Menu

Individual skill

zorro-atropos-environments

0upvotes

Build, test, and debug Zorro Agent RL environments for Atropos training. Covers the ZorroAgentBaseEnv interface, reward functions, agent loop integration, evaluation with tools, wandb logging, and the three CLI modes (serve/process/evaluate). Use when creating, reviewing, or fixing RL environments in the zorro-agent repo.

optional-skills/mlops/hermes-atropos-environments/SKILL.md

Read pinned source

Source commit ddb83fda4d5fc006a32b185220fbbf1d039cc037

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
No
Repository scan complete
No
Skill scan complete
No
Observed behavior
Not checked yet
Last checked
Nov 6, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
10
Repository last updated
Apr 14, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# Zorro Agent Atropos Environments

Guide for building RL environments in the zorro-agent repo that integrate with the Atropos training framework.

## Architecture Overview

```
Atropos BaseEnv (atroposlib/envs/base.py)
    └── ZorroAgentBaseEnv (environments/zorro_base_env.py)
            ├── Handles agent loop orchestration
            ├── Handles tool resolution per group
            ├── Handles ToolContext for reward verification
            └── YOUR ENVIRONMENT (environments/your_env.py)
                    Only implements: setup, get_next_item, format_prompt,
Back to top