AI pair programmer for the entire development lifecycle
Full-Stack Dev Tools Framework is the most comprehensive AI development acceleration system available. It covers every stage of the software development lifecycle — from API design to deployment — with prompts that encode senior engineering patterns and best practices. Used by 5,600+ developers and engineering teams.
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All 56 prompts · All 6 modules
"The test suite generator writes better tests than most junior devs I've worked with. It catches edge..."
Amir K. · Senior Engineer
Need expert implementation?
Hire an OrchestratorConnect with a certified Prompt.Doctor Orchestrator to deploy this framework for you.
No coding required. You will use ChatGPT or Claude as your AI tool. Follow these steps in order — do not skip ahead.
Purchase & download the framework
Click the buy button on this page. After checkout, go to the and hit Download .zip. Unzip it — you'll get a .md file (the full framework) and a .pdf (easy to read reference). Keep both open.
Open your project — new or existing
This dashboard is designed to integrate into any existing project or be built as a standalone app. If you already have a site in Airo (or Cursor, Bolt, etc.), open that project. If you're starting fresh, create a new project. The Orchestrator Prompt handles both cases — it scans what's already there and adds only what's missing.
Paste the Orchestrator Prompt into your builder's chat
Open the on this page. Copy the Orchestrator Prompt and paste it into your AI builder's chat. It will scaffold the full admin system — secure login, email marketing module, booking engine, and CMS — on top of your existing codebase. This takes 2–5 minutes.
Add your API keys as secrets
Critical — Novice UsersIn your builder, go to Settings → Secrets and add the keys your app needs. For this framework: STRIPE_SECRET_KEY (for booking payments — get it from your Stripe dashboard), ANTHROPIC_API_KEY (for AI-assisted content — get it from console.anthropic.com), and DATABASE_URL (your MySQL connection string). No key is needed for the admin login, CMS, or email modules — those run on your existing infrastructure.
Don't have a MySQL server?
You can purchase a shared hosting plan with cPanel and MySQL at host.esgwon.dev. Once your account is set up, follow the step-by-step guide to create your database and connect it to your AI website builder.
How to set up cPanel MySQL & connect to your AI website →Need help with Stripe?
Get your STRIPE_SECRET_KEY and STRIPE_PUBLISHABLE_KEY from your Stripe dashboard. The guide covers test keys, webhook setup, and going live.
Need help with Anthropic?
Get your ANTHROPIC_API_KEY from console.anthropic.com. The guide covers model selection, cost management, and troubleshooting.
Prompting Airo after setup — always name the file
When asking Airo to add tables, columns, or features to the admin dashboard, always include src/server/lib/admin-db.ts in your prompt. Without it, Airo may target the wrong database. Example: "Add a bookings table in the admin database (src/server/lib/admin-db.ts) — do not touch any other database connection in this project."
Run the framework prompts inside your live app
Your app is now running in the builder's preview panel. Open the on this page, copy each prompt one at a time, and paste it into your builder's chat. Replace every [BRACKET] with your real data before sending. Work through the stages in order — each stage output feeds the next.
Test end-to-end, then publish or hand off to your client
Walk through the admin as a real user: log in, create a booking, send a test email campaign, update a CMS image, and run the Safe-to-Publish gate. Once everything passes, click Publish in your builder. Because this is a white-label dashboard, your client accesses it at /admin on their own domain — no Prompt.Doctor branding, no third-party login required.
6 modules · 56 prompts · 7 workflow stages
API Design System
Generate REST and GraphQL API designs from a product spec. Includes endpoint naming, request/response schemas, error handling, versioning, and OpenAPI spec generation.
10 promptsDatabase Schema Generator
Generate normalized database schemas from domain models. Includes index strategy, migration files, seed data, and query optimization prompts.
9 promptsAuth System Architecture
Complete authentication system prompts: JWT implementation, OAuth2 integration, session management, RBAC, and security hardening.
8 promptsTest Suite Generator
Generate comprehensive test suites: unit tests (Jest/Vitest), integration tests (Supertest), and e2e tests (Playwright/Cypress) from implementation code.
10 promptsDevOps & CI/CD System
GitHub Actions workflows, Docker configurations, environment management, and deployment pipeline prompts.
9 promptsDocumentation System
README generator, API documentation (OpenAPI/Swagger), Architecture Decision Records (ADRs), and onboarding guide prompts.
10 promptsDesign a RESTful API for [RESOURCE/DOMAIN] following REST best practices. Include: Resource naming (plural nouns, hierarchical), All CRUD endpoints with HTTP methods and status codes, Request/response body schemas (TypeScript interfaces), Error response format (consistent across all endpoints), Pagination strategy for list endpoints, Authentication requirements per endpoint, Rate limiting considerations. Output as an OpenAPI 3.0 spec in YAML format.
Generate a normalized PostgreSQL database schema for [APPLICATION TYPE]. Domain entities: [LIST ENTITIES]. Requirements: [LIST REQUIREMENTS]. Include: CREATE TABLE statements with appropriate data types, Primary and foreign key constraints, Indexes for common query patterns, Timestamps (created_at, updated_at) on all tables, Soft delete pattern where appropriate, A migration file using [Drizzle/Prisma/Knex]. Add comments explaining non-obvious design decisions.
Generate a comprehensive test suite for this [function/component/API endpoint]: [PASTE CODE]. Include: Unit tests covering happy path, edge cases, and error cases, Mock setup for external dependencies, Test descriptions that read as documentation, Arrange-Act-Assert structure, Coverage for all branches. Use [Jest/Vitest] syntax. The tests should serve as living documentation — someone reading them should understand exactly what the code does and why.
system
20 prompts
architecture
9 prompts
workflow
8 prompts
prompts
10 prompts
templates
9 prompts
"The test suite generator writes better tests than most junior devs I've worked with. It catches edge cases I would have missed."
Amir K.
Senior Engineer
"Rolled this out as our engineering standard. Code quality is measurably more consistent across the team."
Tanya R.
CTO
All 56 prompts across 6 modules are unlocked for your account.
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