glab(1) glab(1)

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

glab orbit remote [flags]

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 tools                          # Full DSL JSON Schema

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/.

-h, --help[=false] Show help for this command.

# Discovery workflow (always start here)
$ glab orbit remote status
$ glab orbit remote schema
$ glab orbit remote schema User Project MergeRequest
$ 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 --format raw -
# Inspect indexing progress
$ glab orbit remote graph-status --full-path gitlab-org/gitlab

glab-orbit(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)

May 2026 Auto generated by spf13/cobra