generator writes a compact `search-index.json` plus a separate
-`search-content.json`. Search scores against numeric chunk records, while answer
-flows read precise docs pages or heading chunks from the content store.
-
-For question answering, use a provider entrypoint. The example app uses the Vercel AI Gateway / AI SDK helper:
-
-```ts
-import { streamDocsAnswer } from "leadtype/search/vercel";
-
-const { response, sources } = streamDocsAnswer({
-  index,
-  content,
-  query: "How do I switch package managers?",
-  model: process.env.DOCS_SEARCH_MODEL ?? "openai/gpt-5.4-mini",
-  productName: "My Docs",
-});
+```md
+When working with the `leadtype` library, read
+`node_modules/leadtype/AGENTS.md` first — it points at version-matched
+markdown topic files.
 ```
 
-For agent-style docs inspection, use the provider-compatible bash tool adapter:
+The website-style outputs (`llms.txt`, `llms-full/*.txt`, `search-index.json`) are emitted only in default `leadtype generate` mode. They're served from a hosted docs site, not from the package tarball.
 
-```ts
-import { createDocsBashTool } from "leadtype/search/vercel";
-
-const { tools, instructions } = await createDocsBashTool(index, content);
-```
+## License
 
-The bash adapter builds a read-only `/docs` filesystem for `just-bash` and wraps
-it with `bash-tool` so AI SDK agents can inspect docs with commands like `ls`,
-`cat`, `find`, `grep`, and `rg`.
-
-Use `leadtype/search/tanstack` with a TanStack `adapter`, or
-`leadtype/search/cloudflare` with `createCloudflareDocsAdapter`, when those
-gateways own answer generation. Tools and tool instructions are explicit inputs
-to `streamDocsAnswer`; no provider entrypoint creates tools internally.
-
-The search runtime includes reusable guards for payload size, query length,
-control characters, client identification, and in-memory rate limiting. The
-in-memory limiter is suitable for local demos; production apps should pass the
-same `RateLimiter` interface through Redis, Vercel KV, Cloudflare KV, Durable
-Objects, or another shared store.
-
-The local index is the intended default for docs sites. It is static, cheap to
-serve on Vercel and Cloudflare, and has no request-time database dependency.
-For larger docs, keep this lexical index for exact API/config/error searches and
-add a virtual content layer plus optional embeddings for fuzzy semantic recall.
-Move to hosted search or a vector store when the compact index becomes large
-enough to hurt cold starts, docs exceed tens of thousands of chunks, or users ask
-questions that do not share vocabulary with the docs.
+MIT.
diff --git a/packages/leadtype/package.json b/packages/leadtype/package.json
index 6550e55..f4029da 100644
--- a/packages/leadtype/package.json
+++ b/packages/leadtype/package.json
@@ -62,6 +62,7 @@
   "files": [
     "dist",
     "docs",
+    "AGENTS.md",
     "README.md"
   ],
   "scripts": {
diff --git a/packages/leadtype/scripts/generate-docs.ts b/packages/leadtype/scripts/generate-docs.ts
index 903e30e..aa5af9c 100644
--- a/packages/leadtype/scripts/generate-docs.ts
+++ b/packages/leadtype/scripts/generate-docs.ts
@@ -1,13 +1,9 @@
-import { rm, writeFile } from "node:fs/promises";
+import { rm } from "node:fs/promises";
 import { dirname, join, resolve } from "node:path";
 import { fileURLToPath } from "node:url";
 import docsConfig from "../../../docs/docs.config";
 import { convertAllMdx } from "../src/convert/index";
-import {
-  generateLLMFullContextFiles,
-  generateLlmsTxt,
-  resolveDocsNavigation,
-} from "../src/llm/index";
+import { generateAgentsMd, resolveDocsNavigation } from "../src/llm/index";
 import { defaultRemarkPlugins } from "../src/remark/index";
 
 const PACKAGE_ROOT = dirname(dirname(fileURLToPath(import.meta.url)));
@@ -15,20 +11,11 @@ const REPO_ROOT = resolve(PACKAGE_ROOT, "..", "..");
 const SRC_DOCS_DIR = join(REPO_ROOT, "docs");
 const OUT_DOCS_DIR = join(PACKAGE_ROOT, "docs");
 
-const fallbackBaseUrl = "https://example.invalid/leadtype";
-const configuredBaseUrl = process.env.LEADTYPE_AGENT_BASE_URL?.trim();
-const baseUrl = configuredBaseUrl || fallbackBaseUrl;
-
-if (!configuredBaseUrl) {
-  process.stderr.write(
-    `LEADTYPE_AGENT_BASE_URL not set; using ${fallbackBaseUrl} for generated package docs.\n`
-  );
-}
-
 // The output folder is entirely generated and gitignored — safe to nuke.
-// This also clears the root-level `llms.txt` / `llms-full.txt` byproducts
-// emitted by the llm helper at PACKAGE_ROOT.
+// Also clear the package-root AGENTS.md and any leftover `llms.txt` /
+// `llms-full.txt` from earlier (website-mode) builds.
 await rm(OUT_DOCS_DIR, { recursive: true, force: true });
+await rm(join(PACKAGE_ROOT, "AGENTS.md"), { force: true });
 await rm(join(PACKAGE_ROOT, "llms.txt"), { force: true });
 await rm(join(PACKAGE_ROOT, "llms-full.txt"), { force: true });
 
@@ -38,29 +25,11 @@ await convertAllMdx({
   remarkPlugins: defaultRemarkPlugins,
 });
 
-// `generateLlmsTxt` and `generateLLMFullContextFiles` join `${dir}/docs/`
-// internally, so we pass the parents (REPO_ROOT, PACKAGE_ROOT) — they then
-// read source MDX from `<repo>/docs/` and write outputs to `<package>/docs/`.
-await generateLlmsTxt({
-  srcDir: REPO_ROOT,
-  outDir: PACKAGE_ROOT,
-  baseUrl,
-  product: docsConfig.product,
-  groups: docsConfig.groups,
-});
-
-await generateLLMFullContextFiles({
-  outDir: PACKAGE_ROOT,
-  baseUrl,
-  product: { name: docsConfig.product.name },
-  groups: docsConfig.groups,
-});
-
-// Surface unknown-group references early — the lint rule catches typos in
-// CI, but the build script also fails fast so a bad config can't ship.
+// Validate group references against docs.config.ts and fail fast on typos —
+// the lint rule covers this in CI, but the package build is also a gate so a
+// bad config can't ship.
 const navigation = await resolveDocsNavigation({
   srcDir: REPO_ROOT,
-  baseUrl,
   groups: docsConfig.groups,
 });
 if (navigation.unknown.length > 0) {
@@ -72,9 +41,15 @@ if (navigation.unknown.length > 0) {
   process.exit(1);
 }
 
-await writeFile(
-  join(OUT_DOCS_DIR, "navigation.json"),
-  `${JSON.stringify(navigation, null, 2)}\n`
-);
+// Emit AGENTS.md at the package root. Coding agents auto-discover this file
+// (Claude Code, Codex, Cursor, Copilot, Aider, etc.) when working in a repo
+// that depends on leadtype. Every link inside is a relative path to the
+// bundled `.md` topic — no URL fetches required.
+const { outputPath } = await generateAgentsMd({
+  srcDir: REPO_ROOT,
+  outDir: PACKAGE_ROOT,
+  product: docsConfig.product,
+  groups: docsConfig.groups,
+});
 
-process.stdout.write(`Generated docs in ${OUT_DOCS_DIR}\n`);
+process.stdout.write(`Generated ${outputPath} and ${OUT_DOCS_DIR}/*.md\n`);
diff --git a/packages/leadtype/src/cli.test.ts b/packages/leadtype/src/cli.test.ts
index 06559a3..ff093b9 100644
--- a/packages/leadtype/src/cli.test.ts
+++ b/packages/leadtype/src/cli.test.ts
@@ -115,7 +115,7 @@ describe("leadtype CLI", () => {
     expect(capture.stdout).toContain("Generated docs pipeline output");
     expect(existsSync(path.join(outDir, "docs", "methodology.md"))).toBe(true);
     expect(
-      existsSync(path.join(outDir, "docs", "guides", "connect-docs-site.md"))
+      existsSync(path.join(outDir, "docs", "build", "connect-docs-site.md"))
     ).toBe(true);
     expect(existsSync(path.join(outDir, "llms.txt"))).toBe(true);
     expect(existsSync(path.join(outDir, "docs", "llms.txt"))).toBe(true);
@@ -169,7 +169,7 @@ describe("leadtype CLI", () => {
     expect(result.files.searchIndex).toBe(
       path.join(outDir, "docs", "search-index.json")
     );
-    expect(result.groups.map((group) => group.slug)).toContain("guides");
+    expect(result.groups.map((group) => group.slug)).toContain("build");
     expect(result.search.docs).toBeGreaterThan(0);
   });
 
@@ -185,7 +185,7 @@ describe("leadtype CLI", () => {
         "--out",
         outDir,
         "--include",
-        "guides/**",
+        "build/**",
         "--format",
         "json",
       ],
@@ -196,12 +196,12 @@ describe("leadtype CLI", () => {
     const result = JSON.parse(capture.stdout) as {
       filters: { include: string[] };
     };
-    expect(result.filters.include).toEqual(["guides/**"]);
+    expect(result.filters.include).toEqual(["build/**"]);
     expect(
-      existsSync(path.join(outDir, "docs", "guides", "connect-docs-site.md"))
+      existsSync(path.join(outDir, "docs", "build", "connect-docs-site.md"))
     ).toBe(true);
     expect(
-      existsSync(path.join(outDir, "docs", "guides", "bundle-package-docs.md"))
+      existsSync(path.join(outDir, "docs", "build", "bundle-package-docs.md"))
     ).toBe(true);
     expect(existsSync(path.join(outDir, "docs", "methodology.md"))).toBe(false);
   });
@@ -218,19 +218,19 @@ describe("leadtype CLI", () => {
         "--out",
         outDir,
         "--include",
-        "guides/**",
+        "build/**",
         "--exclude",
-        "guides/connect-docs-site.mdx",
+        "build/connect-docs-site.mdx",
       ],
       capture.io
     );
 
     expect(code).toBe(0);
     expect(
-      existsSync(path.join(outDir, "docs", "guides", "bundle-package-docs.md"))
+      existsSync(path.join(outDir, "docs", "build", "bundle-package-docs.md"))
     ).toBe(true);
     expect(
-      existsSync(path.join(outDir, "docs", "guides", "connect-docs-site.md"))
+      existsSync(path.join(outDir, "docs", "build", "connect-docs-site.md"))
     ).toBe(false);
   });
 
@@ -343,6 +343,60 @@ This page is valid, but the output path is not a directory.
     expect(leakedTempDirs).toEqual([]);
   });
 
+  it("emits AGENTS.md and skips llms.txt in --bundle mode", async () => {
+    const outDir = await createTempDir();
+    const capture = createCapture();
+
+    const code = await runCli(
+      [
+        "generate",
+        "--bundle",
+        "--src",
+        repoRoot,
+        "--out",
+        outDir,
+        "--name",
+        "leadtype",
+        "--summary",
+        "Bundled docs for leadtype.",
+        "--format",
+        "json",
+      ],
+      capture.io
+    );
+
+    expect(code).toBe(0);
+    const result = JSON.parse(capture.stdout) as {
+      files: { agentsMd?: string; llmsTxt?: string };
+      mode: string;
+    };
+    expect(result.mode).toBe("bundle");
+    expect(result.files.agentsMd).toBe(path.join(outDir, "AGENTS.md"));
+    expect(result.files.llmsTxt).toBeUndefined();
+
+    // AGENTS.md exists, has the product header, and uses relative links.
+    expect(existsSync(path.join(outDir, "AGENTS.md"))).toBe(true);
+    const agentsMd = await readFile(path.join(outDir, "AGENTS.md"), "utf8");
+    expect(agentsMd).toContain("# leadtype");
+    expect(agentsMd).toContain("](./docs/");
+    // Bundle mode must NOT emit website artifacts.
+    expect(existsSync(path.join(outDir, "llms.txt"))).toBe(false);
+    expect(existsSync(path.join(outDir, "llms-full.txt"))).toBe(false);
+    expect(existsSync(path.join(outDir, "docs", "llms.txt"))).toBe(false);
+    expect(existsSync(path.join(outDir, "docs", "llms-full.txt"))).toBe(false);
+    expect(existsSync(path.join(outDir, "docs", "search-index.json"))).toBe(
+      false
+    );
+    expect(existsSync(path.join(outDir, "docs", "search-content.json"))).toBe(
+      false
+    );
+    // .md files should still ship.
+    expect(existsSync(path.join(outDir, "docs", "methodology.md"))).toBe(true);
+    expect(
+      existsSync(path.join(outDir, "docs", "build", "connect-docs-site.md"))
+    ).toBe(true);
+  });
+
   it("fails clearly when the docs source directory is missing", async () => {
     const tempDir = await createTempDir();
     const capture = createCapture();
diff --git a/packages/leadtype/src/cli/generate.ts b/packages/leadtype/src/cli/generate.ts
index d4edc2b..9b6a9a4 100644
--- a/packages/leadtype/src/cli/generate.ts
+++ b/packages/leadtype/src/cli/generate.ts
@@ -6,7 +6,11 @@ import fg from "fast-glob";
 import matter from "gray-matter";
 import { convertAllMdx } from "../convert";
 import type { DocsGroup, ProductInfo } from "../llm";
-import { generateLLMFullContextFiles, generateLlmsTxt } from "../llm";
+import {
+  generateAgentsMd,
+  generateLLMFullContextFiles,
+  generateLlmsTxt,
+} from "../llm";
 import { defaultRemarkPlugins } from "../remark";
 import type { GenerateDocsSearchFilesResult } from "../search/node";
 import { generateDocsSearchFiles } from "../search/node";
@@ -22,6 +26,7 @@ type GenerateFormat = "json" | "text";
 
 export type GenerateArgs = {
   baseUrl?: string;
+  bundle: boolean;
   docsDir: string;
   enrichGit: boolean;
   exclude: string[];
@@ -54,32 +59,42 @@ type GenerateFilters = {
 type GenerateResult = {
   docsDir: string;
   files: {
-    docsLlmsFullTxt: string;
-    docsLlmsTxt: string;
-    llmsTxt: string;
+    agentsMd?: string;
+    docsLlmsFullTxt?: string;
+    docsLlmsTxt?: string;
+    llmsTxt?: string;
     searchContent?: string;
-    searchIndex: string;
+    searchIndex?: string;
   };
   groups: DocsGroup[];
   filters: GenerateFilters;
+  mode: "site" | "bundle";
   outDir: string;
   product: ProductInfo;
-  search: GenerateDocsSearchFilesResult;
+  search?: GenerateDocsSearchFilesResult;
   srcDir: string;
 };
 
-const GENERATE_USAGE = `leadtype generate — convert MDX, generate LLM files, and build search artifacts
+const GENERATE_USAGE = `leadtype generate — convert MDX and produce site or package-bundle artifacts
 
 Usage:
   leadtype generate [options]
 
+By default, runs in site mode and writes:
+  llms.txt, docs/*.md, docs/llms-full/*.txt, docs/search-index.json
+
+With --bundle, runs in package mode and writes:
+  AGENTS.md, docs/*.md
+  (skips llms.txt, llms-full, and search artifacts — those are website-only)
+
 Options:
   --src <dir>        Source repo/root directory (default: .)
   --docs-dir <dir>   Docs folder relative to --src (default: docs)
   --out <dir>        Output root directory (default: public)
-  --base-url <url>   Base URL for generated links
-  --name <name>      Product name for generated LLM files
-  --summary <text>   Product summary for generated LLM files
+  --bundle           Bundle mode for npm packages (AGENTS.md + docs/*.md)
+  --base-url <url>   Base URL for generated links (site mode)
+  --name <name>      Product name for generated index files
+  --summary <text>   Product summary for generated index files
   --include <glob>   Include MDX paths matching this docs-root-relative glob
   --exclude <glob>   Exclude MDX paths matching this docs-root-relative glob
   --enrich-git       Add lastModified and lastAuthor from git history
@@ -102,6 +117,7 @@ function isGenerateFormat(value: string): value is GenerateFormat {
 
 export function parseGenerateArgs(argv: string[]): GenerateArgs {
   const args: GenerateArgs = {
+    bundle: false,
     docsDir: DEFAULT_DOCS_DIR,
     enrichGit: false,
     exclude: [],
@@ -134,6 +150,8 @@ export function parseGenerateArgs(argv: string[]): GenerateArgs {
       args.exclude.push(readValue(argv, ++i, "--exclude"));
     } else if (arg === "--enrich-git") {
       args.enrichGit = true;
+    } else if (arg === "--bundle") {
+      args.bundle = true;
     } else if (arg === "--format") {
       const value = readValue(argv, ++i, "--format");
       if (!isGenerateFormat(value)) {
@@ -371,42 +389,63 @@ export async function runGenerateCommand(
       enrichFrontmatterFromGit: args.enrichGit,
     });
 
-    await generateLlmsTxt({
-      srcDir: sourceMirror.srcDir,
-      outDir,
-      baseUrl: args.baseUrl,
-      product,
-      groups,
-    });
-
-    await generateLLMFullContextFiles({
-      outDir,
-      baseUrl: args.baseUrl,
-      product: { name: product.name },
-      groups,
-    });
-
-    const search = await generateDocsSearchFiles({
-      outDir,
-      baseUrl: args.baseUrl,
-    });
-
-    const result: GenerateResult = {
-      docsDir,
-      files: {
-        docsLlmsFullTxt: path.join(outDir, "docs", "llms-full.txt"),
-        docsLlmsTxt: path.join(outDir, "docs", "llms.txt"),
-        llmsTxt: path.join(outDir, "llms.txt"),
-        searchContent: search.contentOutputPath,
-        searchIndex: search.outputPath,
-      },
-      filters: sourceMirror.filters,
-      groups,
-      outDir,
-      product,
-      search,
-      srcDir,
-    };
+    let result: GenerateResult;
+    if (args.bundle) {
+      const agents = await generateAgentsMd({
+        srcDir: sourceMirror.srcDir,
+        outDir,
+        product,
+        groups,
+      });
+      result = {
+        docsDir,
+        files: { agentsMd: agents.outputPath },
+        filters: sourceMirror.filters,
+        groups,
+        mode: "bundle",
+        outDir,
+        product,
+        srcDir,
+      };
+    } else {
+      await generateLlmsTxt({
+        srcDir: sourceMirror.srcDir,
+        outDir,
+        baseUrl: args.baseUrl,
+        product,
+        groups,
+      });
+
+      await generateLLMFullContextFiles({
+        outDir,
+        baseUrl: args.baseUrl,
+        product: { name: product.name },
+        groups,
+      });
+
+      const search = await generateDocsSearchFiles({
+        outDir,
+        baseUrl: args.baseUrl,
+      });
+
+      result = {
+        docsDir,
+        files: {
+          docsLlmsFullTxt: path.join(outDir, "docs", "llms-full.txt"),
+          docsLlmsTxt: path.join(outDir, "docs", "llms.txt"),
+          llmsTxt: path.join(outDir, "llms.txt"),
+          searchContent: search.contentOutputPath,
+          searchIndex: search.outputPath,
+        },
+        filters: sourceMirror.filters,
+        groups,
+        mode: "site",
+        outDir,
+        product,
+        search,
+        srcDir,
+      };
+    }
 
     if (args.format === "json") {
       io.stdout.write(`${renderGenerateResult(result)}\n`);
diff --git a/packages/leadtype/src/llm/index.ts b/packages/leadtype/src/llm/index.ts
index c060f9b..1976b1d 100644
--- a/packages/leadtype/src/llm/index.ts
+++ b/packages/leadtype/src/llm/index.ts
@@ -1,4 +1,6 @@
 export {
+  type AgentsMdConfig,
+  type AgentsMdResult,
   type CuratedLink,
   type DocsConfig,
   type DocsGroup,
@@ -6,6 +8,7 @@ export {
   type DocsNavigationGroup,
   type DocsNavigationPage,
   defineDocsConfig,
+  generateAgentsMd,
   generateLLMFullContextFiles,
   generateLlmsTxt,
   type LLMFullContextConfig,
diff --git a/packages/leadtype/src/llm/llm.ts b/packages/leadtype/src/llm/llm.ts
index 4dbfc5f..d1d23c4 100644
--- a/packages/leadtype/src/llm/llm.ts
+++ b/packages/leadtype/src/llm/llm.ts
@@ -821,6 +821,132 @@ export async function generateLLMFullContextFiles(
   await writeGroupTree(resolved, config.product, markdownDocs, llmsFullDir);
 }
 
+/* ---------------- AGENTS.md (offline package bundle) -------------------- */
+
+export type AgentsMdConfig = {
+  /** Repo root containing the `docs/` source. */
+  srcDir: string;
+  /** Output root. AGENTS.md is written at `<outDir>/AGENTS.md`. */
+  outDir: string;
+  product: ProductInfo;
+  /** Group tree from `docs.config.ts`. Drives section structure. */
+  groups: DocsGroup[];
+  /**
+   * Subdirectory under `outDir` that holds the converted `.md` files.
+   * Used for the relative-path prefix in every link. Default: `docs`.
+   */
+  docsSubdir?: string;
+};
+
+export type AgentsMdResult = {
+  outputPath: string;
+};
+
+function relativeDocLink(relativePath: string, docsSubdir: string): string {
+  return `./${docsSubdir}/${relativePath}.md`;
+}
+
+function pageDescription(doc: SourceDoc, fallback?: string): string {
+  return (
+    normalizeDescription(doc.description) ||
+    fallback ||
+    `Reference page for ${doc.title.toLowerCase()}.`
+  );
+}
+
+/**
+ * Generate `AGENTS.md` at the package root for offline-readable docs that
+ * coding agents auto-discover (Claude Code, Codex, Cursor, etc.). Unlike
+ * `generateLlmsTxt`, every link is a **relative** filesystem path
+ * (`./docs/<segment>/<slug>.md`) so the file works inside a published npm
+ * tarball at `node_modules/<pkg>/AGENTS.md`.
+ */
+export async function generateAgentsMd(
+  config: AgentsMdConfig
+): Promise<AgentsMdResult> {
+  const srcDir = path.resolve(config.srcDir);
+  const outDir = path.resolve(config.outDir);
+  const docsSubdir = config.docsSubdir ?? DOCS_DIRNAME;
+  // baseUrl is required by readSourceDocs for the SourceDoc.absoluteUrl
+  // field, but AGENTS.md output never reads that field — relative paths only.
+  // Pass through any configured fallback so SourceDoc objects are well-formed.
+  const baseUrl = normalizeBaseUrl(undefined);
+  const sourceDocs = await readSourceDocs(srcDir, baseUrl);
+  const resolved = resolveGroups(config.groups);
+  const membership = buildGroupMembership([...sourceDocs.values()], resolved);
+
+  const lines: string[] = [
+    `# ${config.product.name}`,
+    "",
+    `> ${config.product.summary}`,
+    "",
+    "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.",
+  ];
+
+  if (config.product.bullets && config.product.bullets.length > 0) {
+    lines.push("", "## Product Summary", "");
+    for (const bullet of config.product.bullets) {
+      lines.push(`- ${bullet}`);
+    }
+  }
+
+  const startingPoints = config.product.bestStartingPoints ?? [];
+  const renderedStarts: string[] = [];
+  for (const link of startingPoints) {
+    const sourceDoc = sourceDocs.get(link.urlPath);
+    if (!sourceDoc) {
+      // bestStartingPoints can reference URLs not present in source (e.g.
+      // /docs root). Skip those rather than emit a broken relative link.
+      continue;
+    }
+    const title = link.title ?? sourceDoc.title;
+    const description = link.description ?? pageDescription(sourceDoc);
+    renderedStarts.push(
+      `- [${title}](${relativeDocLink(sourceDoc.relativePath, docsSubdir)}): ${description}`
+    );
+  }
+  if (renderedStarts.length > 0) {
+    lines.push("", "## Best Starting Points", "", ...renderedStarts);
+  }
+
+  for (const group of resolved) {
+    const pages = pagesUnderGroup(group, membership);
+    if (pages.length === 0) {
+      continue;
+    }
+    lines.push("", `## ${group.title}`);
+    if (group.description) {
+      lines.push("", group.description);
+    }
+    lines.push("");
+    for (const page of pages) {
+      lines.push(
+        `- [${page.title}](${relativeDocLink(page.relativePath, docsSubdir)}): ${pageDescription(page)}`
+      );
+    }
+  }
+
+  if (membership.ungrouped.length > 0) {
+    lines.push("", "## Other", "");
+    for (const page of membership.ungrouped) {
+      lines.push(
+        `- [${page.title}](${relativeDocLink(page.relativePath, docsSubdir)}): ${pageDescription(page)}`
+      );
+    }
+  }
+
+  // Skip product.agentGuidance — it's written for the website's llms.txt
+  // routing flow ("open /docs/llms.txt then…") and would mislead an agent
+  // reading from node_modules. The preamble paragraph already covers offline
+  // navigation in format-agnostic terms.
+
+  const content = `${lines.join("\n")}\n`;
+  await mkdir(outDir, { recursive: true });
+  const outputPath = path.join(outDir, "AGENTS.md");
+  await writeFile(outputPath, content);
+  return { outputPath };
+}
+
 /* ---------------- Navigation manifest ----------------------------------- */
 
 export type DocsNavigationPage = {