Skip the Theory, Start Running
You don't need to master multi-agent architecture to get value from agent teams. These 10 configurations are ready to use. Pick the one closest to your problem, plug in your context, and run it.
Each entry includes the coordination pattern, agent count, role breakdown, and what it's best for.
1. Competitive Analysis
Pattern: Fork-Join | Agents: 4
- Competitor Profiler — Builds structured profiles: funding, headcount, leadership, partnerships, strategic messaging
- Pricing Analyst — Maps pricing tiers, models, and recent changes across competitors
- Feature Mapper — Creates a feature comparison matrix highlighting gaps and advantages
- Strategic Synthesizer — Merges all outputs into an actionable competitive brief with threats and opportunities
Best for: Quarterly strategic planning, sales enablement, investor updates.
2. Content Brief Generator
Pattern: Sequential Pipeline | Agents: 3
- Audience Researcher — Identifies target audience pain points, questions, and content preferences for a given topic
- Content Strategist — Defines the angle, key messages, competitive content gaps, and recommended format
- Brief Writer — Produces a detailed content brief with outline, headline options, SEO keywords, and source suggestions
Best for: Content marketing teams producing 5+ pieces per week who need consistent, research-backed briefs.
3. Product Launch Plan
Pattern: Parallel Workers | Agents: 5
- Market Positioner — Defines positioning, messaging, and competitive differentiation for the launch
- Channel Planner — Maps launch channels, timing, and budget allocation across paid, owned, and earned media
- Sales Enablement Writer — Creates battle cards, one-pagers, and objection handling guides
- Customer Communications Drafter — Writes announcement emails, in-app messages, and FAQ content
- Launch Checklist Compiler — Assembles all outputs into a sequenced launch timeline with owners and deadlines
Best for: Product and marketing teams coordinating cross-functional launches.
4. Customer Research Synthesis
Pattern: Subagent Scout | Agents: 4
- Interview Data Scanner — Extracts key themes, quotes, and patterns from customer interview transcripts
- Survey Analyst — Analyzes survey response data for trends, segments, and statistical outliers
- Support Ticket Miner — Identifies recurring complaints, feature requests, and satisfaction signals from support data
- Insight Synthesizer — Combines all sources into a unified customer insights report with prioritized findings
Best for: Product teams consolidating feedback from multiple research channels before roadmap planning.
5. Investment Memo
Pattern: Advisory Debate | Agents: 4
- Bull Case Advocate — Argues for the investment: market opportunity, competitive moat, growth trajectory, team strength
- Bear Case Advocate — Argues against: valuation concerns, market risks, execution challenges, competitive threats
- Comparable Analyst — Provides context with comparable transactions, public market multiples, and historical precedents
- Memo Synthesizer — Produces a balanced investment memo with conditional recommendations and key risk factors
Best for: Venture capital, private equity, and corporate development teams evaluating deals.
6. Sales Battle Card
Pattern: Fork-Join | Agents: 3
- Competitor Deep Diver — Produces a comprehensive profile of the specific competitor: strengths, weaknesses, recent moves, and known sales tactics
- Win/Loss Analyst — Analyzes why deals are won or lost against this competitor based on provided CRM data or anecdotal input
- Battle Card Writer — Synthesizes everything into a one-page battle card: positioning, objection responses, landmine questions, and proof points
Best for: Sales teams facing a specific competitor repeatedly and needing a quick-reference guide.
7. Market Entry Assessment
Pattern: Hybrid | Agents: 5
- Phase 1 — Market Scanner (parallel) — Sizes the market, maps key players, and identifies regulatory requirements
- Phase 1 — Customer Landscape Analyst (parallel) — Profiles target customer segments, buying behaviors, and unmet needs
- Phase 2 — Opportunity Modeler (sequential) — Integrates research into a market entry model with revenue projections and resource requirements
- Phase 3 — Entry Advocate (debate) — Argues for entering the market now, presenting the strategic case
- Phase 3 — Caution Advocate (debate) — Argues for waiting or pursuing alternatives, highlighting risks and opportunity costs
Best for: Strategy teams evaluating new geographies, verticals, or product categories.
8. Brand Messaging Workshop
Pattern: Advisory Debate | Agents: 3
- Customer Voice Advocate — Argues for messaging that leads with customer pain points and outcomes
- Differentiation Advocate — Argues for messaging that leads with competitive uniqueness and technical superiority
- Messaging Synthesizer — Produces a messaging framework that balances both perspectives: tagline options, value propositions, and proof points
Best for: Marketing teams refreshing brand positioning or launching a new product category.
9. Quarterly Business Review
Pattern: Sequential Pipeline | Agents: 4
- Performance Data Analyst — Structures raw performance data (revenue, growth, churn, NPS) into a standardized metrics dashboard
- Trend Interpreter — Analyzes quarter-over-quarter trends, identifies inflection points, and flags anomalies
- Competitive Context Provider — Places performance in competitive context: market share shifts, competitor moves, and industry benchmarks
- QBR Narrative Writer — Produces the final QBR document: executive summary, performance review, competitive context, and recommended priorities for next quarter
Best for: Operations and leadership teams preparing recurring business reviews.
10. Technical Documentation Suite
Pattern: Parallel Workers | Agents: 4
- API Reference Writer — Produces endpoint-by-endpoint documentation with parameters, response schemas, and error codes
- Getting-Started Guide Author — Writes the onboarding path: installation, authentication, first API call, and next steps
- Code Example Generator — Creates copy-paste-ready code samples in 2-3 languages for every key workflow
- Troubleshooting Guide Writer — Documents common errors, debugging steps, and FAQ based on known issues
Best for: Developer tools and platform teams shipping documentation alongside new releases.
Pick One and Run It
Don't overthink the selection. Pick the configuration closest to a problem you're facing this week. Run it once. Evaluate the output. Then iterate on the prompts to match your specific context.
The best configuration is the one you actually use.
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