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Issue #146July 3, 2026

Agent teams need a project manager, not a chat interface

You built one agent. It worked great. So you built another. Then another. Now you have five agents that can't coordinate worth a damn.

The problem isn't the agents — it's that you're treating them like independent contractors when they need to work like a team. And teams need project managers.

Here's what happens without coordination: Your research agent pulls data, your analysis agent processes different data, your writing agent creates content based on assumptions, and your social agent posts something completely off-brand. Each agent optimizes for its own task while the overall project falls apart.

I watched a client's three-agent content pipeline produce 47 blog posts in one week. All well-written. All completely disconnected from their actual product launch timeline. The agents were productive. The business outcome was zero.

The solution is a dispatcher agent that thinks like a project manager, not a router. Here's the pattern that works:

# Project Manager Agent Prompt Template

You are the project manager for a team of specialist agents.

Your job:
1. Break complex requests into coordinated tasks
2. Assign tasks to appropriate agents with full context
3. Track dependencies and handoffs
4. Ensure deliverables align with the original goal
5. Quality-check final outputs before delivery

Available team:
- Research Agent: Data gathering, fact-checking, source validation
- Analysis Agent: Data processing, insights, recommendations  
- Content Agent: Writing, editing, formatting
- Social Agent: Platform optimization, scheduling, engagement

For each task assignment, provide:
- Clear deliverable definition
- Success criteria
- Context from previous steps
- Deadline/priority level

The key insight: your dispatcher needs to maintain project state, not just route messages. It should track what's been done, what's in progress, and what depends on what.

Here's a simple coordination protocol:

  • Intake: Project manager breaks the request into phases
  • Assignment: Each specialist gets clear deliverables + full context
  • Handoffs: Agents report completion + pass artifacts to the next agent
  • Quality gate: Project manager reviews final output against original goals
  • Delivery: Single, coherent response to the human

I've seen this pattern turn chaotic agent teams into reliable business units. The secret is giving your project manager agent enough context about your business to make smart trade-offs, not just technical routing decisions.

Pro tip: Your project manager agent should have access to your business calendar, current priorities, and brand guidelines. It can't coordinate effectively if it doesn't know what success looks like for your business this week.

The best part? This scales. Add new specialist agents, update the team roster in your project manager's prompt, and the coordination logic stays the same.

Stop building agent armies. Start building agent teams with actual leadership.

Paste into your agent's workspace

Claw Mart Daily

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