hermes-dojo

What problem does it solve?

It streamlines the process of analyzing agent performance, identifying weaknesses, and automatically creating or patching skills to improve success rates.

Core Features & Use Cases

• Performance Monitoring: Reads session logs and detects recurring failures and skill gaps.
• Automated Skill Patching & Creation: Uses Hermes skill management tools to update or generate skills based on identified issues.
• Self-Evolution: Runs DSPy-based optimization (GEPA) on weak skills to enhance reliability.
• Reporting & Tracking: Generates reports and maintains a learning curve over time for ongoing progress assessment.
• Use Case: Deploy this system overnight to continuously improve your Hermes Agent with minimal manual intervention.

Quick Start

Clone the repository, install the dependencies, then execute the demo script to seed data, analyze, fix issues, and view reports in one command.