hermes-atropos-environments

Build, test, and debug Hermes Agent RL environments integrating with the Atropos training loop.

78|16|Updated Apr 23, 2026
One-click install
npx skills add https://github.com/sheawinkler/hermes-agent-ultra --skill hermes-atropos-environments-sheawinkler
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: hermes-atropos-environments
Source: https://github.com/sheawinkler/hermes-agent-ultra/tree/main/optional-skills/mlops/hermes-atropos-environments
Command: npx skills add https://github.com/sheawinkler/hermes-agent-ultra --skill hermes-atropos-environments-sheawinkler

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Hermes RL environments often require tight integration with the Atropos training loop, HermesAgentBaseEnv, and tool-enabled evaluation to enable reproducible, end-to-end testing of RL policies.

Core Features & Use Cases

  • HermesAgentBaseEnv and related files (environments/hermes_base_env.py, environments/agent_loop.py, etc.)
  • Tool-context based evaluation, reward computation, and wandb logging for traceability
  • End-to-end evaluation using the full HermesAtropos loop via the serve/process/evaluate CLI modes
  • Cross-platform support for Linux, macOS, and Windows

Quick Start

Create an Atropos-ready Hermes RL environment by implementing HermesAgentBaseEnv in environments/hermes_base_env.py and wiring an evaluation loop that uses tools with wandb logging.

Frequently Asked Questions about hermes-atropos-environments

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build a Hermes RL environment that integrates with the Atropos training loop?

To build a Hermes RL environment, implement HermesAgentBaseEnv in environments/hermes_base_env.py and wire an evaluation loop that uses tools with wandb logging for traceability across serve, process, and evaluate CLI modes.

What methods are required to implement HermesAgentBaseEnv for Atropos?

HermesAgentBaseEnv requires setup, get_next_item, format_prompt, compute_reward, evaluate, and wandb_log methods, plus a config class and operator-facing CLI guidelines for end-to-end evaluation.

Can I run Hermes Atropos environments on Windows and macOS?

Yes, Hermes Atropos environments support cross-platform execution on Linux, macOS, and Windows, enabling consistent RL policy testing and tool-enabled evaluation across operating systems.

How does wandb logging work with Hermes RL environments?

Wandb logging in Hermes RL environments provides traceability for tool-context based evaluation and reward computation, capturing metrics throughout the serve, process, and evaluate CLI modes.

What is the best way to test Hermes agent environments with tool use end-to-end?

End-to-end testing of Hermes agent environments uses the full HermesAtropos loop via serve, process, and evaluate CLI modes, validating agent loop orchestration with tool use and reward functions.

Do I need a config class to set up a Hermes Atropos RL environment?

Yes, a config class is required alongside the HermesAgentBaseEnv implementation to satisfy setup requirements and enable operator-facing CLI guidelines for end-to-end evaluation.