orchestration-skill-creator

Build multi-phase workflows by using subagents for each phase, ensuring fresh context and maintaining quality across complex tasks. Each phase executes independently and passes information to the next, preventing context window degradation.

Monolithic agents lose quality in complex workflows because the context window becomes overloaded. Multi-phase orchestration solves this by assigning independent subagents to each phase, preserving fresh context and high-quality output throughout the task.

A multi-phase orchestration skill is a workflow design that uses subagents to handle distinct phases independently. You need subagents when your process requires detailed analysis, processing, and output generation that would otherwise exceed a single context window.

Create an orchestration skill by defining custom trigger phrases like "start workflow creation" to initiate the process. This allows the multi-phase workflow to be applied flexibly across various scenarios requiring subagent execution.

Yes, you can design workflow phases to execute independently. Each phase is built to work on its own and pass information to the next phase, which ensures Claude's context window is used efficiently without degrading quality.

Multi-phase workflows require careful phase design to ensure information passes correctly between independent subagents. If a complex task cannot be logically divided into distinct processing phases, the orchestration approach may not be suitable.