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.