# AI Coding Starter Kit > Build production-ready web apps faster with AI-powered Skills handling Requirements, Architecture, Development, QA, and Deployment. This template uses [Claude Code](https://docs.anthropic.com/en/docs/claude-code) with modern Skills, Rules, and Sub-Agents to provide a complete AI-powered development workflow. ## Quick Start ### 1. Clone & Install ```bash git clone https://github.com/YOUR_USERNAME/ai-coding-starter-kit.git my-project cd my-project npm install ``` ### 2. (Optional) Supabase Setup If you need a backend: 1. Create Supabase Project: [supabase.com](https://supabase.com) 2. Copy `.env.local.example` to `.env.local` 3. Add your Supabase credentials 4. Uncomment the Supabase client in `src/lib/supabase.ts` Skip this step if you're building frontend-only (landing pages, portfolios, etc.) ### 3. Start Development ```bash npm run dev ``` Open [http://localhost:3000](http://localhost:3000) in your browser. ### 4. Initialize Your Project Open Claude Code and describe your project. The `/requirements` skill automatically detects that this is a fresh project and enters **Init Mode**: ``` /requirements I want to build a project management tool for small teams where users can create projects, assign tasks, and track progress. ``` The skill will: 1. Ask interactive questions to clarify your vision, target users, and MVP scope 2. Create your **Product Requirements Document** (`docs/PRD.md`) 3. Break the project into individual features (Single Responsibility) 4. Create all **feature specs** (`features/PROJ-1.md`, `PROJ-2.md`, etc.) 5. Update **feature tracking** (`features/INDEX.md`) 6. Recommend which feature to build first You don't need to put everything in the first prompt - a brief description is enough. The skill asks follow-up questions interactively. ### 5. Build Features After project initialization, build features one at a time using skills: ``` /architecture Design the tech approach for features/PROJ-1-user-auth.md /frontend Build the UI for features/PROJ-1-user-auth.md /backend Build the API for features/PROJ-1-user-auth.md /qa Test features/PROJ-1-user-auth.md /deploy Deploy to Vercel ``` Each skill suggests the next step when it finishes. Handoffs are always user-initiated. To add more features later, run `/requirements` again - it detects the existing PRD and adds a single feature. --- ## Available Skills | Skill | Command | What It Does | |-------|---------|-------------| | Requirements Engineer | `/requirements` | Creates feature specs with user stories, acceptance criteria, edge cases | | Solution Architect | `/architecture` | Designs PM-friendly tech architecture (no code, only high-level design) | | Frontend Developer | `/frontend` | Builds UI with React, Tailwind CSS, and shadcn/ui | | Backend Developer | `/backend` | Builds APIs, database schemas, RLS policies with Supabase | | QA Engineer | `/qa` | Tests features against acceptance criteria + security audit | | DevOps | `/deploy` | Deploys to Vercel with production-ready checks | | Help | `/help` | Context-aware guide: shows where you are and what to do next | ### How Skills Work - **Skills** are defined in `.claude/skills/` and auto-discovered by Claude Code - **Rules** in `.claude/rules/` are auto-applied based on file context (no manual loading) - **Sub-Agents** run heavy tasks (frontend, backend, QA) in isolated contexts for cost efficiency - **CLAUDE.md** provides project context automatically at every session start --- ## Development Workflow ``` 1. Define /requirements --> Feature spec in features/PROJ-X.md 2. Design /architecture --> Tech design added to feature spec 3. Build /frontend --> UI components implemented /backend --> APIs + database (if needed) 4. Test /qa --> Test results added to feature spec 5. Ship /deploy --> Deployed to Vercel ``` ### Feature Tracking Features are tracked in `features/INDEX.md`: | ID | Feature | Status | Spec | |----|---------|--------|------| | PROJ-1 | User Login | Deployed | [Spec](features/PROJ-1-user-login.md) | | PROJ-2 | Dashboard | In Progress | [Spec](features/PROJ-2-dashboard.md) | Every skill reads this file at start and updates it when done, preventing duplicate work. --- ## Tech Stack | Category | Tool | Why? | |----------|------|------| | **Framework** | Next.js 16 | React + Server Components + App Router | | **Language** | TypeScript | Type safety | | **Styling** | Tailwind CSS | Utility-first CSS | | **UI Library** | shadcn/ui | Copy-paste, customizable components | | **Backend** | Supabase (optional) | PostgreSQL + Auth + Storage + Realtime | | **Deployment** | Vercel | Zero-config Next.js hosting | | **Validation** | Zod | Runtime type validation | --- ## Project Structure ``` ai-coding-starter-kit/ +-- CLAUDE.md <-- Auto-loaded project context +-- .claude/ | +-- settings.json <-- Team permissions (committed) | +-- settings.local.json <-- Personal overrides (gitignored) | +-- rules/ <-- Auto-applied coding rules | | +-- general.md Git workflow, feature tracking | | +-- frontend.md shadcn/ui, component standards | | +-- backend.md RLS, validation, queries | | +-- security.md Secrets, headers, auth | +-- skills/ <-- Invocable workflows (/command) | | +-- requirements/SKILL.md /requirements | | +-- architecture/SKILL.md /architecture | | +-- frontend/SKILL.md /frontend (runs as sub-agent) | | +-- backend/SKILL.md /backend (runs as sub-agent) | | +-- qa/SKILL.md /qa (runs as sub-agent) | | +-- deploy/SKILL.md /deploy | | +-- help/SKILL.md /help | +-- agents/ <-- Sub-agent configs | +-- frontend-dev.md Model, tools, limits | +-- backend-dev.md | +-- qa-engineer.md +-- features/ <-- Feature specifications | +-- INDEX.md Status tracking | +-- README.md Spec format documentation +-- docs/ | +-- PRD.md <-- Product Requirements Document | +-- production/ <-- Production setup guides | +-- error-tracking.md Sentry setup (5 min) | +-- security-headers.md XSS/Clickjacking protection | +-- performance.md Lighthouse, optimization | +-- database-optimization.md Indexing, N+1, caching | +-- rate-limiting.md Upstash Redis +-- src/ | +-- app/ <-- Pages (Next.js App Router) | +-- components/ | | +-- ui/ <-- shadcn/ui components (35+ installed) | +-- hooks/ <-- Custom React hooks | +-- lib/ <-- Utilities +-- public/ <-- Static files ``` --- ## Getting Started ### 1. Fill Out Your PRD Define your product vision in `docs/PRD.md`: - What are you building and why? - Who are the target users? - What features are on the roadmap? ### 2. Build Your First Feature Run `/requirements` with your feature idea. The skill will: - Ask interactive questions to clarify requirements - Create a feature spec in `features/PROJ-1-name.md` - Update `features/INDEX.md` with the new feature - Suggest running `/architecture` as the next step ### 3. Add shadcn/ui Components (as needed) 35+ components are pre-installed. Add more as needed: ```bash npx shadcn@latest add [component-name] ``` ### 4. Production Setup (first deployment) When you're ready to deploy, the `/deploy` skill guides you through: - Vercel setup and deployment - Error tracking with Sentry - Security headers configuration - Performance monitoring with Lighthouse See `docs/production/` for detailed setup guides. --- ## How It Works Under the Hood ### Skills (`.claude/skills/`) Each skill is a structured workflow that Claude Code discovers automatically. Skills can run inline (in the main conversation) or as forked sub-agents (isolated context window). | Skill | Execution | Why? | |-------|-----------|------| | `/requirements` | Inline | Needs live interaction with user | | `/architecture` | Inline | Short output, user reviews in real-time | | `/frontend` | Sub-agent (forked) | Heavy file editing, lots of output | | `/backend` | Sub-agent (forked) | Heavy file editing, SQL, API code | | `/qa` | Sub-agent (forked) | Systematic testing, lots of output | | `/deploy` | Inline | Deployment needs user oversight | | `/help` | Inline | Quick status check and guidance | ### Rules (`.claude/rules/`) Coding standards that are auto-applied based on which files Claude is working with. No manual loading needed. ### Sub-Agent Configs (`.claude/agents/`) Lightweight configurations that define model, tool access, and turn limits for forked skills. ### CLAUDE.md Auto-loaded at every session start. Contains tech stack, conventions, and references to PRD and feature index. --- ## Context Engineering AI agents work best with clean, structured context - not longer prompts. This template is designed around these principles: ### State lives in files, not in memory Every skill reads `features/INDEX.md` and the relevant feature spec at start. After context compaction or a new session, nothing is lost - the agent simply re-reads the files. Progress tracking, acceptance criteria, and tech designs all live in markdown files, not in the conversation. ### Context is layered Not everything is loaded at once. Information is layered by relevance: | Layer | What | When loaded | |-------|------|-------------| | `CLAUDE.md` | Tech stack, conventions, commands | Every session (auto) | | `.claude/rules/` | Coding standards | When editing matching files (auto) | | Skill `SKILL.md` | Workflow instructions | When skill is invoked | | Feature spec | Requirements, AC, tech design | On demand (skill reads it) | | `docs/production/` | Deployment guides | Only when referenced | ### Context is isolated Heavy implementation skills (`/frontend`, `/backend`, `/qa`) run as **forked sub-agents** with their own context window. Research noise from one skill doesn't pollute another. Each fork starts clean and loads only what it needs. ### Context recovery is built in All forked skills include a **Context Recovery** section: if the context is compacted mid-task, the agent re-reads the feature spec, checks `git diff` for progress, and continues without restarting or duplicating work. ### Always read, never guess A global rule (`rules/general.md`) enforces: always read a file before modifying it, never assume contents from memory, verify import paths and API routes by reading. This prevents hallucinated code references - the most common source of AI coding errors. --- ## Customization for Your Team This template is designed as a starting point. Customize it for your team: 1. **Edit CLAUDE.md** - Add your project-specific conventions and build commands 2. **Edit docs/PRD.md** - Define your product vision and roadmap 3. **Edit .claude/rules/** - Adjust coding standards for your team 4. **Edit .claude/skills/** - Modify workflows to match your process 5. **Edit .claude/settings.json** - Configure team permissions --- ## Production Guides Standalone guides in `docs/production/`: | Guide | Setup Time | What It Does | |-------|-----------|-------------| | [Error Tracking](docs/production/error-tracking.md) | 5 min | Sentry integration for automatic error capture | | [Security Headers](docs/production/security-headers.md) | 2 min | XSS, Clickjacking, MIME sniffing protection | | [Performance](docs/production/performance.md) | 10 min | Lighthouse checks, image optimization, caching | | [Database Optimization](docs/production/database-optimization.md) | 15 min | Indexing, N+1 prevention, query optimization | | [Rate Limiting](docs/production/rate-limiting.md) | 10 min | Upstash Redis for API abuse prevention | --- ## Scripts ```bash npm run dev # Development server (localhost:3000) npm run build # Production build npm run start # Production server npm run lint # ESLint ``` --- ## Author Created by **Alex Sprogis** – AI Product Engineer & Content Creator. - [YouTube](https://www.youtube.com/@alex.sprogis) - [Website](https://alexsprogis.de) --- ## License MIT License - feel free to use for your projects!