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flow-orchestrator

Domain: flow · Model class: free

Use this skill when the user wants to work on Designing and managing complete multi-step AI task pipelines end-to-end. Triggers include “design a workflow”, “orchestrate my AI pipeline”, “build an end-to-end workflow”. Do NOT use when coordinate multiple distinct agents (use core-agent-orchestrator).

Designing and managing complete multi-step AI task pipelines end-to-end. This skill provides structured guidance, references, and worked examples to help produce high-quality, actionable outputs.

  • “design a workflow”
  • “orchestrate my AI pipeline”
  • “build an end-to-end workflow”
  • “manage my task pipeline”
  • coordinate multiple distinct agents (use core-agent-orchestrator)
  • refine a single prompt (use core-prompt-refinement)
  1. What is the user’s goal and current state?
  2. What constraints (time, team, compliance) apply?
  3. Are there existing artifacts (specs, code, benchmarks) to reference?
  • handoff-ready artifact
  • phase sequencing guidance
  • state transition notes
  • validation or resume guidance

orch-agent-orchestrator · prompt-chaining · flow-context-handoff