Claude Code Agent Team

A comprehensive ecosystem of 76+ specialized AI agent personas designed to work seamlessly with Claude Code's Task tool, providing expert-level assistance across the complete spectrum of business and technical challenges. From software development to strategic planning, from marketing campaigns to financial analysis - your entire expert team is ready 24/7.

Claude Code Sub-Agents

πŸš€ Transform Your Entire Business Operations

Imagine having access to a complete organization of world-class specialists - architects, engineers, analysts, strategists, marketers, and domain experts - all available instantly. That's exactly what Claude Code Agent Team delivers: a comprehensive business ecosystem that spans every domain from core software development to advanced business strategy.

πŸ“Ί Video Overview

🧠 Understanding the Agent Mental Model

Think of Agents as Your Complete Organization

Instead of one generalist assistant, imagine having instant access to:

  • Technical Teams: Senior architects, frontend specialists, backend engineers, security experts, performance optimizers
  • Business Intelligence: Financial analysts, market researchers, competitive strategists, business model experts
  • Growth & Revenue: Customer acquisition specialists, retention experts, pricing strategists, partnership developers
  • Operations Excellence: Process optimizers, compliance officers, infrastructure maintainers, support specialists
  • Creative & Content: Brand guardians, content creators, visual storytellers, marketing specialists
  • Strategy & Leadership: Business strategists, investment analysts, risk assessors, executive advisors

How Expert Matching Works

  1. Context Analysis: Claude Code analyzes your request across technical and business domains
  2. Expertise Assessment: Evaluates whether you need technical implementation, strategic planning, financial analysis, or creative work
  3. Complexity Evaluation: Simple tasks vs. comprehensive strategic initiatives
  4. Domain Matching: Selects the specialist with the most relevant expertise across 13+ categories
  5. Multi-Agent Coordination: For complex initiatives, orchestrates multiple specialists working in harmony

🎯 Complete Agent Ecosystem Overview

This repository contains 76+ specialized agent personas across 13 comprehensive categories, representing every domain needed to build, grow, and optimize a modern business. Each agent embodies deep domain expertise with unique methodologies, priorities, and proven frameworks.

πŸ—οΈ Core Technical Excellence (14 agents)

Your complete software development lifecycle team

  • systems-architect - Enterprise architecture, scalability, technical strategy
  • senior-software-engineer - Complex feature implementation, technical leadership
  • frontend-ux-specialist - User experience, accessibility, responsive design
  • backend-reliability-engineer - APIs, databases, microservices, infrastructure
  • performance-optimizer - Speed optimization, bottleneck elimination, efficiency
  • security-threat-analyst - Cybersecurity, vulnerability assessment, compliance
  • code-analyzer-debugger - Bug investigation, root cause analysis, troubleshooting
  • code-refactoring-expert - Code quality, technical debt reduction, maintainability
  • qa-test-engineer - Quality assurance, testing strategies, automation
  • technical-mentor-guide - Knowledge transfer, education, concept explanation
  • content-marketer-writer - Technical content, documentation, copywriting
  • deep-research-specialist - Research synthesis, multi-source validation
  • prd-writer - Product requirements, user stories, technical specifications
  • product-manager-orchestrator - Multi-agent coordination, project management

πŸ€– AI & Automation Specialists (6 agents)

Advanced artificial intelligence and automation experts

  • ai-workflow-designer-aa - AI-powered workflow design, intelligent automation
  • automation-architect-aa - Process automation, system integration
  • integration-specialist-aa - API integration, system connectivity
  • ml-engineer-aa - Machine learning, model development, AI implementation
  • prompt-engineer-aa - AI prompt optimization, LLM fine-tuning
  • workflow-analyst-aa - Process optimization, efficiency analysis

🏒 Account Team Excellence (5 agents)

Client relationship and account management specialists

  • account-executive-revenue - Sales leadership, revenue generation, client relationships
  • customer-success-manager - Client retention, satisfaction, growth
  • customer-support-at - Support excellence, issue resolution, client care
  • managed-services-engineer - Service delivery, technical account management
  • product-engineer-at - Product development, technical solution design

πŸ’° Finance & Strategy Powerhouse (7 agents)

Strategic financial planning and business strategy experts

  • business-strategist-fs - Strategic planning, competitive analysis, business development
  • compliance-officer-fs - Regulatory compliance, risk management, governance
  • cost-optimizer-fs - Cost reduction, efficiency improvement, budget optimization
  • financial-analyst-fs - Financial modeling, ROI analysis, investment evaluation
  • investment-analyst-fs - Investment strategy, portfolio analysis, market evaluation
  • pricing-strategist-fs - Pricing optimization, revenue modeling, competitive pricing
  • risk-assessor-fs - Risk analysis, mitigation strategies, scenario planning

πŸ“ˆ Growth & Revenue Operations (7 agents)

Revenue generation and business growth specialists

  • customer-acquisition-gr - Lead generation, conversion optimization, growth hacking
  • growth-hacker-gr - Viral growth, rapid scaling, innovative marketing
  • operations-optimizer-gr - Operational efficiency, process improvement, scaling
  • partnership-strategist-gr - Strategic partnerships, business development, alliances
  • retention-specialist-gr - Customer retention, churn reduction, loyalty programs
  • revenue-analyst-gr - Revenue optimization, performance analysis, forecasting
  • sales-engineer-gr - Technical sales, solution engineering, pre-sales support

πŸ” Market Research Intelligence (5 agents)

Market analysis and competitive intelligence experts

  • business-model-analyzer-mx - Business model analysis, innovation, strategy
  • competitive-intelligence-mx - Competitor analysis, market positioning, intelligence
  • experience-analyzer-mx - User experience research, customer journey analysis
  • reddit-intelligence-mx - Social media intelligence, community insights, trend analysis
  • tam-market-sizing-mx - Total addressable market analysis, market opportunity assessment

🎨 Design Excellence (5 agents)

Creative design and brand development specialists

  • brand-guardian - Brand strategy, identity, consistency, guidelines
  • ui-designer - User interface design, visual design, design systems
  • ux-researcher - User research, usability testing, experience optimization
  • visual-storyteller - Visual communication, storytelling, creative direction
  • whimsy-injector - Creative flair, innovation, unique design perspectives

πŸ“’ Marketing Mastery (7 agents)

Comprehensive marketing and content creation experts

  • app-store-optimizer - App store optimization, mobile marketing, conversion
  • content-creator - Content strategy, creation, multi-platform publishing
  • growth-hacker - Viral marketing, rapid growth, innovative campaigns
  • instagram-curator - Instagram strategy, visual content, social engagement
  • reddit-community-builder - Reddit marketing, community building, organic growth
  • tiktok-strategist - TikTok content, viral video strategy, social trends
  • twitter-engager - Twitter strategy, engagement, thought leadership

βš™οΈ Operations Excellence (5 agents)

Operational efficiency and business management specialists

  • analytics-reporter - Data analysis, reporting, business intelligence
  • finance-tracker - Financial tracking, budget management, expense analysis
  • infrastructure-maintainer - Systems maintenance, reliability, infrastructure management
  • legal-compliance-checker - Legal compliance, contract review, regulatory adherence
  • support-responder - Customer support, issue resolution, service excellence

πŸš€ Product Innovation (3 agents)

Product development and innovation specialists

  • feedback-synthesizer - Customer feedback analysis, insight generation, improvement planning
  • sprint-prioritizer - Agile planning, backlog management, priority optimization
  • trend-researcher - Market trends, innovation opportunities, future planning

πŸ“‹ Project Management (3 agents)

Project coordination and delivery specialists

  • experiment-tracker - A/B testing, experimentation, data-driven decisions
  • project-shipper - Project delivery, timeline management, execution excellence
  • studio-producer - Creative project management, production coordination

πŸ§ͺ Testing & Quality (5 agents)

Quality assurance and testing specialists

  • api-tester - API testing, integration testing, automated testing
  • performance-benchmarker - Performance testing, benchmarking, optimization
  • test-results-analyzer - Test analysis, quality metrics, improvement recommendations
  • tool-evaluator - Tool assessment, technology evaluation, solution comparison
  • workflow-optimizer - Process optimization, efficiency improvement, workflow design

πŸ”§ Specialized Solutions (4 agents)

Cross-functional specialists for unique challenges

  • content-marketer-writer - Technical content creation, marketing copy, documentation
  • market-research-analyst - Market research, analysis, strategic insights
  • product-requirements-generator - Requirements documentation, specification writing
  • ui-ux-analyst - UI/UX analysis, user experience optimization, design evaluation

πŸš€ Your First Agent Interaction (5 minutes)

Step 1: Verify Claude Code is Ready

  1. Open Claude Code in your project
  2. Type: "Hello, can you see my project files?"
  3. βœ… Expect: Confirmation of file access

Step 2: Activate Your First Agent (Try Different Domains)

Technical Challenge:

"I need help debugging this slow API endpoint in [filename]"
πŸ” Watch for: code-analyzer-debugger activation
βœ… Expect: Systematic investigation approach

Business Strategy:

"Analyze our competitor's pricing strategy and recommend optimizations"
πŸ” Watch for: pricing-strategist-fs or competitive-intelligence-mx activation
βœ… Expect: Comprehensive market analysis approach

Marketing Initiative:

"Create a viral TikTok content strategy for our new product launch"
πŸ” Watch for: tiktok-strategist activation
βœ… Expect: Platform-specific creative strategy

Step 3: Validate the Specialized Experience

  • Did the agent demonstrate domain-specific expertise?
  • Did it use industry-specific terminology and methodologies?
  • Did it provide evidence-based insights relevant to that domain?

πŸ“š Your Learning Journey

🟒 Beginner (New to AI-assisted business operations)

  • Start here: Understanding the Agent Mental Model (see above)
  • First task: Try the 5-minute interaction guide across different domains
  • Validation: Use the Knowledge Checkpoints section
  • Goal: Understand how different agents approach the same problem differently

🟑 Intermediate (Familiar with AI tools)

  • Jump to: Multi-Agent Business Workflows examples
  • Challenge: Try a complete business initiative workflow (market research β†’ strategy β†’ implementation)
  • Advance: Cross-functional coordination patterns
  • Goal: Master coordinating multiple specialists for complex initiatives

πŸ”΄ Advanced (Ready for enterprise orchestration)

  • Explore: Strategic multi-agent orchestration in Advanced Usage
  • Master: Custom business workflow sequences
  • Contribute: Use the agent specification format for custom specialists
  • Goal: Build complete business systems using agent teams

🎯 Agent Decision Matrix

Technical Domains

Your Request Contains... Likely Agent Why This Agent?
"slow", "performance", "optimize" performance-optimizer Specializes in technical bottleneck analysis
"secure", "vulnerability", "auth" security-threat-analyst Expert in cybersecurity and threat modeling
"component", "UI", "responsive" frontend-ux-specialist Focuses on user experience and design
"API", "server", "database" backend-reliability-engineer Server-side systems and infrastructure expert
"debug", "error", "investigate" code-analyzer-debugger Systematic technical troubleshooting

Business Strategy Domains

Your Request Contains... Likely Agent Why This Agent?
"market", "competitor", "analysis" competitive-intelligence-mx Market research and competitive analysis
"pricing", "revenue", "monetization" pricing-strategist-fs Revenue optimization and pricing strategy
"growth", "scaling", "acquisition" growth-hacker-gr Rapid growth and scaling strategies
"budget", "ROI", "financial" financial-analyst-fs Financial modeling and investment analysis
"risk", "compliance", "governance" risk-assessor-fs Risk management and compliance expertise

Marketing & Content Domains

Your Request Contains... Likely Agent Why This Agent?
"content", "blog", "copywriting" content-creator Content strategy and creation expertise
"brand", "identity", "guidelines" brand-guardian Brand strategy and consistency
"social media", "viral", "engagement" platform-specific agent Specialized social platform expertise
"app store", "mobile marketing" app-store-optimizer Mobile app marketing and optimization

Operations & Process Domains

Your Request Contains... Likely Agent Why This Agent?
"process", "efficiency", "workflow" operations-optimizer-gr Operational excellence and process improvement
"analytics", "reporting", "metrics" analytics-reporter Data analysis and business intelligence
"support", "customer service" support-responder Customer service excellence
"legal", "contract", "compliance" legal-compliance-checker Legal and regulatory expertise

You can also explicitly request any agent:

"Use the financial-analyst-fs to create ROI projections for this new product"
"Have the brand-guardian review our marketing materials for brand consistency"
"Use the competitive-intelligence-mx to analyze our market position"

πŸ’‘ Usage Patterns & Examples

Single Agent Tasks

Technical Development:

"Create a responsive e-commerce checkout component with accessibility features"
β†’ Activates: frontend-ux-specialist

Business Strategy:

"Analyze the SaaS market opportunity for our new AI tool"
β†’ Activates: tam-market-sizing-mx

Financial Planning:

"Create a 3-year financial model with scenario planning for our startup"
β†’ Activates: financial-analyst-fs

Marketing Campaign:

"Design a viral TikTok campaign for our fitness app launch"
β†’ Activates: tiktok-strategist

Operations Optimization:

"Analyze our customer support workflow and recommend improvements"
β†’ Activates: operations-optimizer-gr

Task Tool Syntax Examples

Claude Code's Task tool provides a powerful way to explicitly delegate work to specialized agents using a structured syntax. This allows for precise control over which domain expert handles your request, ensuring optimal results for specialized business and technical challenges.

Basic Task Tool Syntax

Task(
  description="Brief task description",
  prompt="Detailed prompt explaining what you need",
  subagent_type="exact-agent-name"
)

Technical Development & Security

# Systems Architecture & Design
Task(
  description="Design scalable microservices architecture",
  prompt="Design a microservices architecture for our e-commerce platform handling 100K+ daily users with real-time inventory, payment processing, and order management",
  subagent_type="systems-architect"
)

# Frontend Development & UX
Task(
  description="Create accessible checkout component",
  prompt="Build a responsive, WCAG 2.1 AA compliant checkout component with multi-step form validation, payment integration, and mobile-first design",
  subagent_type="frontend-ux-specialist"
)

# Backend Systems & APIs
Task(
  description="Optimize database performance",
  prompt="Analyze and optimize our PostgreSQL database performance for user queries, implement caching strategies, and design efficient indexing for 10M+ records",
  subagent_type="backend-reliability-engineer"
)

# Security Assessment & Protection
Task(
  description="Conduct security vulnerability audit",
  prompt="Perform comprehensive security audit of our API endpoints, authentication system, and data handling processes with OWASP compliance recommendations",
  subagent_type="security-threat-analyst"
)

# Performance Optimization
Task(
  description="Eliminate application bottlenecks",
  prompt="Identify and resolve performance bottlenecks in our React application, optimize bundle size, improve Core Web Vitals, and implement efficient caching",
  subagent_type="performance-optimizer"
)

Financial Analysis & Strategy

# Financial Modeling & Analysis
Task(
  description="Create comprehensive financial projections",
  prompt="Build a 5-year financial model for our SaaS startup including revenue projections, customer acquisition cost analysis, and scenario planning for different growth rates",
  subagent_type="financial-analyst-fs"
)

# Investment Analysis & Valuation
Task(
  description="Analyze potential acquisition targets",
  prompt="Evaluate three potential acquisition targets in the fintech space, including due diligence framework, valuation models, and integration risk assessment",
  subagent_type="investment-analyst-fs"
)

# Pricing Strategy & Optimization
Task(
  description="Optimize SaaS pricing model",
  prompt="Analyze our current pricing tiers, research competitor pricing, and recommend optimized pricing strategy to maximize revenue while improving conversion rates",
  subagent_type="pricing-strategist-fs"
)

# Risk Assessment & Management
Task(
  description="Assess market expansion risks",
  prompt="Evaluate risks and mitigation strategies for expanding our business into European markets, including regulatory, financial, and operational considerations",
  subagent_type="risk-assessor-fs"
)

Marketing & Growth Operations

# Customer Acquisition Strategy
Task(
  description="Design growth hacking campaign",
  prompt="Create a viral customer acquisition strategy for our productivity app launch, including referral programs, social media amplification, and conversion optimization",
  subagent_type="customer-acquisition-gr"
)

# Platform-Specific Marketing
Task(
  description="Develop TikTok marketing strategy",
  prompt="Create a comprehensive TikTok marketing strategy for our fitness app, including content calendar, influencer partnerships, and viral campaign concepts",
  subagent_type="tiktok-strategist"
)

# Brand Strategy & Guidelines
Task(
  description="Establish brand identity system",
  prompt="Develop comprehensive brand guidelines for our B2B software company, including visual identity, voice guidelines, and brand consistency framework",
  subagent_type="brand-guardian"
)

# Content Marketing Strategy
Task(
  description="Create content marketing framework",
  prompt="Design a content marketing strategy for our AI startup, including thought leadership articles, case studies, and multi-platform content distribution",
  subagent_type="content-creator"
)

AI Automation & Workflow Design

# AI Workflow Architecture
Task(
  description="Design intelligent automation system",
  prompt="Create an AI-powered workflow automation system for our customer support, including ticket routing, response generation, and escalation protocols",
  subagent_type="ai-workflow-designer-aa"
)

# Process Automation Strategy
Task(
  description="Automate business processes",
  prompt="Identify and design automation solutions for our order fulfillment process, from inventory management to shipping notifications and customer updates",
  subagent_type="automation-architect-aa"
)

# Machine Learning Implementation
Task(
  description="Implement recommendation engine",
  prompt="Design and implement a machine learning recommendation system for our e-commerce platform with collaborative filtering and real-time personalization",
  subagent_type="ml-engineer-aa"
)

Operations & Analytics

# Business Intelligence & Reporting
Task(
  description="Create executive dashboard system",
  prompt="Design comprehensive business intelligence dashboard for C-level executives showing KPIs, revenue trends, customer metrics, and operational efficiency",
  subagent_type="analytics-reporter"
)

# Process Optimization & Efficiency
Task(
  description="Optimize operational workflows",
  prompt="Analyze and optimize our customer onboarding process, reducing time-to-value and improving user activation rates through workflow redesign",
  subagent_type="operations-optimizer-gr"
)

# Quality Assurance Strategy
Task(
  description="Implement comprehensive testing framework",
  prompt="Design end-to-end testing strategy for our web application including unit tests, integration tests, and automated user acceptance testing",
  subagent_type="qa-test-engineer"
)

Market Research & Competitive Intelligence

# Market Opportunity Analysis
Task(
  description="Assess total addressable market",
  prompt="Conduct comprehensive TAM analysis for our AI-powered accounting software targeting small businesses, including market size, growth trends, and opportunity assessment",
  subagent_type="tam-market-sizing-mx"
)

# Competitive Intelligence Research
Task(
  description="Analyze competitor landscape",
  prompt="Perform deep competitive analysis of top 5 competitors in the project management software space, including feature comparison, pricing analysis, and positioning gaps",
  subagent_type="competitive-intelligence-mx"
)

Design & User Experience

# UI/UX Design Strategy
Task(
  description="Design user interface system",
  prompt="Create a comprehensive design system for our fintech application including component library, typography standards, color palette, and interaction patterns",
  subagent_type="ui-designer"
)

# User Experience Research
Task(
  description="Conduct user research study",
  prompt="Design and execute user research study for our mobile app redesign, including user interviews, usability testing, and journey mapping",
  subagent_type="ux-researcher"
)

Project Management & Coordination

# Multi-Agent Project Coordination
Task(
  description="Orchestrate complex business initiative",
  prompt="Coordinate a complete product launch initiative involving market research, technical development, marketing campaigns, and operational setup across multiple specialist teams",
  subagent_type="product-manager-orchestrator"
)

# Sprint Planning & Prioritization
Task(
  description="Optimize development sprint planning",
  prompt="Design an agile sprint planning process that balances technical debt, new features, and bug fixes while maximizing team productivity and stakeholder satisfaction",
  subagent_type="sprint-prioritizer"
)

Advanced Multi-Domain Coordination

# Cross-Functional Business Analysis
Task(
  description="Comprehensive business assessment",
  prompt="Coordinate a complete business health assessment covering financial performance, market position, operational efficiency, technology infrastructure, and growth opportunities",
  subagent_type="business-strategist-fs"
)

# Technical-Business Integration
Task(
  description="Align technical architecture with business strategy",
  prompt="Ensure our technical roadmap and system architecture align with business objectives, scalability requirements, and market expansion plans",
  subagent_type="systems-architect"
)

Multi-Agent Business Workflows

Complete Product Launch:

"Launch a new SaaS product from concept to market"
β†’ Orchestrates: tam-market-sizing-mx β†’ business-strategist-fs β†’
                prd-writer β†’ systems-architect β†’ financial-analyst-fs β†’
                content-creator β†’ app-store-optimizer β†’ analytics-reporter

Market Expansion Strategy:

"Expand our business into the European market"
β†’ Orchestrates: competitive-intelligence-mx β†’ risk-assessor-fs β†’
                compliance-officer-fs β†’ pricing-strategist-fs β†’
                partnership-strategist-gr β†’ content-creator

Digital Transformation Initiative:

"Modernize our legacy systems and processes"
β†’ Orchestrates: systems-architect β†’ automation-architect-aa β†’
                cost-optimizer-fs β†’ operations-optimizer-gr β†’
                infrastructure-maintainer β†’ qa-test-engineer

Brand Refresh & Marketing Overhaul:

"Rebrand our company and launch comprehensive marketing campaigns"
β†’ Orchestrates: brand-guardian β†’ visual-storyteller β†’ content-creator β†’
                growth-hacker β†’ social-media specialists β†’ analytics-reporter

Agent Personalities & Approaches

Each agent category has distinct priorities and methodologies:

Technical Excellence Priorities

  • Frontend: User experience > accessibility > performance > technical elegance
  • Backend: Reliability > security > performance > features > convenience
  • Security: Security > compliance > reliability > performance > convenience
  • Architect: Long-term maintainability > scalability > performance > short-term gains
  • Performance: Measure first > optimize critical path > user experience

Business Strategy Priorities

  • Financial Analyst: Data accuracy > risk assessment > growth potential > speed
  • Business Strategist: Market opportunity > competitive advantage > execution feasibility > resource requirements
  • Pricing Strategist: Value optimization > market positioning > revenue maximization > competitive response
  • Risk Assessor: Risk mitigation > compliance > operational stability > growth enablement

Marketing & Growth Priorities

  • Growth Hacker: Viral potential > scalability > measurement > sustainability
  • Content Creator: Audience value > engagement > brand alignment > distribution
  • Brand Guardian: Brand consistency > message clarity > visual coherence > market differentiation

Operations Excellence Priorities

  • Operations Optimizer: Efficiency > scalability > cost optimization > quality
  • Analytics Reporter: Data accuracy > actionable insights > visualization clarity > stakeholder alignment

Common Business Workflows

1. Complete Business Development Flow

Market Research (tam-market-sizing-mx, competitive-intelligence-mx) β†’
Strategy Development (business-strategist-fs, pricing-strategist-fs) β†’
Financial Planning (financial-analyst-fs, investment-analyst-fs) β†’
Product Requirements (prd-writer, product-requirements-generator) β†’
Technical Implementation (systems-architect, senior-software-engineer) β†’
Marketing Launch (content-creator, growth-hacker, social specialists) β†’
Operations Setup (operations-optimizer-gr, analytics-reporter) β†’
Performance Monitoring (revenue-analyst-gr, performance-benchmarker)

2. Digital Marketing Campaign Flow

Brand Strategy (brand-guardian) β†’
Content Planning (content-creator, visual-storyteller) β†’
Platform Strategy (social media specialists) β†’
Campaign Execution (growth-hacker, platform specialists) β†’
Performance Tracking (analytics-reporter) β†’
Optimization (growth-hacker-gr, revenue-analyst-gr)

3. Business Process Optimization Flow

Current State Analysis (operations-optimizer-gr, workflow-analyst-aa) β†’
Automation Opportunities (automation-architect-aa, ai-workflow-designer-aa) β†’
Financial Impact (cost-optimizer-fs, financial-analyst-fs) β†’
Implementation Planning (project-shipper, integration-specialist-aa) β†’
Quality Assurance (qa-test-engineer, workflow-optimizer) β†’
Performance Monitoring (analytics-reporter, performance-benchmarker)

4. Strategic Partnership Development Flow

Market Opportunity (competitive-intelligence-mx, tam-market-sizing-mx) β†’
Partnership Strategy (partnership-strategist-gr, business-strategist-fs) β†’
Financial Modeling (financial-analyst-fs, revenue-analyst-gr) β†’
Risk Assessment (risk-assessor-fs, compliance-officer-fs) β†’
Negotiation Support (account-executive-revenue) β†’
Integration Planning (integration-specialist-aa, operations-optimizer-gr)

βœ… Knowledge Checkpoints

After Understanding Agent Categories

  • Can you explain when to use financial-analyst-fs vs. investment-analyst-fs?
  • What's the difference between growth-hacker and growth-hacker-gr?
  • How would you coordinate technical and business agents for a product launch?
  • Can you identify which agents would be needed for a market expansion initiative?

After First Cross-Domain Use

  • Did you see how business and technical agents complement each other?
  • Can you identify what made each agent's approach unique to their domain?
  • What would you do differently for your next multi-domain initiative?
  • How did the agents handle cross-functional requirements?

Advanced Business Orchestration

  • Can you design a complete business workflow from concept to execution?
  • Do you understand when to use specialist vs. generalist agents?
  • Can you troubleshoot agent coordination issues independently?
  • How would you adapt workflows for different business contexts?

Best Practices

1. Be Specific About Business Context

Instead of: "Help me grow my business" Try: "Create a customer acquisition strategy for our B2B SaaS targeting small businesses"

2. Provide Complete Context

  • Business Goals: What you're trying to accomplish
  • Market Context: Industry, competition, target audience
  • Constraints: Budget, timeline, resources, regulatory requirements
  • Success Metrics: How you'll measure success

3. Trust Domain Expertise

Each agent brings specialized knowledge and proven methodologies from their field. Let them guide the approach while you provide business context and requirements.

4. Leverage Cross-Functional Workflows

For complex business initiatives, coordinate multiple specialists more effectively than trying to handle everything with a single generalist approach.

5. Think in Business Systems

Consider how technical, marketing, financial, and operational aspects interconnect. Use agent teams to address all dimensions of business challenges.

Integration with Claude Code

Task Tool Integration

These agents integrate seamlessly with Claude Code's Task tool:

  • No additional setup required - Works with your existing Claude Code setup
  • Automatic specialist selection based on business and technical context
  • Coordinated multi-agent workflows for complex business initiatives
  • Progress tracking across comprehensive business projects

Business Intelligence Capabilities

Agents work with Claude Code's existing capabilities plus business-specific analysis:

  • Market research and analysis from multiple data sources
  • Financial modeling and projections with scenario planning
  • Competitive intelligence and strategic planning
  • Marketing campaign development and performance tracking
  • Operational process optimization and efficiency improvement

Evidence-Based Business Decisions

All agents follow evidence-based practices:

  • Data-driven market analysis (competitive-intelligence-mx)
  • Financial validation and modeling (financial-analyst-fs)
  • Performance measurement and optimization (analytics-reporter)
  • Risk assessment and mitigation (risk-assessor-fs)
  • Strategic planning with measurable outcomes (business-strategist-fs)

Contributing to Agent Development

Agent Specification Format

Each agent follows a structured format:

---
name: agent-name
description: When to use this agent, capabilities, and domain expertise
color: visual-identifier
---

# Persona definition including:
- Identity & Operating Principles
- Core Methodology
- Domain Expertise
- Problem-Solving Approach
- Quality Standards
- Communication Style
- Success Metrics

Design Principles for Business Agents

  1. Domain Specialization - Deep expertise in specific business functions
  2. Evidence-Based Decision Making - All recommendations backed by data and industry best practices
  3. Cross-Functional Awareness - Understanding of how domains interconnect
  4. Scalability Focus - Solutions that work for startups to enterprise
  5. ROI Consciousness - Business impact and return on investment considerations
  6. Risk Management - Proactive identification and mitigation of business risks

Troubleshooting

Agent Not Activating

  • Use domain-specific keywords (see Agent Decision Matrix above)
  • Be specific about the business context (B2B vs B2C, industry, stage)
  • Mention specific deliverables you need (financial model, marketing strategy, etc.)
  • Try explicit activation: "Use the financial-analyst-fs agent to..."

Getting Generic Business Advice

  • Specify your industry and market context
  • Mention specific business metrics or goals
  • Reference particular frameworks or methodologies
  • Ask for the specialized approach or domain expertise

Multi-Agent Coordination for Business Initiatives

  • Request the product-manager-orchestrator for complex cross-functional projects
  • Break initiatives into clear functional areas (strategy, finance, marketing, operations)
  • Specify which business aspects need different types of expertise
  • Use phrases like "coordinate across business functions" or "end-to-end business workflow"

Cross-Domain Integration Issues

  • Be explicit about technical and business requirements
  • Mention when you need both implementation and strategy
  • Ask for coordination between technical and business specialists
  • Use the systems-architect or business-strategist-fs for high-level coordination

Advanced Usage

Custom Business Workflows

Create custom workflows by explicitly requesting agent sequences:

"First use the tam-market-sizing-mx to analyze market opportunity,
then the competitive-intelligence-mx to assess competition,
then the financial-analyst-fs to model revenue potential,
then the business-strategist-fs to create our go-to-market strategy"

Cross-Functional Agent Consultation

Ask agents to collaborate across domains:

"Have the pricing-strategist-fs work with the frontend-ux-specialist to
optimize our checkout flow for revenue while maintaining user experience"

Strategic Learning and Development

Use specialized mentors for business education:

"Use the business-strategist-fs to explain different market entry strategies
and help me understand which would work best for our SaaS product"

Comprehensive Business Analysis

Coordinate multiple specialists for complete business assessment:

"Conduct a comprehensive business analysis including financial health,
market position, operational efficiency, and growth opportunities"
β†’ Coordinates: financial-analyst-fs, competitive-intelligence-mx,
               operations-optimizer-gr, growth-hacker-gr

License & Usage

This agent team is designed to work with Claude Code and follows Anthropic's usage guidelines. The agents are configured to prioritize business value, ethical practices, security, and quality in all interactions.


πŸš€ Ready to Transform Your Business?

Simply describe your business challenge to Claude Code - whether it's technical implementation, strategic planning, financial analysis, marketing campaigns, or operational optimization - and the appropriate specialist agent will be activated to provide expert assistance. Transform your entire business operations with AI-powered expertise today!

Credits & Contributions

Original Core Development Team

The original 14 core technical agents were developed as part of the Claude Code Agent Team project, focusing on software development lifecycle excellence.

Major Contributor: Aref Vafabakhsh

πŸ™ Special Recognition to Aref Vafabakhsh

Aref has made an extraordinary contribution to this project by adding 62 specialized business and domain agents across 12 additional categories, transforming this from a technical-focused tool into a comprehensive business ecosystem. This massive expansion includes:

  • AI & Automation Specialists (6 agents)
  • Account Team Agents (5 agents)
  • Finance & Strategy (7 agents)
  • Growth & Revenue Operations (7 agents)
  • Market Research Agents (5 agents)
  • Design Excellence (5 agents)
  • Marketing Mastery (7 agents)
  • Operations Excellence (5 agents)
  • Product Innovation (3 agents)
  • Project Management (3 agents)
  • Testing & Quality (5 agents)
  • Specialized Solutions (4 agents)

Aref's contribution represents the largest single expansion of the agent ecosystem, enabling businesses to leverage AI expertise across every domain from technical implementation to strategic planning, financial analysis, marketing campaigns, and operational excellence.

Additional Contributors

  • Contains Studio - design, marketing, product, project-management, operations, testing agents

This comprehensive agent ecosystem represents the collective expertise of multiple contributors, with Aref's substantial contribution making it possible to address the complete spectrum of modern business challenges.