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AI Workflow Documentation
This document provides an overview of the AI-assisted development workflows for this plugin.
Introduction to AI-Assisted Development
AI-assisted development uses artificial intelligence tools to help with coding, documentation, testing, and other development tasks. This plugin is designed to work seamlessly with AI assistants to make development faster and more efficient.
Setting Up Your AI Environment
Required Files
To get the most out of AI-assisted development, make sure to include these files in your AI IDE context:
- .ai-assistant.md: Contains essential information about the project structure and conventions
- .ai-workflows/: Directory containing detailed workflow documentation for common tasks
Pinning Files in AI IDEs
For the best results, pin these files in your AI IDE chat context:
- Claude: Use the "Pin" feature to keep files in context
- GitHub Copilot: Use the "Pin" feature in the chat interface
- ChatGPT: Use the "Pin" feature in the Advanced Data Analysis mode
- Other AI IDEs: Refer to your specific IDE's documentation for pinning files
AI Workflow Files
The .ai-workflows/ directory contains detailed guides for common development tasks:
- plugin-customization.md: Guide for customizing the plugin for specific needs
- feature-development.md: Workflow for developing new features
- bug-fixing.md: Process for identifying and fixing bugs
- testing.md: Guide for writing and running tests
- documentation.md: Workflow for updating documentation
- release-process.md: Steps for creating new releases
- wiki-documentation.md: Guide for maintaining wiki documentation
Using the Starter Prompt
The Starter Prompt is a comprehensive guide for AI tools to help customize the template for your specific plugin. It includes:
- Project Overview: Description of the plugin and its purpose
- Customization Steps: Detailed steps for customizing the template
- File Structure: Overview of the plugin's file structure
- Coding Standards: Guidelines for code style and quality
- Testing Requirements: Instructions for testing the plugin
AI-Assisted Development Workflows
Customizing the Plugin
- Open your AI IDE and pin the
.ai-assistant.mdfile and.ai-workflows/directory - Provide the Starter Prompt to the AI
- Follow the AI's guidance to customize the plugin
- Review and test the changes
Developing New Features
- Define the feature requirements
- Ask the AI to help design the feature
- Implement the feature with AI assistance
- Write tests for the feature
- Update documentation
Fixing Bugs
- Describe the bug to the AI
- Ask the AI to help identify the cause
- Implement the fix with AI assistance
- Write tests to prevent regression
- Update documentation if necessary
Writing Tests
- Describe the functionality to be tested
- Ask the AI to help write unit tests
- Ask the AI to help write end-to-end tests
- Run the tests and fix any issues
Updating Documentation
- Describe the changes that need documentation
- Ask the AI to help update the relevant documentation files
- Review and refine the documentation
Best Practices for AI-Assisted Development
- Be Specific: Provide clear, detailed instructions to the AI
- Review Carefully: Always review AI-generated code before committing
- Iterative Approach: Work with the AI in small, iterative steps
- Provide Context: Keep relevant files in the AI's context
- Ask Questions: If you're unsure about something, ask the AI to explain
- Test Thoroughly: Always test AI-generated code
Troubleshooting AI Assistance
If you encounter issues with AI assistance:
- Refresh Context: Sometimes the AI may lose context. Try refreshing the conversation or repinning files
- Be More Specific: Provide more detailed instructions
- Break Down Tasks: Divide complex tasks into smaller, manageable parts
- Provide Examples: Show examples of what you want
- Try Different Approaches: If one approach doesn't work, try a different one
Conclusion
AI-assisted development can significantly speed up your workflow and improve code quality. By following these guidelines and using the provided AI workflow documentation, you can make the most of AI tools in your development process.