HomeFrameworksPrompt Engineering Mastery
CreatorFeaturedv4.0L4 Semantic FrameworkUpdated July 2026

Prompt Engineering Mastery

Master every prompting technique from CoT to multi-agent systems

5(892 reviews)12.4K installs60 prompts8 stagesAI / ML
GPT-4ClaudeGeminiLlama

Prompt Engineering Mastery is the most comprehensive prompt technique library in the Prompt.Doctor marketplace. It covers every major prompting technique — from basic role assignment to multi-agent orchestration — with reusable templates, worked examples, and a debugging framework. The foundation for everything else you build.

Full Access Unlocked

All 60 prompts · All 6 modules

30-day money-back guarantee
Secure checkout via Stripe
Lifetime updates (currently v4.0)
Instant delivery after purchase

"This is the framework I give every new team member on day one. The debugging framework alone has sav..."

Olivia M. · AI Product Manager

Need expert implementation?

Hire an Orchestrator

Connect with a certified Prompt.Doctor Orchestrator to deploy this framework for you.

How to use this framework

No coding required. You will use ChatGPT or Claude as your AI tool. Follow these steps in order — do not skip ahead.

1

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.

2

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.

3

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.

4

Add your API keys as secrets

Critical — Novice Users

In 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.

Stripe API keys — setup & testing guide →

Need help with Anthropic?

Get your ANTHROPIC_API_KEY from console.anthropic.com. The guide covers model selection, cost management, and troubleshooting.

Anthropic API key — setup & model guide →

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."

See safe prompting examples →
5

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.

6

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.

Who is this for?

Anyone who uses AI tools professionally
Developers building AI-powered applications
Content creators wanting consistent, high-quality outputs
Business professionals automating workflows with AI

Everything you get

60 production-ready prompt templates across 8 technique categories
Chain-of-thought (CoT) and tree-of-thought (ToT) templates
Few-shot example construction system
Role + context + constraint architecture
Output format control (JSON, markdown, structured)
Multi-step reasoning chain templates
Agent orchestration and tool-use prompts
Prompt debugging and improvement framework
Lifetime updates — currently on v4.0

What's Inside

6 modules · 60 prompts · 8 workflow stages

Modules(6 total)

Foundation Techniques

Role assignment, context setting, constraint definition, and output format control — the four pillars of every effective prompt.

10 prompts

Reasoning Techniques

Chain-of-thought, tree-of-thought, step-back prompting, and self-consistency templates for complex reasoning tasks.

10 prompts

Few-Shot System

Few-shot example construction, example selection strategy, and format consistency templates.

8 prompts

Output Engineering

Structured output prompts (JSON schema, markdown, tables), format enforcement, and output validation patterns.

9 prompts

Agent & Tool-Use System

ReAct prompting, tool-use orchestration, multi-agent coordination, and agent memory management templates.

10 prompts

Debugging Framework

Prompt failure diagnosis, iterative improvement system, A/B testing framework, and output quality evaluation prompts.

13 prompts
Sample Prompts(60 total)
Chain-of-Thought Template·GPT-4

Solve the following [PROBLEM TYPE] problem. Think through this step by step before giving your final answer. Show your reasoning at each step. If you realize you've made an error partway through, acknowledge it and correct course. Problem: [PROBLEM]. Format your response as: Step 1: [reasoning] → Step 2: [reasoning] → ... → Final Answer: [answer]. After your answer, rate your confidence (1-10) and identify the step where you were least certain.

Structured JSON Output·Claude

Extract the following information from the text below and return it as valid JSON matching this exact schema: [PASTE JSON SCHEMA]. Rules: (1) Return ONLY the JSON — no explanation, no markdown code blocks, (2) Use null for missing fields — never omit keys, (3) Arrays should be empty [] if no items found, (4) Dates in ISO 8601 format, (5) If you're uncertain about a value, include it with a "_confidence": "low" sibling key. Text: [PASTE TEXT]

ReAct Agent Template·Claude

You are an agent that can use the following tools: [LIST TOOLS WITH DESCRIPTIONS]. Solve the following task using the ReAct pattern (Reason → Act → Observe → Repeat). Task: [TASK]. Format each step as: Thought: [your reasoning about what to do next] Action: [tool_name]([parameters]) Observation: [result of the action] Continue until you have enough information to give a final answer. Final Answer: [your answer]

Workflow Architecture(8 stages)

system

20 prompts

Stage 1

prompts

23 prompts

Stage 2

workflow

8 prompts

Stage 3

architecture

9 prompts

Stage 4

Everything included

Chain-of-thought templates
Few-shot example systems
Role + context architecture
Output format control
Multi-step reasoning chains
Agent orchestration prompts
Prompt debugging framework
Full Access Unlocked

What builders say

"This is the framework I give every new team member on day one. The debugging framework alone has saved us countless hours of prompt iteration."

OM

Olivia M.

AI Product Manager

"The ReAct agent template was the missing piece for my automation workflow. I went from 3 hours of manual work to a 10-minute agent run."

RC

Ryan C.

Developer

You have full access

All 60 prompts across 6 modules are unlocked for your account.

$99$149

Lifetime access