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Auto-GPT/autogpts/forge/tutorials/005_adding_skills.md
2023-09-20 12:40:52 +02:00

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Skill Acquisition: Enhancing Your Agent's Capabilities

Introduction

  • Understanding the Importance of Skill Acquisition
  • The Concept of Skills in AutoGPT

Section 1: Identifying Necessary Skills

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

Section 2: Developing Skills for Your Agent

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

Section 3: Implementing and Executing Skills

  • Utilizing the Agent Protocol for Skill Implementation
  • Executing Skills: Task and Step Execution
  • Example: Developing and Executing a Skill using Task and Step Schemas

Section 4: Encoding Skills in Prompts for LLM Selection

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

Section 5: Testing and Debugging Skills

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

Conclusion

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

Additional Resources

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

Appendix

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