AIgent Orange

AI project template for AI Agentic Development

Credit

Full credit for starting this project and developing this workflow goes to John at Generaite Labs: https://generaitelabs.com/one-agentic-coding-workflow-to-rule-them-all/

I decided to try out this workflow and thought it would be nice to have a github project template to start with and used his prompts and file structure to start with. I've distilled his article in this README but for a full explanation, please visit his blog. Kudos John! He has great articles that I encourage everyone to check out at https://generaitelabs.com/blog/.

Usage

1. Write up a project brief - a high level overview of the application.
   • Vision of project
   • Features
     • description of feature
     • when (what phase) it will be implemented in the project
   • Overall architecture
   • Entities
   • Business Rules
   • Success Metrics
   • Any other technical details
2. Technical Implementation Plan
   • Detail models
   • Libraries used
   • Interfaces
   • Services
3. Dependency Analysis
   • Ask model to find dependency problems
4. TODO list
   • Ask AI to generate initial todo list from implementation plan
   • Markdown file with checkmarks
5. Start Coding Loop
   • Reference all included files that the LLM needs to keep project context:
     1. @project_folder
     2. @memory
     3. @TODO
     4. @GUIDELINES
     5. @REVIEW
   • Prompt AI:

       Continue working on the project in @project_folder. Follow the development guidelines in @development guidelines, and remember everything in @memory.
   

Tips

• Use a good model
• Make a good plan
• Keep chats small