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JevMade field notes / Architecture and workflow guide

How to add fast decision tools to an AI assistant safely

This guide explains how to connect an AI assistant to a tool that makes fast choices. You will learn how to test these decisions safely and ensure the software keeps working if the connection fails.

Original by kerpopuleAgent workflows

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Credits

“Hermes Jev Skills” by kerpopule. Read the original source.

This expanded guide is an AI-narrated adaptation prepared by JevMade. It expands the source’s essential ideas, examples and caveats in JevMade’s own words and is not a word-for-word reading. The synthetic voice does not imitate the author or imply their endorsement.

Our summary

This project connects an AI assistant to Jev, an AI tool that chooses from options rather than writing an answer. People use it to save time and money by letting Jev handle simple choices, like sorting incoming messages or finding saved instructions, while the main assistant handles complex writing.

The software connects using an API key, which is a private access code kept safely on your computer. It sends a list of options to the decision tool, and the tool picks the best choice. To protect privacy, the system removes sensitive details before sending any text for review.

This setup is useful for people managing busy AI assistants, but it requires careful testing. The authors recommend running new features silently to check the choices before allowing the software to act. If the decision tool breaks, the system is built to ignore it and continue using its original settings.

Key takeaways

  1. Test new decision tools by logging their choices silently before letting them control the software.
  2. Always measure results, as the authors found that some summarized conversation handoffs actually lost important information.
  3. Set up safe defaults so your assistant keeps working normally if the decision tool stops responding.

The repository authors reported the behavior and measurements in this guide. The reviewer inspected the source documents but did not run the software to verify the results.

Repository README and documentation · Source reviewed

Read the original guide Opens the author’s site in a new tab.