openenv/pr_1069/en/llms.txt

# Openenv

## Docs

- [Contributing to OpenEnv](https://huggingface.co/docs/openenv/pr_1069/contributing.md)
- [Environments](https://huggingface.co/docs/openenv/pr_1069/environments.md)
- [OpenEnv: Agentic Execution Environments](https://huggingface.co/docs/openenv/pr_1069/index.md)
- [Getting Started](https://huggingface.co/docs/openenv/pr_1069/getting-started.md)
- [Concepts](https://huggingface.co/docs/openenv/pr_1069/guides/concepts.md)
- [Custom Web UI](https://huggingface.co/docs/openenv/pr_1069/guides/customizing-web-ui.md)
- [Your First Environment](https://huggingface.co/docs/openenv/pr_1069/guides/first-environment.md)
- [Auto-Discovery](https://huggingface.co/docs/openenv/pr_1069/guides/auto-discovery.md)
- [RL Framework Integration](https://huggingface.co/docs/openenv/pr_1069/guides/rl-integration.md)
- [Runtime Providers](https://huggingface.co/docs/openenv/pr_1069/guides/runtime-providers.md)
- [Reward Design](https://huggingface.co/docs/openenv/pr_1069/guides/rewards.md)
- [Async vs Sync Usage](https://huggingface.co/docs/openenv/pr_1069/guides/async-sync.md)
- [MCP Environment Lifecycle](https://huggingface.co/docs/openenv/pr_1069/guides/mcp-environment-lifecycle.md)
- [Connecting to Servers](https://huggingface.co/docs/openenv/pr_1069/guides/connecting.md)
- [Simulation vs Production Mode](https://huggingface.co/docs/openenv/pr_1069/guides/simulation-vs-production.md)
- [Coding Agent Training with TRL (Pi)](https://huggingface.co/docs/openenv/pr_1069/tutorials/pi-agent-grpo.md)
- [OpenEnv: Production RL Made Simple](https://huggingface.co/docs/openenv/pr_1069/tutorials/openenv-tutorial.md)
- [Rubrics: Composable Reward Computation](https://huggingface.co/docs/openenv/pr_1069/tutorials/rubrics.md)
- [BrowserGym Harness Rollouts](https://huggingface.co/docs/openenv/pr_1069/tutorials/browsergym-harness.md)
- [End-to-end OpenEnv walkthrough: train a reasoning agent with GRPO](https://huggingface.co/docs/openenv/pr_1069/tutorials/end-to-end-walkthrough.md)
- [Tutorials](https://huggingface.co/docs/openenv/pr_1069/tutorials/index.md)
- [RL Training with OpenEnv: 2048 Game](https://huggingface.co/docs/openenv/pr_1069/tutorials/rl-training-2048.md)
- [MCP Tools in OpenEnv Environments](https://huggingface.co/docs/openenv/pr_1069/tutorials/mcp-environment.md)
- [Collecting rollouts with OpenEnv for supervised training](https://huggingface.co/docs/openenv/pr_1069/tutorials/sft-warmup.md)
- [OpenEnv Wordle with GRPO using TRL](https://huggingface.co/docs/openenv/pr_1069/tutorials/wordle-grpo.md)
- [Evaluating agents with Inspect AI](https://huggingface.co/docs/openenv/pr_1069/tutorials/evaluation-inspect.md)
- [kernrl](https://huggingface.co/docs/openenv/pr_1069/environments/kernrl.md)
- [Coding Environment](https://huggingface.co/docs/openenv/pr_1069/environments/coding.md)
- [Echo Environment](https://huggingface.co/docs/openenv/pr_1069/environments/echo.md)
- [Snake Environment](https://huggingface.co/docs/openenv/pr_1069/environments/snake.md)
- [dm_control OpenEnv Environment](https://huggingface.co/docs/openenv/pr_1069/environments/dm_control.md)
- [TextArena Environment](https://huggingface.co/docs/openenv/pr_1069/environments/textarena.md)
- [CARLA Environment for OpenEnv](https://huggingface.co/docs/openenv/pr_1069/environments/carla.md)
- [TB2 Environment (Terminal-Bench 2)](https://huggingface.co/docs/openenv/pr_1069/environments/tbench2.md)
- [BrowserGym Environment](https://huggingface.co/docs/openenv/pr_1069/environments/browsergym.md)
- [Chess Environment](https://huggingface.co/docs/openenv/pr_1069/environments/chess.md)
- [Pi Environment for OpenEnv](https://huggingface.co/docs/openenv/pr_1069/environments/pi.md)
- [OpenCode Environment for OpenEnv](https://huggingface.co/docs/openenv/pr_1069/environments/opencode.md)
- [QED Math Environment](https://huggingface.co/docs/openenv/pr_1069/environments/qed_math.md)
- [Calendar Environment](https://huggingface.co/docs/openenv/pr_1069/environments/calendar.md)
- [SUMO-RL Environment](https://huggingface.co/docs/openenv/pr_1069/environments/sumo.md)
- [Grid World Environment](https://huggingface.co/docs/openenv/pr_1069/environments/grid_world.md)
- [Unity ML-Agents Environment](https://huggingface.co/docs/openenv/pr_1069/environments/unity.md)
- [Agent World Model](https://huggingface.co/docs/openenv/pr_1069/environments/agent_world_model.md)
- [OpenSpiel Environment](https://huggingface.co/docs/openenv/pr_1069/environments/openspiel.md)
- [FinRL Environment](https://huggingface.co/docs/openenv/pr_1069/environments/finrl.md)
- [Reasoning Gym Environment](https://huggingface.co/docs/openenv/pr_1069/environments/reasoning_gym.md)
- [Atari Environment](https://huggingface.co/docs/openenv/pr_1069/environments/atari.md)
- [Chat Environment](https://huggingface.co/docs/openenv/pr_1069/environments/chat.md)
- [FinQA Environment](https://huggingface.co/docs/openenv/pr_1069/environments/finqa.md)
- [Terminus Environment](https://huggingface.co/docs/openenv/pr_1069/environments/terminus.md)
- [DIPG Safety Environment (DIPGSafetyEnv)](https://huggingface.co/docs/openenv/pr_1069/environments/dipg.md)
- [Maze Environment](https://huggingface.co/docs/openenv/pr_1069/environments/maze.md)
- [sophistry_bench_sprint_env](https://huggingface.co/docs/openenv/pr_1069/environments/sophistry_bench_sprint.md)
- [Git Environment](https://huggingface.co/docs/openenv/pr_1069/environments/git.md)
- [OpenApp Environment](https://huggingface.co/docs/openenv/pr_1069/environments/openapp.md)
- [Julia Environment](https://huggingface.co/docs/openenv/pr_1069/environments/julia.md)
- [Web Search Environment](https://huggingface.co/docs/openenv/pr_1069/environments/websearch.md)
- [Jupyter Environment](https://huggingface.co/docs/openenv/pr_1069/environments/jupyter.md)
- [Connect4 Environment](https://huggingface.co/docs/openenv/pr_1069/environments/connect4.md)
- [Coding Tools Environment](https://huggingface.co/docs/openenv/pr_1069/environments/coding_tools.md)
- [REPL Environment for OpenEnv](https://huggingface.co/docs/openenv/pr_1069/environments/repl.md)
- [🌲 Wildfire Environment](https://huggingface.co/docs/openenv/pr_1069/environments/wildfire.md)
- [Pelican SVG Environment](https://huggingface.co/docs/openenv/pr_1069/environments/pelican_svg.md)
- [Packaging & Deploying](https://huggingface.co/docs/openenv/pr_1069/getting_started/environment-builder.md)
- [Contributing to Hugging Face](https://huggingface.co/docs/openenv/pr_1069/getting_started/contributing-envs.md)
- [Core API](https://huggingface.co/docs/openenv/pr_1069/reference/core.md)
- [API Reference](https://huggingface.co/docs/openenv/pr_1069/reference/index.md)
- [CLI](https://huggingface.co/docs/openenv/pr_1069/reference/cli.md)