$ Project.log
Prompt-timus Prime
8/13/2025
Josh Gimenes
Project Creator
$ cat description.md
Manually engineering the perfect prompt is a slow, frustrating, and expensive process of trial and error. Prompt-timus Prime automates this by treating prompt optimization as a science experiment. You provide a simple starting prompt and an example of a "good" output. Our system then takes over, creating generations of new prompt variations. It uses Comet to test each variation and score its performance, and a Weaviate vector database to build a "genetic memory" of what works. This creates a powerful feedback loop where the system learns from its own experience, evolving its prompts to become progressively more effective at achieving the user's goal for any given task.
$ links --show
View on GitHub
Demo Available
$ event --source
