skills/skills.volces.com/multi-agent-orchestration

multi-agent-orchestration

Installation
SKILL.md

Multi-Agent Orchestration

Design coordinated multi-agent systems using battle-tested orchestration patterns. This skill provides architectural guidance for moving from single-agent to multi-agent systems, choosing coordination patterns, and implementing production-grade orchestration layers.

When NOT to Use Multi-Agent

Start with the simplest approach that reliably meets requirements:

Level When to Use Example
Direct model call Single-step tasks (classification, translation, summarization) "Summarize this article"
Single agent + tools Varied queries within one domain requiring dynamic tool use Order lookup with API calls
Multi-agent Cross-domain problems, security boundaries, or parallel specialization Financial underwriting (data extraction, scoring, compliance, risk)

Rule: Only add multi-agent complexity when a single agent can't reliably handle the task due to:

  • Prompt complexity or tool overload
  • Security/permission isolation requirements
  • Parallelization benefits that outweigh coordination overhead
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First Seen
Apr 23, 2026