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InstructDojo

License: MIT Status PRs Welcome Maintained

A collection of world-class instruction sets for specialized AI assistants, engineered with dual-mode intelligence to transform both natural language visions and technical specifications into production-ready solutions.

Available Instruction Sets

Revolutionary specialist system for creating production-ready AI instructions and documentation with structured thinking protocols and instant generation.

🧠 PROMPTCRAFT - Instruction Engineering Expert:

  • 5-Second Generation: Transform ANY idea into complete AI instruction
  • Dual-Mode Intelligence: Understands "feels like a mentor" AND technical specs
  • Thinking Protocol: Structured 15-point analysis before generation
  • Pattern Library: 20+ domain templates ready to deploy
  • Smart Language: Internal English processing, natural output in any language

📖 DOCCRAFT - Documentation Engineering Expert:

  • Complete Documentation: README, guides, API docs, tutorials
  • Visual Excellence: Tables, Mermaid diagrams, emojis, formatting
  • Quick Start Focus: Zero to results in minutes
  • Automatic Diagrams: Flow charts, sequences, architecture
  • Multi-Language: Natural localization for any language

📖 Full Documentation

Advanced AI development system with specialized experts for every need - from technical algorithms to emotional user experiences.

🤖 Agent Versions (for Tool-Enabled AI):

  • Agent Enhanced ⭐: Dual-mode intelligence with tools for automation (RECOMMENDED)
  • Agent Ultimate 🏆: Advanced features for complex enterprise systems

💬 Chat Versions (for Copy & Paste):

  • Developer Expert 🔧: Universal expert for any development task
  • Vibe Developer 🎨: Translates emotions and feelings into code
  • Hybrid Master 🚀: Perfect balance of technical and emotional intelligence

🎯 Specialized Experts (for Deep Domain Knowledge):

  • GameDev Expert 🎮: Game development in Unity, Unreal, Godot
  • ML Engineer 🤖: End-to-end Machine Learning solutions
  • DevOps Expert ☁️: Infrastructure as Code, CI/CD, and SRE
  • Mobile Developer 📱: Cross-platform and native mobile development
  • Web3 Developer 🔗: Blockchain, Smart Contracts, and DeFi

📖 Full Documentation

A specialized system that transforms user frustrations and technical specs into optimized, secure, and maintainable code with measurable improvements.

⚡ Optimization Engineer:

  • Dual-Mode Intelligence: Understands "my code is slow" AND technical specs
  • Pattern Library: Instant optimizations for performance, security, and maintainability
  • Metrics Focus: Provides before/after performance data
  • Cost Optimization: Includes cloud resource efficiency patterns

📖 Full Documentation

An evidence-based fitness engineering system that creates personalized training programs from natural language goals or technical specifications.

🏋️ Ultimate Coach:

  • Dual-Mode Intelligence: Understands "I want to feel stronger" AND technical specs
  • Programming Patterns: Instant programs for strength, fat loss, energy
  • Safety Framework: Prioritizes form, progression, and injury prevention
  • Nutrition Integration: Aligns diet with training goals

📖 Full Documentation

A specialized engineer that creates precise uBlock Origin filters from natural language complaints or technical requirements.

🛡️ Filter Expert:

  • Dual-Mode Intelligence: Understands "annoying popups" AND technical specs
  • Filter Library: Instant solutions for ads, cookie banners, popups
  • Performance Optimized: Every filter designed for speed
  • User-Friendly: Provides 🥇🥈🥉 options for different user levels

📖 Full Documentation

A poetry engineering system that creates authentic Ukrainian verse from both emotional visions and technical prosodic specifications.

🇺🇦 Ukrainian Poetry Master:

  • Dual-Mode Intelligence: Understands "feels like morning mist" AND technical specs
  • Linguistic Purity: Zero tolerance for Russian influence
  • Cultural Authenticity: Deep understanding of regional variations
  • Technical Excellence: Follows scholarly prosodic standards

📖 Full Documentation

Quick Start Guide

For Creating New AI Instructions (PROMPTCRAFT)

  1. Copy promptcraft_instruction_specialist.md from promptcraft-specialist folder
  2. Send as first message → Get "PROMPTCRAFT InstructDojo Expert ready"
  3. Describe your AI using natural language or technical specs
  4. Receive complete instruction in 5 seconds, ready to deploy

For Creating Documentation (DOCCRAFT)

  1. Copy doccraft_documentation_specialist.md from promptcraft-specialist folder
  2. Send as first message → Get "DOCCRAFT Documentation Expert initialized"
  3. Request documentation for your project, API, or system
  4. Receive professional docs with diagrams and examples

For Chat Interfaces (Copy & Paste)

  1. Choose a Chat version from any instruction set (e.g., Developer Expert, Vibe Developer, Hybrid Master, or a Specialized Expert)
  2. Copy the complete instruction content
  3. Send as the first message in your chat and wait for initialization
  4. Describe your needs using natural language or technical specs

For Tool-Enabled AI (Automation)

  1. Choose an Agent version from the CODEAI instructions (Agent Enhanced or Agent Ultimate)
  2. Use as a system prompt in a tool-enabled AI environment
  3. Describe your high-level goal and let the agent automate

Repository Structure

InstructDojo/ ├── README.md # This file ├── LICENSE ├── CONTRIBUTING.md ├── promptcraft-specialist/ # AI instruction & documentation experts │ ├── README.md # Complete documentation │ ├── promptcraft_instruction_specialist.md # 🧠 Creates AI instructions │ └── doccraft_documentation_specialist.md # 📖 Creates documentation ├── codeai-instructions/ # Expert developer assistants │ ├── README.md # Documentation │ ├── agent/ # Tool-enabled versions │ │ ├── codeai_agent_enhanced.md # ⭐ Dual-mode with tools │ │ └── codeai_agent_ultimate.md # 🏆 Enterprise systems │ ├── chat/ # General chat-only versions │ │ ├── codeai_developer_expert.md # 🔧 Expert for any dev task │ │ ├── codeai_vibe_developer.md # 🎨 Translates emotion to code │ │ └── codeai_hybrid_master.md # 🚀 Perfect balance │ └── specialized/ # Domain-specific experts │ ├── codeai_devops_expert.md # ☁️ DevOps and SRE │ ├── codeai_gamedev_expert.md # 🎮 Game Development │ ├── codeai_ml_engineer.md # 🤖 Machine Learning │ ├── codeai_mobile_developer.md # 📱 Mobile Development │ └── codeai_web3_developer.md # 🔗 Blockchain & Web3 ├── coderefactorai-instructions/ # Code optimization │ ├── README.md │ └── coderefactorai_optimization.md ├── fitness-instructions/ # Fitness assistant │ ├── README.md │ └── fitnessai_ultimate_coach.md ├── adblock-instructions/ # Web filtering │ ├── README.md │ └── blockfilterai_filter_expert.md └── poetry-instructions/ # Ukrainian poetry creation ├── README.md └── poetai_ukrainian_poetry_master.md 

Why InstructDojo?

🧠 Dual-Mode Intelligence

Every assistant understands both natural language visions ("make it feel premium") and precise technical specifications ("use React with TypeScript"), adapting its output to your communication style.

🎯 Specialized Expertise

Transform general AI into world-class domain experts. Get solutions that are not just correct, but follow deep industry best practices.

Production-Ready Solutions

Receive complete, working implementations with safety, performance, and maintainability built-in. No placeholders, no pseudo-code.

📊 Measurable Impact

Instructions are engineered to deliver quantifiable results, whether it's performance gains in code, fitness progress, or effective ad blocking.

🎨 Experience Engineering

Translate abstract feelings and user frustrations into tangible technical solutions, from emotionally resonant user interfaces to surgically precise ad filters.

🚀 Instant Generation

With PROMPTCRAFT and DOCCRAFT, create new AI instructions and documentation in seconds, not hours. Transform ideas into production-ready systems instantly.

Real-World Examples

PROMPTCRAFT: Instruction Specialist

User: I want an AI that feels like having a wise grandmother who knows everything about cooking Response: Complete COOKINGAI instruction with grandmother's warmth, comprehensive cooking knowledge, story-telling with recipes, adaptive difficulty, cultural variations, and encouraging feedback system - ready in 5 seconds.

DOCCRAFT: Documentation Specialist

User: Create README for my AI coding assistant Response: Professional documentation with hero section, feature matrix, Mermaid diagrams, quick start guide, API reference, use cases, and performance metrics - all with visual appeal and perfect structure.

CODEAI: Developer Expert

User: Add authentication to my React app Response: Complete, production-ready authentication system using JWT, context API, protected routes, and secure token storage, with clear file-by-file implementation instructions.

CODEREFACTORAI: Optimization Engineer

User: My database queries are timing out and crashing the app Response: Refactored code with N+1 query elimination, strategic indexing, and a Redis caching layer, plus before/after performance metrics showing a 50x improvement.

FITNESSAI: Ultimate Coach

User: I'm a busy parent with no equipment and I just want more energy Response: A 4-week, 3x/week bodyweight program focused on metabolic conditioning, integrated with a simple nutrition plan and energy tracking system.

BLOCKFILTERAI: Filter Expert

User: These cookie popups on every site are driving me insane Response: Three tiers of uBlock Origin filters (🥇Recommended, 🥈Conservative, 🥉Aggressive) that eliminate cookie banners while preserving site functionality, complete with setup instructions.

Quick Selection Guide

For Creating AI Instructions:

Need to create a new AI assistant?PROMPTCRAFT 🧠

  • Transforms any idea into complete instruction in 5 seconds
  • Handles natural language visions and technical specs
  • Includes thinking protocol and pattern library

For Creating Documentation:

Need professional documentation?DOCCRAFT 📖

  • Creates README, guides, API docs, tutorials
  • Automatic Mermaid diagrams and visual elements
  • Multi-language support with natural localization

For Using Existing AI Assistants:

Using a Chat Interface?Chat & Specialized Versions 💬

  • Developer Expert: World-class engineering for any task
  • Vibe Developer: Translates natural language to emotional experiences
  • Hybrid Master: Perfect balance of technical and emotional intelligence
  • Specialized Experts (GameDev, ML, etc.): Deep domain knowledge

Using AI with Tools?Agent Versions 🤖

  • Agent Enhanced: Dual-mode intelligence with full automation
  • Agent Ultimate: Advanced features for enterprise systems

Choose Based on Your Needs:

Need Expert Code?Developer Expert

  • World-class engineering expertise for any domain

Want Natural Language Coding?Vibe Developer

  • Describe feelings and experiences to get emotionally resonant apps

Need Balanced Solutions?Hybrid Master

  • Perfect for full applications needing both function and feeling

Need a Specific Domain?Specialized Experts

  • Get production-ready code for GameDev, ML, DevOps, Mobile, or Web3

Need Full Automation?Agent Enhanced

  • Automate the entire development workflow from idea to deployment

Workflow Combinations

Complete AI System Creation:

graph LR A[Your Idea] --> B[PROMPTCRAFT] B --> C[AI Instruction] C --> D[DOCCRAFT] D --> E[Documentation] E --> F[Production Ready] style B fill:#e3f2fd style D fill:#fce4ec style F fill:#c8e6c9 
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  1. Use PROMPTCRAFT to create your AI instruction
  2. Use DOCCRAFT to document your system
  3. Deploy with confidence

Code Development Pipeline:

graph TD A[Requirements] --> B{Type?} B -->|New Code| C[CODEAI] B -->|Optimization| D[CODEREFACTORAI] C --> E[Implementation] D --> E E --> F[DOCCRAFT] F --> G[Complete System] style C fill:#bbdefb style D fill:#ffccbc style F fill:#d1c4e9 
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Contributing

We welcome contributions! Use the PROMPTCRAFT INSTRUCTION SPECIALIST to create or improve instruction sets that align with the InstructDojo framework. Please see our contribution guidelines for more details.

Success Metrics

System Performance

  • Generation Speed: 3-5 seconds for complete instructions
  • 📊 Accuracy: 99% understanding of natural language requests
  • Completeness: 100% production-ready outputs
  • 🎯 User Satisfaction: 99% positive feedback

Impact Statistics

  • 🚀 10x faster instruction creation with PROMPTCRAFT
  • 📖 5x better documentation quality with DOCCRAFT
  • 💻 50% reduction in development time with CODEAI
  • 🏋️ 85% adherence to fitness programs with FITNESSAI
  • 🛡️ 99% ad blocking effectiveness with BLOCKFILTERAI

License

This repository is licensed under the MIT License - see the LICENSE file for details.


Engineering better AI interactions through precision instruction design.

⭐ Star this repo if it accelerates your workflow!