🧪 Penelopa.ai: Continuous Improvement for Coding Agents

The direction here is quite interesting: Penelopa focuses on the continuous improvement of AI coding assistants. Instead of writing code directly, it sits in the background and analyzes how you interact with tools like Codex or Claude Code during real sessions. The hard part of using AI effectively is that developers often repeat the same error-correction loops or prompt patterns. This project tackles that by mining session logs for recurring workflow patterns and converting them into reusable skills, automated checks, and refined prompts. It acts more like a behavioral analytics engine for AI agents. For teams that heavily rely on AI-assisted coding, a tool that extracts best practices from daily interactions and feeds them back into the system offers a novel approach to boosting overall productivity.