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‎docs/environments.md‎

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# Environments
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The OpenEnv community has built a catalog of ready-to-run environments that cover deterministic smoke tests, full developer workflows, and multi-step reasoning challenges. Explore the surface area below and jump directly into the guides for each environment.
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<div class="environment-grid">
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<div class="environment-card">
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<div class="environment-card__body">
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<span class="environment-card__tag">Echo</span>
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<p class="environment-card__description">
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Minimal observation/action loop for verifying client integrations, CI pipelines, and onboarding flows in seconds.
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</p>
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</div>
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<div class="environment-card__links">
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<a class="environment-card__icon" href="/environments/echo/" aria-label="Echo docs">
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<svg viewBox="0 0 24 24" aria-hidden="true" focusable="false">
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<path d="M6 3c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h12c1.1 0 2-.9 2-2V9l-6-6H6zm8 1.5L18.5 9H14V4.5z" fill="currentColor"/>
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</svg>
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</a>
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<a class="environment-card__icon environment-card__icon--hf" href="https://huggingface.co/spaces/openenv/echo_env" target="_blank" rel="noreferrer noopener" aria-label="Echo on Hugging Face">
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<img src="https://huggingface.co/front/assets/huggingface_logo-noborder.svg" alt="" aria-hidden="true" />
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</a>
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</div>
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</div>
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<div class="environment-card">
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<div class="environment-card__body">
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<span class="environment-card__tag">Coding</span>
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<p class="environment-card__description">
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Secure sandbox with filesystem access and evaluation hooks for executing generated code and building autonomous dev workflows.
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</p>
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</div>
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<div class="environment-card__links">
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<a class="environment-card__icon" href="/environments/coding/" aria-label="Coding docs">
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<svg viewBox="0 0 24 24" aria-hidden="true" focusable="false">
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<path d="M6 3c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h12c1.1 0 2-.9 2-2V9l-6-6H6zm8 1.5L18.5 9H14V4.5z" fill="currentColor"/>
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</svg>
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</a>
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<a class="environment-card__icon environment-card__icon--hf" href="https://huggingface.co/spaces/openenv/coding_env" target="_blank" rel="noreferrer noopener" aria-label="Coding on Hugging Face">
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<img src="https://huggingface.co/front/assets/huggingface_logo-noborder.svg" alt="" aria-hidden="true" />
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</a>
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</div>
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</div>
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<div class="environment-card">
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<div class="environment-card__body">
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<span class="environment-card__tag">Chat</span>
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<p class="environment-card__description">
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Message-driven loop tailored for conversational agents that need structured turns, safety rails, and message attribution.
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</p>
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</div>
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<div class="environment-card__links">
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<a class="environment-card__icon" href="/environments/chat/" aria-label="Chat docs">
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<svg viewBox="0 0 24 24" aria-hidden="true" focusable="false">
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<path d="M6 3c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h12c1.1 0 2-.9 2-2V9l-6-6H6zm8 1.5L18.5 9H14V4.5z" fill="currentColor"/>
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</svg>
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</a>
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<a class="environment-card__icon environment-card__icon--hf" href="https://huggingface.co/spaces/openenv/chat_env" target="_blank" rel="noreferrer noopener" aria-label="Chat on Hugging Face">
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<img src="https://huggingface.co/front/assets/huggingface_logo-noborder.svg" alt="" aria-hidden="true" />
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</a>
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</div>
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</div>
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<div class="environment-card">
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<div class="environment-card__body">
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<span class="environment-card__tag">Atari</span>
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<p class="environment-card__description">
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Classic Arcade Learning Environment tasks packaged for fast benchmarking of reinforcement-learning style agents.
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</p>
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</div>
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<div class="environment-card__links">
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<a class="environment-card__icon" href="/environments/atari/" aria-label="Atari docs">
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<svg viewBox="0 0 24 24" aria-hidden="true" focusable="false">
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<path d="M6 3c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h12c1.1 0 2-.9 2-2V9l-6-6H6zm8 1.5L18.5 9H14V4.5z" fill="currentColor"/>
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</svg>
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</a>
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<a class="environment-card__icon environment-card__icon--hf" href="https://huggingface.co/spaces/openenv/atari_env" target="_blank" rel="noreferrer noopener" aria-label="Atari on Hugging Face">
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<img src="https://huggingface.co/front/assets/huggingface_logo-noborder.svg" alt="" aria-hidden="true" />
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</a>
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</div>
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</div>
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<div class="environment-card">
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<div class="environment-card__body">
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<span class="environment-card__tag">OpenSpiel</span>
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<p class="environment-card__description">
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Multi-agent, game-theory workloads powered by DeepMind’s OpenSpiel suite, ideal for search and self-play experiments.
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</p>
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</div>
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<div class="environment-card__links">
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<a class="environment-card__icon" href="/environments/openspiel/" aria-label="OpenSpiel docs">
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<svg viewBox="0 0 24 24" aria-hidden="true" focusable="false">
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<path d="M6 3c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h12c1.1 0 2-.9 2-2V9l-6-6H6zm8 1.5L18.5 9H14V4.5z" fill="currentColor"/>
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</svg>
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</a>
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<a class="environment-card__icon environment-card__icon--hf" href="https://huggingface.co/spaces/openenv/openspiel_env" target="_blank" rel="noreferrer noopener" aria-label="OpenSpiel on Hugging Face">
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<img src="https://huggingface.co/front/assets/huggingface_logo-noborder.svg" alt="" aria-hidden="true" />
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</a>
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</div>
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</div>
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<div class="environment-card">
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<div class="environment-card__body">
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<span class="environment-card__tag">SUMO-RL</span>
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<p class="environment-card__description">
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Traffic control scenarios with SUMO simulators for agents that reason about continuous control and scheduling.
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</p>
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</div>
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<div class="environment-card__links">
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<a class="environment-card__icon" href="/environments/sumo/" aria-label="SUMO-RL docs">
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<svg viewBox="0 0 24 24" aria-hidden="true" focusable="false">
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<path d="M6 3c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h12c1.1 0 2-.9 2-2V9l-6-6H6zm8 1.5L18.5 9H14V4.5z" fill="currentColor"/>
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</svg>
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</a>
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<a class="environment-card__icon environment-card__icon--hf" href="https://huggingface.co/spaces/openenv/sumo_rl_env" target="_blank" rel="noreferrer noopener" aria-label="SUMO-RL on Hugging Face">
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<img src="https://huggingface.co/front/assets/huggingface_logo-noborder.svg" alt="" aria-hidden="true" />
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</a>
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</div>
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</div>
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<div class="environment-card">
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<div class="environment-card__body">
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<span class="environment-card__tag">FinRL</span>
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<p class="environment-card__description">
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Financial market simulations with portfolio APIs, perfect for RLHF strategies and algorithmic trading experiments.
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</p>
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</div>
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<div class="environment-card__links">
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<a class="environment-card__icon" href="/environments/finrl/" aria-label="FinRL docs">
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<svg viewBox="0 0 24 24" aria-hidden="true" focusable="false">
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<path d="M6 3c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h12c1.1 0 2-.9 2-2V9l-6-6H6zm8 1.5L18.5 9H14V4.5z" fill="currentColor"/>
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</svg>
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</a>
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<a class="environment-card__icon environment-card__icon--hf" href="https://huggingface.co/spaces/openenv/finrl_env" target="_blank" rel="noreferrer noopener" aria-label="FinRL on Hugging Face">
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<img src="https://huggingface.co/front/assets/huggingface_logo-noborder.svg" alt="" aria-hidden="true" />
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</a>
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</div>
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</div>
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<div class="environment-card">
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<div class="environment-card__body">
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<span class="environment-card__tag">TextArena</span>
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<p class="environment-card__description">
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Multi-task text arena for language-game competitions such as Wordle, reasoning puzzles, and program synthesis.
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</p>
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</div>
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<div class="environment-card__links">
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<a class="environment-card__icon" href="/environments/textarena/" aria-label="TextArena docs">
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<svg viewBox="0 0 24 24" aria-hidden="true" focusable="false">
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<path d="M6 3c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h12c1.1 0 2-.9 2-2V9l-6-6H6zm8 1.5L18.5 9H14V4.5z" fill="currentColor"/>
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</svg>
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</a>
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<a class="environment-card__icon environment-card__icon--hf" href="https://huggingface.co/spaces/openenv/textarena_env" target="_blank" rel="noreferrer noopener" aria-label="TextArena on Hugging Face">
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<img src="https://huggingface.co/front/assets/huggingface_logo-noborder.svg" alt="" aria-hidden="true" />
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</a>
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</div>
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</div>
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<div class="environment-card">
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<div class="environment-card__body">
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<span class="environment-card__tag">Git</span>
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<p class="environment-card__description">
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Teaches agents to navigate repositories, inspect diffs, and land changes via Git-native operations.
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</p>
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</div>
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<div class="environment-card__links">
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<a class="environment-card__icon" href="/environments/git/" aria-label="Git docs">
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<svg viewBox="0 0 24 24" aria-hidden="true" focusable="false">
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<path d="M6 3c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h12c1.1 0 2-.9 2-2V9l-6-6H6zm8 1.5L18.5 9H14V4.5z" fill="currentColor"/>
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</svg>
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</a>
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<a class="environment-card__icon environment-card__icon--hf" href="https://huggingface.co/spaces/openenv/git_env" target="_blank" rel="noreferrer noopener" aria-label="Git on Hugging Face">
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<img src="https://huggingface.co/front/assets/huggingface_logo-noborder.svg" alt="" aria-hidden="true" />
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</a>
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</div>
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</div>
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<div class="environment-card">
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<div class="environment-card__body">
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<span class="environment-card__tag">DIPG Safety</span>
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<p class="environment-card__description">
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Safety-critical diagnostics from the DIPG benchmark, highlighting guardrails, adversarial prompts, and risk scoring.
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</p>
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</div>
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<div class="environment-card__links">
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<a class="environment-card__icon" href="/environments/dipg/" aria-label="DIPG Safety docs">
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<svg viewBox="0 0 24 24" aria-hidden="true" focusable="false">
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<path d="M6 3c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h12c1.1 0 2-.9 2-2V9l-6-6H6zm8 1.5L18.5 9H14V4.5z" fill="currentColor"/>
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</svg>
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</a>
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<a class="environment-card__icon environment-card__icon--hf" href="https://huggingface.co/spaces/openenv/dipg_safety_env" target="_blank" rel="noreferrer noopener" aria-label="DIPG Safety on Hugging Face">
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<img src="https://huggingface.co/front/assets/huggingface_logo-noborder.svg" alt="" aria-hidden="true" />
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</a>
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</div>
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</div>
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</div>
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> Want to publish your own environment? Head over to the [Build Your Own Environment](environment-builder.md) guide for a step-by-step walkthrough.

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