glab(1)

NAME
glab-orbit-remote - Interact with the remote GitLab Knowledge Graph. (EXPERIMENTAL)

SYNOPSIS
glab orbit remote [flags]

DESCRIPTION
Query the remote GitLab Knowledge Graph (product name: Orbit) directly from the CLI. All endpoints are user-scoped (not project-scoped) and gated behind the knowledge_graph feature flag.

Start with these discovery commands. They return the authoritative ontology and query DSL schema:
    glab orbit remote status                         # Is the service up?
    glab orbit remote schema                         # What entities and edges exist?
    glab orbit remote schema MergeRequest Project    # Show details for specific nodes
    glab orbit remote dsl                            # Full query DSL JSON Schema
    glab orbit remote tools                          # MCP tool manifest

After you know the shape of the graph, run a query:
    glab orbit remote query path/to/query.json
    cat query.json | glab orbit remote query -

Inspect indexing progress for a namespace or project:
    glab orbit remote graph-status --full-path gitlab-org/gitlab

Exit codes:

•   1: Generic error.

•   2: Orbit endpoint unavailable (HTTP 404, for example, when the feature flag is off).

•   3: Not authenticated (HTTP 401).

•   4: Access denied (HTTP 403, for example, when no Knowledge Graph enabled namespaces exist).

•   5: Rate limited (HTTP 429).

This feature is an experiment and is not ready for production use. It might be unstable or removed at any time. For more information, see https://docs.gitlab.com/policy/development_stages_support/.

OPTIONS INHERITED FROM PARENT COMMANDS
-h, --help[=false]
    Show help for this command.

EXAMPLE
    # Discovery workflow (always start here)
    $ glab orbit remote status
    $ glab orbit remote schema
    $ glab orbit remote schema User Project MergeRequest
    $ glab orbit remote dsl
    $ glab orbit remote tools
    # Run a query from a file
    $ glab orbit remote query ./query.json
    # Run a query from stdin (raw output for jq pipelines)
    $ echo '{"query":{"query_type":"traversal","node":{"id":"p","entity":"Project"},"limit":5}}' \
        | glab orbit remote query --response-format raw -
    # Inspect indexing progress
    $ glab orbit remote graph-status --full-path gitlab-org/gitlab

SEE ALSO
glab-orbit(1), glab-orbit-remote-dsl(1), glab-orbit-remote-graph-status(1), glab-orbit-remote-query(1), glab-orbit-remote-schema(1), glab-orbit-remote-status(1), glab-orbit-remote-tools(1)