Observal

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

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.

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.

Submit, browse, install, edit, archive, restore, transfer, and version MCPs, skills, hooks, prompts, and sandboxes in the Observal registry. Use when the user wants to submit a component, install one, edit a draft, publish a new version, or browse the component library.

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