orchestration:native-invoke

Orchestrate AI CLI tasks across multiple providers by using native Task agents to invoke external AI CLIs in parallel. This skill coordinates Codex, Gemini, and Cursor agents, executes non-interactive commands, and handles authentication recovery via fork-terminal when login is required.

Yes, this skill enables read-only, non-interactive command construction for automated pipelines across multiple AI providers. It safely routes tasks without user interaction and ensures proper CLI invocation through cookbook reference and --help verification.

When an agent requires login, use the fork-terminal authentication recovery mechanism built into this skill. It provides a fallback to handle credential entry without interrupting the automated workflow.

Set up parallel task execution by constructing non-interactive commands for each provider's CLI, consulting the appropriate cookbooks, and running --help to validate command syntax. Native agents coordinate and collect results from all providers simultaneously.

Multi-provider orchestration applies to code generation pipelines, cross-provider analysis, task routing, and automation scenarios requiring coordination between Codex, Gemini, and Cursor without manual intervention.