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+# Agent-Friendly Docs Site Design
+
+## Goal
+
+Make `docs-site` easier for coding agents and LLM readers to discover, ingest,
+and use. The work applies the Vercel Academy agent-friendly docs patterns to the
+KTX documentation site while preserving the current Fumadocs + Next.js
+architecture.
+
+Success means agents can:
+
+- Discover the documentation from well-known root files.
+- Fetch all documentation in one plain-text response.
+- Fetch any docs page as markdown without parsing the HTML UI.
+- Follow CLI, MCP, setup, integration, and semantic-layer workflows from
+  structured examples.
+- Recover from common setup and command failures using explicit troubleshooting
+  notes.
+
+## Current State
+
+`docs-site` is a Next 15 app using Fumadocs. Source pages live under
+`docs-site/content/docs`, and rendered docs are served under `/docs`.
+
+The site currently has good human-facing MDX pages, but it does not expose:
+
+- `/llms.txt`
+- `/llms-full.txt`
+- raw markdown routes such as `/docs/getting-started/quickstart.md`
+- markdown content negotiation
+
+Many docs pages already use tables and code blocks, but the structure is not
+consistently optimized for literal agent parsing. CLI and agent-facing pages are
+the highest-priority content because agents are most likely to copy commands and
+JSON examples directly.
+
+## Design
+
+### Machine-readable access
+
+Add a small LLM docs utility layer inside `docs-site`:
+
+- `docs-site/lib/llm-docs.ts`
+  - Converts Fumadocs pages to raw or LLM-readable markdown.
+  - Builds a stable ordered list of docs pages from `source.getPages()`.
+  - Produces the `llms.txt` index content.
+  - Produces the `llms-full.txt` bundled content.
+
+Add routes:
+
+- `docs-site/app/llms.txt/route.ts`
+  - Returns `text/plain; charset=utf-8`.
+  - Includes `# KTX`, a blockquote summary, a short description, and sections
+    linking to key docs, markdown docs, CLI reference pages, integration pages,
+    and `/llms-full.txt`.
+
+- `docs-site/app/llms-full.txt/route.ts`
+  - Returns `text/plain; charset=utf-8`.
+  - Concatenates all docs pages in source order.
+  - Prefixes each page with a stable heading and canonical `/docs/...` URL.
+
+- `docs-site/app/llms.mdx/docs/[[...slug]]/route.ts`
+  - Returns one docs page as `text/markdown; charset=utf-8`.
+  - Uses the same slug shape as `/docs/[[...slug]]`.
+  - Returns 404 for unknown pages.
+
+Add a Next rewrite in `docs-site/next.config.mjs`:
+
+- `/docs/:path*.md` rewrites to `/llms.mdx/docs/:path*`
+
+Add a markdown negotiation proxy for `/docs/...` requests:
+
+- Requests whose `Accept` header prefers markdown are rewritten to the matching
+  LLM markdown route.
+- Normal browser requests continue to render the existing Fumadocs UI.
+- The proxy must leave `/llms.txt`, `/llms-full.txt`, assets, and non-docs
+  routes unchanged.
+
+### Content rewrite pass
+
+Rewrite the existing MDX content in a bounded, high-impact pass. The intent is
+not to expand every page; it is to make every page more literal and consistent
+for agents.
+
+Apply these patterns across docs:
+
+- Put command signatures in fenced code blocks.
+- Use tables for flags, options, inputs, outputs, supported values, and
+  environment variables.
+- Use realistic values in copy-paste examples.
+- Show complete expected command output when output shape matters.
+- Add explicit "Common errors" or "Recovery" sections for workflows where a
+  command can fail for predictable reasons.
+- Add workflow sections that chain commands in the order an agent should use
+  them.
+- Avoid placeholders that an agent could copy literally, unless the placeholder
+  is clearly marked as a value to replace.
+
+Priority pages:
+
+1. `getting-started/quickstart.mdx`
+   - Add a compact workflow summary.
+   - Make prerequisites and generated files explicit.
+   - Add troubleshooting for missing API keys, failed connection tests, daemon
+     startup, and unbuilt context.
+
+2. `guides/serving-agents.mdx`
+   - Treat MCP tools and `ktx agent` commands as agent-facing API references.
+   - Add tool/command input tables, output expectations, safety constraints, and
+     workflows for answering analytics questions.
+
+3. `guides/writing-context.mdx`
+   - Add semantic-source schema tables.
+   - Add workflows for listing, reading, editing, validating, querying, and
+     writing wiki knowledge.
+
+4. `cli-reference/*.mdx`
+   - Normalize every command page to: command signature, subcommands table,
+     option tables, examples, output modes, common errors, and related workflows
+     where useful.
+
+5. `integrations/agent-clients.mdx`, `integrations/primary-sources.mdx`, and
+   `integrations/context-sources.mdx`
+   - Normalize integration setup sections into structured config tables,
+     copy-paste examples, authentication requirements, and recovery notes.
+
+6. Concept and benchmark pages
+   - Keep narrative content, but add compact "Agent usage notes" where it helps
+     agents decide when to read or cite the page.
+
+### Documentation boundaries
+
+The first pass should not introduce a separate public docs tree or a generated
+API reference system. It should work with the existing MDX source files and
+Fumadocs loader.
+
+Do not add stale compatibility aliases or rename KTX concepts. Keep examples
+aligned with commands and files that exist in the standalone KTX repository.
+
+### Testing
+
+Verification commands:
+
+- `pnpm --filter ktx-docs build`
+- `pnpm --filter ktx-docs exec tsc --noEmit` after generated Fumadocs source
+  files exist.
+- Route checks against a local docs server:
+  - `GET /llms.txt` returns 200 and `text/plain`.
+  - `GET /llms-full.txt` returns 200 and `text/plain`.
+  - `GET /docs/getting-started/quickstart.md` returns 200 and
+    `text/markdown`.
+  - unknown markdown docs paths return 404.
+
+For content checks, inspect the generated markdown responses to confirm they
+contain:
+
+- realistic command examples,
+- tables,
+- full output examples where documented,
+- workflow sections,
+- recovery/error sections.
+
+## Acceptance Criteria
+
+- `/llms.txt` gives agents a concise index with links to key KTX docs and
+  `/llms-full.txt`.
+- `/llms-full.txt` returns all docs content in source order as plain text.
+- Every Fumadocs page can be fetched through a `.md` URL.
+- High-priority docs pages use consistent agent-friendly structure.
+- The docs site builds successfully.
+- Verification results and any skipped checks are reported clearly.