Why it matters

Role-based shapes accountability. Understanding shapes design.

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The architecture

Roles defined: researcher + writer + reviewer + etc.

Agents assume roles.

Role-driven behavior.

Role-based agent orgRole catalogresearcher + writer + etc.Assign to agentsrole assumptionRole-driven behaviorprompt + tools per roleCrewAI popularized; roles frame prompt engineering + tool assignment
Role-based agent.
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How it works end to end

Role prompt templates.

Role-specific tools.

Handoff rules.

Accountability per role.