mcpbeat

Openshell CLI

nvidia/openshell-cli

Guide agents through using the OpenShell CLI (openshell) for sandbox management, gateway registration, provider configuration and refresh, policy iteration, settings, service exposure, BYOC workflows, and inference routing. Covers basic through advanced multi-step workflows. Trigger keywords - openshell, sandbox create, sandbox exec, sandbox connect, logs, provider create, provider profile, provider refresh, policy set, policy get, settings, service expose, forward, port forward, BYOC, bring your own container, inference, use openshell, run openshell, CLI usage, manage sandbox, manage provider, gateway add, gateway select.

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Install

one command, takes just this skill from the repository
npx skills add https://github.com/NVIDIA/OpenShell --skill openshell-cli

What comes with it

23 168 bytes besides the instruction
cli-reference.md

The instruction itself

46 sections, as written by the author

OpenShell CLI

Guide agents through using the openshell CLI for sandbox and platform management -- from basic operations to advanced multi-step workflows.

Overview

The OpenShell CLI (openshell) is the primary interface for managing sandboxes, providers, policies, settings, exposed services, inference routes, and gateway registrations. Gateway service lifecycle is handled outside the CLI by packages, systemd, Helm, or development tasks. This skill teaches agents how to orchestrate CLI commands for common and complex workflows.

Companion skill: For creating or modifying sandbox policy YAML content (network rules, L7 inspection, access presets), use the generate-sandbox-policy skill. This skill covers the CLI *commands* for the policy lifecycle; generate-sandbox-policy covers policy *content authoring*.

Self-teaching: The CLI has comprehensive built-in help. When you encounter a command or option not covered in this skill, walk the help tree:

openshell --help                    # Top-level commands
openshell <group> --help            # Subcommands in a group
openshell <group> <cmd> --help      # Flags for a specific command

This is your primary fallback. Use it freely -- the CLI's help output is authoritative and always up-to-date.

Prerequisites

  • openshell is on the PATH (install via cargo install --path crates/openshell-cli)
  • A reachable OpenShell gateway backed by Docker, Podman, Kubernetes, or the experimental VM driver
  • Docker is running only when using BYOC local builds or Docker-backed development workflows
  • For Kubernetes deployments: kubectl and Helm access to the target cluster

Command Reference

See cli-reference.md for the current command tree and commonly used flags. Use it as a quick-reference, then confirm uncommon or security-sensitive options with --help.


Workflow 1: Getting Started

Use this workflow when the user has a gateway endpoint and wants to get a sandbox running for the first time.

Step 1: Register a gateway

openshell gateway add http://127.0.0.1:8080 --local --name local

Use an http:// endpoint only for trusted local port-forwarding or a protected private path. For a gateway behind an authenticated reverse proxy, register its HTTPS endpoint with openshell gateway add https://gateway.example.com.

Step 2: Verify the gateway

openshell status
openshell whoami

Confirm the gateway is reachable, authentication is valid or not required, and

the output shows a version. Status: Connected only proves the public health

endpoint is reachable; inspect the separate Authentication line before

running protected commands. openshell whoami reports the identity validated

by the gateway, including the subject an administrator uses for workspace

membership. Add --output json for automation.

Step 3: Create a sandbox

The simplest way to get a sandbox running:

openshell sandbox create

This creates a sandbox with defaults and drops you into an interactive shell.

When supplying --name, use a portable DNS-1123 label: at most 63 lowercase alphanumeric or - characters, beginning and ending with an alphanumeric character. The Kubernetes driver rejects uppercase letters, underscores, dots, and other names that cannot become Kubernetes resource labels.

Shortcut for known tools: When the trailing command is a recognized tool, the CLI auto-creates the required provider from local credentials:

openshell sandbox create -- claude        # Auto-creates claude provider
openshell sandbox create -- codex         # Auto-creates codex provider

The agent will be prompted interactively if credentials are missing.

Step 4: Exit and clean up

Exit the sandbox shell (exit or Ctrl-D), then:

openshell sandbox delete <name>

Workflow 2: Provider Management

Providers supply credentials and provider-specific configuration to sandboxes. Provider types come from built-in and custom profiles; do not rely on a hard-coded type list. Discover the profiles available on the selected gateway:

openshell provider list-profiles
openshell provider list-profiles --output json

Create a provider from local credentials

openshell provider create --name my-github --type github --from-existing

The --from-existing flag discovers credentials from local state (e.g., gh auth tokens, Claude config files).

Create a provider with explicit credentials

openshell provider create --name my-api --type generic \
  --credential API_KEY \
  --config base_url=https://api.example.com

Bare KEY reads the value from the environment variable of that name and avoids placing the secret in shell history. Use KEY=VALUE only when the user explicitly accepts that exposure.

Other credential sources are --from-gcloud-adc for compatible profiles and --runtime-credentials when the gateway or sandbox resolves the required credentials at runtime.

Profile-backed provider policy and composition are controlled by the gateway-global providers_v2_enabled setting:

openshell settings get --global
openshell settings set --global --key providers_v2_enabled --value true

Inspect and manage provider profiles

openshell provider profile export github --output yaml
openshell provider profile lint --file ./my-profile.yaml
openshell provider profile import --file ./my-profile.yaml

List, inspect, update, delete

openshell provider list
openshell provider list --output json
openshell provider get my-github
openshell provider update my-github --from-existing
openshell provider delete my-github

provider update does not take --type. It updates credentials, config, or credential expiry on the existing provider.

Configure credential refresh

Use refresh commands only when the provider profile and gateway support refreshable credentials:

openshell provider refresh status my-outlook
openshell provider refresh configure my-outlook \
  --credential-key MS_GRAPH_ACCESS_TOKEN \
  --strategy oauth2-refresh-token \
  --secret-material-env REFRESH_TOKEN=MS_GRAPH_REFRESH_TOKEN \
  --credential-expires-at 2026-07-16T00:00:00Z
openshell provider refresh rotate my-outlook --credential-key MS_GRAPH_ACCESS_TOKEN

Prefer --secret-material-env KEY[=ENVVAR] for secret refresh material. --material KEY=VALUE is for non-secret material; --secret-material-key marks supplied material keys as secret.


Workflow 3: Sandbox Lifecycle

Create with options

openshell sandbox create \
  --name my-sandbox \
  --provider my-github \
  --provider my-claude \
  --policy ./my-policy.yaml \
  --upload .:/workspace \
  --label team=agents \
  -- claude

Key flags:

  • --provider: Attach one or more providers (repeatable)
  • --policy: Custom policy YAML (otherwise uses built-in default or OPENSHELL_SANDBOX_POLICY env var)
  • --gpu [COUNT]: Request the driver's default GPU selection or a specific GPU count
  • --cpu, --memory: Set per-sandbox compute sizing. Docker/Podman apply limits; Kubernetes applies matching requests and limits.
  • --driver-config-json: Pass experimental driver-specific sandbox configuration
  • --label KEY=VALUE: Add labels for later selection (repeatable)
  • --env KEY=VALUE: Inject sandbox environment variables (repeatable)
  • --approval-mode manual|auto: Control handling of agent-authored policy proposals; manual is the default
  • --upload <PATH>[:<DEST>]: Upload local files into the container working directory or an explicit destination
  • --no-git-ignore: Disable .gitignore filtering for uploads
  • --no-keep: Delete the sandbox after the initial command or shell exits
  • --forward [BIND_ADDRESS:]PORT: Forward a local port and keep the sandbox alive
  • --editor vscode|cursor: Open a remote editor after creation and keep the sandbox alive

List and inspect sandboxes

openshell sandbox list
openshell sandbox list --selector team=agents --output json
openshell sandbox get my-sandbox

Most commands with an optional sandbox name use the last-used sandbox. Pass an explicit name in automation.

Connect to a running sandbox

openshell sandbox connect my-sandbox
openshell sandbox connect my-sandbox --editor vscode

Opens an interactive SSH shell. To configure VS Code Remote-SSH:

openshell sandbox ssh-config my-sandbox >> ~/.ssh/config

Upload and download files

# Upload local files to sandbox
openshell sandbox upload my-sandbox ./src /sandbox/src

# Download files from sandbox
openshell sandbox download my-sandbox /sandbox/output ./local-output

Uploads honor .gitignore by default. Add --no-git-ignore only when ignored files are intentionally in scope.

Uploads preserve symlinks, including dangling symlinks, instead of dereferencing their targets. A symlink source bypasses Git-aware filtering so the link itself is archived.

Execute a non-interactive command

openshell sandbox exec --name my-sandbox --workdir /workspace -- ls -la
openshell sandbox exec --name my-sandbox --env MODE=test -- cargo test

sandbox exec streams output and exits with the remote command's exit code. Use sandbox connect for an interactive shell.

Change attached providers

openshell sandbox provider list my-sandbox
openshell sandbox provider attach my-sandbox my-github
openshell sandbox provider detach my-sandbox my-github

View logs

# Recent logs
openshell logs my-sandbox

# Stream live logs
openshell logs my-sandbox --tail

# Filter by source and level
openshell logs my-sandbox --tail --source sandbox --level warn

# Logs from the last 5 minutes
openshell logs my-sandbox --since 5m

Delete sandboxes

openshell sandbox delete my-sandbox
openshell sandbox delete sandbox-1 sandbox-2 sandbox-3   # Multiple at once
openshell sandbox delete --all

Workflow 4: Policy Iteration Loop

This is the most important multi-step workflow. It enables a tight feedback cycle where sandbox policy is refined based on observed activity.

Key concept: Policies have static fields (immutable after creation: filesystem_policy, landlock, process) and two dynamic fields: network_policies and network_middlewares. Both dynamic fields can be updated without recreating the sandbox.

Create sandbox with initial policy
        │
        ▼
   Monitor logs ◄──────────────────┐
        │                          │
        ▼                          │
  Observe denied actions           │
        │                          │
        ▼                          │
  Pull current policy              │
        │                          │
        ▼                          │
  Modify policy YAML               │
  (use generate-sandbox-policy)    │
        │                          │
        ▼                          │
  Push updated policy              │
        │                          │
        ▼                          │
  Verify reload succeeded ─────────┘

Step 1: Create sandbox with initial policy

openshell sandbox create --name dev --policy ./initial-policy.yaml -- claude

Sandboxes stay alive by default for iteration. Add --no-keep only when the sandbox should be deleted automatically after the initial session.

Step 2: Monitor logs for denied actions

In a separate terminal or as the agent:

openshell logs dev --tail --source sandbox

Look for log lines with action: deny -- these indicate blocked network requests. The logs include:

  • Destination host and port (what was blocked)
  • Binary path (which process attempted the connection)
  • Deny reason (why it was blocked)

Step 3: Pull the current policy

openshell policy get dev --full > current-policy.yaml

The --full flag includes the effective policy, including provider-composed entries. Use --base instead when the editable base policy is needed without provider-composed entries. Before resubmitting a --full result, review composed entries and prefer incremental updates or the base policy when appropriate.

Step 4: Modify the policy

Edit current-policy.yaml to allow the blocked actions. For policy content authoring, delegate to the generate-sandbox-policy skill. That skill handles:

  • Network endpoint rule structure
  • L4 vs REST, WebSocket, JSON-RPC, MCP, and SQL L7 policy decisions
  • Access presets (read-only, read-write, full)
  • TLS termination configuration
  • Enforcement modes (audit vs enforce)
  • Binary matching patterns
  • Ordered network_middlewares, host selection, and fail_open or fail_closed behavior

network_policies and network_middlewares can be modified at runtime. If filesystem_policy, landlock, or process need changes, the sandbox must be recreated. Built-in middleware such as openshell/regex needs no gateway registration. An operator-run middleware must already be registered under [[openshell.supervisor.middleware]]; changing that static registration requires a gateway restart.

Step 5: Push the updated policy

openshell policy set dev --policy current-policy.yaml --wait

The gateway validates the complete effective candidate—including attached

provider-profile policy—before it stores a direct update, incremental merge,

approved proposal, provider attachment, or profile update that affects attached

sandboxes. An ambiguity failure returns FAILED_PRECONDITION; the rejected

candidate does not create a policy revision or partially update affected

sandboxes. Fix the conflicting endpoint selectors and submit again.

The --wait flag blocks until the sandbox confirms the policy is loaded (polls every second). Exit codes:

  • 0: Policy loaded successfully
  • 1: Policy load failed
  • 124: Timeout (default 60 seconds)

Step 6: Verify the update

openshell policy list dev

Check that the latest revision shows status loaded. If failed, check the error column for details.

Step 7: Repeat

Return to Step 2. Continue monitoring logs and refining the policy until all required actions are allowed and no unnecessary permissions exist.

Policy revision history

View all revisions to understand how the policy evolved:

openshell policy list dev --limit 50

Fetch a specific historical revision:

openshell policy get dev --rev 3 --full

Gateway-global policy commands use --global and require confirmation unless --yes is supplied:

openshell policy get --global --full
openshell policy set --global --policy ./global-policy.yaml
openshell policy list --global
openshell policy delete --global

Avoid --yes during interactive work. A global policy locks policy control for all sandboxes on the gateway.

Review agent-authored rule proposals

Sandboxes created with --approval-mode manual place every proposal in the review inbox. auto approves only proposals with an empty prover delta; findings still require review.

openshell rule get dev --status pending
openshell rule approve dev --chunk-id <chunk-id>
openshell rule reject dev --chunk-id <chunk-id> --reason "too broad"
openshell rule history dev

Review the proposed scope and prover findings before approval. Treat rule approve-all --include-security-flagged as a high-risk bulk action.


Workflow 5: BYOC (Bring Your Own Container)

Build a custom container image and run it as a sandbox.

Create a sandbox from a Dockerfile

openshell sandbox create --from ./Dockerfile --name my-app

The --from flag accepts a Dockerfile path, a directory containing a Dockerfile, a full image reference such as myregistry.com/img:tag, or a community sandbox name such as ollama.

Local Dockerfile and directory builds require a local gateway because the CLI builds through the local Docker daemon. Use a registry image reference for remote gateways. Bare community names resolve under ghcr.io/nvidia/openshell-community/sandboxes unless OPENSHELL_COMMUNITY_REGISTRY overrides the prefix.

For Docker and Podman gateways, custom images should declare a non-root OCI

USER. Each explicit process.run_as_user or process.run_as_group policy

field wins independently; omitted fields fall back to the image declaration.

An image with no USER fails before readiness unless policy supplies both

fields.

Forward ports

# Foreground (blocks)
openshell forward start 8080 my-app

# Background (returns immediately)
openshell forward start 8080 my-app -d

The service is now reachable at localhost:8080.

Manage or iterate on the sandbox:

openshell forward list
openshell forward stop 8080 my-app
openshell sandbox delete my-app
openshell sandbox create --from ./Dockerfile --name my-app --forward 8080

Create and forward in one command:

openshell sandbox create --from ./Dockerfile --forward 8080 -- ./start-server.sh

The --forward flag starts a background port forward before the command runs.

Workflow 6: Agent-Assisted Sandbox Session

Support a human working in a sandbox while an agent monitors activity and refines the policy in parallel.

Create the sandbox and keep it alive:

openshell sandbox create \
  --name work-session \
  --provider github \
  --provider claude \
  --policy ./dev-policy.yaml

Tell the user to connect in another shell:

openshell sandbox connect work-session
openshell sandbox connect work-session --editor vscode

Monitor denied activity:

openshell logs work-session --tail --source sandbox --level warn

When denied actions appear:

  • Prefer incremental updates for additive network changes:

openshell policy update work-session --add-endpoint api.github.com:443:read-only:rest:enforce --binary /usr/bin/gh --wait

openshell policy update work-session --add-allow 'api.github.com:443:POST:/repos/*/issues' --wait

  • Use full YAML replacement for broad changes or non-network fields:

openshell policy get work-session --full > policy.yaml

Modify the policy with the generate-sandbox-policy skill.

openshell policy set work-session --policy policy.yaml --wait

  • Verify with openshell policy list work-session.

The user does not need to disconnect. Policy updates are hot-reloaded; --wait blocks until the sandbox confirms the revision or the timeout expires. Delete the sandbox when the session ends:

openshell sandbox delete work-session

Workflow 7: Managed Inference

Configure the user-facing inference.local route or the system inference route used by platform functions.

Ensure the provider exists, then set the route:

openshell provider list
openshell inference set \
  --provider nvidia \
  --model nvidia/nemotron-3-nano-30b-a3b

This updates the managed inference.local route. Endpoint verification runs before the route is saved. Use --no-verify only when verification is intentionally impossible, and use --timeout SECONDS to configure the request timeout. Add --system to set or update for the platform-only system route.

Inspect both configurations:

openshell inference get
openshell inference get --system

Agents send HTTPS requests to inference.local; the sandbox intercepts them and routes them through the configured inference route. Sandbox policy remains separate from inference route configuration.

Workflow 8: Gateway Management

List, switch, and verify gateways:

openshell gateway select
openshell gateway list --output json
openshell gateway select production
openshell gateway info --name production
openshell status

Register or remove gateways:

openshell gateway add http://127.0.0.1:8080 --local --name local
openshell gateway add https://gateway.example.com --name production
openshell gateway remove local

https:// registrations default to edge authentication. Use gateway login and gateway logout to refresh or clear stored authentication. For an OIDC gateway, supply --oidc-issuer and, when needed, --oidc-client-id, --oidc-audience, and --oidc-scopes. For remote mTLS gateways, use --remote USER@HOST or an ssh:// endpoint.

For one-off automation, --gateway-endpoint URL connects directly without stored metadata. Limit --gateway-insecure to explicitly trusted development endpoints.

Inspect a Kubernetes deployment:

helm -n openshell status openshell
kubectl -n openshell get deployment,statefulset,pods,svc
kubectl -n openshell logs deployment/openshell -c openshell-gateway --tail=100
kubectl -n openshell logs statefulset/openshell -c openshell-gateway --tail=100

For Docker, Podman, and VM-backed gateways, inspect the gateway process or container logs and the selected runtime directly.

Workflow 9: Settings Management

Manage sandbox-scoped or gateway-global settings:

openshell settings get work-session
openshell settings set work-session --key ocsf_json_enabled --value true
openshell settings delete work-session --key ocsf_json_enabled

openshell settings get --global --json
openshell settings set --global --key providers_v2_enabled --value true

Global mutations prompt for confirmation. Use --yes only in reviewed automation.

policy_validation_failure_mode is gateway startup configuration, not a

mutable openshell settings key. Set it under [openshell.gateway] in

gateway.toml and restart the gateway. The security-first default is

fail_closed; retain_last_valid is an explicit availability tradeoff. OCSF

configuration events state whether the previous generation is active after a

runtime validation failure.

Workflow 10: Service Access

Use forward for local access and service for a gateway-managed HTTP endpoint:

# SSH-based same-port forwarding; optional bind address is accepted.
openshell forward start 127.0.0.1:8080 my-app -d

# gRPC relay to a loopback TCP service, with an optional dynamic local port.
openshell forward service my-app --target-port 8000 --local 127.0.0.1:0

# Expose and manage an HTTP service through the gateway.
openshell service expose my-app 8080 web
openshell service list my-app
openshell service get my-app web
openshell service delete my-app web

Prefer loopback binds unless the user explicitly needs LAN-visible local access.


Self-Teaching via --help

When you encounter a command or option not covered in this skill:

  • Start broad: openshell --help to see all command groups.
  • Narrow down: openshell <group> --help to see subcommands (e.g., openshell sandbox --help).
  • Get specific: openshell <group> <cmd> --help for flags and usage (e.g., openshell sandbox create --help).

The CLI help is always authoritative. If the help output contradicts this skill, follow the help output -- the CLI may have been updated since this skill was written.

Example: discovering an unfamiliar command

$ openshell sandbox --help
# Shows: create, get, list, delete, exec, connect, upload, download, ssh-config, provider

$ openshell sandbox upload --help
# Shows: positional arguments (name, path, dest), usage examples

Quick Reference

| Task | Command |

|------|---------|

| Register local port-forwarded gateway | openshell gateway add http://127.0.0.1:8080 --local --name local |

| Check gateway health and authentication | openshell status |

| Show authenticated identity and subject | openshell whoami |

| List/switch gateways | openshell gateway select [name] |

| Connect directly to a gateway | openshell --gateway-endpoint <url> status |

| Create sandbox (interactive) | openshell sandbox create |

| Create sandbox with tool | openshell sandbox create -- claude |

| Create sandbox with GPUs | openshell sandbox create --gpu 1 |

| Create with custom policy | openshell sandbox create --policy ./p.yaml |

| Connect to sandbox | openshell sandbox connect <name> |

| Execute in sandbox | openshell sandbox exec --name <name> -- <command> |

| Stream live logs | openshell logs <name> --tail |

| Incremental policy update | openshell policy update <name> --add-endpoint host:443:read-only:rest:enforce --binary /usr/bin/curl --wait |

| Pull current policy | openshell policy get <name> --full > p.yaml |

| Push updated policy | openshell policy set <name> --policy p.yaml --wait |

| Policy revision history | openshell policy list <name> |

| View global policy | openshell policy get --global --full |

| Review proposed rules | openshell rule get <name> --status pending |

| Create sandbox from Dockerfile | openshell sandbox create --from ./Dockerfile |

| Forward a port | openshell forward start <port> <name> -d |

| Expose an HTTP service | openshell service expose <name> <port> [service] |

| Upload files to sandbox | openshell sandbox upload <name> <path> |

| Download files from sandbox | openshell sandbox download <name> <path> |

| Create provider | openshell provider create --name N --type T --from-existing |

| List providers | openshell provider list |

| Discover provider profiles | openshell provider list-profiles |

| List attached providers | openshell sandbox provider list <name> |

| View settings | openshell settings get [name] |

| Configure managed inference | openshell inference set --provider P --model M |

| View managed inference | openshell inference get |

| Delete sandbox | openshell sandbox delete <name> |

| Remove gateway registration | openshell gateway remove <name> |

| Self-teach any command | openshell <group> <cmd> --help |

Companion Skills

| Skill | When to use |

|-------|------------|

| generate-sandbox-policy | Creating or modifying policy YAML content (network rules, L7 inspection, access presets, endpoint configuration, and network middleware) |

| debug-openshell-cluster | Diagnosing gateway deployment, runtime, or health failures |

| debug-inference | Diagnosing inference.local, host-backed local inference, and provider base URL issues |

| tui-development | Developing features for the OpenShell TUI (openshell term) |

How to use it

Copy the folder

Take nvidia/openshell-cli from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.

Install what it needs

The instructions reference cargo, go. Without those the skill loads but fails at the first command.