The CLI is designed for interactive and agent-driven use. Commands and their underlying APIs may change between releases. Do not take a dependency on this CLI for recurring production pipelines.For pipelines, use the Runs REST API or the Wherobots Apache Airflow Provider.
Benefits
The Wherobots CLI provides a powerful and flexible interface to Wherobots Cloud, with features designed for both interactive use and automation:Built for AI-assisted workflows
Built for AI-assisted workflows
Use the CLI from AI-powered terminals like Claude Code, OpenCode, and Cursor. Your AI assistant translates natural language into the correct CLI commands. Install agent skills to give your agent domain-specific Wherobots knowledge for more accurate results.
Always up to date
Always up to date
Commands are generated dynamically from the Wherobots API. New endpoints and capabilities are available immediately without a CLI update.
Submit and monitor jobs from your terminal
Submit and monitor jobs from your terminal
Create Job runs, stream logs in real time, and check metrics without leaving the command line. Local script files are automatically uploaded to managed storage.
Table or JSON output
Table or JSON output
Switch between human-readable table output and JSON output. JSON output is easier for your AI assistant or a one-off shell script to parse.
Dry-run mode for safe exploration
Dry-run mode for safe exploration
Use the
--dry-run flag to print the equivalent curl command instead of executing it, so you can inspect exactly what the CLI will send.Before you start
Before using the Wherobots CLI, ensure you have the following:Wherobots requirements
Wherobots requirements
- A Wherobots Account. See Create a Wherobots Account.
- A way to authenticate: sign in from your browser with
wherobots auth login, or a Wherobots API key for scripts. See API Keys.
Local requirements
Local requirements
- A Unix-like shell (
bash,zsh, or similar) withcurlavailable.
Install the CLI
Run the install script to download the latest release binary:1
Run the install script
Configure authentication
The CLI supports two ways to authenticate with Wherobots Cloud:- Browser sign-in (OAuth) — sign in interactively with
wherobots auth login. Best for local, interactive, and agent-driven use. - API key — set the
WHEROBOTS_API_KEYenvironment variable. Best for scripts and other non-interactive use.
WHEROBOTS_API_KEY takes precedence, so scripts behave predictably.
Sign in with your browser (OAuth)
1
Start the sign-in flow
wherobots auth status to see which credential is active, and wherobots auth logout to sign out.2
Verify the connection
Run
wherobots --tree to confirm the CLI can reach Wherobots Cloud. You should see a tree of available commands, or an error if the connection failed.Use an API key
You can also login to Wherobots Cloud using an API key.1
Export your API key
Set the To persist this across sessions, add the export to your shell profile (for example,
WHEROBOTS_API_KEY environment variable in your shell:~/.zshrc or ~/.bashrc).2
Verify the connection
Run
wherobots --tree to confirm the CLI can reach Wherobots Cloud. You should see a tree of available commands, or an error if the connection failed.Environment variables
The CLI uses the following environment variables for configuration:Use the CLI from an agentic terminal
Agentic coding tools such as OpenCode, Claude Code, Cursor, and other AI-powered terminals run commands in your terminal, so they can use the Wherobots CLI as installed. The agentic terminal translates a plain-language request intowherobots commands and flags, can chain steps such as submitting a job, waiting for it to finish, and fetching its logs, and summarizes the output. When a command fails, the agentic terminal can use the error message to suggest a fix and retry.
To get started, install the CLI and sign in (see Install the CLI and Configure authentication), then open your agentic terminal.
Add agent skills
Agent skills give your agentic terminal domain-specific knowledge about Wherobots so it produces more accurate commands and better interprets results. Without skills, the agent relies only on CLI help text and its general training data. With skills installed, it has structured context about Wherobots workflows, APIs, and best practices, which leads to fewer errors and more reliable multi-step operations. See Agent Skills for installation instructions and the full list of available skills.Example prompts
Troubleshooting
The following are common issues you may encounter when using the Wherobots CLI, along with their causes and solutions:No credentials found
No credentials found
Cause: The CLI cannot find a browser sign-in or an API key in your environment.Solution:
- Sign in from your browser:
wherobots auth login. Runwherobots auth statusto confirm the session is active. - Or export an API key:
export WHEROBOTS_API_KEY='<your-key>'. Check that the variable is set in the shell session where you are running the CLI (not just in another terminal).
Command not found: wherobots
Command not found: wherobots
Cause: The binary is not on your
PATH.Solution:- Verify the install directory:
ls ~/.local/bin/wherobots. - Add the directory to your
PATH:export PATH="$HOME/.local/bin:$PATH". - If you built from source, the binary is at
bin/wherobotsinside the repository.
OpenAPI spec fetch failed
OpenAPI spec fetch failed
Cause: The CLI cannot reach the Wherobots API to download the specification.Solution:
- Check your network connection and proxy settings.
- The CLI falls back to a cached spec at
~/.cache/wherobots/spec.json. If the cache is stale, delete it and retry. - Increase the timeout with
OPENAPI_HTTP_TIMEOUT=60s.
Next steps
Review the following resources to explore more features of Wherobots Cloud and the CLI:Agent Skills
Install Wherobots agent skills so your agentic terminal produces more accurate CLI commands.
MCP Server
Configure and use the MCP Server for advanced data exploration and query generation.

