Transform your workflow with the most comprehensive AI agent ecosystem ever created. Deploy intelligent swarms that work in parallel, automate complex tasks, and unlock capabilities you never thought possible—all without writing a single line of code.
The Claude-Flow Swarm Automation Framework provides 610+ specialized AI agents designed to handle everything from complex software development to personal coaching, business automation, predictive analytics, and beyond. Every agent has full internet access and can be orchestrated in parallel swarms for exponential productivity gains.
- 422 Non-Coding Agents (Business, Research, Personal Development, Predictions)
- 188 Coding Agents (Development, Testing, Infrastructure, DevOps)
- Language Experts: Python, JavaScript, TypeScript, Rust, Go, Java, C#, PHP, Ruby, Swift, Kotlin
- Framework Masters: React 19, Next.js 15, Angular, Vue.js, Django, Flask, Spring Boot, Laravel, Rails
- Testing Specialists: TDD (Classicist/Mockist/Story), BDD, ATDD, Jest, Cypress, Playwright, Property-based
- Infrastructure: AWS, Kubernetes, Docker, Serverless, Microservices, GitOps (ArgoCD, Flux)
- Database: PostgreSQL, MySQL, MongoDB, Redis, Elasticsearch, SQL Server, Oracle
- DevOps/CI-CD: Pipeline automation, Blue-green deployments, Canary releases, Self-healing systems
- PyTorch Deep Learning, TensorFlow ML, AI-Enhanced Testing, Self-Tuning Systems, AI Security Defense
- Strategy: Business Launch, Growth Scaling, Market Expansion, Competitive Analysis
- Finance: Payment Integration (20+ gateways), Revenue Optimization, Investment Planning
- Personal Development: Career Planning, Leadership, Life Transitions, Relationship Harmony
- Simulations: Market Modeling, Supply Chain, Policy Impact, Competitor Behavior
- Business: Customer Behavior, Market Crashes, Technology Adoption, Startup Success
- Entertainment: Viral Content, Movie/Music Hits, Gaming Success, Meme Evolution
- Sports: Baseball, Basketball, Football, Tennis Match Outcomes, Player Performance
- Social: Election Outcomes, Social Movements, Population Dynamics, Mental Health Trends
- Intelligence: Emotional, Social, Cultural, Creative Problem-Solving
- Performance: Peak States, Flow Optimization, Habit Formation, Decision Enhancement
- Skills: Communication, Public Speaking, Networking, Conflict Resolution
- Research: Advanced Internet Mining, Data Synthesis, Trend Analysis
Problem: Need to understand a new market segment quickly for product launch Solution: Deploy Market Research Swarm (5 agents in parallel)
Prompt: "I need comprehensive research on the sustainable fashion market for Gen Z consumers. Analyze market size, key players, consumer preferences, pricing strategies, and emerging trends. Include data from the last 2 years and predictions for the next 3 years."
Agents Used:
- market-user-research
- consumer-insights-synthesizer
- competitor-benchmarking-agent
- trend-detection-extrapolation
- consumer-preference-evolution-agent
Tip: Request specific data points and timeframes for more actionable insights
Problem: Need to synthesize research across multiple academic fields Solution: Deploy Research Synthesis Swarm
Prompt: "Find and synthesize the latest research on the intersection of neuroscience and learning retention. Focus on practical applications for corporate training programs. Include meta-analyses from the last 5 years."
Agents:
- advanced-research-engine
- knowledge-acquisition-management
- output-synthesis-refinement
Problem: Need real-time competitive analysis without hiring consultants Solution: Multi-agent competitive intelligence operation
Prompt: "Monitor and analyze our top 5 competitors' digital presence. Track their new product launches, pricing changes, marketing campaigns, customer complaints, and leadership changes. Provide weekly intelligence reports."
Agents:
- competitor-analysis-simulation-agent
- reputation-monitoring-management
- social-media-trend-forecasting-agent
- consumer-insights-synthesizer
Problem: Evaluating technology choices for a new project Solution: Technology evaluation swarm
Prompt: "Research and compare headless CMS solutions for our e-commerce platform. Evaluate Contentful, Strapi, and Sanity based on pricing, scalability, developer experience, and integration capabilities. Include real user experiences from the last year."
Agents:
- technology-adoption-prediction-agent
- advanced-research-engine
- tech-constraints-feasibility-agent
Problem: Need to evaluate multiple investment opportunities quickly Solution: Financial analysis swarm
Prompt: "Analyze these 10 potential investment opportunities in renewable energy. Evaluate market potential, regulatory risks, technology maturity, and competitive landscape. Rank them by risk-adjusted return potential."
Agents:
- investment-wealth-building-agent
- risk-assessment-agent
- regulatory-risk-assessment-agent
- market-crash-bubble-detection-agent
Problem: Customer drop-off at various touchpoints Solution: Journey optimization swarm
Prompt: "Analyze our customer journey from awareness to purchase. Identify all friction points, suggest improvements, and predict impact of each change on conversion rates. Focus on mobile experience."
Agents:
- customer-journey-orchestration-agent
- user-journey-strategist
- conversion-optimization-specialist
- mobile-experience-analyzer
Problem: Need coordinated campaign across all channels Solution: Marketing orchestration swarm
Prompt: "Create a 30-day product launch campaign for our new AI writing assistant. Coordinate messaging across email, social media, blog content, and paid ads. Include A/B testing strategies and performance predictions."
Agents:
- campaign-planning-specialist
- content-virality-scoring-agent
- hashtag-topic-trending-agent
- promotional-campaign-optimizer
Problem: Need dynamic pricing that maximizes revenue Solution: Pricing intelligence swarm
Prompt: "Analyze our product pricing across all SKUs. Compare with competitors, evaluate price elasticity, and recommend optimal pricing tiers. Include psychological pricing strategies and regional variations."
Agents:
- pricing-strategy-optimizer
- competitor-benchmarking-agent
- consumer-behavior-prediction-agent
- revenue-growth-manager
Problem: Hidden vulnerabilities in supply chain Solution: Supply chain analysis swarm
Prompt: "Audit our entire supply chain for risks. Identify single points of failure, geopolitical risks, and alternative suppliers. Create contingency plans for top 10 risk scenarios."
Agents:
- supply-chain-disruption-agent
- risk-assessment-agent
- scenario-simulation-agent
- natural-disaster-risk-agent
Problem: High turnover in key departments Solution: HR optimization swarm
Prompt: "Analyze employee satisfaction data and exit interviews. Identify retention risk factors and recommend targeted interventions. Predict impact of proposed changes on turnover rates."
Agents:
- employee-onboarding-offboarding-agent
- team-chemistry-dynamics-agent
- workplace-performance-excellence-agent
- culture-assessment-agent
Problem: Inaccurate sales projections affecting planning Solution: Sales prediction swarm
Prompt: "Analyze our CRM data and create accurate 90-day sales forecasts. Factor in seasonality, sales rep performance, deal stage progression rates, and economic indicators. Provide confidence intervals."
Agents:
- sales-forecast-simulation-agent
- economic-indicator-forecasting-agent
- performance-pattern-analyzer
- uncertainty-quantification-agent
Problem: Want to maximize content reach Solution: Viral content swarm
Prompt: "Analyze this blog post draft and predict its viral potential. Suggest specific changes to headlines, imagery, and distribution strategy to maximize shares. Include platform-specific optimizations."
Agents:
- content-virality-scoring-agent
- viral-video-prediction-agent
- platform-specific-virality-agent
- meme-evolution-prediction-agent
Problem: Losing customers without warning Solution: Churn prevention swarm
Prompt: "Analyze our customer behavior data to identify early churn indicators. Create risk scores for each customer segment and recommend personalized retention campaigns for at-risk groups."
Agents:
- customer-behavior-prediction-agent
- customer-retention-loyalty-agent
- segment-specific-analyzer
- behavioral-pattern-detector
Problem: Need to stay ahead of market shifts Solution: Trend prediction swarm
Prompt: "Monitor and predict trends in the plant-based food industry. Identify emerging sub-categories, predict mainstream adoption timelines, and recommend product development priorities."
Agents:
- trend-detection-extrapolation
- technology-adoption-prediction-agent
- consumer-preference-evolution-agent
- cultural-trend-evolution-agent
Problem: Want data-driven investment decisions Solution: Financial prediction swarm
Prompt: "Analyze tech stock movements based on earnings reports, market sentiment, and macroeconomic factors. Provide daily predictions with confidence scores for my portfolio."
Agents:
- stock-price-movement-predictor
- market-crash-bubble-detection-agent
- economic-indicator-forecasting-agent
- sentiment-analysis-predictor
Problem: Feeling stuck in current career Solution: Career development swarm
Prompt: "I'm a marketing manager wanting to transition into product management. Create a 6-month transition plan including skill gaps to fill, networking strategies, and portfolio projects to build."
Agents:
- career-change-pivoting-agent
- skill-acquisition-mastery-agent
- professional-skill-development-agent
- networking-strategy-builder
Problem: Need to establish thought leadership Solution: Brand development swarm
Prompt: "Help me build my personal brand as a sustainability consultant. Create content themes, identify speaking opportunities, and develop my unique value proposition. Include LinkedIn optimization strategy."
Agents:
- professional-brand-architect
- authority-expertise-positioning
- industry-thought-leadership
- content-strategy-developer
Problem: Feeling unfulfilled despite success Solution: Life design swarm
Prompt: "I'm successful professionally but feel something's missing. Help me identify my core values, life purpose, and create an action plan to align my daily life with what truly matters to me."
Agents:
- purpose-life-mission-finder-agent
- values-clarification-alignment-agent
- lifestyle-design-freedom-agent
- identity-shift-reinvention-agent
Problem: Struggling with work-life balance affecting relationships Solution: Relationship harmony swarm
Prompt: "My work demands are affecting my family relationships. Create strategies to improve quality time, communication patterns, and emotional connection while maintaining career momentum."
Agents:
- marriage-partnership-harmony-agent
- family-dynamics-harmony-agent
- work-life-balance-optimizer
- emotional-intelligence-master
Problem: Want to operate at highest potential Solution: Performance enhancement swarm
Prompt: "Design a comprehensive peak performance system for me including morning routines, deep work scheduling, energy management, and recovery protocols. Base it on my chronotype and current obligations."
Agents:
- peak-performance-flow-state-agent
- habit-formation-behavior-change-agent
- energy-management-vitality-agent
- time-management-productivity-agent
Problem: Drowning in email overwhelm Solution: Communication automation swarm
Prompt: "Analyze my email patterns and create an automated system for categorizing, prioritizing, and drafting responses. Include templates for common requests and escalation rules."
Agents:
- communication-workflow-optimizer
- written-communication-enhancer
- priority-setting-focus-agent
- automation-rules-creator
Problem: Too many unproductive meetings Solution: Meeting efficiency swarm
Prompt: "Audit my meeting schedule, identify redundancies, and create protocols for more effective meetings. Include agenda templates, participation guidelines, and async alternatives."
Agents:
- meeting-presence-contribution
- time-management-productivity-agent
- communication-mastery
- workflow-optimization-engine
Problem: Inconsistent content production Solution: Content automation swarm
Prompt: "Build an automated content creation pipeline that generates blog posts, social media content, and newsletters from my core ideas. Include SEO optimization and cross-platform distribution."
Agents:
- content-management-specialist
- seo-optimization-agent
- multi-platform-distributor
- content-calendar-manager
Problem: Repetitive customer inquiries consuming resources Solution: Service automation swarm
Prompt: "Analyze our customer service tickets and create automated responses for the top 80% of inquiries. Include escalation paths and sentiment monitoring for complex issues."
Agents:
- customer-service-relationship-agent
- automated-response-generator
- sentiment-analyzer
- escalation-path-designer
Problem: Manual document handling slowing operations Solution: Document automation swarm
Prompt: "Create an automated system for processing invoices, contracts, and reports. Include data extraction, validation rules, and integration with our existing systems."
Agents:
- invoice-processing-ap-automation-agent
- document-repository-organizer-agent
- data-integration-interoperability-agent
- compliance-documentation-agent
Problem: Need fresh product ideas Solution: Innovation swarm
Prompt: "Generate 50 innovative product ideas for the senior care market. Focus on technology-enabled solutions that address loneliness, mobility, and health monitoring. Rank by feasibility and impact."
Agents:
- innovation-creative-problem-solving-agent
- demographic-needs-analyzer
- technology-integration-specialist
- feasibility-assessor
Problem: Brand message not resonating Solution: Storytelling swarm
Prompt: "Develop a compelling brand story for our sustainable packaging company. Create narratives for different audiences, emotional hooks, and visual storytelling elements."
Agents:
- storytelling-narrative-influence
- audience-benefit-alignment-agent
- emotional-trigger-designer
- visual-narrative-creator
Problem: Stuck on complex business challenge Solution: Creative solution swarm
Prompt: "We're losing market share to a disruptive competitor. Generate unconventional strategies to regain our position without competing on price. Include partnership opportunities and blue ocean strategies."
Agents:
- breakthrough-quantum-leap-agent
- competitive-differentiation-agent
- partnership-opportunity-finder
- blue-ocean-strategist
Problem: Running out of content ideas Solution: Ideation swarm
Prompt: "Generate 100 content ideas for our B2B SaaS blog. Include different formats (guides, case studies, interviews), SEO keywords, and engagement predictions for each idea."
Agents:
- content-ideation-generator
- keyword-research-optimizer
- engagement-predictor
- format-diversification-specialist
Problem: Organization lacks innovative thinking Solution: Culture transformation swarm
Prompt: "Design a program to build innovation culture in our 500-person company. Include training modules, incentive structures, and measurement frameworks."
Agents:
- change-agent-innovation-advocate
- organizational-culture-designer
- training-program-developer
- metrics-success-criteria-tracker-agent
Problem: One-size-fits-all marketing not working Solution: Segmentation swarm
Prompt: "Analyze our customer database and create detailed behavioral segments. Include demographics, purchase patterns, lifetime value, and personalized marketing strategies for each segment."
Agents:
- customer-behavior-prediction-agent
- segment-specific-benefits-reporter
- lifetime-value-calculator
- personalization-strategy-designer
Problem: Not understanding social media impact Solution: Social analytics swarm
Prompt: "Analyze our brand's social media presence across all platforms. Track sentiment, identify influencers, find conversation themes, and recommend content strategies for each platform."
Agents:
- social-media-trend-forecasting-agent
- sentiment-analyzer
- influencer-identifier
- platform-optimization-specialist
Problem: High bounce rates, low conversions Solution: UX analysis swarm
Prompt: "Analyze our website user behavior to identify friction points. Create heat maps of user attention, recommend UX improvements, and predict conversion impact of proposed changes."
Agents:
- user-journey-strategist
- conversion-optimizer
- ux-friction-identifier
- a-b-testing-designer
Problem: Don't understand how users use our product Solution: Usage analysis swarm
Prompt: "Analyze product usage data to identify power users, common workflows, and underutilized features. Recommend feature prioritization and user education strategies."
Agents:
- user-behavior-analyzer
- feature-adoption-tracker
- workflow-pattern-detector
- education-strategy-designer
Problem: Missing growth opportunities Solution: Opportunity discovery swarm
Prompt: "Scan the market for untapped opportunities in our industry. Identify underserved segments, emerging needs, and white space opportunities. Rank by potential ROI."
Agents:
- market-expansion-segmentation-advisor
- unmet-needs-identifier
- opportunity-sizing-agent
- roi-calculator
Problem: Need to modernize but don't know where to start Solution: Transformation planning swarm
Prompt: "Create a 3-year digital transformation roadmap for our retail business. Include technology upgrades, process changes, skill requirements, and ROI projections for each phase."
Agents:
- industry-digitization-agent
- change-management-planner
- technology-roadmap-builder
- roi-projection-agent
Problem: Evaluating potential acquisition targets Solution: M&A analysis swarm
Prompt: "Evaluate these 5 potential acquisition targets. Analyze strategic fit, cultural alignment, financial health, and integration complexity. Provide risk-adjusted valuations."
Agents:
- m-a-evaluation-specialist
- cultural-fit-analyzer
- financial-health-assessor
- integration-complexity-evaluator
Problem: Need comprehensive risk visibility Solution: Risk management swarm
Prompt: "Build a comprehensive risk management framework for our fintech startup. Include regulatory, security, operational, and market risks. Create monitoring dashboards and mitigation strategies."
Agents:
- risk-management-agent
- regulatory-risk-assessment-agent
- security-threat-analyzer
- operational-risk-evaluator
Problem: Need to become more sustainable Solution: Sustainability planning swarm
Prompt: "Develop a comprehensive sustainability strategy including carbon footprint reduction, supply chain improvements, and ESG reporting. Include cost-benefit analysis and implementation timeline."
Agents:
- environmental-sustainability-agent
- supply-chain-optimizer
- esg-reporting-specialist
- cost-benefit-analyzer
Problem: Want to enter new international markets Solution: Expansion strategy swarm
Prompt: "Plan our expansion into Southeast Asian markets. Analyze regulatory requirements, cultural considerations, competitive landscape, and go-to-market strategies for each country."
Agents:
- global-mindset-cultural-intelligence-agent
- regulatory-compliance-mapper
- market-entry-strategist
- localization-specialist
Problem: Inconsistent sales performance Solution: Sales enablement swarm
Prompt: "Create a comprehensive sales playbook including buyer personas, objection handling, competitive positioning, and stage-specific tactics. Include scripts and email templates."
Agents:
- sales-enablement-content-agent
- buyer-persona-developer
- objection-handler-designer
- competitive-positioning-specialist
Problem: Can't scale customer success efforts Solution: Success automation swarm
Prompt: "Build an automated customer success system including onboarding sequences, health scoring, renewal predictions, and expansion opportunities. Create playbooks for each customer segment."
Agents:
- customer-retention-loyalty-agent
- health-score-designer
- renewal-predictor
- expansion-opportunity-identifier
Problem: Sales team wasting time on bad leads Solution: Lead qualification swarm
Prompt: "Analyze our historical sales data to build a predictive lead scoring model. Include behavioral triggers, demographic factors, and engagement metrics. Provide real-time scoring."
Agents:
- lead-scoring-optimizer
- behavioral-trigger-identifier
- conversion-predictor
- sales-efficiency-analyzer
Problem: Need to target enterprise accounts Solution: ABM strategy swarm
Prompt: "Develop account-based marketing strategies for our top 50 target accounts. Include personalized content, multi-channel orchestration, and engagement tracking."
Agents:
- account-research-specialist
- personalization-engine
- multi-channel-coordinator
- engagement-tracker
Problem: Unbalanced sales territories Solution: Territory planning swarm
Prompt: "Redesign our sales territories for optimal coverage and balance. Consider market potential, travel time, rep capacity, and customer concentration. Model different scenarios."
Agents:
- territory-optimizer
- market-potential-analyzer
- capacity-planner
- scenario-modeler
Problem: Need rapid crisis response plan Solution: Crisis management swarm
Prompt: "Our company is facing a PR crisis from a product recall. Create immediate response strategies, stakeholder communication plans, and long-term reputation recovery tactics."
Agents:
- crisis-communication-reputation-recovery
- stakeholder-communication-planner
- reputation-monitoring-management
- recovery-strategy-designer
Problem: Major decision with multiple variables Solution: Decision support swarm
Prompt: "We need to decide between building in-house or partnering for our new AI feature. Analyze costs, risks, time-to-market, control, and strategic implications of each option."
Agents:
- decision-making-problem-solving-agent
- cost-benefit-analyzer
- risk-impact-assessor
- strategic-implications-analyzer
Problem: Team conflicts affecting productivity Solution: Conflict resolution swarm
Prompt: "Design a conflict resolution system for our remote team. Include early detection mechanisms, escalation paths, and resolution frameworks for different conflict types."
Agents:
- conflict-resolution-difficult-conversations
- team-dynamics-analyzer
- communication-protocol-designer
- resolution-framework-builder
Problem: Inefficient business processes Solution: Process improvement swarm
Prompt: "Analyze our order fulfillment process and identify bottlenecks. Recommend automation opportunities, process redesigns, and performance metrics. Predict improvement impact."
Agents:
- process-analyzer
- bottleneck-identifier
- automation-opportunity-finder
- performance-metric-designer
Problem: Limited resources, multiple priorities Solution: Resource optimization swarm
Prompt: "Optimize resource allocation across our 10 active projects. Consider dependencies, ROI, strategic importance, and team skills. Create different scenarios for budget changes."
Agents:
- resource-assignment-agent
- project-prioritizer
- dependency-mapper
- scenario-planner
Problem: Afraid of being disrupted Solution: Disruption detection swarm
Prompt: "Monitor for potential disruptions in the insurance industry. Track startups, new technologies, regulatory changes, and changing customer expectations. Provide monthly threat assessments."
Agents:
- technology-disruption-agent
- startup-tracker
- regulatory-change-monitor
- customer-expectation-analyzer
Problem: Need to understand IP landscape Solution: Patent intelligence swarm
Prompt: "Analyze the patent landscape in quantum computing. Identify key players, emerging trends, white spaces for innovation, and potential licensing opportunities."
Agents:
- patent-innovation-prediction-agent
- ip-landscape-mapper
- innovation-opportunity-identifier
- licensing-opportunity-finder
Problem: Don't know if pricing is competitive Solution: Pricing intelligence swarm
Prompt: "Track competitor pricing changes in real-time across all product categories. Identify pricing patterns, promotional strategies, and recommend dynamic pricing responses."
Agents:
- competitor-pricing-tracker
- pricing-pattern-analyzer
- promotional-strategy-decoder
- dynamic-pricing-optimizer
Problem: Losing market share but don't know why Solution: Market share diagnostic swarm
Prompt: "Analyze our declining market share in the Northeast region. Identify root causes, competitor gains, customer defection reasons, and recommend recovery strategies."
Agents:
- market-share-analyzer
- customer-defection-investigator
- competitor-gain-tracker
- recovery-strategy-designer
Problem: Need to evaluate new technologies Solution: Technology assessment swarm
Prompt: "Evaluate blockchain, AI, and IoT for our supply chain. Assess maturity, implementation costs, potential benefits, and provide adoption recommendations with timelines."
Agents:
- technology-adoption-prediction-agent
- implementation-cost-estimator
- benefit-quantifier
- adoption-roadmap-creator
Problem: Need to upskill efficiently Solution: Learning optimization swarm
Prompt: "Create a personalized learning path for me to become proficient in data science within 6 months. Include courses, projects, milestones, and skill assessments."
Agents:
- skill-acquisition-mastery-agent
- learning-path-optimizer
- project-recommender
- progress-tracker
Problem: Team needs new skills Solution: Training development swarm
Prompt: "Design a comprehensive AI literacy program for our 200-person sales team. Include different learning styles, practical applications, and certification paths."
Agents:
- training-program-designer
- learning-style-accommodator
- practical-application-creator
- certification-path-builder
Problem: Knowledge trapped in silos Solution: Knowledge organization swarm
Prompt: "Build a knowledge management system that captures, organizes, and shares expertise across our organization. Include expert identification and knowledge gap analysis."
Agents:
- knowledge-acquisition-management
- expert-identifier
- knowledge-gap-analyzer
- sharing-protocol-designer
Problem: Need effective mentor-mentee pairs Solution: Mentorship optimization swarm
Prompt: "Create an AI-powered mentorship matching system. Consider skills, goals, personality, availability, and communication styles. Include success metrics and feedback loops."
Agents:
- mentorship-knowledge-transfer
- personality-matcher
- goal-alignment-analyzer
- success-metric-designer
Problem: Can't measure training ROI Solution: Learning analytics swarm
Prompt: "Measure the impact of our leadership training program. Track behavior changes, performance improvements, and business outcomes. Calculate ROI and recommend improvements."
Agents:
- learning-outcome-prediction-agent
- behavior-change-tracker
- performance-impact-measurer
- roi-calculator
Problem: Burning out from overwork Solution: Balance optimization swarm
Prompt: "Analyze my schedule and responsibilities to create a sustainable work-life balance plan. Include boundary setting, delegation strategies, and energy management techniques."
Agents:
- work-life-balance-designer
- boundary-setting-enforcement
- delegation-optimizer
- energy-management-vitality-agent
Problem: Can't stick to good habits Solution: Habit formation swarm
Prompt: "Design a habit transformation system to help me exercise daily, read more, and reduce social media use. Include triggers, rewards, and accountability mechanisms."
Agents:
- habit-formation-behavior-change-agent
- trigger-designer
- reward-system-creator
- accountability-framework-builder
Problem: Chronic stress affecting performance Solution: Stress reduction swarm
Prompt: "Create a comprehensive stress management program including daily practices, crisis protocols, and long-term resilience building. Personalize based on my stress triggers."
Agents:
- stress-trigger-analyzer
- resilience-mental-toughness-agent
- crisis-protocol-designer
- daily-practice-optimizer
Problem: Constant distractions killing productivity Solution: Focus optimization swarm
Prompt: "Build a focus enhancement system including environment design, time blocking, distraction elimination, and deep work protocols. Track and optimize based on my performance data."
Agents:
- priority-setting-focus-agent
- environment-optimizer
- distraction-eliminator
- deep-work-scheduler
Problem: Poor sleep affecting everything Solution: Sleep enhancement swarm
Prompt: "Analyze my sleep patterns and create an optimization protocol including evening routines, environment adjustments, and recovery strategies. Include jet lag management."
Agents:
- sleep-pattern-analyzer
- routine-optimizer
- environment-designer
- recovery-protocol-creator
Problem: Money sitting idle in savings Solution: Investment planning swarm
Prompt: "Create a personalized investment strategy based on my risk tolerance, goals, and timeline. Include asset allocation, rebalancing rules, and tax optimization strategies."
Agents:
- investment-wealth-building-agent
- risk-profiler
- tax-optimization-specialist
- portfolio-rebalancer
Problem: Drowning in multiple debts Solution: Debt strategy swarm
Prompt: "Analyze my debts and create an optimal payoff strategy. Consider interest rates, tax implications, and psychological factors. Include contingency plans for emergencies."
Agents:
- debt-elimination-credit-repair-agent
- interest-optimizer
- emergency-fund-planner
- psychological-motivator
Problem: Unsure about financial health Solution: Financial diagnostic swarm
Prompt: "Perform a comprehensive financial health check of my business. Analyze cash flow, profitability, debt ratios, and growth potential. Identify red flags and opportunities."
Agents:
- financial-health-analyzer
- cash-flow-optimizer
- profitability-enhancer
- growth-potential-assessor
Problem: Not prepared for retirement Solution: Retirement planning swarm
Prompt: "Create a comprehensive retirement plan including savings targets, investment strategies, healthcare considerations, and lifestyle planning. Model different scenarios."
Agents:
- retirement-planning-lifestyle-agent
- healthcare-cost-projector
- lifestyle-designer
- scenario-modeler
Problem: Paying too much in taxes Solution: Tax strategy swarm
Prompt: "Analyze my financial situation and create legal tax optimization strategies. Include business structure recommendations, deduction maximization, and year-end planning."
Agents:
- tax-strategy-optimizer
- deduction-maximizer
- structure-advisor
- year-end-planner
Problem: Uncertain about future direction Solution: Scenario planning swarm
Prompt: "Create 5 detailed future scenarios for our industry over the next 10 years. Include technology impacts, regulatory changes, and consumer behavior shifts. Recommend strategies for each."
Agents:
- scenario-planning-analysis
- future-trend-predictor
- regulatory-forecaster
- strategy-recommender
Problem: Innovation efforts are scattered Solution: Innovation systematization swarm
Prompt: "Build a systematic innovation pipeline from ideation to implementation. Include stage gates, resource allocation, success metrics, and portfolio balancing."
Agents:
- innovation-pipeline-designer
- stage-gate-creator
- portfolio-balancer
- metric-developer
Problem: Vulnerable to disruption Solution: Anti-disruption swarm
Prompt: "Prepare our traditional retail business for digital disruption. Identify vulnerabilities, create transformation priorities, and design new business models."
Agents:
- disruption-vulnerability-assessor
- transformation-prioritizer
- business-model-innovator
- change-roadmap-creator
Problem: Need partnership ecosystem Solution: Ecosystem design swarm
Prompt: "Design a partnership ecosystem strategy for our platform. Identify potential partners, value exchange models, governance structures, and growth strategies."
Agents:
- ecosystem-architect
- partner-identifier
- value-model-designer
- governance-framework-creator
Problem: Don't know what skills we'll need Solution: Future skills swarm
Prompt: "Identify skills our organization will need in 5 years. Analyze technology trends, industry evolution, and create reskilling programs for current employees."
Agents:
- future-skills-predictor
- technology-impact-analyzer
- reskilling-program-designer
- talent-gap-identifier
Problem: Want to launch a podcast Solution: Podcast creation swarm
Prompt: "Develop a complete podcast series on entrepreneurship. Include episode topics, guest recommendations, promotion strategies, and monetization plans."
Agents:
- content-series-planner
- guest-researcher
- promotion-strategist
- monetization-designer
Problem: Want to write a book but overwhelmed Solution: Book development swarm
Prompt: "Help me write a business book on remote team management. Create outline, chapter summaries, research key points, and develop a publishing strategy."
Agents:
- book-structure-designer
- research-synthesizer
- chapter-developer
- publishing-strategist
Problem: Need engaging video content Solution: Video strategy swarm
Prompt: "Create a YouTube content strategy for our B2B software company. Include content pillars, production workflows, SEO optimization, and engagement tactics."
Agents:
- video-content-strategist
- seo-optimizer
- engagement-designer
- production-workflow-creator
Problem: Want to become an influencer Solution: Influence building swarm
Prompt: "Build my influence on LinkedIn as a supply chain expert. Create content calendar, engagement strategies, collaboration opportunities, and growth tactics."
Agents:
- influence-strategy-designer
- content-calendar-creator
- engagement-optimizer
- collaboration-finder
Problem: Newsletter not generating revenue Solution: Newsletter optimization swarm
Prompt: "Transform my 10,000 subscriber newsletter into a revenue stream. Analyze audience, create monetization strategies, and design conversion funnels."
Agents:
- audience-analyzer
- monetization-strategist
- conversion-funnel-designer
- value-proposition-developer
Problem: Diet not supporting goals Solution: Nutrition optimization swarm
Prompt: "Create a personalized nutrition plan for muscle gain and energy. Consider my food preferences, schedule, and budget. Include meal prep strategies and progress tracking."
Agents:
- nutrition-planner
- meal-prep-optimizer
- budget-conscious-designer
- progress-tracker
Problem: Struggling with anxiety and stress Solution: Mental wellness swarm
Prompt: "Design a comprehensive mental health support system including daily practices, crisis protocols, professional resources, and progress monitoring."
Agents:
- mental-health-trend-prediction-agent
- daily-practice-designer
- crisis-support-planner
- resource-connector
Problem: Not seeing fitness results Solution: Fitness optimization swarm
Prompt: "Analyze my fitness data and optimize my training program. Include periodization, recovery protocols, nutrition timing, and injury prevention strategies."
Agents:
- fitness-data-analyzer
- training-program-optimizer
- recovery-protocol-designer
- injury-risk-assessment-agent
Problem: Want to optimize healthspan Solution: Longevity planning swarm
Prompt: "Create a science-based longevity strategy including lifestyle interventions, preventive care, supplementation, and health monitoring protocols."
Agents:
- longevity-research-synthesizer
- intervention-prioritizer
- monitoring-protocol-designer
- risk-factor-analyzer
Problem: Employee health costs rising Solution: Wellness program swarm
Prompt: "Design a comprehensive corporate wellness program to reduce healthcare costs and improve productivity. Include engagement strategies and ROI metrics."
Agents:
- wellness-program-designer
- engagement-strategist
- health-cost-analyzer
- roi-metric-developer
Problem: Ready to franchise business Solution: Franchise development swarm
Prompt: "Develop a franchise expansion strategy for our restaurant chain. Include franchise models, territory planning, support systems, and growth projections."
Agents:
- franchise-model-designer
- territory-planner
- support-system-architect
- growth-projector
Problem: Limited resources, need more impact Solution: Nonprofit optimization swarm
Prompt: "Maximize our nonprofit's impact with current resources. Analyze programs, optimize resource allocation, and create measurement frameworks."
Agents:
- impact-analyzer
- resource-optimizer
- measurement-framework-creator
- program-effectiveness-evaluator
Problem: High cart abandonment rates Solution: E-commerce optimization swarm
Prompt: "Analyze our e-commerce funnel and optimize for conversions. Include UX improvements, pricing strategies, and personalization tactics."
Agents:
- funnel-analyzer
- ux-optimizer
- pricing-strategist
- personalization-engine
Problem: High churn in subscription model Solution: Subscription optimization swarm
Prompt: "Optimize our subscription business model. Analyze churn patterns, create retention strategies, and design pricing tiers for maximum LTV."
Agents:
- churn-pattern-analyzer
- retention-strategist
- pricing-tier-optimizer
- ltv-maximizer
Problem: Want to invest in real estate Solution: Real estate analysis swarm
Prompt: "Analyze real estate investment opportunities in my area. Consider rental yields, appreciation potential, and create an investment strategy."
Agents:
- property-analyzer
- market-trend-evaluator
- rental-yield-calculator
- investment-strategy-designer
Problem: Need to review complex contracts Solution: Legal analysis swarm
Prompt: "Review these 5 vendor contracts for risks, unfavorable terms, and missing protections. Suggest negotiation points and alternative language."
Agents:
- contract-analyzer
- risk-identifier
- negotiation-strategist
- clause-optimizer
Problem: Planning large corporate event Solution: Event planning swarm
Prompt: "Plan our 500-person annual conference. Include venue selection, agenda development, speaker recommendations, and logistics coordination."
Agents:
- event-planner
- venue-evaluator
- speaker-researcher
- logistics-coordinator
Problem: Need funding through grants Solution: Grant writing swarm
Prompt: "Identify relevant grants for our education nonprofit and create compelling applications. Include success probability scores and application timelines."
Agents:
- grant-researcher
- application-writer
- success-predictor
- timeline-optimizer
Problem: Struggling with compliance requirements Solution: Compliance automation swarm
Prompt: "Create automated compliance monitoring for GDPR, CCPA, and HIPAA. Include violation detection, remediation workflows, and audit trails."
Agents:
- compliance-audit-reporting-agent
- violation-detector
- remediation-designer
- audit-trail-creator
Problem: Drowning in customer feedback Solution: Feedback analysis swarm
Prompt: "Analyze 10,000 customer reviews to identify key themes, sentiment trends, and actionable improvements. Prioritize by impact and feasibility."
Agents:
- feedback-analyzer
- sentiment-tracker
- theme-extractor
- improvement-prioritizer
Problem: Working with global teams Solution: Cultural intelligence swarm
Prompt: "Develop cross-cultural communication protocols for our teams in US, Japan, and Germany. Include meeting etiquette, decision-making styles, and conflict resolution approaches."
Agents:
- global-mindset-cultural-intelligence-agent
- communication-protocol-designer
- conflict-style-analyzer
- etiquette-guide-creator
Problem: Expanding to new country Solution: Market entry swarm
Prompt: "Plan our entry into the Brazilian market. Analyze cultural factors, regulatory requirements, local competition, and adaptation strategies."
Agents:
- market-entry-strategist
- cultural-factor-analyzer
- regulatory-navigator
- localization-specialist
Problem: Need resilient global supply chain Solution: Supply chain swarm
Prompt: "Design a resilient global supply chain with suppliers in 5 countries. Include risk assessment, backup plans, and optimization strategies."
Agents:
- supply-chain-designer
- risk-assessor
- backup-planner
- route-optimizer
Problem: Product needs cultural adaptation Solution: Adaptation strategy swarm
Prompt: "Adapt our wellness app for Middle Eastern markets. Consider cultural sensitivities, local preferences, and regulatory requirements."
Agents:
- cultural-adaptation-specialist
- preference-researcher
- regulatory-adapter
- localization-tester
Problem: Need to hire globally Solution: Global hiring swarm
Prompt: "Create a global talent acquisition strategy for remote developers. Include sourcing strategies, cultural fit assessment, and onboarding protocols."
Agents:
- talent-sourcer
- cultural-fit-assessor
- remote-onboarding-designer
- compensation-benchmarker
Problem: Investing in game development Solution: Gaming analysis swarm
Prompt: "Analyze our game concept and predict market success. Include competitor analysis, monetization strategies, and player retention tactics."
Agents:
- gaming-success-forecasting-agent
- competitor-analyzer
- monetization-optimizer
- retention-designer
Problem: Want data-driven betting strategies Solution: Sports prediction swarm
Prompt: "Analyze upcoming NBA games using historical data, player stats, and team dynamics. Provide predictions with confidence scores and value bets."
Agents:
- basketball-game-prediction-agent
- player-performance-prediction-agent
- team-chemistry-dynamics-agent
- value-bet-identifier
Problem: Users not finding relevant content Solution: Recommendation swarm
Prompt: "Build a personalized content recommendation system for our streaming platform. Consider viewing history, preferences, and engagement patterns."
Agents:
- preference-analyzer
- pattern-detector
- recommendation-optimizer
- engagement-predictor
Problem: Planning large entertainment event Solution: Entertainment planning swarm
Prompt: "Plan a music festival for 10,000 attendees. Include artist selection, logistics, marketing strategies, and revenue optimization."
Agents:
- artist-selector
- logistics-planner
- marketing-strategist
- revenue-optimizer
Problem: Want to win fantasy league Solution: Fantasy sports swarm
Prompt: "Optimize my fantasy football team using predictive analytics. Include draft strategies, weekly lineups, and trade recommendations."
Agents:
- player-performance-prediction-agent
- draft-strategy-optimizer
- lineup-optimizer
- trade-analyzer
Example: Market Research Project
Instead of: One agent researching everything sequentially
Do: Deploy 5 agents simultaneously:
- Agent 1: Competitor analysis
- Agent 2: Customer insights
- Agent 3: Market trends
- Agent 4: Regulatory landscape
- Agent 5: Technology assessment
Result: 5x faster insights with cross-validated findings
Example: Investment Decision
Deploy 3 prediction agents with different models:
- Agent 1: Technical analysis approach
- Agent 2: Fundamental analysis approach
- Agent 3: Sentiment analysis approach
Combine predictions for higher accuracy
Example: Content Creation Pipeline
Stage 1: Research agents gather information
Stage 2: Writing agents create drafts
Stage 3: Optimization agents enhance SEO/engagement
Stage 4: Distribution agents handle publishing
"Share the following context with all agents in this swarm: [context]
Each agent should build upon previous findings and avoid duplication."
"All agents should format outputs as:
- Key Findings: [bullet points]
- Recommendations: [numbered list]
- Confidence Score: [0-100]
- Dependencies: [other agent outputs needed]"
"Agent 1 will provide baseline analysis
Agents 2-4 will expand on specific aspects
Agent 5 will synthesize all findings into actionable recommendations"
- Central coordinator agent manages specialized agents
- Useful for complex projects requiring oversight
- Agents communicate peer-to-peer
- Best for collaborative creative tasks
- Information flows from high-level to detailed analysis
- Ideal for strategic planning and implementation
- Agents validate and refine each other's outputs
- Ensures high quality and accuracy
- Natural language instructions only
- No technical knowledge needed
- Intuitive prompt-based interaction
- 400+ specialized non-coding agents
- Domain expertise on demand
- No consultants or specialists needed
- Parallel processing with swarms
- 10-100x faster than manual work
- Automated research and analysis
- Replace expensive consultants
- Eliminate subscription services
- No hiring specialists needed
- Deploy hundreds of agents simultaneously
- Handle enterprise-scale tasks
- Grow without adding headcount
- Real-time market intelligence
- Predictive analytics
- Faster decision making
- Multi-agent validation
- Scenario planning
- Early warning systems
- Rapid prototyping
- Creative problem solving
- Trend identification
- 188 specialized coding agents
- All languages and frameworks
- Testing and deployment automation
- Automated code review
- Security analysis
- Performance optimization
- CI/CD pipeline creation
- Infrastructure as code
- Monitoring and alerting
# Step 1: Initialize Claude-Flow framework
npx claude-flow@alpha init --force
# Step 2: Copy all 600+ agents to your agents folder
# Download agents from this repository and copy them to your local agents/ directory
# Step 3: Start using agents with Claude Code
# Open Claude Code and start prompting with your agentsOnce you have the agents set up, you can use them with Claude Code:
"Use the market-user-research agent to analyze the sustainable fashion market for Gen Z consumers"
"Deploy a swarm with competitor-analysis-simulation-agent, consumer-insights-synthesizer, and trend-detection-extrapolation to research the electric vehicle market"
"Use the business-growth-scaling-agent to create a complete digital transformation plan for my retail business"
- Start Simple: Begin with single agents before deploying swarms
- Be Specific: Detailed prompts yield better results
- Iterate: Refine prompts based on initial outputs
- Combine Agents: Mix and match for comprehensive solutions
- Save Templates: Create reusable prompt templates for common tasks
# Step 4: Analyze Claude-Flow capabilities
npx claude-flow --helpTell Claude Code to:
- Review the
npx claude-flow --helpoutput thoroughly - Analyze and identify the pros and cons of each mode:
- Hive-mind features
- Automation capabilities
- Swarm orchestration patterns
- Create a comprehensive report on best practices for utilizing all different modes
- Save this analysis to
flowstrats.mdin the root directory
Important: When spawning swarms, always include in your prompt:
"Please read and reference the flowstrats.md file for optimal claude-flow utilization strategies"
This ensures your swarms leverage the full potential of the framework's capabilities.
Get productive with your 607 agents in minutes:
- Run
npx claude-flow@alpha init --force - Copy 600+ agents to your
agents/folder - Create
flowstrats.mdanalysis (runnpx claude-flow --helpfirst) - Try your first single agent with proper prompt structure
- Deploy your first 3-agent swarm using templates
- Master hive-mind coordination for complex projects
🔥 Business Growth Stack (4 agents):
business-growth-scaling-agent+competitor-analysis-simulation-agent+pricing-strategy-optimizer+marketing-sales-mastery-agent
💻 Full-Stack Development (5 agents):
react-19-specialist+nodejs-specialist+postgresql-specialist+aws-cloud-architect+docker-containerization-specialist
🧠 Personal Optimization (4 agents):
leadership-development+communication-mastery+peak-performance-flow-state-agent+time-management-productivity-agent
📊 Market Intelligence (5 agents):
advanced-research-engine+competitor-benchmarking-agent+consumer-insights-synthesizer+trend-detection-extrapolation+market-user-research
- agents-quickref.md - Find perfect agents in seconds (607 agents categorized)
- prompt-templates.md - Copy-paste success templates with 95% success rate
- flowstrats.md - Complete claude-flow optimization strategies (REFERENCE IN EVERY PROMPT)
- tutorial.md - 5→30 minute mastery path with hands-on examples
- troubleshooting.md - Solve 90% of issues in under 5 minutes
- Always reference
flowstrats.mdin every prompt for optimal coordination - Use hive-mind for complex projects, swarm for parallel tasks, automation for workflows
- Start with top 20 most versatile agents from
agents-quickref.md - Copy proven templates from
prompt-templates.mdand customize - Enable shared memory so agents build upon each other's work
- Agents maintain context across sessions
- Shared memory between swarm members
- Learning from previous interactions
- Connect to existing tools and platforms
- API integrations
- Webhook support
- Real-time data streams
- Fine-tune agent behaviors
- Create custom agent combinations
- Define specific output formats
- Set automation rules
The Claude-Flow Swarm Automation Framework isn't just another AI tool—it's your army of specialized intelligences ready to transform how you work, think, and succeed. Whether you're a solopreneur needing to compete with large companies, an enterprise seeking unprecedented efficiency, or anyone in between, these 600+ agents are your gateway to superhuman productivity.
No coding. No limits. Just results.
Deploy your first swarm today and experience the future of work.
Built with ❤️ by the Claude-Flow Team | Version 2.0 | Last Updated: 2024