AI Gym

Master AI through hands-on challenges. Practice prompt engineering, problem-solving, and real-world AI applications.

58

Total

16

Beginner

22

Intermediate

17

Advanced+

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Hello AI World

Write your first prompt to introduce yourself to an AI assistant

beginner
10 points
5 min
introduction
basics
first prompt

The Art of Asking

Transform vague questions into specific, actionable prompts

beginner
15 points
10 min
prompting
specificity
clarity

Role Assignment Master

Learn to assign specific roles to AI for better responses

beginner
15 points
10 min
role prompting
personas
coaching

Context is King

Practice providing context for better AI responses

beginner
20 points
15 min
context
social media
marketing

Format Specification

Master specifying output formats for structured responses

beginner
20 points
15 min
formatting
structure
productivity

AI Ethics Questionnaire

Design a series of questions to explore ethical considerations when deploying AI systems in healthcare.

beginner
100 points
20 min
ethics
healthcare
questioning

Product Description Generator

Write a prompt that generates compelling product descriptions for e-commerce.

beginner
100 points
15 min
e-commerce
copywriting
SEO

Code Comment Enhancer

Create a prompt that improves code documentation and comments.

beginner
100 points
15 min
coding
documentation
best-practices

Email Subject Line Optimizer

Craft a prompt that generates high-converting email subject lines.

beginner
100 points
15 min
marketing
copywriting
email

Meeting Notes Summarizer

Design a prompt that converts meeting transcripts into actionable summaries.

beginner
100 points
20 min
productivity
business
summarization

API Documentation Writer

Build a prompt that generates comprehensive API documentation from code.

intermediate
200 points
30 min
API
documentation
technical-writing

SQL Query Optimizer

Create a prompt that analyzes and optimizes SQL queries for performance.

intermediate
200 points
25 min
SQL
performance
database

Customer Persona Builder

Develop a prompt that creates detailed customer personas from market research.

intermediate
200 points
30 min
marketing
research
persona

Code Review Assistant

Build a prompt that performs thorough code reviews with actionable feedback.

intermediate
200 points
30 min
code-quality
security
best-practices

A/B Test Hypothesis Generator

Create a prompt that generates data-driven A/B test hypotheses.

intermediate
200 points
25 min
experimentation
data-analysis
optimization

Technical Interview Question Generator

Build a prompt that creates coding interview questions with solutions.

intermediate
200 points
30 min
interview
algorithms
hiring

User Story Decomposer

Design a prompt that breaks down epics into detailed user stories.

intermediate
200 points
25 min
agile
product-management
planning

Multi-Language Code Translator

Create a sophisticated prompt that translates code between programming languages while maintaining best practices.

advanced
300 points
40 min
translation
multi-language
architecture

System Architecture Designer

Build a prompt that generates comprehensive system architecture diagrams and documentation.

advanced
300 points
45 min
architecture
system-design
scalability

Automated Test Suite Generator

Design a prompt that generates comprehensive test suites from requirements.

advanced
300 points
40 min
testing
TDD
quality-assurance

Security Vulnerability Scanner

Build a prompt that performs comprehensive security audits on code.

advanced
300 points
45 min
security
vulnerability
OWASP

Machine Learning Model Explainer

Create a prompt that explains ML model predictions in human-readable terms.

advanced
300 points
40 min
ML
explainability
AI

Context Window Optimizer

Learn to optimize prompts for AI models with limited context windows

beginner
100 points
30 min
prompting
optimization
context

Data Pipeline Architect

Design a real-time data processing pipeline for streaming analytics.

advanced
300 points
45 min
data-engineering
streaming
architecture

API Rate Limiter Designer

Implement a sophisticated rate limiting system for APIs.

advanced
300 points
40 min
rate-limiting
API
scalability

Tone Tuner

Master the art of adjusting AI response tone for different audiences

beginner
80 points
25 min
tone
audience
communication

Microservices Communication Pattern

Design communication patterns for a microservices architecture.

advanced
300 points
45 min
microservices
distributed-systems
architecture

Few-Shot Prompt Builder

Create effective few-shot learning prompts with examples

beginner
120 points
30 min
few-shot
learning
classification

Structured Output Designer

Generate prompts that produce consistent JSON/structured outputs

beginner
100 points
30 min
json
structured-data
extraction

Distributed Cache Optimizer

Build an intelligent caching system for distributed applications.

expert
400 points
60 min
caching
performance
distributed

Chain-of-Thought Basics

Implement basic chain-of-thought prompting for better reasoning

beginner
110 points
30 min
chain-of-thought
reasoning
math

Blockchain Smart Contract Auditor

Create a prompt that audits smart contracts for vulnerabilities.

expert
400 points
60 min
blockchain
security
smart-contracts

AI Model Deployment Pipeline

Design end-to-end ML model deployment and monitoring system.

expert
400 points
60 min
MLOps
deployment
monitoring

Prompt Injection Defense

Learn to protect prompts from injection attacks

intermediate
180 points
45 min
security
injection
defense

Multi-Step Task Orchestrator

Chain multiple AI calls together for complex tasks

intermediate
200 points
50 min
orchestration
workflow
chaining

Git Commit Message Generator

Create a prompt that generates conventional commit messages from code diffs.

beginner
100 points
15 min
git
productivity
automation

Responsive Email Template Creator

Build a prompt that generates responsive HTML email templates.

intermediate
200 points
30 min
email
HTML
responsive-design

Dynamic Prompt Generator

Create prompts that adapt based on user input and context

intermediate
190 points
45 min
dynamic
personalization
templates

Accessibility Audit Generator

Design a prompt that audits websites for WCAG compliance.

intermediate
200 points
30 min
accessibility
WCAG
inclusivity

Bias Detection & Mitigation

Identify and reduce bias in AI responses

intermediate
170 points
40 min
bias
ethics
fairness

Retrieval-Augmented Generation (RAG) Simulator

Simulate RAG by incorporating external context into prompts

intermediate
210 points
50 min
rag
retrieval
context

Database Migration Planner

Create a prompt that generates safe database migration strategies.

advanced
300 points
40 min
database
migration
devops

Conversational Memory Manager

Implement conversation history and context management

intermediate
180 points
45 min
memory
conversation
chatbots

SEO Content Optimizer

Build a prompt that optimizes content for search engines while maintaining quality.

intermediate
200 points
25 min
SEO
content
marketing

Error Recovery System

Handle and recover from AI model errors gracefully

intermediate
160 points
40 min
error-handling
recovery
robustness

Incident Response Playbook

Design a prompt that creates incident response procedures.

advanced
300 points
35 min
incident-response
devops
reliability

API Mock Data Generator

Create a prompt that generates realistic mock data for API testing.

intermediate
200 points
25 min
testing
API
mock-data

Multi-Modal Prompt Engineer

Create prompts that work with text, code, and data together

intermediate
200 points
50 min
multi-modal
code
documentation

Prompt Performance Optimizer

Analyze and optimize prompt efficiency and token usage

intermediate
170 points
45 min
optimization
efficiency
cost

Cloud Cost Optimizer

Build a prompt that analyzes and optimizes cloud infrastructure costs.

advanced
300 points
40 min
cloud
cost-optimization
finops

Privacy Policy Generator

Design a prompt that generates GDPR-compliant privacy policies.

intermediate
200 points
30 min
legal
privacy
compliance

A/B Testing Framework

Design experiments to compare prompt variations

intermediate
180 points
45 min
testing
evaluation
optimization

Technical Debt Assessment

Create a prompt that evaluates and prioritizes technical debt.

advanced
300 points
35 min
technical-debt
refactoring
maintenance

Autonomous Agent Builder

Create an AI agent that can plan and execute multi-step tasks

advanced
250 points
60 min
agents
autonomous
planning

Adversarial Prompt Testing

Design tests to find prompt vulnerabilities and weaknesses

advanced
230 points
55 min
security
adversarial
testing

Constitutional AI Implementation

Implement AI alignment using constitutional principles

advanced
240 points
60 min
ethics
alignment
values

Prompt Versioning System

Design a system for managing and versioning prompts in production

advanced
220 points
55 min
engineering
versioning
deployment

Cross-Model Prompt Adaptation

Adapt prompts to work across different AI models (GPT, Claude, Gemini)

advanced
260 points
60 min
cross-model
compatibility
optimization