orchestration-skill-creator

A multi-phase workflow with isolated subagents uses an orchestration skill to spawn phase-specific agents, enabling clean context boundaries where each phase runs independently and returns summarized reports to a central orchestrator for progress tracking.

Subagent orchestration for complex workflows coordinates multiple phases by spawning separate agents that execute tasks in their own context. This approach maintains clear context boundaries and aggregates summarized reports back to the orchestrator.

You generate scaffolding for multi-phase orchestration prompts by providing a workflow name and phase details to a skill creator, which outputs frontmatter-driven SKILL.md templates, agent references, and automation scripts for session creation and validation.

Yes, this subagent orchestration approach works without external dependencies. It relies entirely on built-in frontmatter-driven SKILL.md templates, internal agent definitions, and provided scripts to automate session creation, validation, and documentation.

Use subagent orchestration instead of a single prompt when your workflow requires clean context boundaries across multiple phases, meaning each phase needs its own isolated context and must return summarized reports to a central coordinator.

Yes, you can reuse orchestration templates across different automation projects. The generated scaffolds support extensible phase definitions, allowing you to apply the same frontmatter-driven templates and subagent structures to new workflows easily.