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OpenShell

GitHub License PyPI

OpenShell is the safe, private runtime for autonomous AI agents. It provides sandboxed execution environments that protect your data, credentials, and infrastructure — governed by declarative YAML policies that prevent unauthorized file access, data exfiltration, and uncontrolled network activity.

Quickstart

Prerequisites

  • Docker — Docker Desktop (or a Docker daemon) must be running.
  • Python 3.12+
  • uv 0.9+

Install

From PyPI (recommended):

uv pip install openshell

From a pre-built binary:

curl -L https://github.com/NVIDIA/OpenShell/releases/latest/download/openshell-$(uname -s)-$(uname -m) -o openshell
chmod +x openshell
sudo mv openshell /usr/local/bin/

Create a sandbox

openshell sandbox create -- claude  # or opencode, codex, --from openclaw

A gateway cluster is created automatically on first use. To deploy on a remote host instead, use openshell gateway start --remote user@host.

The sandbox container includes the following tools by default:

Category Tools
Agent claude, opencode, codex
Language python (3.12), node (22)
Developer gh, git, vim, nano
Networking ping, dig, nslookup, nc, traceroute, netstat

Protection Layers

OpenShell applies defense in depth across four policy domains:

Layer What it protects When it applies
Filesystem Prevents reads/writes outside allowed paths. Locked at sandbox creation.
Network Blocks unauthorized outbound connections. Hot-reloadable at runtime.
Process Blocks privilege escalation and dangerous syscalls. Locked at sandbox creation.
Inference Reroutes model API calls to controlled backends. Hot-reloadable at runtime.

Policies are declarative YAML files. Static sections (filesystem, process) are locked at creation; dynamic sections (network, inference) can be hot-reloaded on a running sandbox with openshell policy set.

Supported Agents

Agent Source Notes
Claude Code Built-in Works out of the box. Requires ANTHROPIC_API_KEY.
OpenCode Built-in Add opencode.ai endpoint and OpenCode binary paths to the policy for full functionality.
Codex Built-in Requires a custom policy with OpenAI endpoints and Codex binary paths. Requires OPENAI_API_KEY.
OpenClaw Community Launch with openshell sandbox create --from openclaw.

How It Works

OpenShell runs as a K3s Kubernetes cluster inside a Docker container. Each sandbox is an isolated pod with policy-enforced egress routing.

Component Role
Gateway Control-plane API that coordinates sandbox lifecycle and acts as the auth boundary.
Sandbox Isolated runtime with container supervision and policy-enforced egress routing.
Policy Engine Enforces filesystem, network, and process constraints from application layer down to kernel.
Privacy Router Privacy-aware LLM routing that keeps sensitive context on sandbox compute.

Every outbound connection is intercepted: the policy engine either allows it (destination and binary match a policy block), routes it for inference (strips credentials, injects backend credentials, forwards to the managed model), or denies it (blocked and logged).

Key Commands

Command Description
openshell sandbox create -- <agent> Create a sandbox and launch an agent.
openshell sandbox connect [name] SSH into a running sandbox.
openshell sandbox list List all sandboxes.
openshell sandbox delete <name> Delete a sandbox.
openshell provider create --type claude --from-existing Create a credential provider from env vars.
openshell policy set <name> --policy file.yaml Apply or update a policy on a running sandbox.
openshell policy get <name> Show the active policy.
openshell inference set --provider <p> --model <m> Configure the inference.local endpoint.
openshell logs [name] --tail Stream sandbox logs.
openshell term Launch the real-time dashboard.

See the full CLI reference for all commands, flags, and environment variables.

Community Sandboxes and BYOC

Use --from to create sandboxes from the OpenShell Community catalog, a local directory, or a container image:

openshell sandbox create --from openclaw           # community catalog
openshell sandbox create --from ./my-sandbox-dir   # local Dockerfile
openshell sandbox create --from registry.io/img:v1 # container image

See the community sandboxes catalog and the BYOC example for details.

Learn More

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