Auto-GPT/autogpts/forge/tutorials/005_adding_abilities.md

Ability Acquisition: Enhancing Your Agent's Capabilities

Introduction

• Understanding the Importance of Ability Acquisition
• The Concept of Abilities in AutoGPT

Section 1: Identifying Necessary Abilities

• Analyzing the Requirements for Your Agent
• Categorizing Abilities: Core vs. Supplementary

Section 2: Developing Abilities for Your Agent

• Integrating Existing Abilities from the Forge
• Developing Custom Abilities: A Step-by-step Guide

Section 3: Implementing and Executing Abilities

• Utilizing the Agent Protocol for Ability Implementation
• Executing Abilities: Task and Step Execution
• Example: Developing and Executing an Ability using Task and Step Schemas

Section 4: Encoding Abilities in Prompts for LLM Selection

• Understanding the Concept of Prompt Engineering
• Strategies for Effective Ability Encoding in Prompts
• Practical Examples: Encoding Various Abilities in Prompts

Section 5: Testing and Debugging Abilities

• Employing Test-Driven Development for Ability Testing
• Debugging Common Issues in Ability Implementation

Conclusion

• Recap of the Tutorial
• Preparing Your Agent for Ability Integration and Enhancement

Additional Resources

• Links to Documentation and Ability Development Guides
• Community Discussions on Ability Development

Appendix

• Examples of Ability Implementations
• Glossary of Ability-Related Terms