JACoB PR for Issue Create a Function to Generate a Custom AI System Prompt from Project-Level Research

[jacob-ai-bot[bot]]

Summary:

Description

We need to develop a new function that generates a custom system prompt for our AI code generator, tailored to specific use cases based on the project's research data. This function should:

• Input: Accept project-level research data.
• Process: Summarize the research into a long, detailed prompt that provides explicit instructions on how various elements of the code should be written.
• Output: Produce a custom system prompt that can guide the AI in generating code aligned with the project's requirements.

The goal is to transform the existing research into a structured prompt that the AI can use to create code that meets our specific needs.

For clarity, please include an example within the function's documentation to illustrate how the research is converted into the prompt format.

Note: At this stage, the function should be created and adequately documented but not integrated or wired into other parts of the application.

Expected Outcome

• A new function that:

  • Accepts project-level research data as input.
  • Generates a detailed system prompt based on this research.
  • Includes documentation with an example of the prompt structure.

• The function is standalone and not connected to other application components.

• Clear documentation is provided to assist with future integration and usage. @jacob-ai-bot --skip-build

Plan:

Step 1: Edit /src/server/utils/research.ts

Task: Add function to generate custom AI system prompt from project-level research

Instructions: In the file /src/server/utils/research.ts, create a new function named generateCustomAISystemPrompt. This function should:

• Input: Accept project-level research data as an array of Research objects.
• Process: Iterate over the research data and summarize it into a detailed prompt. The prompt should provide explicit instructions on how various elements of the code should be written, based on the insights from the research.
• Output: Return the custom system prompt as a string that can guide the AI in generating code aligned with the project's requirements.

Additionally, include comprehensive documentation for the function:

• Explain the purpose of the function, its parameters, and its return value.
• Provide an example within the documentation illustrating how the research data is converted into the prompt format.

Exit Criteria: The generateCustomAISystemPrompt function exists in /src/server/utils/research.ts, accepts project-level research data as input, processes it into a detailed system prompt, and includes documentation with an example demonstrating the prompt structure.

[jacob-ai-bot[bot]]

Hello human! 👋

This PR was created by JACoB to address the issue Create a Function to Generate a Custom AI System Prompt from Project-Level Research

Next Steps

1. Please review the PR carefully. Auto-generated code can and will contain subtle bugs and mistakes.

2. If you identify code that needs to be changed, please reject the PR with a specific reason. Be as detailed as possible in your comments. JACoB will take these comments, make changes to the code and push up changes. Please note that this process will take a few minutes.

3. Once the code looks good, approve the PR and merge the code.