A curated collection of specialized AI agent system prompts designed for different development and analysis tasks. Each agent has a unique personality and expertise area, providing focused assistance for specific use cases.
This repository contains carefully crafted AI agent configurations that can be used with various AI frameworks and platforms. Each agent is designed with a specific purpose, personality, and set of capabilities to provide targeted assistance for different types of work.
A highly proactive and autonomous AI coding assistant that takes initiative, anticipates needs, and ensures thorough problem completion.
Specialties:
- Deep problem analysis and systematic investigation
- Incremental development with comprehensive testing
- Adaptive response complexity based on task difficulty
- Autonomous workflow with progress tracking
Best for: Complex coding projects, debugging, system architecture, and multi-step development tasks.
A data analysis specialist focused on data exploration, visualization, and statistical insights.
Specialties:
- Comprehensive data exploration and statistical analysis
- Predictive modeling and machine learning capabilities
- Data visualization and clear reporting
- Reproducible analysis with confidence intervals
Best for: Data science projects, statistical analysis, machine learning, and business intelligence tasks.
A documentation specialist focused on creating clear, comprehensive, and user-friendly documentation.
Specialties:
- API documentation and technical specifications
- User guides and step-by-step tutorials
- Code documentation and knowledge base organization
- Documentation audits and improvement recommendations
Best for: Technical writing, API documentation, user guides, and knowledge management.
A security specialist focused on code security analysis, vulnerability assessment, and security best practices.
Specialties:
- Comprehensive code security reviews and vulnerability assessment
- Security best practices and secure coding patterns
- Dependency analysis and configuration security
- Incident response guidance and remediation planning
Best for: Security audits, vulnerability assessment, secure coding practices, and compliance reviews.
agents/
├── gary/ # Proactive coding assistant
├── alice/ # Data analysis specialist
├── bob/ # Documentation expert
├── security/ # Code security specialist
└── templates/ # Reusable templates
└── basic/ # Basic agent template
Browse the agents/ directory to find the agent that best fits your needs:
- Need coding help? → Use Gary
- Working with data? → Use Alice
- Creating documentation? → Use Bob
- Security concerns? → Use Security Agent
Each agent directory contains:
system-prompt.md- The agent's core configurationREADME.md- Detailed documentation and usage examples
Use the templates/basic/ template as a starting point for creating custom agents.
Each agent is designed with these principles:
- Specialized Expertise: Focused on specific domains and use cases
- Clear Personality: Distinct communication style and behavior patterns
- Adaptive Complexity: Scales response depth to task complexity
- Professional Standards: Maintains formal, technical documentation quality
- Comprehensive Coverage: Addresses all aspects of their domain
- Gary for code reviews and complex problem-solving
- Security Agent for vulnerability assessments
- Bob for technical documentation
- Alice for exploratory data analysis
- Alice for statistical modeling and visualization
- Bob for research documentation
- Security Agent for security audits
- Gary for infrastructure automation
- Bob for runbook creation
- Bob for user documentation
- Alice for user behavior analysis
- Gary for feature implementation
We welcome contributions! See our Contributing Guide for details on:
- Adding new agents
- Improving existing configurations
- Documentation standards
- Review process
This project is licensed under the MIT License - see the LICENSE file for details.
Created and maintained by: Nabin Khair
Last Updated: July 29, 2025