AGI basic building block in your terminal (github.com)

A new tool for enhancing AI conversations has emerged, allowing users to leverage Claude's self-analysis capabilities directly from the terminal. This tool analyzes conversation history, identifies friction points, and suggests improvements for existing configurations in the CLAUDE.md file. By utilizing session data and parallel agents, it offers a systematic approach to refining AI interactions for better performance. This development is significant for the AI/ML community as it promotes self-improvement in AI models, making them more user-friendly and effective over time. Users can easily initiate the self-improvement process by cloning the GitHub repository and applying suggested changes, which include frequency-ranked friction patterns, insights on what configurations work best, and potential new skills to build. This iterative review and application process empowers users to enhance their AI capabilities continuously, ensuring that systems like Claude not only learn from their mistakes but also evolve to meet user needs more adeptly.