Multi-Agent Architecture Patterns FAQs

Question 1

How does this skill help with context isolation?

Accepted Answer

It provides patterns for instruction passing, full context delegation, and file system memory to ensure sub-agents operate in clean context windows without carrying unnecessary or conflicting history.

Question 2

When should I move from a single agent to a multi-agent system?

Accepted Answer

You should transition when tasks exceed a single context window, require parallel processing, or benefit from highly specialized domain expertise that would otherwise cause context bloat in a single prompt.

Question 3

How do multi-agent systems handle token costs?

Accepted Answer

Multi-agent systems typically consume significantly more tokens (up to 15x). However, they improve quality by isolating context. Selecting superior models like Claude 3.5 Sonnet often provides better ROI than simply increasing token budgets on weaker models.

Question 4

What is the 'telephone game' problem in agent architectures?

Accepted Answer

The 'telephone game' occurs when a supervisor agent incorrectly paraphrases or loses essential detail when passing information between sub-agents and users. This is mitigated by implementing direct message forwarding.

Question 5

Which pattern is better: Supervisor or Swarm?

Accepted Answer

Supervisors are ideal for strict workflows and tasks requiring human-in-the-loop oversight. Swarm or Peer-to-Peer patterns are superior for flexible exploration, emergent problem-solving, and minimizing coordination bottlenecks.

Multi-Agent Architecture Patterns

Multi-Agent Architecture Patterns

주요 기능

사용 사례

주요 기능

사용 사례