BOS-AI Agent Reference Guide

January 10, 2026 · View on GitHub

Complete reference for all 30 specialized agents in the BOS-AI framework. Each agent is optimized for Claude Code integration and follows the Business Chassis optimization model.

Agent Organization System

Agents are organized by function and color-coded for easy identification:

🔴 Red - Central Intelligence & Coordination
🔵 Blue - Discovery & Analysis
🟢 Green - Creation & Development
🟡 Yellow - Delivery & Quality
🟠 Orange - Growth & Scaling
🟣 Purple - Marketing
🔷 Cyan - Sales
🟢 Lime - Customer Service
🟨 Gold - Financial
⚪ Silver - Legal & Compliance

Central Intelligence Hub 🔴

@chassis-intelligence

Role: Central orchestration and Business Chassis optimization Key Functions:

Coordinates all agent activities through hub-and-spoke model
Optimizes Business Chassis formula components
Strategic decision making and resource allocation
Mission planning and execution oversight

Success Metrics:

Business Chassis improvement >10% monthly
Agent coordination efficiency >95%
Strategic goal achievement >80%

Usage:

/meeting @chassis-intelligence "analyze my business model"

@client-success-intelligence

Role: Customer-centric operations coordinator Key Functions:

Customer journey optimization
Success metric tracking across touchpoints
Retention strategy coordination
Client satisfaction monitoring

Success Metrics:

Customer lifetime value increase >20%
Satisfaction score >90%
Retention rate >85%

Usage:

/meeting @client-success-intelligence "improve customer onboarding"

@multiplication-engine

Role: Business Chassis multiplication optimizer Key Functions:

Identifies multiplication opportunities
Calculates compound growth effects
Optimizes all six profit multipliers
Strategic leverage point analysis

Success Metrics:

Profit increase >77% (10% each multiplier)
Conversion rate improvements >15%
Margin optimization >10%

Usage:

/meeting @multiplication-engine "find my biggest growth lever"

Discovery Engine 🔵

@market-intelligence

Role: Market research and competitive analysis Key Functions:

Market trend identification
Competitive landscape mapping
Customer needs analysis
Opportunity identification

Success Metrics:

Market opportunity identification >10 quarterly
Competitive advantage insights >5 monthly
Customer insight accuracy >90%

Usage:

/meeting @market-intelligence "analyze competitors in AI space"

@opportunity-validation

Role: Validate and prioritize business opportunities Key Functions:

Opportunity feasibility analysis
Risk assessment
ROI projection
Market fit validation

Success Metrics:

Validation accuracy >85%
Go/no-go decision speed <48 hours
Opportunity success rate >70%

Usage:

/meeting @opportunity-validation "validate new product idea"

@strategic-opportunity

Role: Long-term strategic opportunity development Key Functions:

Strategic gap analysis
Partnership opportunity identification
Innovation pipeline management
Blue ocean strategy development

Success Metrics:

Strategic opportunities identified >10 quarterly
Partnership success rate >75%
Innovation pipeline value >$1M

Usage:

/meeting @strategic-opportunity "identify expansion opportunities"

Creation Engine 🟢

@solution-design

Role: Design 10x value solutions Key Functions:

Solution architecture
Value proposition development
User experience design
Feature prioritization

Success Metrics:

Solution value multiplier >10x
Design approval rate >90%
Time to design <1 week

Usage:

/meeting @solution-design "design automation solution"

@rapid-development

Role: Fast implementation and prototyping Key Functions:

MVP development
Rapid prototyping
Agile implementation
Technical execution

Success Metrics:

MVP delivery <2 weeks
Implementation quality >95%
Feature delivery velocity >5/week

Usage:

/meeting @rapid-development "build MVP for idea"

@value-optimization

Role: Maximize solution value delivery Key Functions:

Value stream mapping
Price optimization
Feature value analysis
Customer value maximization

Success Metrics:

Value delivery increase >20%
Price optimization gain >15%
Feature adoption >80%

Usage:

/meeting @value-optimization "optimize pricing model"

Delivery Engine 🟡

@customer-success

Role: Ensure customer achievement and satisfaction Key Functions:

Success planning
Onboarding optimization
Achievement tracking
Proactive support

Success Metrics:

Customer success rate >90%
Onboarding completion >95%
Support satisfaction >4.5/5

Usage:

/meeting @customer-success "improve customer outcomes"

@quality-assurance

Role: Maintain quality standards Key Functions:

Quality testing
Process optimization
Standard enforcement
Continuous improvement

Success Metrics:

Quality score >98%
Defect rate <2%
Process efficiency >90%

Usage:

/meeting @quality-assurance "establish quality standards"

@delivery-optimization

Role: Optimize delivery processes Key Functions:

Delivery workflow optimization
Resource allocation
Timeline management
Efficiency improvement

Success Metrics:

Delivery speed improvement >30%
On-time delivery >95%
Resource utilization >85%

Usage:

/meeting @delivery-optimization "speed up delivery"

Growth Engine 🟠

@scaling-strategy

Role: Develop and execute scaling plans Key Functions:

Growth strategy development
Scaling roadmap creation
Resource planning
Infrastructure scaling

Success Metrics:

Growth rate >50% annually
Scaling efficiency >80%
Unit economics improvement >25%

Usage:

/meeting @scaling-strategy "plan 10x growth"

@market-expansion

Role: Execute market entry strategies Key Functions:

Market entry planning
Localization strategy
Channel development
Geographic expansion

Success Metrics:

New market success >70%
Expansion ROI >300%
Market penetration >10%

Usage:

/meeting @market-expansion "enter European market"

@revenue-optimization

Role: Maximize revenue generation Key Functions:

Revenue stream optimization
Pricing strategy
Upsell/cross-sell development
Revenue forecasting

Success Metrics:

Revenue growth >30%
ARPU increase >20%
Revenue predictability >90%

Usage:

/meeting @revenue-optimization "increase monthly revenue"

Marketing Function 🟣

@brand-strategy

Role: Develop brand positioning and strategy Key Functions:

Brand positioning
Messaging development
Visual identity
Brand consistency

Success Metrics:

Brand recognition >60%
Message consistency >95%
Brand value increase >25%

Usage:

/meeting @brand-strategy "develop brand identity"

@campaign-execution

Role: Execute marketing campaigns Key Functions:

Campaign planning
Multi-channel execution
Performance tracking
A/B testing

Success Metrics:

Campaign ROI >400%
Conversion rate >5%
Engagement rate >10%

Usage:

/meeting @campaign-execution "launch product campaign"

@content-creation

Role: Create engaging content Key Functions:

Content strategy
Content production
SEO optimization
Content distribution

Success Metrics:

Content engagement >8%
SEO ranking top 10
Content ROI >300%

Usage:

/meeting @content-creation "create content strategy"

Sales Function 🔷

@pipeline-management

Role: Optimize sales pipeline Key Functions:

Pipeline analysis
Stage optimization
Forecast accuracy
Deal velocity

Success Metrics:

Pipeline velocity >30% improvement
Forecast accuracy >90%
Win rate >25%

Usage:

/meeting @pipeline-management "improve sales pipeline"

@conversion-optimization

Role: Maximize conversion rates Key Functions:

Conversion analysis
Funnel optimization
Objection handling
Close rate improvement

Success Metrics:

Conversion improvement >20%
Close rate >30%
Sales cycle reduction >25%

Usage:

/meeting @conversion-optimization "increase close rate"

@revenue-operations

Role: Optimize revenue operations Key Functions:

Sales process optimization
Tool implementation
Team enablement
Performance analytics

Success Metrics:

Sales efficiency >40% improvement
Tool adoption >90%
Rep productivity >25% increase

Usage:

/meeting @revenue-operations "streamline sales ops"

Customer Service 🟢

@support-management

Role: Manage support operations Key Functions:

Ticket management
Response optimization
Knowledge base development
Team coordination

Success Metrics:

Response time <2 hours
Resolution rate >95%
Satisfaction >4.5/5

Usage:

/meeting @support-management "improve support efficiency"

@satisfaction-optimization

Role: Maximize customer satisfaction Key Functions:

Satisfaction analysis
Experience optimization
Feedback implementation
NPS improvement

Success Metrics:

NPS >60
CSAT >92%
CES <2.0

Usage:

/meeting @satisfaction-optimization "increase NPS score"

@retention-strategy

Role: Maximize customer retention Key Functions:

Churn analysis
Retention program development
Win-back campaigns
Loyalty optimization

Success Metrics:

Retention rate >90%
Churn reduction >30%
LTV increase >25%

Usage:

/meeting @retention-strategy "reduce customer churn"

Financial Management 🟨

@budget-planning

Role: Strategic financial planning Key Functions:

Budget creation
Resource allocation
Cost optimization
Financial forecasting

Success Metrics:

Budget accuracy >95%
Cost reduction >15%
ROI improvement >20%

Usage:

/meeting @budget-planning "optimize budget allocation"

@performance-analysis

Role: Financial performance analytics Key Functions:

KPI tracking
Performance reporting
Variance analysis
Trend identification

Success Metrics:

Report accuracy >99%
Insight generation >10 monthly
Decision speed <24 hours

Usage:

/meeting @performance-analysis "analyze financial performance"

@investment-strategy

Role: Investment and growth planning Key Functions:

Investment analysis
Portfolio optimization
Risk assessment
Return maximization

Success Metrics:

ROI >30%
Risk-adjusted returns >25%
Investment success rate >70%

Usage:

/meeting @investment-strategy "evaluate investment options"

Legal & Compliance ⚪

@compliance-management

Role: Ensure regulatory compliance Key Functions:

Compliance monitoring
Policy development
Audit management
Risk mitigation

Success Metrics:

Compliance rate 100%
Audit pass rate >95%
Issue resolution <48 hours

Usage:

/meeting @compliance-management "ensure GDPR compliance"

@risk-assessment

Role: Identify and mitigate risks Key Functions:

Risk identification
Impact analysis
Mitigation planning
Monitoring systems

Success Metrics:

Risk identification >95%
Mitigation effectiveness >90%
Incident reduction >50%

Usage:

/meeting @risk-assessment "assess business risks"

@contract-management

Role: Optimize contract lifecycle Key Functions:

Contract drafting
Negotiation support
Compliance tracking
Renewal optimization

Success Metrics:

Contract value improvement >15%
Compliance rate 100%
Renewal rate >85%

Usage:

/meeting @contract-management "review service agreement"

Agent Coordination Patterns

Hub-and-Spoke Model

All agents coordinate through @chassis-intelligence:

User → @chassis-intelligence → Specialist Agents → Results

Multi-Agent Missions

Complex tasks use multiple agents:

/coord product-launch
→ @market-intelligence (research)
→ @solution-design (product)
→ @campaign-execution (marketing)
→ @pipeline-management (sales)

Direct Consultation

Specific expertise via /meeting:

/meeting @agent-name "specific question"

Best Practices

Start with /coord optimize - Let the system identify priorities
Use specialists for deep dives - Each agent has focused expertise
Chain agents for complex tasks - Combine multiple agents
Track metrics - Monitor Business Chassis improvements
Document decisions - Agents create filing system documents

Quick Agent Selection Guide

Need	Primary Agent	Supporting Agents
Grow revenue	@revenue-optimization	@pipeline-management, @conversion-optimization
Reduce costs	@budget-planning	@delivery-optimization, @value-optimization
Improve quality	@quality-assurance	@customer-success, @satisfaction-optimization
Scale business	@scaling-strategy	@market-expansion, @multiplication-engine
Launch product	@solution-design	@rapid-development, @campaign-execution
Fix problems	@chassis-intelligence	Relevant specialists