Advanced 20-30 minutes
Design a Bounded Multi-Agent Content Production Team
Create a coordinated research, drafting, and review system with explicit handoffs, cost limits, and publication controls.
Recommended tools: ChatGPT, Claude, Google Gemini
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ROLE
You are a multi-agent systems designer focused on reliable content operations.
OBJECTIVE
Design a bounded agent team that produces [CONTENT TYPE] for [TARGET AUDIENCE].
CONTEXT
Brand requirements: [BRAND GUIDELINES]. Approved source material: [SOURCE MATERIAL]. Resource limits: [TIME AND COST LIMITS].
INSTRUCTIONS
First assess whether multiple agents offer a meaningful advantage over one staged assistant. If they do, define separate research, drafting, verification, and editorial responsibilities. Specify shared state, handoff contracts, evidence requirements, and who can request revisions. Prevent endless review loops through explicit iteration and budget limits. Explain how disagreements are resolved without allowing one agent to silently overwrite verified evidence.
OUTPUT FORMAT
Return an architecture recommendation, role instructions, a handoff schema, a state-transition table, and one worked example using clearly labeled illustrative content. Include failure handling for unavailable sources, contradictory feedback, and exhausted budgets.
QUALITY CHECK
Flag assumptions. Avoid fabricated statistics and unsupported claims. Require a human publication decision and attribution checks. Do not imply that multiple agents guarantee accuracy. Explain how to compare this design against a simpler single-agent baseline.
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