Observal

observal-admin

Observal admin operations including user management, server settings, submission review queue, security events, audit logs, and SSO configuration. Use when the user needs to manage users, approve or reject submissions, view security events, or configure SAML/SCIM.

observal-advanced

Advanced Observal operations including session reconciliation, CLI upgrades and downgrades, complete uninstallation, and local fallback mode for offline use. Use when the user wants to reconcile sessions, upgrade or downgrade the CLI, uninstall Observal, or write agent configs locally when the server is unreachable.

observal-agents

Create, update, version, and manage Observal agents. Use when the user wants to create a new agent, update an existing one, release a new version, scaffold a YAML project, add components, build, publish, bulk-create, archive, delete, or restore agents.

observal-ops

View traces, spans, metrics, feedback, telemetry health, and agent insight reports, including suggestions that reuse components already in the registry. Use when the user wants to see traces, check metrics, view top items, submit ratings, diagnose telemetry, or discuss how an agent is doing.

observal-registry

Submit, browse, install, edit, archive, restore, transfer, and version MCPs, skills, hooks, prompts, and sandboxes in the Observal registry, and get components recommended for the current user. Use when the user wants to submit a component, install one, edit a draft, publish a new version, browse the component library, or asks what they should install or are missing.

observal

Core Observal CLI operations: pull agents into your harness, scan installed components, diagnose and patch harness configs, authenticate, manage CLI settings, get components recommended for you, and discuss agent insights. Use when the user wants to install an agent, check setup, login, configure the CLI, ask what they should install, or ask how an agent is doing.