Automating Workflows with Hermes Agent and Claude Code
AI LABSgo watch the original →
the gist
The Hermes agent provides a self-evolving skill system and persistent memory that, when connected to Claude Code via MCP, enables autonomous, recurring workflows like automated PRD generation and continuous health monitoring.
The Self-Evolving Skill System
The Hermes agent, developed by Nous Research, distinguishes itself from other agents through a persistent memory architecture and a self-evolving skill system. Unlike agents that allow memory files to grow indefinitely, Hermes enforces token limits on user.md and memory.md files. When these limits are reached, the agent evaluates the content and prunes non-essential information to maintain focus within the context window. Reusable workflows identified during interactions are automatically converted into skills, which are stored and maintained via a centralized Skill Hub that performs security scans on all scripts.
Integrating Hermes with Claude Code
Hermes can be configured to run as an MCP (Model Context Protocol) server, allowing other tools like Claude Code to access its capabilities. By running hermes mcp serve, the agent becomes available to external clients. Integrating this into a development environment involves adding the Hermes MCP configuration to the mcp.json file, either at the project level or globally within the ~/.claude directory. This connection allows Claude Code to leverage Hermes's persistent memory and skill library, bridging the gap between autonomous task execution and long-term project context.
Advanced Automation Use Cases
- Dynamic PRD Generation: Hermes can be configured to monitor a Slack project channel via a cron job. It extracts requirements from team discussions to build and maintain a living PRD skill. This ensures that as requirements evolve, the PRD remains updated and accessible within the agent's context window.
- Continuous Health Checks: For deployed applications, Hermes can execute scheduled health checks. If the agent detects an issue, it can trigger Claude Code to implement fixes. By syncing these skills back to the local project repository, the agent ensures that the codebase and the monitoring logic remain synchronized.
- Non-Interactive Execution: Hermes can trigger Claude Code in non-interactive mode to execute features or fixes autonomously, provided the agent has been granted the necessary permissions and context.