From 572854fcda683dd3470e67d632e3b9c27d213f13 Mon Sep 17 00:00:00 2001
From: Juan Bejarano <jcbj1292@gmail.com>
Date: Tue, 19 May 2026 11:43:23 -0500
Subject: [PATCH] feat: full-stack indie games catalog with AI chat

- Games CRUD: SQLite persistence via better-sqlite3, repository pattern
  (GamesRepository interface + SqliteGamesRepository), Zod validation,
  seed script with 10 sample games.

- REST API: five route handlers (GET/POST /api/games,
  GET/PUT/DELETE /api/games/:id) with structured error responses
  and request body validation.

- AI Chat: streaming chat via Vercel AI SDK + Anthropic claude-haiku-4-5,
  tool calling (list_games, find_game_by_title, catalog_summary, respond),
  structured output as a discriminated union (game | games | comparison |
  count | stats | text) rendered as rich cards in the UI.

- UI: Next.js 16 App Router, mobile-first Tailwind v4, native <dialog>
  modals (bottom-sheet on mobile / centered on desktop), right-anchored
  chat drawer with backdrop, answer cards per output kind.

- Docs: technical feature docs in docs/features/, specs in docs/specs/,
  CLAUDE.md with engineering rules and conventions.
---
 .env.example                          |    1 +
 .gitignore                            |   59 +-
 AGENTS.md                             |    5 +
 CLAUDE.md                             |  127 +
 README.md                             |  172 +-
 app/api/chat/route.ts                 |   60 +
 app/api/games/[id]/route.ts           |   57 +
 app/api/games/route.ts                |   36 +
 app/globals.css                       |    8 +
 app/layout.tsx                        |   31 +
 app/page.tsx                          |    7 +
 components/chat/answer-card.tsx       |  160 +
 components/chat/chat-dock.tsx         |   37 +
 components/chat/chat-drawer.tsx       |   57 +
 components/chat/chat-scaffold.tsx     |  215 +
 components/games/delete-dialog.tsx    |   74 +
 components/games/game-card.tsx        |   62 +
 components/games/game-form-dialog.tsx |  276 +
 components/games/games-view.tsx       |   96 +
 components/site-header.tsx            |   11 +
 data/.gitkeep                         |    0
 docs/features/01-games-crud.md        |   97 +
 docs/features/02-rest-api.md          |   79 +
 docs/features/03-ai-chat.md           |  122 +
 docs/features/04-ui.md                |  111 +
 docs/specs/01-games-crud.md           |   34 +
 docs/specs/02-rest-api.md             |   35 +
 docs/specs/03-ai-chat.md              |   36 +
 docs/specs/04-ui.md                   |   32 +
 docs/template/spec-template.md        |   74 +
 eslint.config.mjs                     |   18 +
 lib/db/client.ts                      |   25 +
 lib/db/schema.sql                     |   14 +
 lib/games/ai-tools.ts                 |  183 +
 lib/games/answer-types.ts             |   24 +
 lib/games/format.ts                   |   21 +
 lib/games/repository.ts               |  101 +
 lib/games/schemas.ts                  |   12 +
 lib/games/types.ts                    |   15 +
 next.config.ts                        |    7 +
 package-lock.json                     | 7862 +++++++++++++++++++++++++
 package.json                          |   35 +
 postcss.config.mjs                    |    7 +
 scripts/seed.ts                       |   29 +
 tsconfig.json                         |   34 +
 45 files changed, 10501 insertions(+), 57 deletions(-)
 create mode 100644 .env.example
 create mode 100644 AGENTS.md
 create mode 100644 CLAUDE.md
 create mode 100644 app/api/chat/route.ts
 create mode 100644 app/api/games/[id]/route.ts
 create mode 100644 app/api/games/route.ts
 create mode 100644 app/globals.css
 create mode 100644 app/layout.tsx
 create mode 100644 app/page.tsx
 create mode 100644 components/chat/answer-card.tsx
 create mode 100644 components/chat/chat-dock.tsx
 create mode 100644 components/chat/chat-drawer.tsx
 create mode 100644 components/chat/chat-scaffold.tsx
 create mode 100644 components/games/delete-dialog.tsx
 create mode 100644 components/games/game-card.tsx
 create mode 100644 components/games/game-form-dialog.tsx
 create mode 100644 components/games/games-view.tsx
 create mode 100644 components/site-header.tsx
 create mode 100644 data/.gitkeep
 create mode 100644 docs/features/01-games-crud.md
 create mode 100644 docs/features/02-rest-api.md
 create mode 100644 docs/features/03-ai-chat.md
 create mode 100644 docs/features/04-ui.md
 create mode 100644 docs/specs/01-games-crud.md
 create mode 100644 docs/specs/02-rest-api.md
 create mode 100644 docs/specs/03-ai-chat.md
 create mode 100644 docs/specs/04-ui.md
 create mode 100644 docs/template/spec-template.md
 create mode 100644 eslint.config.mjs
 create mode 100644 lib/db/client.ts
 create mode 100644 lib/db/schema.sql
 create mode 100644 lib/games/ai-tools.ts
 create mode 100644 lib/games/answer-types.ts
 create mode 100644 lib/games/format.ts
 create mode 100644 lib/games/repository.ts
 create mode 100644 lib/games/schemas.ts
 create mode 100644 lib/games/types.ts
 create mode 100644 next.config.ts
 create mode 100644 package-lock.json
 create mode 100644 package.json
 create mode 100644 postcss.config.mjs
 create mode 100644 scripts/seed.ts
 create mode 100644 tsconfig.json

diff --git a/.env.example b/.env.example
new file mode 100644
index 0000000..8b3e125
--- /dev/null
+++ b/.env.example
@@ -0,0 +1 @@
+ANTHROPIC_API_KEY=
diff --git a/.gitignore b/.gitignore
index 57817f9..8bffce5 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,18 +1,55 @@
-node_modules/
-.next/
-out/
-build/
-dist/
-.env
-.env.local
-.env.*.local
+# See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
+
+# dependencies
+/node_modules
+/.pnp
+.pnp.*
+.yarn/*
+!.yarn/patches
+!.yarn/plugins
+!.yarn/releases
+!.yarn/versions
+
+# testing
+/coverage
+
+# next.js
+/.next/
+/out/
+
+# production
+/build
+
+# misc
+.DS_Store
+*.pem
+
+# debug
 npm-debug.log*
 yarn-debug.log*
-pnpm-debug.log*
-.DS_Store
+yarn-error.log*
+.pnpm-debug.log*
+
+# env files (can opt-in for committing if needed)
+.env*
+!.env.example
+
+# vercel
+.vercel
+
+# typescript
+*.tsbuildinfo
+next-env.d.ts
+
+# editors
 .vscode/
 .idea/
+.claude/
+
+# local sqlite database
 *.sqlite
 *.sqlite3
 *.db
-coverage/
+*.db-shm
+*.db-wal
+
diff --git a/AGENTS.md b/AGENTS.md
new file mode 100644
index 0000000..8bd0e39
--- /dev/null
+++ b/AGENTS.md
@@ -0,0 +1,5 @@
+<!-- BEGIN:nextjs-agent-rules -->
+# This is NOT the Next.js you know
+
+This version has breaking changes — APIs, conventions, and file structure may all differ from your training data. Read the relevant guide in `node_modules/next/dist/docs/` before writing any code. Heed deprecation notices.
+<!-- END:nextjs-agent-rules -->
diff --git a/CLAUDE.md b/CLAUDE.md
new file mode 100644
index 0000000..84841b4
--- /dev/null
+++ b/CLAUDE.md
@@ -0,0 +1,127 @@
+# CLAUDE.md
+
+Guidance for Claude Code sessions working in this repository.
+
+## Project Overview
+
+An internal dashboard to manage a catalog of indie games (CRUD) plus an AI chat that answers natural-language questions about the catalog. The chat uses tool calling against the same data layer that backs the REST API — it never receives the database as raw context — and streams responses to the UI in real time.
+
+## Tech Stack
+
+- **Framework:** Next.js 14+ (App Router) + TypeScript (strict mode)
+- **Styling:** Tailwind CSS
+- **Persistence:** SQLite (local file under `data/`, git-ignored)
+- **LLM layer:** Vercel AI SDK + Anthropic `claude-sonnet-4-6`
+- **Transport:** Next.js Route Handlers for both REST and streaming chat
+
+## Spec Quick Reference
+
+Authoritative requirements live in [docs/specs/](docs/specs/). Always read the relevant spec before changing the corresponding area:
+
+- [docs/specs/01-games-crud.md](docs/specs/01-games-crud.md) — Games data model (`title`, `developer`, `genre`, `monthly_revenue_usd`, `monthly_downloads`, `average_rating`) + SQLite persistence.
+- [docs/specs/02-rest-api.md](docs/specs/02-rest-api.md) — REST endpoints: `GET /games`, `POST /games`, `GET /games/:id`, `PUT /games/:id`, `DELETE /games/:id`.
+- [docs/specs/03-ai-chat.md](docs/specs/03-ai-chat.md) — Streaming chat with tool calling; no DB dumps into the prompt.
+- [docs/specs/04-ui.md](docs/specs/04-ui.md) — Dashboard view (table or cards) + chat view, Next.js App Router + Tailwind.
+
+## Feature Documentation
+
+Technical docs explaining how each feature is actually implemented — data flow, components, design decisions. Read these when working on or extending an existing feature:
+
+- [docs/features/01-games-crud.md](docs/features/01-games-crud.md) — Data model, SQLite schema, repository pattern (`GamesRepository` interface + `SqliteGamesRepository`), Zod validation, seed script.
+- [docs/features/02-rest-api.md](docs/features/02-rest-api.md) — Route handler structure, request/response shapes, error format, design decisions (full replacement PUT, server-generated IDs, no query params).
+- [docs/features/03-ai-chat.md](docs/features/03-ai-chat.md) — `streamText` setup, system prompt contract, tool definitions (`list_games`, `find_game_by_title`, `catalog_summary`, `respond`), `CatalogAnswer` discriminated union, hydration pattern, client-side part rendering logic.
+- [docs/features/04-ui.md](docs/features/04-ui.md) — App Router data flow, component tree, native `<dialog>` pattern, chat drawer, `AnswerCard` variants, Tailwind conventions.
+
+## Engineering Rules (Non-Negotiable)
+
+### Clean Code
+- Meaningful, intention-revealing names. No abbreviations that aren't industry-standard.
+- Small functions doing one thing. Early returns over nested conditionals.
+- No dead code, no unused exports, no premature abstraction. Duplication is preferable to the wrong abstraction.
+
+### SOLID
+- **S** — One responsibility per module, component, route handler, and tool definition.
+- **O / L** — Extend behavior by adding new tools, repositories, or components rather than mutating existing ones.
+- **I** — Keep interfaces narrow; consumers should not depend on shapes they don't use.
+- **D** — Depend on abstractions at the data and AI boundaries (e.g. a `GamesRepository` interface implemented by a SQLite adapter; LLM tools defined against the repository, not against the DB driver).
+
+### No Comments — Of Any Kind
+Code must be self-explanatory through naming and structure. Do not write:
+- Inline comments (`//` or `#`).
+- Block comments (`/* ... */`).
+- JSDoc / TSDoc.
+- Banner comments, section dividers, `TODO` / `FIXME` / `NOTE` markers.
+
+The only acceptable prose lives in Markdown files (`CLAUDE.md`, `README.md`, `docs/`). If you feel the urge to explain code with a comment, rename a symbol or extract a function instead.
+
+### Mobile First
+All UI work starts from the smallest viewport and scales up — never the other way around:
+- Design and implement the mobile layout first, then progressively enhance with Tailwind's `sm:`, `md:`, `lg:`, `xl:` breakpoints.
+- Base (unprefixed) Tailwind classes describe the mobile experience; larger-breakpoint prefixes add or override only what changes.
+- Tap targets are at least 44×44px; spacing, typography, and forms must remain usable with one thumb.
+- Tables (dashboard view) must have a mobile-friendly fallback — horizontal scroll within a bounded container, or a card layout on narrow screens — never a layout that overflows the viewport.
+- The chat surface must work on mobile: composer pinned, input never hidden by the on-screen keyboard, streaming output scrolls into view.
+- Test every change at ~360px wide before considering it done.
+
+### Accessibility (UI)
+Every interactive UI surface must meet WCAG basics:
+- Semantic HTML (`<button>`, `<nav>`, `<main>`, `<form>`, `<table>`, `<th scope>`...).
+- Every form control paired with a real `<label htmlFor>` — placeholders are not labels.
+- `aria-*` attributes where semantics aren't conveyed by HTML alone; never as decoration.
+- Full keyboard navigation, logical tab order, visible focus states (do not remove default outlines without replacement).
+- Color contrast meets AA via Tailwind's accessible palette choices; never communicate state through color alone.
+- Streaming chat output uses `aria-live="polite"` so screen readers receive incremental updates.
+- Images and icons that convey meaning have `alt` text; purely decorative ones use `alt=""` or `aria-hidden`.
+
+### No Lint-Disable Lines or Tags
+Never bypass tooling. Do not write — anywhere, for any reason:
+- `eslint-disable`, `eslint-disable-next-line`, `eslint-disable-line` (any rule).
+- `@ts-ignore`, `@ts-expect-error`, `@ts-nocheck`.
+- `prettier-ignore`.
+- Equivalent disables for any other linter or formatter added later.
+
+If a linter or the type checker complains, fix the root cause: refine types, restructure code, or update the rule configuration explicitly in the config file with a justification in the PR description.
+
+## Out of Scope
+
+Per the assessment brief: authentication, deployment, production-grade error handling, and full test coverage are out of scope. Do not invest time there unless the user explicitly asks.
+
+## Conventions
+
+- **TypeScript strict mode** is on; no implicit `any`.
+- **Server Components by default.** Use `"use client"` only where required (forms with local state, the chat surface).
+- **REST routes** live under `app/api/games/` as Route Handlers; one file per resource path.
+- **Chat route** lives under `app/api/chat/` and returns a streamed response via the Vercel AI SDK.
+- **Repository layer** sits between Route Handlers / AI tools and the SQLite driver — handlers and tools never touch SQL directly.
+- **SQLite file** lives at `data/games.db`, is git-ignored, and is provisioned by a seed script that runs idempotently.
+- **Environment variables** (e.g. `ANTHROPIC_API_KEY`) are read from `.env.local`, which is git-ignored; provide a checked-in `.env.example`.
+
+## Next.js version notes
+
+@AGENTS.md
+
+---
+
+## Assessment Information
+
+> **Note:** This section is purely informational and must not be taken into account for development decisions. It does not apply any rules or conventions to the code.
+
+**1. Tools used**
+
+I used Claude Code with Opus (planning mode) for planning and Sonnet (edit mode) for writing code. This is the most effective combination I have found: plan thoroughly before the first line of code is written.
+
+**2. Most impactful prompts**
+
+- A skill to take the requirements and convert them into `.md` files, so Claude always has the full context of what is needed — both for development and bug fixing. Those files are also referenced in `CLAUDE.md` so every session starts with the right context.
+- A prompt to analyze the entire app and generate technical feature documentation, also referenced in `CLAUDE.md`. Useful not only for the AI (to reinforce context about what was built and how) but also for any developer who needs to understand the codebase.
+- A prompt to audit the app and surface potential bugs and improvement opportunities. The user then decides which ones to tackle.
+
+All three prompts involve active user participation — for code design decisions, library choices, and trade-off calls.
+
+**3. Cases where the AI got it wrong**
+
+There were no serious cases where the AI misunderstood the goal and required manual intervention. A significant amount of time was invested upfront in planning and building sufficient context so the AI always had clear direction. There were only minor UI cases where I had to redirect it toward a specific approach.
+
+**4. Parallel tools / agents**
+
+No tools other than Claude Code were used.
diff --git a/README.md b/README.md
index 2885d95..5328f45 100644
--- a/README.md
+++ b/README.md
@@ -1,74 +1,154 @@
-# Full Stack Engineer (AI) — Technical Assessment
+# Indie Games Catalog — Full Stack AI Assessment
 
-**Time limit:** 2–3 hours max.
+An internal dashboard to manage a catalog of indie games with a built-in AI chat that answers natural-language questions about the catalog using tool calling and streaming.
 
 ---
 
-## Challenge
+## Stack
 
-Build a small **internal dashboard** to manage a catalog of indie games, plus an **AI chat** that answers natural-language questions about that catalog.
+| Layer | Technology |
+|---|---|
+| Framework | Next.js 16 (App Router) + TypeScript strict |
+| Styling | Tailwind CSS v4 |
+| Persistence | SQLite via `better-sqlite3` |
+| LLM | Anthropic Claude (`claude-haiku-4-5`) via Vercel AI SDK v6 |
+| Validation | Zod v4 |
 
-### Requirements
+---
 
-1. **Games CRUD**
-   Fields: `title`, `developer`, `genre`, `monthly_revenue_usd`, `monthly_downloads`, `average_rating`.
-   Persist locally (SQLite, JSON, or in-memory).
+## Prerequisites
 
-2. **REST API**
-   Expose the catalog via API routes.
+- Node.js 18+
+- An Anthropic API key with credits (required only for the AI chat feature)
 
-3. **AI Chat**
-   Chat UI that answers questions like:
-   - *"Which game made the most revenue last month?"*
-   - *"How many games are rated above 4?"*
-   - *"Compare revenue of Game A vs Game B."*
+---
 
-   - Must use **tool calling / function calling** to query the data. Do **not** dump the full DB into the prompt.
-   - Responses must **stream**.
+## Setup
 
-4. **UI**
-   Dashboard view (table or cards) + chat view. Tailwind is fine.
+**1. Install dependencies**
 
-### Stack
+```bash
+npm install
+```
 
-- Next.js 14+ (App Router) + TypeScript
-- Tailwind CSS
-- **LLM layer:** your choice — Anthropic SDK, OpenAI SDK, Vercel AI SDK, OpenRouter, LangChain / LangGraph, etc. Any model/provider is fine as long as tool calling + streaming work.
-- Storage: your choice (SQLite, JSON, in-memory)
+**2. Configure environment variables**
 
-### Out of scope
+```bash
+cp .env.example .env.local
+```
 
-Auth, deployment, production error handling, full test coverage.
+Open `.env.local` and fill in your Anthropic API key:
 
----
+```
+ANTHROPIC_API_KEY=sk-ant-...
+```
+
+**3. Seed the database**
+
+Creates `data/games.db` and inserts 10 sample indie games:
+
+```bash
+npm run seed
+```
 
-## Mandatory: `AI_WORKFLOW.md`
+**4. Start the dev server**
 
-Include a file documenting how you used AI coding tools (Claude Code, Cursor, etc.) during this assessment:
+```bash
+npm run dev
+```
 
-1. Which tool(s) and why.
-2. 3–5 concrete prompts you used and their outcome.
-3. One moment where the AI got it wrong and how you fixed it.
-4. If you used parallel agents / subagents / worktrees, describe how.
+Open [http://localhost:3000](http://localhost:3000).
 
 ---
 
-## Evaluation
+## Scripts
 
-| Area | Weight |
+| Command | Description |
 |---|---|
-| Use of AI coding tools (`AI_WORKFLOW.md`) | 30% |
-| Full-stack implementation (CRUD + API + chat + tool use) | 30% |
-| Code quality | 20% |
-| UX | 10% |
-| README clarity | 10% |
+| `npm run dev` | Start the development server |
+| `npm run build` | Production build |
+| `npm run lint` | Run ESLint |
+| `npm run seed` | Create and seed the SQLite database |
+| `npm run db:reset` | Wipe the database and re-seed from scratch |
 
 ---
 
-## How to submit
+## Features
+
+### Games Catalog (CRUD)
+- Card grid layout, responsive from mobile to desktop.
+- Create, edit, and delete games via native `<dialog>` modals (bottom-sheet on mobile, centered on desktop).
+- Fields: `title`, `developer`, `genre`, `monthly_revenue_usd`, `monthly_downloads`, `average_rating`.
+- Client-side + server-side Zod validation with inline field errors.
+
+### REST API
+Five endpoints under `/api/games`:
+
+```
+GET    /api/games          List all games
+POST   /api/games          Create a game
+GET    /api/games/:id      Get a single game
+PUT    /api/games/:id      Full replacement update
+DELETE /api/games/:id      Delete a game
+```
+
+### AI Chat
+- Chat drawer (FAB bottom-right → slides in from the right on desktop, fullscreen on mobile).
+- Streaming responses via Vercel AI SDK + Anthropic.
+- Tool calling — the model never receives the full database; it calls typed tools (`list_games`, `find_game_by_title`, `catalog_summary`) to fetch only what it needs.
+- Structured output: the model always finishes by calling a `respond` tool that returns a discriminated union (`game | games | comparison | count | stats | text`), rendered as rich cards in the UI.
+- Questions to try:
+  - *"Which game made the most revenue?"*
+  - *"How many games are rated above 4?"*
+  - *"Compare Hollow Knight vs Celeste on revenue"*
+  - *"Give me an overview of the catalog"*
+
+---
+
+## Architecture Notes
+
+**Repository pattern.** Route handlers and AI tools never touch SQL directly — they go through a `GamesRepository` interface implemented by `SqliteGamesRepository`. This keeps the data layer swappable without touching the API or chat layer.
+
+**Server Components by default.** `app/page.tsx` is a Server Component that fetches games directly from the repository (no HTTP round-trip). After mutations, the client calls `router.refresh()` to get a fresh server render.
+
+**Structured chat output.** Instead of rendering free-form markdown text, the `respond` tool forces the model to emit a typed `CatalogAnswer` object. The client renders it as a rich card (game details, comparison grid, stat summary, etc.) rather than a plain chat bubble.
+
+---
+
+## Trade-offs
+
+**`claude-haiku-4-5` instead of `claude-sonnet-4-6`.** The spec suggests Sonnet but does not mandate it. Haiku is significantly lighter and more cost-effective for the structured tool-calling pattern used here, where the model's job is to select tools and fill a well-defined schema rather than reason deeply.
+
+**SQLite over a managed database.** Zero setup for local development and perfectly sufficient for the catalog size in this assessment. Would not scale to multi-process production deployments.
+
+**Full replacement PUT (not PATCH).** The edit form always submits all six fields, so partial updates add no practical value. Keeps the schema and validation symmetric with POST.
+
+**No authentication.** Explicitly out of scope per the assessment brief.
+
+---
+
+## Project Structure
+
+```
+app/
+├── api/
+│   ├── games/          ← REST route handlers
+│   └── chat/           ← Streaming AI chat route
+├── layout.tsx
+└── page.tsx            ← Server Component entry point
+
+components/
+├── games/              ← CRUD UI (cards, form dialog, delete dialog)
+└── chat/               ← Chat surface (FAB, drawer, scaffold, answer cards)
+
+lib/
+├── db/                 ← SQLite client + schema
+└── games/              ← Repository, types, schemas, AI tools, formatters
+
+docs/
+├── specs/              ← Original assessment requirements
+└── features/           ← Technical implementation docs per feature
 
-1. **Fork** this repo.
-2. Create branch `submission/<your-name>`.
-3. Implement.
-4. Open a **Pull Request** to `main` of this repo.
-5. In the PR include: time spent, how to run locally, trade-offs made.
+scripts/
+└── seed.ts             ← Database seed script
+```
diff --git a/app/api/chat/route.ts b/app/api/chat/route.ts
new file mode 100644
index 0000000..dfc8b66
--- /dev/null
+++ b/app/api/chat/route.ts
@@ -0,0 +1,60 @@
+import { streamText, convertToModelMessages, stepCountIs } from "ai";
+import { anthropic } from "@ai-sdk/anthropic";
+import { NextResponse } from "next/server";
+import { z } from "zod";
+import type { UIMessage } from "ai";
+import { getGamesRepository } from "@/lib/games/repository";
+import { createGamesTools } from "@/lib/games/ai-tools";
+
+const SYSTEM_PROMPT = `You are an assistant for an internal indie games catalog dashboard.
+
+Use the data tools (list_games, find_game_by_title, catalog_summary) to gather facts — never guess data.
+
+ALWAYS finish your turn by calling \`respond\` exactly once.
+
+\`summary\` rules:
+- One or two sentences of plain natural-language prose.
+- No markdown formatting whatsoever: no **bold**, no *italic*, no bullet points, no asterisks, no headings, no backticks.
+- Do not restate numbers that already appear in the structured \`data\` card. The card displays the values; the summary just states the answer (e.g. "Hollow Knight earns more monthly revenue than Celeste.").
+
+\`data\` rules — choose the MOST SPECIFIC kind that fits the question:
+- game — one specific game (e.g. "which game has the highest revenue?").
+- games — a list of multiple games (e.g. "games rated above 4").
+- comparison — two games compared on one metric (e.g. "compare X and Y on revenue"). ALWAYS use this for two-game comparisons; never fall back to text.
+- count — a pure numeric answer (e.g. "how many games...").
+- stats — an overview of the whole catalog.
+- text — last resort, only when none of the above fit and no data is available.
+
+Do not emit free text outside of the respond call.`;
+
+const chatRequestSchema = z.object({
+  messages: z.array(z.unknown()).min(1),
+});
+
+export async function POST(req: Request): Promise<Response> {
+  try {
+    const body: unknown = await req.json();
+    const parsed = chatRequestSchema.safeParse(body);
+    if (!parsed.success) {
+      return NextResponse.json(
+        { error: "Invalid request body", details: parsed.error.flatten() },
+        { status: 400 }
+      );
+    }
+
+    const messages = parsed.data.messages as UIMessage[];
+
+    const result = streamText({
+      model: anthropic("claude-haiku-4-5"),
+      system: SYSTEM_PROMPT,
+      messages: await convertToModelMessages(messages),
+      tools: createGamesTools(getGamesRepository()),
+      stopWhen: stepCountIs(6),
+    });
+
+    return result.toUIMessageStreamResponse();
+  } catch (error) {
+    console.error("POST /api/chat failed:", error);
+    return NextResponse.json({ error: "Chat request failed" }, { status: 500 });
+  }
+}
diff --git a/app/api/games/[id]/route.ts b/app/api/games/[id]/route.ts
new file mode 100644
index 0000000..cd41062
--- /dev/null
+++ b/app/api/games/[id]/route.ts
@@ -0,0 +1,57 @@
+import { NextResponse } from "next/server";
+import { getGamesRepository } from "@/lib/games/repository";
+import { gameUpdateSchema } from "@/lib/games/schemas";
+
+type RouteContext = { params: Promise<{ id: string }> };
+
+export async function GET(_request: Request, { params }: RouteContext) {
+  try {
+    const { id } = await params;
+    const game = getGamesRepository().findById(id);
+    if (!game) {
+      return NextResponse.json({ error: "Game not found" }, { status: 404 });
+    }
+    return NextResponse.json(game);
+  } catch (error) {
+    console.error("GET /api/games/[id] failed:", error);
+    return NextResponse.json({ error: "Failed to fetch game" }, { status: 500 });
+  }
+}
+
+export async function PUT(request: Request, { params }: RouteContext) {
+  try {
+    const { id } = await params;
+    const body: unknown = await request.json();
+    const parsed = gameUpdateSchema.safeParse(body);
+
+    if (!parsed.success) {
+      return NextResponse.json(
+        { error: "Validation failed", details: parsed.error.flatten() },
+        { status: 400 }
+      );
+    }
+
+    const game = getGamesRepository().update(id, parsed.data);
+    if (!game) {
+      return NextResponse.json({ error: "Game not found" }, { status: 404 });
+    }
+    return NextResponse.json(game);
+  } catch (error) {
+    console.error("PUT /api/games/[id] failed:", error);
+    return NextResponse.json({ error: "Failed to update game" }, { status: 500 });
+  }
+}
+
+export async function DELETE(_request: Request, { params }: RouteContext) {
+  try {
+    const { id } = await params;
+    const deleted = getGamesRepository().delete(id);
+    if (!deleted) {
+      return NextResponse.json({ error: "Game not found" }, { status: 404 });
+    }
+    return new NextResponse(null, { status: 204 });
+  } catch (error) {
+    console.error("DELETE /api/games/[id] failed:", error);
+    return NextResponse.json({ error: "Failed to delete game" }, { status: 500 });
+  }
+}
diff --git a/app/api/games/route.ts b/app/api/games/route.ts
new file mode 100644
index 0000000..2341944
--- /dev/null
+++ b/app/api/games/route.ts
@@ -0,0 +1,36 @@
+import { NextResponse } from "next/server";
+import { getGamesRepository } from "@/lib/games/repository";
+import { gameInputSchema } from "@/lib/games/schemas";
+
+export async function GET() {
+  try {
+    const games = getGamesRepository().list();
+    return NextResponse.json(games);
+  } catch (error) {
+    console.error("GET /api/games failed:", error);
+    return NextResponse.json({ error: "Failed to fetch games" }, { status: 500 });
+  }
+}
+
+export async function POST(request: Request) {
+  try {
+    const body: unknown = await request.json();
+    const parsed = gameInputSchema.safeParse(body);
+
+    if (!parsed.success) {
+      return NextResponse.json(
+        { error: "Validation failed", details: parsed.error.flatten() },
+        { status: 400 }
+      );
+    }
+
+    const game = getGamesRepository().create(parsed.data);
+    return NextResponse.json(game, {
+      status: 201,
+      headers: { Location: `/api/games/${game.id}` },
+    });
+  } catch (error) {
+    console.error("POST /api/games failed:", error);
+    return NextResponse.json({ error: "Failed to create game" }, { status: 500 });
+  }
+}
diff --git a/app/globals.css b/app/globals.css
new file mode 100644
index 0000000..fbff100
--- /dev/null
+++ b/app/globals.css
@@ -0,0 +1,8 @@
+@import "tailwindcss";
+
+@layer base {
+  dialog {
+    max-height: none;
+    max-width: none;
+  }
+}
diff --git a/app/layout.tsx b/app/layout.tsx
new file mode 100644
index 0000000..1e20c59
--- /dev/null
+++ b/app/layout.tsx
@@ -0,0 +1,31 @@
+import type { Metadata } from "next";
+import "./globals.css";
+import SiteHeader from "@/components/site-header";
+import ChatDock from "@/components/chat/chat-dock";
+
+export const metadata: Metadata = {
+  title: "Indie Games Catalog",
+  description: "Internal dashboard to manage indie games and chat with an AI about the catalog.",
+};
+
+export default function RootLayout({
+  children,
+}: Readonly<{ children: React.ReactNode }>) {
+  return (
+    <html lang="en">
+      <body className="min-h-dvh bg-neutral-50 text-neutral-900 antialiased">
+        <a
+          href="#main"
+          className="sr-only focus:not-sr-only focus:fixed focus:left-4 focus:top-4 focus:z-50 focus:rounded-md focus:bg-white focus:px-4 focus:py-2 focus:text-sm focus:font-medium focus:text-sky-600 focus:shadow-md"
+        >
+          Skip to main content
+        </a>
+        <SiteHeader />
+        <main id="main" className="mx-auto max-w-7xl px-4 py-8 sm:px-6">
+          {children}
+        </main>
+        <ChatDock />
+      </body>
+    </html>
+  );
+}
diff --git a/app/page.tsx b/app/page.tsx
new file mode 100644
index 0000000..375588f
--- /dev/null
+++ b/app/page.tsx
@@ -0,0 +1,7 @@
+import { getGamesRepository } from "@/lib/games/repository";
+import GamesView from "@/components/games/games-view";
+
+export default function HomePage() {
+  const games = getGamesRepository().list();
+  return <GamesView games={games} />;
+}
diff --git a/components/chat/answer-card.tsx b/components/chat/answer-card.tsx
new file mode 100644
index 0000000..7c8adc7
--- /dev/null
+++ b/components/chat/answer-card.tsx
@@ -0,0 +1,160 @@
+"use client";
+
+import type { CatalogAnswer } from "@/lib/games/answer-types";
+import type { Game } from "@/lib/games/types";
+import { formatCurrency, formatCompact, formatRating } from "@/lib/games/format";
+
+type Props = {
+  answer: CatalogAnswer;
+};
+
+function GameMetrics({ game, highlight }: { game: Game; highlight?: boolean }) {
+  return (
+    <article
+      className={`rounded-xl border p-4 ${
+        highlight ? "border-sky-400 bg-sky-50" : "border-neutral-200 bg-white"
+      }`}
+    >
+      <div className="mb-2">
+        <h3 className="font-semibold leading-tight text-neutral-900">{game.title}</h3>
+        <p className="text-xs text-neutral-500">
+          {game.developer} · {game.genre}
+        </p>
+      </div>
+      <dl className="space-y-1.5">
+        <div className="flex items-center justify-between gap-2">
+          <dt className="text-xs text-neutral-500">Revenue</dt>
+          <dd className="text-xs font-medium text-neutral-700">
+            {formatCurrency(game.monthly_revenue_usd)}
+          </dd>
+        </div>
+        <div className="flex items-center justify-between gap-2">
+          <dt className="text-xs text-neutral-500">Downloads</dt>
+          <dd className="text-xs font-medium text-neutral-700">
+            {formatCompact(game.monthly_downloads)}
+          </dd>
+        </div>
+        <div className="flex items-center justify-between gap-2">
+          <dt className="text-xs text-neutral-500">Rating</dt>
+          <dd className="text-xs font-medium text-neutral-700">
+            <span aria-hidden="true">★</span> {formatRating(game.average_rating)}
+          </dd>
+        </div>
+      </dl>
+      {highlight && (
+        <p className="mt-2 text-center text-xs font-semibold text-sky-600">Winner</p>
+      )}
+    </article>
+  );
+}
+
+function metricLabel(metric: "revenue" | "downloads" | "rating") {
+  const labels = { revenue: "Revenue", downloads: "Downloads", rating: "Rating" };
+  return labels[metric];
+}
+
+export default function AnswerCard({ answer }: Props) {
+  const { summary, data } = answer;
+
+  return (
+    <div className="flex justify-start">
+      <div className="w-full max-w-[90%] space-y-3 rounded-2xl rounded-bl-sm bg-neutral-100 px-3.5 py-3">
+        <p className="text-sm leading-relaxed text-neutral-800">{summary}</p>
+
+        {data.kind === "game" && (
+          <GameMetrics game={data.game} />
+        )}
+
+        {data.kind === "games" && (
+          <div>
+            <p className="mb-2 text-xs font-medium uppercase tracking-wide text-neutral-400">
+              {data.context}
+            </p>
+            <ul className="space-y-2">
+              {data.games.map((game) => (
+                <li key={game.id}>
+                  <GameMetrics game={game} />
+                </li>
+              ))}
+            </ul>
+          </div>
+        )}
+
+        {data.kind === "comparison" && (
+          <div>
+            <p className="mb-2 text-xs font-medium uppercase tracking-wide text-neutral-400">
+              {metricLabel(data.metric)} comparison
+            </p>
+            <div className="grid grid-cols-1 gap-3 sm:grid-cols-2">
+              {data.games.map((game) => (
+                <GameMetrics
+                  key={game.id}
+                  game={game}
+                  highlight={data.winnerId === game.id}
+                />
+              ))}
+            </div>
+          </div>
+        )}
+
+        {data.kind === "count" && (
+          <div className="rounded-xl border border-neutral-200 bg-white p-4 text-center">
+            <p
+              className="text-4xl font-bold text-sky-600"
+              aria-label={`${data.value} ${data.context}`}
+            >
+              {data.value}
+            </p>
+            <p className="mt-1 text-sm text-neutral-500">{data.context}</p>
+          </div>
+        )}
+
+        {data.kind === "stats" && (
+          <div className="rounded-xl border border-neutral-200 bg-white p-4">
+            <dl className="grid grid-cols-2 gap-4 md:grid-cols-4">
+              <div className="text-center">
+                <dt className="text-xs text-neutral-400">Games</dt>
+                <dd className="mt-0.5 text-lg font-bold text-neutral-800">{data.totalGames}</dd>
+              </div>
+              <div className="text-center">
+                <dt className="text-xs text-neutral-400">Avg Rating</dt>
+                <dd className="mt-0.5 text-lg font-bold text-neutral-800">
+                  {data.averageRating !== null ? (
+                    <>
+                      <span aria-hidden="true">★ </span>
+                      {formatRating(data.averageRating)}
+                    </>
+                  ) : (
+                    "—"
+                  )}
+                </dd>
+              </div>
+              <div className="text-center">
+                <dt className="text-xs text-neutral-400">Total Revenue</dt>
+                <dd className="mt-0.5 text-lg font-bold text-neutral-800">
+                  {formatCurrency(data.totalMonthlyRevenue)}
+                </dd>
+              </div>
+              <div className="text-center">
+                <dt className="text-xs text-neutral-400">Genres</dt>
+                <dd className="mt-0.5 text-lg font-bold text-neutral-800">{data.genres.length}</dd>
+              </div>
+            </dl>
+            {data.genres.length > 0 && (
+              <div className="mt-3 flex flex-wrap gap-1.5" aria-label="Genres">
+                {data.genres.map((genre) => (
+                  <span
+                    key={genre}
+                    className="rounded-full bg-neutral-100 px-2.5 py-0.5 text-xs text-neutral-600 border border-neutral-200"
+                  >
+                    {genre}
+                  </span>
+                ))}
+              </div>
+            )}
+          </div>
+        )}
+      </div>
+    </div>
+  );
+}
diff --git a/components/chat/chat-dock.tsx b/components/chat/chat-dock.tsx
new file mode 100644
index 0000000..d9ab1e6
--- /dev/null
+++ b/components/chat/chat-dock.tsx
@@ -0,0 +1,37 @@
+"use client";
+
+import { useState } from "react";
+import ChatDrawer from "@/components/chat/chat-drawer";
+
+export default function ChatDock() {
+  const [open, setOpen] = useState(false);
+
+  return (
+    <>
+      <button
+        type="button"
+        onClick={() => setOpen(true)}
+        aria-label="Open AI chat"
+        aria-expanded={open}
+        aria-controls="chat-drawer"
+        aria-haspopup="dialog"
+        className="fixed bottom-4 right-4 flex h-14 w-14 items-center justify-center rounded-full bg-sky-600 text-white shadow-lg hover:bg-sky-700 focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-sky-600"
+      >
+        <svg
+          aria-hidden="true"
+          width="24"
+          height="24"
+          viewBox="0 0 24 24"
+          fill="none"
+          stroke="currentColor"
+          strokeWidth="2"
+          strokeLinecap="round"
+          strokeLinejoin="round"
+        >
+          <path d="M21 15a2 2 0 0 1-2 2H7l-4 4V5a2 2 0 0 1 2-2h14a2 2 0 0 1 2 2z" />
+        </svg>
+      </button>
+      <ChatDrawer open={open} onClose={() => setOpen(false)} />
+    </>
+  );
+}
diff --git a/components/chat/chat-drawer.tsx b/components/chat/chat-drawer.tsx
new file mode 100644
index 0000000..2d0e24b
--- /dev/null
+++ b/components/chat/chat-drawer.tsx
@@ -0,0 +1,57 @@
+"use client";
+
+import { useEffect, useRef } from "react";
+import ChatScaffold from "@/components/chat/chat-scaffold";
+
+type Props = {
+  open: boolean;
+  onClose: () => void;
+};
+
+export default function ChatDrawer({ open, onClose }: Props) {
+  const dialogRef = useRef<HTMLDialogElement>(null);
+
+  useEffect(() => {
+    const dialog = dialogRef.current;
+    if (!dialog) return;
+    if (open) {
+      if (!dialog.open) dialog.showModal();
+    } else {
+      if (dialog.open) dialog.close();
+    }
+  }, [open]);
+
+  function handleBackdropClick(e: React.MouseEvent<HTMLDialogElement>) {
+    if (e.target === e.currentTarget) onClose();
+  }
+
+  return (
+    <dialog
+      ref={dialogRef}
+      id="chat-drawer"
+      onCancel={(e) => {
+        e.preventDefault();
+        onClose();
+      }}
+      onClick={handleBackdropClick}
+      className="inset-0 m-0 h-dvh w-full border-0 bg-transparent p-0 sm:inset-y-0 sm:left-auto sm:right-0 sm:w-96 backdrop:bg-black/40"
+    >
+      <div className="flex h-full w-full flex-col bg-white shadow-2xl sm:w-96 sm:rounded-l-2xl">
+        <div className="flex items-center justify-between border-b border-neutral-200 px-4 py-3">
+          <h2 className="text-base font-semibold text-neutral-900">
+            Ask about your catalog
+          </h2>
+          <button
+            type="button"
+            onClick={onClose}
+            aria-label="Close chat"
+            className="flex h-11 w-11 items-center justify-center rounded-md text-neutral-400 hover:bg-neutral-100 hover:text-neutral-700 focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-sky-600"
+          >
+            ✕
+          </button>
+        </div>
+        <ChatScaffold />
+      </div>
+    </dialog>
+  );
+}
diff --git a/components/chat/chat-scaffold.tsx b/components/chat/chat-scaffold.tsx
new file mode 100644
index 0000000..8125504
--- /dev/null
+++ b/components/chat/chat-scaffold.tsx
@@ -0,0 +1,215 @@
+"use client";
+
+import { useEffect, useRef, useState } from "react";
+import { useChat } from "@ai-sdk/react";
+import { isTextUIPart, isToolOrDynamicToolUIPart } from "ai";
+import AnswerCard from "@/components/chat/answer-card";
+import type { CatalogAnswer } from "@/lib/games/answer-types";
+
+const EXAMPLE_PROMPTS = [
+  "Which game made the most revenue?",
+  "How many games are rated above 4?",
+  "Compare revenue of two games",
+];
+
+export default function ChatScaffold() {
+  const { messages, sendMessage, status, error } = useChat();
+  const [input, setInput] = useState("");
+  const logRef = useRef<HTMLDivElement>(null);
+  const inputRef = useRef<HTMLTextAreaElement>(null);
+
+  const isStreaming = status === "submitted" || status === "streaming";
+
+  useEffect(() => {
+    const el = logRef.current;
+    if (el) el.scrollTop = el.scrollHeight;
+  }, [messages]);
+
+  function handleSubmit(e: React.FormEvent) {
+    e.preventDefault();
+    const text = input.trim();
+    if (!text || isStreaming) return;
+    sendMessage({ text });
+    setInput("");
+  }
+
+  function handleKeyDown(e: React.KeyboardEvent<HTMLTextAreaElement>) {
+    if (e.key === "Enter" && !e.shiftKey) {
+      e.preventDefault();
+      handleSubmit(e as unknown as React.FormEvent);
+    }
+  }
+
+  return (
+    <div className="flex flex-1 flex-col overflow-hidden">
+      <div
+        ref={logRef}
+        role="log"
+        aria-live="polite"
+        aria-atomic="false"
+        aria-label="Chat messages"
+        className="flex-1 space-y-3 overflow-y-auto p-4"
+      >
+        {messages.length === 0 && (
+          <div className="py-8 text-center">
+            <p className="mb-3 text-sm font-medium text-neutral-600">
+              Ask about your catalog
+            </p>
+            <ul className="space-y-1">
+              {EXAMPLE_PROMPTS.map((prompt) => (
+                <li key={prompt} className="text-xs text-neutral-400">
+                  &ldquo;{prompt}&rdquo;
+                </li>
+              ))}
+            </ul>
+          </div>
+        )}
+
+        {messages.map((message) => {
+          const lastMessageId = messages[messages.length - 1]?.id;
+
+          const hasRespondOutput =
+            message.role === "assistant" &&
+            message.parts.some(
+              (p) =>
+                isToolOrDynamicToolUIPart(p) &&
+                (p.type === "tool-respond" ||
+                  (p.type === "dynamic-tool" &&
+                    "toolName" in p &&
+                    p.toolName === "respond")) &&
+                p.state === "output-available"
+            );
+
+          const isCurrentlyStreaming =
+            isStreaming && message.id === lastMessageId;
+
+          const hasAnyToolPart =
+            message.role === "assistant" &&
+            message.parts.some((p) => isToolOrDynamicToolUIPart(p));
+
+          return (
+          <div key={message.id} className="flex flex-col gap-1">
+            {message.parts.map((part, i) => {
+              if (isTextUIPart(part)) {
+                if (message.role === "assistant" && (hasRespondOutput || isCurrentlyStreaming)) {
+                  return null;
+                }
+                return (
+                  <div
+                    key={i}
+                    className={`flex ${message.role === "user" ? "justify-end" : "justify-start"}`}
+                  >
+                    <div
+                      className={`max-w-[80%] rounded-2xl px-3.5 py-2.5 text-sm leading-relaxed ${
+                        message.role === "user"
+                          ? "rounded-br-sm bg-sky-600 text-white"
+                          : "rounded-bl-sm bg-neutral-100 text-neutral-800"
+                      }`}
+                    >
+                      {part.text}
+                    </div>
+                  </div>
+                );
+              }
+
+              if (isToolOrDynamicToolUIPart(part)) {
+                const isRespond =
+                  (part.type === "tool-respond") ||
+                  (part.type === "dynamic-tool" && "toolName" in part && part.toolName === "respond");
+
+                if (isRespond) {
+                  if (part.state === "output-available") {
+                    return (
+                      <AnswerCard
+                        key={i}
+                        answer={part.output as CatalogAnswer}
+                      />
+                    );
+                  }
+                  if (part.state === "input-streaming" || part.state === "input-available") {
+                    return (
+                      <div key={i} className="flex justify-start">
+                        <div className="flex items-center gap-1.5 rounded-full bg-neutral-100 px-3 py-1.5 text-xs text-neutral-500">
+                          <span
+                            className="inline-block h-1.5 w-1.5 animate-pulse rounded-full bg-sky-400"
+                            aria-hidden="true"
+                          />
+                          Preparing response&hellip;
+                        </div>
+                      </div>
+                    );
+                  }
+                  return null;
+                }
+
+                const isPending =
+                  part.state === "input-streaming" || part.state === "input-available";
+                if (!isPending) return null;
+                return (
+                  <div key={i} className="flex justify-start">
+                    <div className="flex items-center gap-1.5 rounded-full bg-neutral-100 px-3 py-1.5 text-xs text-neutral-500">
+                      <span
+                        className="inline-block h-1.5 w-1.5 animate-pulse rounded-full bg-neutral-400"
+                        aria-hidden="true"
+                      />
+                      Querying catalog&hellip;
+                    </div>
+                  </div>
+                );
+              }
+
+              return null;
+            })}
+            {isCurrentlyStreaming && !hasAnyToolPart && (
+              <div className="flex justify-start">
+                <div className="flex items-center gap-1.5 rounded-full bg-neutral-100 px-3 py-1.5 text-xs text-neutral-500">
+                  <span
+                    className="inline-block h-1.5 w-1.5 animate-pulse rounded-full bg-neutral-400"
+                    aria-hidden="true"
+                  />
+                  Generating response&hellip;
+                </div>
+              </div>
+            )}
+          </div>
+          );
+        })}
+
+        {error && (
+          <div role="alert" className="flex justify-start">
+            <div className="max-w-[80%] rounded-2xl rounded-bl-sm bg-red-50 px-3.5 py-2.5 text-sm text-red-700">
+              Something went wrong. Please try again.
+            </div>
+          </div>
+        )}
+      </div>
+
+      <div className="border-t border-neutral-200 p-4 pb-[calc(1rem+env(safe-area-inset-bottom))]">
+        <form onSubmit={handleSubmit} className="flex gap-2">
+          <label htmlFor="chat-input" className="sr-only">
+            Message
+          </label>
+          <textarea
+            ref={inputRef}
+            id="chat-input"
+            rows={1}
+            value={input}
+            onChange={(e) => setInput(e.target.value)}
+            onKeyDown={handleKeyDown}
+            placeholder="Ask about your catalog…"
+            disabled={isStreaming}
+            className="flex-1 resize-none rounded-md border border-neutral-300 px-3 py-2 text-sm text-neutral-900 placeholder-neutral-400 focus:border-sky-500 focus:outline-none focus:ring-1 focus:ring-sky-500 disabled:cursor-not-allowed disabled:opacity-60"
+          />
+          <button
+            type="submit"
+            disabled={!input.trim() || isStreaming}
+            aria-label="Send message"
+            className="flex min-h-11 min-w-16 items-center justify-center rounded-md bg-sky-600 px-3 text-sm font-medium text-white hover:bg-sky-700 focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-sky-600 disabled:opacity-50"
+          >
+            Send
+          </button>
+        </form>
+      </div>
+    </div>
+  );
+}
diff --git a/components/games/delete-dialog.tsx b/components/games/delete-dialog.tsx
new file mode 100644
index 0000000..761195d
--- /dev/null
+++ b/components/games/delete-dialog.tsx
@@ -0,0 +1,74 @@
+"use client";
+
+import { useEffect, useRef, useState } from "react";
+import type { Game } from "@/lib/games/types";
+
+type Props = {
+  game: Game;
+  onClose: () => void;
+  onSuccess: () => void;
+};
+
+export default function DeleteDialog({ game, onClose, onSuccess }: Props) {
+  const dialogRef = useRef<HTMLDialogElement>(null);
+  const [deleting, setDeleting] = useState(false);
+
+  useEffect(() => {
+    dialogRef.current?.showModal();
+  }, []);
+
+  function handleBackdropClick(e: React.MouseEvent<HTMLDialogElement>) {
+    if (e.target === e.currentTarget) onClose();
+  }
+
+  async function handleDelete() {
+    setDeleting(true);
+    try {
+      await fetch(`/api/games/${game.id}`, { method: "DELETE" });
+      onSuccess();
+    } finally {
+      setDeleting(false);
+    }
+  }
+
+  return (
+    <dialog
+      ref={dialogRef}
+      onCancel={(e) => {
+        e.preventDefault();
+        onClose();
+      }}
+      onClick={handleBackdropClick}
+      className="inset-x-0 top-auto bottom-0 m-0 w-full border-0 p-0 sm:inset-0 sm:m-auto sm:max-w-sm backdrop:bg-black/40"
+    >
+      <div className="flex flex-col rounded-t-2xl bg-white shadow-xl sm:rounded-xl">
+        <div className="p-6">
+          <h2 className="text-lg font-semibold text-neutral-900">
+            Delete {game.title}?
+          </h2>
+          <p className="mt-2 text-sm text-neutral-600">
+            This action cannot be undone.
+          </p>
+        </div>
+
+        <div className="flex gap-3 border-t border-neutral-100 px-6 py-4">
+          <button
+            type="button"
+            onClick={onClose}
+            className="flex min-h-11 flex-1 items-center justify-center rounded-md border border-neutral-200 bg-white text-sm font-medium text-neutral-700 hover:bg-neutral-50 focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-sky-600"
+          >
+            Cancel
+          </button>
+          <button
+            type="button"
+            onClick={handleDelete}
+            disabled={deleting}
+            className="flex min-h-11 flex-1 items-center justify-center rounded-md bg-red-600 text-sm font-medium text-white hover:bg-red-700 disabled:opacity-50 focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-red-600"
+          >
+            {deleting ? "Deleting…" : "Delete"}
+          </button>
+        </div>
+      </div>
+    </dialog>
+  );
+}
diff --git a/components/games/game-card.tsx b/components/games/game-card.tsx
new file mode 100644
index 0000000..d05093a
--- /dev/null
+++ b/components/games/game-card.tsx
@@ -0,0 +1,62 @@
+import type { Game } from "@/lib/games/types";
+import { formatCurrency, formatCompact, formatRating } from "@/lib/games/format";
+
+type Props = {
+  game: Game;
+  onEdit: (game: Game) => void;
+  onDelete: (game: Game) => void;
+};
+
+export default function GameCard({ game, onEdit, onDelete }: Props) {
+  return (
+    <article className="flex flex-col rounded-xl border border-neutral-200 bg-white p-5 shadow-sm">
+      <div className="mb-3 flex-1">
+        <h2 className="text-lg font-semibold leading-tight text-neutral-900">
+          {game.title}
+        </h2>
+        <p className="mt-0.5 text-sm text-neutral-500">
+          {game.developer} · {game.genre}
+        </p>
+      </div>
+
+      <dl className="mb-4 grid grid-cols-3 gap-2 text-center">
+        <div>
+          <dt className="text-xs text-neutral-400">Revenue</dt>
+          <dd className="mt-0.5 text-sm font-medium text-neutral-700">
+            {formatCurrency(game.monthly_revenue_usd)}
+          </dd>
+        </div>
+        <div>
+          <dt className="text-xs text-neutral-400">Downloads</dt>
+          <dd className="mt-0.5 text-sm font-medium text-neutral-700">
+            {formatCompact(game.monthly_downloads)}
+          </dd>
+        </div>
+        <div>
+          <dt className="text-xs text-neutral-400">Rating</dt>
+          <dd className="mt-0.5 flex items-center justify-center gap-1 text-sm font-medium text-neutral-700">
+            <span aria-hidden="true">★</span>
+            {formatRating(game.average_rating)}
+          </dd>
+        </div>
+      </dl>
+
+      <div className="flex gap-2">
+        <button
+          type="button"
+          onClick={() => onEdit(game)}
+          className="flex min-h-11 flex-1 items-center justify-center rounded-md border border-neutral-200 bg-white text-sm font-medium text-neutral-700 hover:bg-neutral-50 focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-sky-600"
+        >
+          Edit
+        </button>
+        <button
+          type="button"
+          onClick={() => onDelete(game)}
+          className="flex min-h-11 flex-1 items-center justify-center rounded-md border border-red-200 bg-white text-sm font-medium text-red-600 hover:bg-red-50 focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-red-600"
+        >
+          Delete
+        </button>
+      </div>
+    </article>
+  );
+}
diff --git a/components/games/game-form-dialog.tsx b/components/games/game-form-dialog.tsx
new file mode 100644
index 0000000..d1e9e67
--- /dev/null
+++ b/components/games/game-form-dialog.tsx
@@ -0,0 +1,276 @@
+"use client";
+
+import { useEffect, useRef, useState } from "react";
+import type { Game } from "@/lib/games/types";
+import { gameInputSchema } from "@/lib/games/schemas";
+
+type FormStrings = {
+  title: string;
+  developer: string;
+  genre: string;
+  monthly_revenue_usd: string;
+  monthly_downloads: string;
+  average_rating: string;
+};
+
+type FieldErrors = Partial<Record<keyof FormStrings, string[]>>;
+
+type Props = {
+  mode: "create" | "edit";
+  game?: Game;
+  onClose: () => void;
+  onSuccess: () => void;
+};
+
+const EMPTY_FORM: FormStrings = {
+  title: "",
+  developer: "",
+  genre: "",
+  monthly_revenue_usd: "",
+  monthly_downloads: "",
+  average_rating: "",
+};
+
+function gameToFormStrings(game: Game): FormStrings {
+  return {
+    title: game.title,
+    developer: game.developer,
+    genre: game.genre,
+    monthly_revenue_usd: String(game.monthly_revenue_usd),
+    monthly_downloads: String(game.monthly_downloads),
+    average_rating: String(game.average_rating),
+  };
+}
+
+export default function GameFormDialog({
+  mode,
+  game,
+  onClose,
+  onSuccess,
+}: Props) {
+  const dialogRef = useRef<HTMLDialogElement>(null);
+  const [form, setForm] = useState<FormStrings>(
+    game ? gameToFormStrings(game) : EMPTY_FORM
+  );
+  const [fieldErrors, setFieldErrors] = useState<FieldErrors>({});
+  const [saving, setSaving] = useState(false);
+
+  useEffect(() => {
+    dialogRef.current?.showModal();
+  }, []);
+
+  function handleBackdropClick(e: React.MouseEvent<HTMLDialogElement>) {
+    if (e.target === e.currentTarget) onClose();
+  }
+
+  function handleChange(e: React.ChangeEvent<HTMLInputElement>) {
+    const { name, value } = e.target;
+    setForm((prev) => ({ ...prev, [name]: value }));
+    setFieldErrors((prev) => ({ ...prev, [name]: undefined }));
+  }
+
+  async function handleSubmit(e: React.FormEvent) {
+    e.preventDefault();
+
+    const payload = {
+      title: form.title,
+      developer: form.developer,
+      genre: form.genre,
+      monthly_revenue_usd: Number(form.monthly_revenue_usd),
+      monthly_downloads: Number(form.monthly_downloads),
+      average_rating: Number(form.average_rating),
+    };
+
+    const parsed = gameInputSchema.safeParse(payload);
+    if (!parsed.success) {
+      setFieldErrors(parsed.error.flatten().fieldErrors as FieldErrors);
+      return;
+    }
+
+    setSaving(true);
+    try {
+      const url =
+        mode === "edit" && game ? `/api/games/${game.id}` : "/api/games";
+      const method = mode === "edit" ? "PUT" : "POST";
+      const res = await fetch(url, {
+        method,
+        headers: { "Content-Type": "application/json" },
+        body: JSON.stringify(parsed.data),
+      });
+
+      if (!res.ok) {
+        const json = (await res.json()) as {
+          details?: { fieldErrors?: FieldErrors };
+        };
+        if (json.details?.fieldErrors) {
+          setFieldErrors(json.details.fieldErrors);
+        }
+        return;
+      }
+
+      onSuccess();
+    } finally {
+      setSaving(false);
+    }
+  }
+
+  return (
+    <dialog
+      ref={dialogRef}
+      onCancel={(e) => {
+        e.preventDefault();
+        onClose();
+      }}
+      onClick={handleBackdropClick}
+      className="inset-x-0 top-auto bottom-0 m-0 w-full border-0 p-0 sm:inset-0 sm:m-auto sm:max-w-lg backdrop:bg-black/40"
+    >
+      <div className="flex max-h-[90dvh] flex-col overflow-hidden rounded-t-2xl bg-white shadow-xl sm:max-h-[85dvh] sm:rounded-xl">
+        <div className="flex items-center justify-between border-b border-neutral-200 px-5 py-4">
+          <h2 className="text-lg font-semibold text-neutral-900">
+            {mode === "create" ? "Add game" : "Edit game"}
+          </h2>
+          <button
+            type="button"
+            onClick={onClose}
+            aria-label="Close dialog"
+            className="flex h-11 w-11 items-center justify-center rounded-md text-neutral-400 hover:text-neutral-700 focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-sky-600"
+          >
+            ✕
+          </button>
+        </div>
+
+        <form
+          onSubmit={handleSubmit}
+          className="flex flex-col gap-4 overflow-y-auto p-5"
+        >
+          <FormField
+            label="Title"
+            name="title"
+            value={form.title}
+            onChange={handleChange}
+            errors={fieldErrors.title}
+          />
+          <FormField
+            label="Developer"
+            name="developer"
+            value={form.developer}
+            onChange={handleChange}
+            errors={fieldErrors.developer}
+          />
+          <FormField
+            label="Genre"
+            name="genre"
+            value={form.genre}
+            onChange={handleChange}
+            errors={fieldErrors.genre}
+          />
+          <FormField
+            label="Monthly Revenue (USD)"
+            name="monthly_revenue_usd"
+            type="number"
+            inputMode="numeric"
+            value={form.monthly_revenue_usd}
+            onChange={handleChange}
+            errors={fieldErrors.monthly_revenue_usd}
+          />
+          <FormField
+            label="Monthly Downloads"
+            name="monthly_downloads"
+            type="number"
+            inputMode="numeric"
+            value={form.monthly_downloads}
+            onChange={handleChange}
+            errors={fieldErrors.monthly_downloads}
+          />
+          <FormField
+            label="Average Rating (0–5)"
+            name="average_rating"
+            type="number"
+            inputMode="decimal"
+            step={0.1}
+            min={0}
+            max={5}
+            value={form.average_rating}
+            onChange={handleChange}
+            errors={fieldErrors.average_rating}
+          />
+
+          <div className="mt-2 flex gap-3 pb-1">
+            <button
+              type="button"
+              onClick={onClose}
+              className="flex min-h-11 flex-1 items-center justify-center rounded-md border border-neutral-200 bg-white text-sm font-medium text-neutral-700 hover:bg-neutral-50 focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-sky-600"
+            >
+              Cancel
+            </button>
+            <button
+              type="submit"
+              disabled={saving}
+              className="flex min-h-11 flex-1 items-center justify-center rounded-md bg-sky-600 text-sm font-medium text-white hover:bg-sky-700 disabled:opacity-50 focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-sky-600"
+            >
+              {saving ? "Saving…" : "Save"}
+            </button>
+          </div>
+        </form>
+      </div>
+    </dialog>
+  );
+}
+
+type FormFieldProps = {
+  label: string;
+  name: string;
+  value: string;
+  onChange: (e: React.ChangeEvent<HTMLInputElement>) => void;
+  errors?: string[];
+  type?: string;
+  inputMode?: React.HTMLAttributes<HTMLInputElement>["inputMode"];
+  step?: number;
+  min?: number;
+  max?: number;
+};
+
+function FormField({
+  label,
+  name,
+  value,
+  onChange,
+  errors,
+  type = "text",
+  inputMode,
+  step,
+  min,
+  max,
+}: FormFieldProps) {
+  const errorId = `${name}-error`;
+  const hasError = errors && errors.length > 0;
+  return (
+    <div>
+      <label
+        htmlFor={name}
+        className="mb-1 block text-sm font-medium text-neutral-700"
+      >
+        {label}
+      </label>
+      <input
+        id={name}
+        name={name}
+        type={type}
+        inputMode={inputMode}
+        value={value}
+        onChange={onChange}
+        step={step}
+        min={min}
+        max={max}
+        aria-describedby={hasError ? errorId : undefined}
+        aria-invalid={hasError ? true : undefined}
+        className="w-full rounded-md border border-neutral-300 px-3 py-2 text-sm text-neutral-900 focus-visible:border-sky-600 focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-sky-600 aria-[invalid]:border-red-400"
+      />
+      {hasError && (
+        <p id={errorId} role="alert" className="mt-1 text-xs text-red-600">
+          {errors[0]}
+        </p>
+      )}
+    </div>
+  );
+}
diff --git a/components/games/games-view.tsx b/components/games/games-view.tsx
new file mode 100644
index 0000000..3375fd9
--- /dev/null
+++ b/components/games/games-view.tsx
@@ -0,0 +1,96 @@
+"use client";
+
+import { useRouter } from "next/navigation";
+import { useState } from "react";
+import type { Game } from "@/lib/games/types";
+import GameCard from "@/components/games/game-card";
+import GameFormDialog from "@/components/games/game-form-dialog";
+import DeleteDialog from "@/components/games/delete-dialog";
+
+type DialogState =
+  | { kind: "idle" }
+  | { kind: "create" }
+  | { kind: "edit"; game: Game }
+  | { kind: "delete"; game: Game };
+
+type Props = {
+  games: Game[];
+};
+
+export default function GamesView({ games }: Props) {
+  const router = useRouter();
+  const [dialog, setDialog] = useState<DialogState>({ kind: "idle" });
+
+  function closeDialog() {
+    setDialog({ kind: "idle" });
+  }
+
+  function handleSuccess() {
+    setDialog({ kind: "idle" });
+    router.refresh();
+  }
+
+  return (
+    <div>
+      <div className="mb-6 flex items-center justify-between">
+        <h1 className="text-2xl font-bold text-neutral-900">Games</h1>
+        <button
+          type="button"
+          onClick={() => setDialog({ kind: "create" })}
+          className="flex min-h-11 items-center rounded-md bg-sky-600 px-4 text-sm font-medium text-white hover:bg-sky-700 focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-sky-600"
+        >
+          New game
+        </button>
+      </div>
+
+      {games.length === 0 ? (
+        <div className="flex flex-col items-center justify-center rounded-xl border border-dashed border-neutral-300 bg-white py-16 text-center">
+          <p className="text-neutral-500">No games yet.</p>
+          <button
+            type="button"
+            onClick={() => setDialog({ kind: "create" })}
+            className="mt-4 flex min-h-11 items-center rounded-md bg-sky-600 px-4 text-sm font-medium text-white hover:bg-sky-700 focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-sky-600"
+          >
+            Add your first game
+          </button>
+        </div>
+      ) : (
+        <div className="grid grid-cols-1 gap-4 sm:grid-cols-2 lg:grid-cols-3">
+          {games.map((game) => (
+            <GameCard
+              key={game.id}
+              game={game}
+              onEdit={(g) => setDialog({ kind: "edit", game: g })}
+              onDelete={(g) => setDialog({ kind: "delete", game: g })}
+            />
+          ))}
+        </div>
+      )}
+
+      {dialog.kind === "create" && (
+        <GameFormDialog
+          mode="create"
+          onClose={closeDialog}
+          onSuccess={handleSuccess}
+        />
+      )}
+
+      {dialog.kind === "edit" && (
+        <GameFormDialog
+          mode="edit"
+          game={dialog.game}
+          onClose={closeDialog}
+          onSuccess={handleSuccess}
+        />
+      )}
+
+      {dialog.kind === "delete" && (
+        <DeleteDialog
+          game={dialog.game}
+          onClose={closeDialog}
+          onSuccess={handleSuccess}
+        />
+      )}
+    </div>
+  );
+}
diff --git a/components/site-header.tsx b/components/site-header.tsx
new file mode 100644
index 0000000..9c45260
--- /dev/null
+++ b/components/site-header.tsx
@@ -0,0 +1,11 @@
+export default function SiteHeader() {
+  return (
+    <header className="sticky top-0 z-10 border-b border-neutral-200 bg-white/90 backdrop-blur-sm">
+      <div className="mx-auto flex h-14 max-w-7xl items-center px-4 sm:px-6">
+        <span className="text-lg font-semibold tracking-tight text-neutral-900">
+          Indie Catalog
+        </span>
+      </div>
+    </header>
+  );
+}
diff --git a/data/.gitkeep b/data/.gitkeep
new file mode 100644
index 0000000..e69de29
diff --git a/docs/features/01-games-crud.md b/docs/features/01-games-crud.md
new file mode 100644
index 0000000..d2781d4
--- /dev/null
+++ b/docs/features/01-games-crud.md
@@ -0,0 +1,97 @@
+# Feature: Games CRUD
+
+Covers the data model, persistence layer, validation, and repository abstraction for the indie games catalog.
+
+---
+
+## Data Model
+
+Each game has six domain fields plus two auto-managed timestamps:
+
+| Field | Type | Constraints |
+|---|---|---|
+| `id` | `TEXT` | Primary key — UUID generated server-side via `crypto.randomUUID()` |
+| `title` | `TEXT` | Required, 1–200 chars |
+| `developer` | `TEXT` | Required, 1–200 chars |
+| `genre` | `TEXT` | Required, 1–100 chars |
+| `monthly_revenue_usd` | `REAL` | Required, ≥ 0 |
+| `monthly_downloads` | `INTEGER` | Required, integer ≥ 0 |
+| `average_rating` | `REAL` | Required, 0–5 inclusive |
+| `created_at` | `TEXT` | ISO datetime, set on INSERT |
+| `updated_at` | `TEXT` | ISO datetime, updated on every PUT |
+
+**Source of truth:** [`lib/db/schema.sql`](../../lib/db/schema.sql)
+
+The schema uses `CHECK` constraints to enforce domain rules at the database level (`monthly_revenue_usd >= 0`, `average_rating BETWEEN 0 AND 5`). Two performance indexes are pre-created: `idx_games_monthly_revenue` and `idx_games_rating`.
+
+---
+
+## Persistence Stack
+
+- **Database:** SQLite via [`better-sqlite3`](https://github.com/WiseLibs/better-sqlite3) — synchronous API, no async overhead, single-file database at `data/games.db`.
+- **Configuration:** WAL journal mode + foreign keys enabled on every connection ([`lib/db/client.ts`](../../lib/db/client.ts)).
+- **Schema provisioning:** `db.exec(schema)` runs the DDL on every startup; `CREATE TABLE IF NOT EXISTS` and `CREATE INDEX IF NOT EXISTS` make it idempotent.
+- **Singleton client:** `getDb()` returns a single `Database` instance for the process lifetime — no connection pooling overhead for a single-process server.
+
+---
+
+## Repository Pattern
+
+The domain logic never touches SQL directly. All access goes through the `GamesRepository` interface:
+
+```ts
+// lib/games/repository.ts
+interface GamesRepository {
+  list(): Game[];
+  findById(id: string): Game | null;
+  create(input: NewGame): Game;
+  update(id: string, input: GameUpdate): Game | null;
+  delete(id: string): boolean;
+}
+```
+
+**`SqliteGamesRepository`** is the production implementation. It pre-compiles all statements once in the constructor (prepared statements), eliminating per-request parsing overhead and ensuring all parameters are bound — no SQL injection surface.
+
+Key implementation notes:
+- `create` generates a UUID server-side, inserts, then reads back the full row via `findById`.
+- `update` uses `result.changes === 0` to detect a missing ID and returns `null` (the route handler maps this to 404).
+- `delete` returns a boolean derived from `result.changes > 0`.
+- `getGamesRepository()` is a module-level singleton factory — one repository instance for the lifetime of the server process.
+
+---
+
+## Validation
+
+Input is validated with Zod before touching the repository:
+
+```ts
+// lib/games/schemas.ts
+export const gameInputSchema = z.object({
+  title:                 z.string().trim().min(1).max(200),
+  developer:             z.string().trim().min(1).max(200),
+  genre:                 z.string().trim().min(1).max(100),
+  monthly_revenue_usd:   z.number().finite().nonnegative(),
+  monthly_downloads:     z.number().int().nonnegative(),
+  average_rating:        z.number().min(0).max(5),
+});
+
+export const gameUpdateSchema = gameInputSchema; // full replacement (PUT semantics)
+```
+
+`safeParse` is used in route handlers — it returns a `success` flag rather than throwing, so the handler can return a 400 with structured field errors without a try/catch just for validation.
+
+---
+
+## Seed Script
+
+`scripts/seed.ts` populates the database with 10 indie games (Hollow Knight, Celeste, Stardew Valley, etc.) on first run. It checks `repo.list().length > 0` and exits early if data already exists.
+
+Run with:
+```
+npm run seed
+```
+
+Full reset (wipe + re-seed):
+```
+npm run db:reset
+```
diff --git a/docs/features/02-rest-api.md b/docs/features/02-rest-api.md
new file mode 100644
index 0000000..4aa6b42
--- /dev/null
+++ b/docs/features/02-rest-api.md
@@ -0,0 +1,79 @@
+# Feature: REST API
+
+Exposes the games catalog over HTTP using Next.js App Router Route Handlers. All endpoints live under `app/api/games/`.
+
+---
+
+## Endpoints
+
+| Method | Path | Description |
+|---|---|---|
+| `GET` | `/api/games` | List all games, ordered by `created_at DESC` |
+| `POST` | `/api/games` | Create a new game |
+| `GET` | `/api/games/:id` | Fetch a single game by UUID |
+| `PUT` | `/api/games/:id` | Full replacement update of a game |
+| `DELETE` | `/api/games/:id` | Delete a game by UUID |
+
+---
+
+## Route Files
+
+```
+app/api/games/
+├── route.ts          ← GET (list) + POST (create)
+└── [id]/
+    └── route.ts      ← GET (single), PUT (update), DELETE
+```
+
+In Next.js App Router the dynamic segment `[id]` is resolved as `Promise<{ id: string }>` and must be awaited:
+
+```ts
+const { id } = await params;
+```
+
+---
+
+## Request & Response Shapes
+
+### `GET /api/games`
+- Response: `Game[]` — full array, JSON.
+- No query parameters (filtering/sorting is handled by the AI tools layer, not the REST API).
+
+### `POST /api/games`
+- Body: `gameInputSchema` fields (title, developer, genre, monthly_revenue_usd, monthly_downloads, average_rating).
+- Response 201: newly created `Game` object + `Location` header.
+- Response 400: `{ error: "Validation failed", details: { fieldErrors, formErrors } }`.
+
+### `GET /api/games/:id`
+- Response 200: `Game` object.
+- Response 404: `{ error: "Game not found" }`.
+
+### `PUT /api/games/:id`
+- Body: same shape as POST (full replacement).
+- Response 200: updated `Game` object.
+- Response 400: validation error (same shape as POST 400).
+- Response 404: `{ error: "Game not found" }`.
+
+### `DELETE /api/games/:id`
+- Response 204: no body.
+- Response 404: `{ error: "Game not found" }`.
+
+---
+
+## Error Handling
+
+All handlers wrap logic in `try/catch`. On unexpected errors:
+- `console.error("<context>", error)` — visible in dev server stderr and any log collector.
+- Returns `500` with `{ error: "<human message>" }`.
+
+Validation errors (400) use `parsed.error.flatten()` from Zod, giving the client per-field error messages (`details.fieldErrors`) that the form UI can display inline.
+
+---
+
+## Design Decisions
+
+**No query parameters on GET /api/games.** The dashboard fetches all games at once and re-renders after mutations via `router.refresh()`. Filtering, sorting, and aggregation are the AI chat's responsibility — it uses a richer tool interface (`list_games` with `minRating`, `genre`, `sortBy`, `limit` options) rather than query strings.
+
+**PUT = full replacement, not PATCH.** `gameUpdateSchema` is identical to `gameInputSchema`. Every edit goes through the form which always submits all six fields, so partial updates add no practical value here.
+
+**IDs are server-generated UUIDs.** Clients never supply an `id` in POST body — `crypto.randomUUID()` runs in the repository's `create` method. Any `id` field in the body is silently stripped by Zod's default unknown-key handling.
diff --git a/docs/features/03-ai-chat.md b/docs/features/03-ai-chat.md
new file mode 100644
index 0000000..c24188b
--- /dev/null
+++ b/docs/features/03-ai-chat.md
@@ -0,0 +1,122 @@
+# Feature: AI Chat
+
+A streaming conversational interface that answers natural-language questions about the game catalog using Anthropic's Claude and the Vercel AI SDK.
+
+---
+
+## Architecture Overview
+
+```
+Browser                     Server (Next.js)              Anthropic API
+──────                     ─────────────────              ─────────────
+useChat (SDK hook)  ──POST /api/chat──►  streamText()  ──►  claude-haiku-4-5
+                   ◄── SSE stream ──────  tool callbacks     tool calls
+                                          │ list_games
+                                          │ find_game_by_title
+                                          │ catalog_summary
+                                          └─► respond (final answer)
+```
+
+The model **never receives the database as raw context**. It calls typed tools to fetch exactly what it needs, then structures its final answer via the `respond` tool.
+
+---
+
+## Server Route
+
+**File:** [`app/api/chat/route.ts`](../../app/api/chat/route.ts)
+
+- Validates the incoming `{ messages }` body with Zod (min 1 message).
+- Calls `streamText` from the Vercel AI SDK with:
+  - **Model:** `anthropic("claude-haiku-4-5")` — lighter and more cost-effective than Sonnet (the spec suggests `claude-sonnet-4-6` but it is not mandated).
+  - **System prompt:** see below.
+  - **Tools:** returned by `createGamesTools(getGamesRepository())`.
+  - **`stopWhen: stepCountIs(6)`** — caps the agentic loop at 6 steps to prevent runaway tool calls.
+- Returns `result.toUIMessageStreamResponse()` — an SSE stream consumed by the client SDK hook.
+
+---
+
+## System Prompt
+
+The prompt enforces two behavioral contracts:
+
+1. **Always call `respond` exactly once as the final step.** The model must not emit free-form text outside of the `respond` call.
+2. **`summary` must be plain prose** — no markdown formatting (`**bold**`, bullets, backticks). The UI renders structured data cards; the summary is a single natural-language sentence.
+3. **Choose the most specific `data.kind`** for the question. Comparison questions must use `kind: "comparison"`, never fall back to `text`.
+
+---
+
+## Tools
+
+Defined in [`lib/games/ai-tools.ts`](../../lib/games/ai-tools.ts) via `createGamesTools(repository)`:
+
+### `list_games`
+Fetches games from the repository with optional filters. Supports:
+- `minRating` — minimum `average_rating` (inclusive)
+- `genre` — exact genre match (case-insensitive)
+- `sortBy` — one of `revenue | downloads | rating | title`
+- `order` — `asc | desc` (default `desc`)
+- `limit` — max results (1–50)
+
+Returns `{ games: Game[], total: number }` where `total` is the count before the limit is applied.
+
+### `find_game_by_title`
+Fuzzy title search (case-insensitive substring). Returns:
+- `{ game: Game, suggestions: [] }` if exactly one match.
+- `{ game: null, suggestions: Game[] }` if multiple matches.
+- `{ game: null, suggestions: [] }` if no match.
+
+### `catalog_summary`
+Returns aggregate stats for the whole catalog: total games, unique genres, unique developers, average rating, and total monthly revenue. Used for overview questions without listing every game.
+
+### `respond` — the structured answer tool
+The model always calls this last. Its input schema is a **discriminated union** with 6 kinds:
+
+| `kind` | When to use | Extra fields |
+|---|---|---|
+| `game` | One specific game | `gameId: string` |
+| `games` | A list of games | `gameIds: string[]`, `context: string` |
+| `comparison` | Two games on one metric | `gameIds: [string, string]`, `metric`, `winnerId` |
+| `count` | A numeric answer | `value: number`, `context: string` |
+| `stats` | Catalog overview | _(no extra fields; server computes stats)_ |
+| `text` | Last resort | _(no extra fields)_ |
+
+**Hydration:** the model sends game IDs (token-efficient). The `execute` function resolves each ID to a full `Game` object from the repository. If an ID is not found, it falls back to `kind: "text"` gracefully.
+
+The output type `CatalogAnswer` (defined in [`lib/games/answer-types.ts`](../../lib/games/answer-types.ts)) is shared between the server tool and the client `AnswerCard` component — it lives in a separate file to avoid importing server-side code into the client bundle.
+
+---
+
+## Client Side
+
+**`useChat`** from `@ai-sdk/react` manages the message state and SSE connection ([`components/chat/chat-scaffold.tsx`](../../components/chat/chat-scaffold.tsx)).
+
+Messages are arrays of **parts** (`UIMessage.parts`). Each part has a type:
+- `text` — free text emitted by the model (suppressed in the UI when `respond` is present).
+- `tool-*` / `dynamic-tool` — tool call with states: `input-streaming → input-available → output-available`.
+
+### Rendering logic
+
+| Condition | What renders |
+|---|---|
+| `respond` part, `output-available` | `<AnswerCard answer={part.output} />` |
+| `respond` part, `input-streaming/available` | "Preparing response…" chip |
+| Other tool part, pending | "Querying catalog…" chip |
+| Assistant is streaming, no tool parts yet | "Generating response…" chip |
+| Text part, assistant + streaming or respond present | filtered out (suppressed) |
+| Text part, assistant + no respond + stream ended | shown as fallback bubble |
+| Text part, user message | shown as sent bubble |
+
+The streaming suppression ensures the model's narrative text (which Haiku often emits before calling `respond`) never appears in the UI — the user sees only progress chips followed by the final structured card.
+
+---
+
+## Answer Card
+
+[`components/chat/answer-card.tsx`](../../components/chat/answer-card.tsx) renders the `CatalogAnswer` output:
+
+- **`game`** — `GameMetrics` card: title, developer, genre, revenue, downloads, rating.
+- **`games`** — list of `GameMetrics` cards with a context label above.
+- **`comparison`** — 2-column grid of `GameMetrics` cards; the winner (if any) gets a sky border and a "Winner" badge.
+- **`count`** — large number centered with context label.
+- **`stats`** — 4-stat grid (games, avg rating, total revenue, genres) + genre chips.
+- **`text`** — only the `summary` paragraph, no card.
diff --git a/docs/features/04-ui.md b/docs/features/04-ui.md
new file mode 100644
index 0000000..72c8878
--- /dev/null
+++ b/docs/features/04-ui.md
@@ -0,0 +1,111 @@
+# Feature: UI
+
+A mobile-first Next.js App Router interface with a game catalog dashboard and an embedded AI chat surface.
+
+---
+
+## Application Structure
+
+```
+app/
+├── layout.tsx          ← Root layout: <html>, font, global styles
+├── globals.css         ← Tailwind base + dialog UA override
+└── page.tsx            ← Server Component: fetches games from DB, renders shell
+
+components/
+├── games/
+│   ├── games-view.tsx      ← "use client": dialog state, router.refresh()
+│   ├── game-card.tsx       ← Server-compatible card (article + dl metrics)
+│   ├── game-form-dialog.tsx ← Create / Edit form dialog
+│   └── delete-dialog.tsx   ← Confirm-delete dialog
+└── chat/
+    ├── chat-dock.tsx        ← FAB button that toggles the drawer
+    ├── chat-drawer.tsx      ← <dialog> sliding panel (right-anchored on desktop)
+    ├── chat-scaffold.tsx    ← "use client": useChat, message render, composer
+    └── answer-card.tsx      ← Renders CatalogAnswer (6 kinds of structured cards)
+```
+
+---
+
+## Data Flow
+
+`app/page.tsx` is a **Server Component**. It calls `getGamesRepository().list()` directly (no HTTP round-trip) and passes the resulting `Game[]` to `<GamesView>`. After any mutation (create, edit, delete), the client calls `router.refresh()` which triggers a server re-render and passes the updated list down — no client-side state for the game list.
+
+```
+Server                          Client
+──────                          ──────
+page.tsx                        GamesView (state: which dialog is open)
+  └─ getGamesRepository()         ├─ GameCard × N (displays game)
+  └─ <GamesView games={...} />    ├─ GameFormDialog (create / edit)
+                                  └─ DeleteDialog (confirm delete)
+                                  
+                                ChatDock (open/close toggle)
+                                  └─ ChatDrawer (<dialog> modal)
+                                       └─ ChatScaffold (useChat, stream)
+                                            └─ AnswerCard (structured output)
+```
+
+---
+
+## Game Catalog
+
+### `GameCard`
+Renders a single game as an `<article>` with a `<dl>` for the three metrics (Revenue, Downloads, Rating). Uses `formatCurrency`, `formatCompact`, and `formatRating` from [`lib/games/format.ts`](../../lib/games/format.ts) — all backed by `Intl.NumberFormat` for locale-correctness.
+
+Edit and Delete are `<button>` elements that trigger state changes in the parent `GamesView`.
+
+### `GamesView`
+Manages a `DialogState` discriminated union (`idle | create | edit | delete`). Renders the appropriate dialog based on state, then calls `onSuccess → setDialog("idle") + router.refresh()` on completion.
+
+### `GameFormDialog`
+- Uses React controlled form with a `FormStrings` state type (all fields as strings) to avoid uncontrolled/controlled input issues.
+- Converts strings to numbers before Zod validation (`Number(form.monthly_revenue_usd)` etc.).
+- Runs `gameInputSchema.safeParse` client-side before the fetch — field errors display inline under each input.
+- Server validation errors from the API (400 response) are also reflected in `fieldErrors` state.
+- Mode `"create"` → `POST /api/games`; mode `"edit"` → `PUT /api/games/:id`.
+
+### `DeleteDialog`
+Minimal confirmation dialog. On confirm: `DELETE /api/games/:id` → `onSuccess()`.
+
+---
+
+## Dialog Pattern
+
+Both game dialogs and the chat drawer use the **native `<dialog>` element** with `showModal()` (called in `useEffect` on mount). This gives:
+- Native browser backdrop via `::backdrop` pseudo-element — styled with `backdrop:bg-black/40`.
+- ESC key closes the dialog natively (intercepted via `onCancel` to call the `onClose` prop instead of letting the browser manage open/closed state).
+- Backdrop click closes via `onClick` on the `<dialog>` element checking `e.target === e.currentTarget`.
+
+**Mobile layout:** bottom-sheet (`inset-x-0 top-auto bottom-0`). **Desktop layout:** centered modal (`sm:inset-0 sm:m-auto sm:max-w-*`).
+
+The `globals.css` removes the UA's default `max-height` and `max-width` limits on `<dialog>` so Tailwind classes take full control.
+
+---
+
+## Chat Surface
+
+### `ChatDock`
+A fixed FAB (`position: fixed`, bottom-right) with a chat icon. Clicking it toggles `open` state which is passed to `<ChatDrawer>`.
+
+### `ChatDrawer`
+A `<dialog>` that slides in from the right on desktop (`sm:w-96 sm:right-0 sm:inset-y-0`) and goes fullscreen on mobile (`inset-0 w-full h-dvh`). The `bg-transparent` class removes the UA's white background, letting the `::backdrop` show through correctly. The inner `<div>` provides the white panel with `rounded-l-2xl` on desktop.
+
+### `ChatScaffold`
+Drives the chat UI with `useChat` from `@ai-sdk/react`:
+- **Message log**: `role="log" aria-live="polite"` for screen reader support.
+- **Composer**: `<textarea>` with `sr-only` label, Enter-to-send, auto-disabled during stream.
+- **Part rendering**: see [Feature 03 — AI Chat](03-ai-chat.md) for the full rendering table.
+- **Auto-scroll**: `useEffect` watching `messages` scrolls the log div to the bottom on each update.
+
+### `AnswerCard`
+See [Feature 03 — AI Chat](03-ai-chat.md) — Answer Card section.
+
+---
+
+## Styling Conventions
+
+- **Tailwind v4** with PostCSS. No `tailwind.config.js` — configuration is in CSS via `@import "tailwindcss"`.
+- **Mobile-first**: all base classes target ~360px; `sm:` (640px+) enhances layout.
+- **Color palette**: sky-600 for primary actions, neutral-* for surfaces and text, red-600 for destructive actions.
+- **Focus states**: `focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-sky-600` on all interactive elements.
+- **Tap targets**: all buttons use `min-h-11` (44px) to meet WCAG touch target requirements.
diff --git a/docs/specs/01-games-crud.md b/docs/specs/01-games-crud.md
new file mode 100644
index 0000000..e56aa2f
--- /dev/null
+++ b/docs/specs/01-games-crud.md
@@ -0,0 +1,34 @@
+# Specs for "Games CRUD"
+
+**Branch:** `feature/games-crud`
+
+---
+
+## Summary
+
+The catalog has no structured storage or management layer. This feature introduces a complete games data model with six fields—title, developer, genre, monthly_revenue_usd, monthly_downloads, and average_rating—backed by local persistence, so that game entries can be reliably created, read, updated, and deleted.
+
+## Requirements
+
+### Requirement 1 — Games CRUD
+
+**User Story:** As a user, I can create, read, update, and delete games in the catalog.
+
+**Acceptance Criteria:**
+- [ ] AC-1.1: Games CRUD Fields: title, developer, genre, monthly_revenue_usd, monthly_downloads, average_rating.
+- [ ] AC-1.2: Persist locally using SQLite.
+
+---
+
+## Out of Scope
+
+*(none declared)*
+
+## Possible Edge Cases
+
+- EC-1: Non-numeric values submitted for monthly_revenue_usd, monthly_downloads, or average_rating — bad input breaks all numeric queries.
+- EC-2: average_rating outside a defined range (e.g., > 5 or < 0) — "games rated above 4" assumes a bounded scale; source does not state the range.
+
+## Open Questions
+
+- OQ-1: What is the valid scale/range for average_rating (e.g., 0–5, 0–10)?
diff --git a/docs/specs/02-rest-api.md b/docs/specs/02-rest-api.md
new file mode 100644
index 0000000..07b6771
--- /dev/null
+++ b/docs/specs/02-rest-api.md
@@ -0,0 +1,35 @@
+# Specs for "REST API"
+
+**Branch:** `feature/rest-api`
+
+---
+
+## Summary
+
+With the game catalog stored locally, this feature exposes it over HTTP so that client applications—including the dashboard UI and the AI chat—can query and mutate game records without direct database access.
+
+## Requirements
+
+### Requirement 1 — REST API
+
+**Acceptance Criteria:**
+- [ ] AC-1.1: Expose the catalog via API routes.
+- [ ] AC-1.2: GET /games
+- [ ] AC-1.3: POST /games
+- [ ] AC-1.4: PUT /games/:id
+- [ ] AC-1.5: DELETE /games/:id
+- [ ] AC-1.6: GET /games/:id
+
+---
+
+## Out of Scope
+
+*(none declared)*
+
+## Possible Edge Cases
+
+*(none declared)*
+
+## Open Questions
+
+*(none)*
diff --git a/docs/specs/03-ai-chat.md b/docs/specs/03-ai-chat.md
new file mode 100644
index 0000000..4f21afb
--- /dev/null
+++ b/docs/specs/03-ai-chat.md
@@ -0,0 +1,36 @@
+# Specs for "AI Chat"
+
+**Branch:** `feature/ai-chat`
+
+---
+
+## Summary
+
+Users need insights from the game catalog—top revenue earners, rating comparisons, cross-game analysis—without writing queries manually. This feature delivers a conversational chat interface powered by Anthropic (claude-sonnet-4-6 as suggested model) via the Vercel AI SDK, using tool calling so the model fetches only the data it needs and streams answers back in real time.
+
+## Requirements
+
+### Requirement 1 — AI Chat
+
+**User Story:** As a user, I can chat with an AI assistant that answers questions about the game catalog.
+
+**Acceptance Criteria:**
+- [ ] AC-1.1: Chat UI that answers questions like: "Which game made the most revenue last month?" "How many games are rated above 4?" "Compare revenue of Game A vs Game B."
+- [ ] AC-1.2: Must use tool calling / function calling to query the data.
+- [ ] AC-1.3: Do not dump the full DB into the prompt.
+- [ ] AC-1.4: Responses must stream.
+- [ ] AC-1.5: AI provider: Anthropic claude-sonnet-4-6 via Vercel AI SDK.
+
+---
+
+## Out of Scope
+
+*(none declared)*
+
+## Possible Edge Cases
+
+- EC-1: Empty catalog when AI chat is queried — AI must handle no-results gracefully instead of hallucinating.
+
+## Open Questions
+
+*(none)*
diff --git a/docs/specs/04-ui.md b/docs/specs/04-ui.md
new file mode 100644
index 0000000..c20f081
--- /dev/null
+++ b/docs/specs/04-ui.md
@@ -0,0 +1,32 @@
+# Specs for "UI"
+
+**Branch:** `feature/ui`
+
+---
+
+## Summary
+
+The catalog management and AI chat capabilities need a unified web interface. This feature delivers a Next.js (React + App Router) application that presents game data as a table or card grid and embeds the AI chat alongside it, styled end-to-end with Tailwind CSS.
+
+## Requirements
+
+### Requirement 1 — UI
+
+**Acceptance Criteria:**
+- [ ] AC-1.1: Dashboard view (table or cards) + chat view.
+- [ ] AC-1.2: Tailwind is fine.
+- [ ] AC-1.3: Frontend framework: Next.js (React + App Router).
+
+---
+
+## Out of Scope
+
+*(none declared)*
+
+## Possible Edge Cases
+
+*(none declared)*
+
+## Open Questions
+
+*(none)*
diff --git a/docs/template/spec-template.md b/docs/template/spec-template.md
new file mode 100644
index 0000000..a03de35
--- /dev/null
+++ b/docs/template/spec-template.md
@@ -0,0 +1,74 @@
+# Specs for "<feature name>"
+
+**Branch:** `feature/<ID>/<feature-name-kebab>`
+
+---
+
+## Summary
+
+<!--
+One or two short paragraphs describing what this feature is and why it exists.
+Focus on the problem being solved and the intended outcome, not the implementation.
+This is the only section written in your own words.
+-->
+
+---
+
+## Requirements
+
+<!--
+Each requirement is a self-contained unit: a user story and the ACs that prove
+that story is satisfied. One requirement per ### block.
+
+User stories and ACs must be copied verbatim from the source document.
+-->
+
+### Requirement 1 — <short descriptive title>
+
+**User Story:** <verbatim from source or confirmed by user>
+
+**Acceptance Criteria:**
+- [ ] AC-1.1:
+- [ ] AC-1.2:
+- [ ] AC-1.3:
+
+### Requirement 2 — <short descriptive title>
+
+**User Story:**
+
+**Acceptance Criteria:**
+- [ ] AC-2.1:
+- [ ] AC-2.2:
+
+<!-- Add more ### Requirement N blocks as needed -->
+
+---
+
+## Out of Scope
+
+<!--
+Explicitly list what this feature will NOT do.
+Only items confirmed by the user; no inferences.
+-->
+
+- OOS-1:
+- OOS-2:
+
+## Possible Edge Cases
+
+<!--
+Only edge cases the user explicitly approved from the proposed list.
+Nothing auto-enters this section.
+-->
+
+- EC-1:
+- EC-2:
+
+## Open Questions
+
+<!--
+Unresolved decisions or deferred items. Tag owners when possible.
+-->
+
+- OQ-1:
+- OQ-2:
\ No newline at end of file
diff --git a/eslint.config.mjs b/eslint.config.mjs
new file mode 100644
index 0000000..05e726d
--- /dev/null
+++ b/eslint.config.mjs
@@ -0,0 +1,18 @@
+import { defineConfig, globalIgnores } from "eslint/config";
+import nextVitals from "eslint-config-next/core-web-vitals";
+import nextTs from "eslint-config-next/typescript";
+
+const eslintConfig = defineConfig([
+  ...nextVitals,
+  ...nextTs,
+  // Override default ignores of eslint-config-next.
+  globalIgnores([
+    // Default ignores of eslint-config-next:
+    ".next/**",
+    "out/**",
+    "build/**",
+    "next-env.d.ts",
+  ]),
+]);
+
+export default eslintConfig;
diff --git a/lib/db/client.ts b/lib/db/client.ts
new file mode 100644
index 0000000..f7d197c
--- /dev/null
+++ b/lib/db/client.ts
@@ -0,0 +1,25 @@
+import Database from "better-sqlite3";
+import fs from "node:fs";
+import path from "node:path";
+
+const DB_PATH = path.join(process.cwd(), "data", "games.db");
+const SCHEMA_PATH = path.join(process.cwd(), "lib", "db", "schema.sql");
+
+function createClient(): Database.Database {
+  fs.mkdirSync(path.dirname(DB_PATH), { recursive: true });
+  const db = new Database(DB_PATH);
+  db.pragma("journal_mode = WAL");
+  db.pragma("foreign_keys = ON");
+  const schema = fs.readFileSync(SCHEMA_PATH, "utf8");
+  db.exec(schema);
+  return db;
+}
+
+let client: Database.Database | undefined;
+
+export function getDb(): Database.Database {
+  if (!client) {
+    client = createClient();
+  }
+  return client;
+}
diff --git a/lib/db/schema.sql b/lib/db/schema.sql
new file mode 100644
index 0000000..372d1f8
--- /dev/null
+++ b/lib/db/schema.sql
@@ -0,0 +1,14 @@
+CREATE TABLE IF NOT EXISTS games (
+  id TEXT PRIMARY KEY,
+  title TEXT NOT NULL,
+  developer TEXT NOT NULL,
+  genre TEXT NOT NULL,
+  monthly_revenue_usd REAL NOT NULL CHECK (monthly_revenue_usd >= 0),
+  monthly_downloads INTEGER NOT NULL CHECK (monthly_downloads >= 0),
+  average_rating REAL NOT NULL CHECK (average_rating >= 0 AND average_rating <= 5),
+  created_at TEXT NOT NULL DEFAULT (datetime('now')),
+  updated_at TEXT NOT NULL DEFAULT (datetime('now'))
+);
+
+CREATE INDEX IF NOT EXISTS idx_games_monthly_revenue ON games(monthly_revenue_usd DESC);
+CREATE INDEX IF NOT EXISTS idx_games_rating ON games(average_rating DESC);
diff --git a/lib/games/ai-tools.ts b/lib/games/ai-tools.ts
new file mode 100644
index 0000000..02848a8
--- /dev/null
+++ b/lib/games/ai-tools.ts
@@ -0,0 +1,183 @@
+import { tool } from "ai";
+import { z } from "zod";
+import type { GamesRepository } from "@/lib/games/repository";
+import type { Game } from "@/lib/games/types";
+import type { CatalogAnswer } from "@/lib/games/answer-types";
+
+const SORT_FIELDS = ["revenue", "downloads", "rating", "title"] as const;
+type SortField = (typeof SORT_FIELDS)[number];
+
+function sortGames(games: Game[], sortBy: SortField, order: "asc" | "desc"): Game[] {
+  const fieldMap: Record<SortField, keyof Game> = {
+    revenue: "monthly_revenue_usd",
+    downloads: "monthly_downloads",
+    rating: "average_rating",
+    title: "title",
+  };
+  const key = fieldMap[sortBy];
+  return [...games].sort((a, b) => {
+    const av = a[key] as number | string;
+    const bv = b[key] as number | string;
+    if (typeof av === "string" && typeof bv === "string") {
+      return order === "asc" ? av.localeCompare(bv) : bv.localeCompare(av);
+    }
+    return order === "asc" ? (av as number) - (bv as number) : (bv as number) - (av as number);
+  });
+}
+
+function computeCatalogSummary(games: Game[]) {
+  if (games.length === 0) {
+    return {
+      totalGames: 0,
+      genres: [] as string[],
+      developers: [] as string[],
+      averageRating: null,
+      totalMonthlyRevenue: 0,
+    };
+  }
+  const genres = [...new Set(games.map((g) => g.genre))].sort();
+  const developers = [...new Set(games.map((g) => g.developer))].sort();
+  const averageRating =
+    Math.round((games.reduce((sum, g) => sum + g.average_rating, 0) / games.length) * 10) / 10;
+  const totalMonthlyRevenue = games.reduce((sum, g) => sum + g.monthly_revenue_usd, 0);
+  return { totalGames: games.length, genres, developers, averageRating, totalMonthlyRevenue };
+}
+
+export function createGamesTools(repository: GamesRepository) {
+  return {
+    list_games: tool({
+      description:
+        "List games from the catalog. Supports optional filtering by minimum rating or genre, sorting by revenue, downloads, rating, or title, and limiting results. Returns the matching games and the total count before the limit is applied.",
+      inputSchema: z.object({
+        minRating: z.number().min(0).max(5).optional().describe("Minimum average_rating (inclusive)"),
+        genre: z.string().optional().describe("Exact genre match (case-insensitive)"),
+        sortBy: z.enum(SORT_FIELDS).optional().describe("Field to sort by"),
+        order: z.enum(["asc", "desc"]).default("desc").describe("Sort direction"),
+        limit: z.number().int().min(1).max(50).optional().describe("Maximum number of results to return"),
+      }),
+      execute: async ({ minRating, genre, sortBy, order, limit }) => {
+        let games = repository.list();
+
+        if (minRating !== undefined) {
+          games = games.filter((g) => g.average_rating >= minRating);
+        }
+        if (genre !== undefined) {
+          const lower = genre.toLowerCase();
+          games = games.filter((g) => g.genre.toLowerCase() === lower);
+        }
+        if (sortBy !== undefined) {
+          games = sortGames(games, sortBy, order);
+        }
+
+        const total = games.length;
+        if (limit !== undefined) {
+          games = games.slice(0, limit);
+        }
+
+        return { games, total };
+      },
+    }),
+
+    find_game_by_title: tool({
+      description:
+        "Find a game by a partial or full title match (case-insensitive). Returns the matched game if exactly one result is found, or a list of suggestions when multiple games match. Returns null with an empty suggestions array when no match is found.",
+      inputSchema: z.object({
+        title: z.string().min(1).describe("Title or partial title to search for"),
+      }),
+      execute: async ({ title }) => {
+        const needle = title.toLowerCase();
+        const matches = repository.list().filter((g) => g.title.toLowerCase().includes(needle));
+
+        if (matches.length === 1) {
+          return { game: matches[0], suggestions: [] };
+        }
+        if (matches.length === 0) {
+          return { game: null, suggestions: [] };
+        }
+        return { game: null, suggestions: matches };
+      },
+    }),
+
+    catalog_summary: tool({
+      description:
+        "Return high-level statistics about the entire game catalog: total number of games, available genres, developers, average rating across all games, and total monthly revenue. Use this for overview questions or to check whether the catalog is empty.",
+      inputSchema: z.object({}),
+      execute: async () => {
+        return computeCatalogSummary(repository.list());
+      },
+    }),
+
+    respond: tool({
+      description:
+        "Emit the final structured response. ALWAYS call this exactly once at the end of your turn. Choose the most specific `kind` for the question: 'game' for a single game answer, 'games' for a list, 'comparison' for two games on one metric, 'count' for a numeric answer, 'stats' for a catalog overview, 'text' only when none of the above fit.",
+      inputSchema: z.object({
+        summary: z.string().min(1).describe("1-2 sentence natural-language answer shown to the user"),
+        data: z.discriminatedUnion("kind", [
+          z.object({ kind: z.literal("text") }),
+          z.object({ kind: z.literal("game"), gameId: z.string() }),
+          z.object({
+            kind: z.literal("games"),
+            gameIds: z.array(z.string()).min(1),
+            context: z.string().describe("Brief context for the list, e.g. 'rated above 4'"),
+          }),
+          z.object({
+            kind: z.literal("comparison"),
+            gameIds: z.tuple([z.string(), z.string()]),
+            metric: z.enum(["revenue", "downloads", "rating"]),
+            winnerId: z.string().nullable(),
+          }),
+          z.object({
+            kind: z.literal("count"),
+            value: z.number().int().min(0),
+            context: z.string(),
+          }),
+          z.object({ kind: z.literal("stats") }),
+        ]),
+      }),
+      execute: async ({ summary, data }): Promise<CatalogAnswer> => {
+        const games = repository.list();
+        const byId = new Map(games.map((g) => [g.id, g]));
+
+        function resolveId(id: string): Game | null {
+          return byId.get(id) ?? null;
+        }
+
+        if (data.kind === "game") {
+          const game = resolveId(data.gameId);
+          if (!game) return { summary, data: { kind: "text" } };
+          return { summary, data: { kind: "game", game } };
+        }
+
+        if (data.kind === "games") {
+          const resolved = data.gameIds.map(resolveId).filter((g): g is Game => g !== null);
+          if (resolved.length === 0) return { summary, data: { kind: "text" } };
+          return { summary, data: { kind: "games", games: resolved, context: data.context } };
+        }
+
+        if (data.kind === "comparison") {
+          const [a, b] = data.gameIds.map(resolveId);
+          if (!a || !b) return { summary, data: { kind: "text" } };
+          return {
+            summary,
+            data: {
+              kind: "comparison",
+              games: [a, b],
+              metric: data.metric,
+              winnerId: data.winnerId,
+            },
+          };
+        }
+
+        if (data.kind === "count") {
+          return { summary, data: { kind: "count", value: data.value, context: data.context } };
+        }
+
+        if (data.kind === "stats") {
+          return { summary, data: { kind: "stats", ...computeCatalogSummary(games) } };
+        }
+
+        return { summary, data: { kind: "text" } };
+      },
+    }),
+  };
+}
diff --git a/lib/games/answer-types.ts b/lib/games/answer-types.ts
new file mode 100644
index 0000000..ca75df7
--- /dev/null
+++ b/lib/games/answer-types.ts
@@ -0,0 +1,24 @@
+import type { Game } from "@/lib/games/types";
+
+export type CatalogAnswer = {
+  summary: string;
+  data:
+    | { kind: "text" }
+    | { kind: "game"; game: Game }
+    | { kind: "games"; games: Game[]; context: string }
+    | {
+        kind: "comparison";
+        games: [Game, Game];
+        metric: "revenue" | "downloads" | "rating";
+        winnerId: string | null;
+      }
+    | { kind: "count"; value: number; context: string }
+    | {
+        kind: "stats";
+        totalGames: number;
+        genres: string[];
+        developers: string[];
+        averageRating: number | null;
+        totalMonthlyRevenue: number;
+      };
+};
diff --git a/lib/games/format.ts b/lib/games/format.ts
new file mode 100644
index 0000000..8621ac4
--- /dev/null
+++ b/lib/games/format.ts
@@ -0,0 +1,21 @@
+export function formatCurrency(value: number): string {
+  return new Intl.NumberFormat("en-US", {
+    style: "currency",
+    currency: "USD",
+    maximumFractionDigits: 0,
+  }).format(value);
+}
+
+export function formatCompact(value: number): string {
+  return new Intl.NumberFormat("en-US", {
+    notation: "compact",
+    maximumFractionDigits: 1,
+  }).format(value);
+}
+
+export function formatRating(value: number): string {
+  return new Intl.NumberFormat("en-US", {
+    minimumFractionDigits: 1,
+    maximumFractionDigits: 1,
+  }).format(value);
+}
diff --git a/lib/games/repository.ts b/lib/games/repository.ts
new file mode 100644
index 0000000..4d177ba
--- /dev/null
+++ b/lib/games/repository.ts
@@ -0,0 +1,101 @@
+import type Database from "better-sqlite3";
+import { getDb } from "@/lib/db/client";
+import type { Game, GameUpdate, NewGame } from "@/lib/games/types";
+
+export interface GamesRepository {
+  list(): Game[];
+  findById(id: string): Game | null;
+  create(input: NewGame): Game;
+  update(id: string, input: GameUpdate): Game | null;
+  delete(id: string): boolean;
+}
+
+type GameRow = {
+  id: string;
+  title: string;
+  developer: string;
+  genre: string;
+  monthly_revenue_usd: number;
+  monthly_downloads: number;
+  average_rating: number;
+  created_at: string;
+  updated_at: string;
+};
+
+function rowToGame(row: GameRow): Game {
+  return {
+    id: row.id,
+    title: row.title,
+    developer: row.developer,
+    genre: row.genre,
+    monthly_revenue_usd: row.monthly_revenue_usd,
+    monthly_downloads: row.monthly_downloads,
+    average_rating: row.average_rating,
+    created_at: row.created_at,
+    updated_at: row.updated_at,
+  };
+}
+
+export class SqliteGamesRepository implements GamesRepository {
+  private readonly listStmt: Database.Statement;
+  private readonly findByIdStmt: Database.Statement;
+  private readonly insertStmt: Database.Statement;
+  private readonly updateStmt: Database.Statement;
+  private readonly deleteStmt: Database.Statement;
+
+  constructor(db: Database.Database) {
+    this.listStmt = db.prepare("SELECT * FROM games ORDER BY created_at DESC");
+    this.findByIdStmt = db.prepare("SELECT * FROM games WHERE id = ?");
+    this.insertStmt = db.prepare(`
+      INSERT INTO games (id, title, developer, genre, monthly_revenue_usd, monthly_downloads, average_rating, created_at, updated_at)
+      VALUES (@id, @title, @developer, @genre, @monthly_revenue_usd, @monthly_downloads, @average_rating, datetime('now'), datetime('now'))
+    `);
+    this.updateStmt = db.prepare(`
+      UPDATE games
+      SET title = @title,
+          developer = @developer,
+          genre = @genre,
+          monthly_revenue_usd = @monthly_revenue_usd,
+          monthly_downloads = @monthly_downloads,
+          average_rating = @average_rating,
+          updated_at = datetime('now')
+      WHERE id = @id
+    `);
+    this.deleteStmt = db.prepare("DELETE FROM games WHERE id = ?");
+  }
+
+  list(): Game[] {
+    return (this.listStmt.all() as GameRow[]).map(rowToGame);
+  }
+
+  findById(id: string): Game | null {
+    const row = this.findByIdStmt.get(id) as GameRow | undefined;
+    return row ? rowToGame(row) : null;
+  }
+
+  create(input: NewGame): Game {
+    const id = crypto.randomUUID();
+    this.insertStmt.run({ id, ...input });
+    return this.findById(id) as Game;
+  }
+
+  update(id: string, input: GameUpdate): Game | null {
+    const result = this.updateStmt.run({ id, ...input });
+    if (result.changes === 0) return null;
+    return this.findById(id) as Game;
+  }
+
+  delete(id: string): boolean {
+    const result = this.deleteStmt.run(id);
+    return result.changes > 0;
+  }
+}
+
+let repository: GamesRepository | undefined;
+
+export function getGamesRepository(): GamesRepository {
+  if (!repository) {
+    repository = new SqliteGamesRepository(getDb());
+  }
+  return repository;
+}
diff --git a/lib/games/schemas.ts b/lib/games/schemas.ts
new file mode 100644
index 0000000..f793813
--- /dev/null
+++ b/lib/games/schemas.ts
@@ -0,0 +1,12 @@
+import { z } from "zod";
+
+export const gameInputSchema = z.object({
+  title: z.string().trim().min(1).max(200),
+  developer: z.string().trim().min(1).max(200),
+  genre: z.string().trim().min(1).max(100),
+  monthly_revenue_usd: z.number().finite().nonnegative(),
+  monthly_downloads: z.number().int().nonnegative(),
+  average_rating: z.number().min(0).max(5),
+});
+
+export const gameUpdateSchema = gameInputSchema;
diff --git a/lib/games/types.ts b/lib/games/types.ts
new file mode 100644
index 0000000..103394f
--- /dev/null
+++ b/lib/games/types.ts
@@ -0,0 +1,15 @@
+export type Game = {
+  id: string;
+  title: string;
+  developer: string;
+  genre: string;
+  monthly_revenue_usd: number;
+  monthly_downloads: number;
+  average_rating: number;
+  created_at: string;
+  updated_at: string;
+};
+
+export type NewGame = Omit<Game, "id" | "created_at" | "updated_at">;
+
+export type GameUpdate = NewGame;
diff --git a/next.config.ts b/next.config.ts
new file mode 100644
index 0000000..e9ffa30
--- /dev/null
+++ b/next.config.ts
@@ -0,0 +1,7 @@
+import type { NextConfig } from "next";
+
+const nextConfig: NextConfig = {
+  /* config options here */
+};
+
+export default nextConfig;
diff --git a/package-lock.json b/package-lock.json
new file mode 100644
index 0000000..1d2152e
--- /dev/null
+++ b/package-lock.json
@@ -0,0 +1,7862 @@
+{
+  "name": "tech-test-fullstack-engineer-ai",
+  "version": "0.1.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "tech-test-fullstack-engineer-ai",
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+      },
+      "devDependencies": {
+        "@tailwindcss/postcss": "^4",
+        "@types/better-sqlite3": "^7.6.13",
+        "@types/node": "^20",
+        "@types/react": "^19",
+        "@types/react-dom": "^19",
+        "eslint": "^9",
+        "eslint-config-next": "16.2.6",
+        "tailwindcss": "^4",
+        "tsx": "^4.22.2",
+        "typescript": "^5"
+      }
+    },
+    "node_modules/@ai-sdk/anthropic": {
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+        "gopd": "^1.2.0",
+        "has-tostringtag": "^1.0.2"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
+    "node_modules/word-wrap": {
+      "version": "1.2.5",
+      "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.5.tgz",
+      "integrity": "sha512-BN22B5eaMMI9UMtjrGd5g5eCYPpCPDUy0FJXbYsaT5zYxjFOckS53SQDE3pWkVoWpHXVb3BrYcEN4Twa55B5cA==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
+    "node_modules/wrappy": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
+      "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==",
+      "license": "ISC"
+    },
+    "node_modules/yallist": {
+      "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz",
+      "integrity": "sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g==",
+      "dev": true,
+      "license": "ISC"
+    },
+    "node_modules/yocto-queue": {
+      "version": "0.1.0",
+      "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
+      "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/zod": {
+      "version": "4.4.3",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-4.4.3.tgz",
+      "integrity": "sha512-ytENFjIJFl2UwYglde2jchW2Hwm4GJFLDiSXWdTrJQBIN9Fcyp7n4DhxJEiWNAJMV1/BqWfW/kkg71UDcHJyTQ==",
+      "license": "MIT",
+      "funding": {
+        "url": "https://github.com/sponsors/colinhacks"
+      }
+    },
+    "node_modules/zod-validation-error": {
+      "version": "4.0.2",
+      "resolved": "https://registry.npmjs.org/zod-validation-error/-/zod-validation-error-4.0.2.tgz",
+      "integrity": "sha512-Q6/nZLe6jxuU80qb/4uJ4t5v2VEZ44lzQjPDhYJNztRQ4wyWc6VF3D3Kb/fAuPetZQnhS3hnajCf9CsWesghLQ==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=18.0.0"
+      },
+      "peerDependencies": {
+        "zod": "^3.25.0 || ^4.0.0"
+      }
+    }
+  }
+}
diff --git a/package.json b/package.json
new file mode 100644
index 0000000..1e367f6
--- /dev/null
+++ b/package.json
@@ -0,0 +1,35 @@
+{
+  "name": "tech-test-fullstack-engineer-ai",
+  "version": "0.1.0",
+  "private": true,
+  "scripts": {
+    "dev": "next dev",
+    "build": "next build",
+    "start": "next start",
+    "lint": "eslint",
+    "seed": "tsx scripts/seed.ts",
+    "db:reset": "node -e \"require('fs').rmSync('data/games.db', { force: true })\" && npm run seed"
+  },
+  "dependencies": {
+    "@ai-sdk/anthropic": "^3.0.78",
+    "@ai-sdk/react": "^3.0.187",
+    "ai": "^6.0.185",
+    "better-sqlite3": "^12.10.0",
+    "next": "16.2.6",
+    "react": "19.2.4",
+    "react-dom": "19.2.4",
+    "zod": "^4.4.3"
+  },
+  "devDependencies": {
+    "@tailwindcss/postcss": "^4",
+    "@types/better-sqlite3": "^7.6.13",
+    "@types/node": "^20",
+    "@types/react": "^19",
+    "@types/react-dom": "^19",
+    "eslint": "^9",
+    "eslint-config-next": "16.2.6",
+    "tailwindcss": "^4",
+    "tsx": "^4.22.2",
+    "typescript": "^5"
+  }
+}
diff --git a/postcss.config.mjs b/postcss.config.mjs
new file mode 100644
index 0000000..61e3684
--- /dev/null
+++ b/postcss.config.mjs
@@ -0,0 +1,7 @@
+const config = {
+  plugins: {
+    "@tailwindcss/postcss": {},
+  },
+};
+
+export default config;
diff --git a/scripts/seed.ts b/scripts/seed.ts
new file mode 100644
index 0000000..b99ab9e
--- /dev/null
+++ b/scripts/seed.ts
@@ -0,0 +1,29 @@
+import { getDb } from "../lib/db/client";
+import { SqliteGamesRepository } from "../lib/games/repository";
+
+const SEED_GAMES = [
+  { title: "Hollow Knight", developer: "Team Cherry", genre: "Metroidvania", monthly_revenue_usd: 180000, monthly_downloads: 42000, average_rating: 4.9 },
+  { title: "Celeste", developer: "Maddy Makes Games", genre: "Platformer", monthly_revenue_usd: 95000, monthly_downloads: 28000, average_rating: 4.8 },
+  { title: "Stardew Valley", developer: "ConcernedApe", genre: "Simulation", monthly_revenue_usd: 520000, monthly_downloads: 95000, average_rating: 4.9 },
+  { title: "Hades", developer: "Supergiant Games", genre: "Roguelike", monthly_revenue_usd: 310000, monthly_downloads: 67000, average_rating: 4.8 },
+  { title: "Shovel Knight", developer: "Yacht Club Games", genre: "Platformer", monthly_revenue_usd: 58000, monthly_downloads: 18000, average_rating: 4.6 },
+  { title: "Undertale", developer: "tobyfox", genre: "RPG", monthly_revenue_usd: 74000, monthly_downloads: 22000, average_rating: 4.7 },
+  { title: "Dead Cells", developer: "Motion Twin", genre: "Roguelike", monthly_revenue_usd: 125000, monthly_downloads: 31000, average_rating: 4.5 },
+  { title: "Cuphead", developer: "Studio MDHR", genre: "Run and Gun", monthly_revenue_usd: 210000, monthly_downloads: 48000, average_rating: 4.6 },
+  { title: "Among Us", developer: "Innersloth", genre: "Social Deduction", monthly_revenue_usd: 890000, monthly_downloads: 210000, average_rating: 3.8 },
+  { title: "Vampire Survivors", developer: "poncle", genre: "Roguelike", monthly_revenue_usd: 67000, monthly_downloads: 38000, average_rating: 4.4 },
+];
+
+const repo = new SqliteGamesRepository(getDb());
+const existing = repo.list();
+
+if (existing.length > 0) {
+  console.log(`Database already has ${existing.length} games. Skipping seed.`);
+  process.exit(0);
+}
+
+for (const game of SEED_GAMES) {
+  repo.create(game);
+}
+
+console.log(`Seeded ${SEED_GAMES.length} games successfully.`);
diff --git a/tsconfig.json b/tsconfig.json
new file mode 100644
index 0000000..3a13f90
--- /dev/null
+++ b/tsconfig.json
@@ -0,0 +1,34 @@
+{
+  "compilerOptions": {
+    "target": "ES2017",
+    "lib": ["dom", "dom.iterable", "esnext"],
+    "allowJs": true,
+    "skipLibCheck": true,
+    "strict": true,
+    "noEmit": true,
+    "esModuleInterop": true,
+    "module": "esnext",
+    "moduleResolution": "bundler",
+    "resolveJsonModule": true,
+    "isolatedModules": true,
+    "jsx": "react-jsx",
+    "incremental": true,
+    "plugins": [
+      {
+        "name": "next"
+      }
+    ],
+    "paths": {
+      "@/*": ["./*"]
+    }
+  },
+  "include": [
+    "next-env.d.ts",
+    "**/*.ts",
+    "**/*.tsx",
+    ".next/types/**/*.ts",
+    ".next/dev/types/**/*.ts",
+    "**/*.mts"
+  ],
+  "exclude": ["node_modules"]
+}