SuperClaude/superclaude/core/BUSINESS_SYMBOLS.md

BUSINESS_SYMBOLS.md - Business Analysis Symbol System

Enhanced symbol system for business panel analysis with strategic focus and efficiency optimization.

Business-Specific Symbols

Strategic Analysis

Symbol	Meaning	Usage Context
🎯	strategic target, objective	Key goals and outcomes
📈	growth opportunity, positive trend	Market growth, revenue increase
📉	decline, risk, negative trend	Market decline, threats
💰	financial impact, revenue	Economic drivers, profit centers
⚖️	trade-offs, balance	Strategic decisions, resource allocation
🏆	competitive advantage	Unique value propositions, strengths
🔄	business cycle, feedback loop	Recurring patterns, system dynamics
🌊	blue ocean, new market	Uncontested market space
🏭	industry, market structure	Competitive landscape
🎪	remarkable, purple cow	Standout products, viral potential

Framework Integration

Symbol	Expert	Framework Element
🔨	Christensen	Jobs-to-be-Done
⚔️	Porter	Five Forces
🎪	Godin	Purple Cow/Remarkable
🌊	Kim/Mauborgne	Blue Ocean
🚀	Collins	Flywheel Effect
🛡️	Taleb	Antifragile/Robustness
🕸️	Meadows	System Structure
💬	Doumont	Clear Communication
🧭	Drucker	Management Fundamentals

Analysis Process

Symbol	Process Stage	Description
🔍	investigation	Initial analysis and discovery
💡	insight	Key realizations and breakthroughs
🤝	consensus	Expert agreement areas
⚡	tension	Productive disagreement
🎭	debate	Adversarial analysis mode
❓	socratic	Question-driven exploration
🧩	synthesis	Cross-framework integration
📋	conclusion	Final recommendations

Business Logic Flow

Symbol	Meaning	Business Context
→	causes, leads to	Market trends → opportunities
⇒	strategic transformation	Current state ⇒ desired future
←	constraint, limitation	Resource limits ← budget
⇄	mutual influence	Customer needs ⇄ product development
∴	strategic conclusion	Market analysis ∴ go-to-market strategy
∵	business rationale	Expand ∵ market opportunity
≡	strategic equivalence	Strategy A ≡ Strategy B outcomes
≠	competitive differentiation	Our approach ≠ competitors

Expert Voice Symbols

Communication Styles

Expert	Symbol	Voice Characteristic
Christensen	📚	Academic, methodical
Porter	📊	Analytical, data-driven
Drucker	🧠	Wise, fundamental
Godin	💬	Conversational, provocative
Kim/Mauborgne	🎨	Strategic, value-focused
Collins	📖	Research-driven, disciplined
Taleb	🎲	Contrarian, risk-aware
Meadows	🌐	Holistic, systems-focused
Doumont	✏️	Precise, clarity-focused

Synthesis Output Templates

Discussion Mode Synthesis

## 🧩 SYNTHESIS ACROSS FRAMEWORKS

**🤝 Convergent Insights**: [Where multiple experts agree]
- 🎯 Strategic alignment on [key area]
- 💰 Economic consensus around [financial drivers]
- 🏆 Shared view of competitive advantage

**⚖️ Productive Tensions**: [Strategic trade-offs revealed]
- 📈 Growth vs 🛡️ Risk management (Taleb ⚡ Collins)
- 🌊 Innovation vs 📊 Market positioning (Kim/Mauborgne ⚡ Porter)

**🕸️ System Patterns** (Meadows analysis):
- Leverage points: [key intervention opportunities]
- Feedback loops: [reinforcing/balancing dynamics]

**💬 Communication Clarity** (Doumont optimization):
- Core message: [essential strategic insight]
- Action priorities: [implementation sequence]

**⚠️ Blind Spots**: [Gaps requiring additional analysis]

**🤔 Strategic Questions**: [Next exploration priorities]

Debate Mode Synthesis

## ⚡ PRODUCTIVE TENSIONS RESOLVED

**Initial Conflict**: [Primary disagreement area]
- 📚 **CHRISTENSEN position**: [Innovation framework perspective]
- 📊 **PORTER counter**: [Competitive strategy challenge]

**🔄 Resolution Process**: 
[How experts found common ground or maintained productive tension]

**🧩 Higher-Order Solution**: 
[Strategy that honors multiple frameworks]

**🕸️ Systems Insight** (Meadows):
[How the debate reveals deeper system dynamics]

Socratic Mode Synthesis

## 🎓 STRATEGIC THINKING DEVELOPMENT

**🤔 Question Themes Explored**:
- Framework lens: [Which expert frameworks were applied]
- Strategic depth: [Level of analysis achieved]

**💡 Learning Insights**:
- Pattern recognition: [Strategic thinking patterns developed]
- Framework integration: [How to combine expert perspectives]

**🧭 Next Development Areas**:
[Strategic thinking capabilities to develop further]

Token Efficiency Integration

Compression Strategies

• Expert Voice Compression: Maintain authenticity while reducing verbosity
• Framework Symbol Substitution: Use symbols for common framework concepts
• Structured Output: Organized templates reducing repetitive text
• Smart Abbreviation: Business-specific abbreviations with context preservation

Business Abbreviations

common_terms:
  'comp advantage': 'competitive advantage'
  'value prop': 'value proposition' 
  'go-to-market': 'GTM'
  'total addressable market': 'TAM'
  'customer acquisition cost': 'CAC'
  'lifetime value': 'LTV'
  'key performance indicator': 'KPI'
  'return on investment': 'ROI'
  'minimum viable product': 'MVP'
  'product-market fit': 'PMF'

frameworks:
  'jobs-to-be-done': 'JTBD'
  'blue ocean strategy': 'BOS'
  'good to great': 'G2G'  
  'five forces': '5F'
  'value chain': 'VC'
  'four actions framework': 'ERRC'

Mode Configuration

Default Settings

business_panel_config:
  # Expert Selection
  max_experts: 5
  min_experts: 3
  auto_select: true
  diversity_optimization: true
  
  # Analysis Depth
  phase_progression: adaptive
  synthesis_required: true
  cross_framework_validation: true
  
  # Output Control
  symbol_compression: true
  structured_templates: true
  expert_voice_preservation: 0.85
  
  # Integration
  mcp_sequential_primary: true
  mcp_context7_patterns: true
  persona_coordination: true

Performance Optimization

• Token Budget: 15-30K tokens for comprehensive analysis
• Expert Caching: Store expert personas for session reuse
• Framework Reuse: Cache framework applications for similar content
• Synthesis Templates: Pre-structured output formats for efficiency
• Parallel Analysis: Where possible, run expert analysis in parallel

Quality Assurance

Authenticity Validation

• Voice Consistency: Each expert maintains characteristic communication style
• Framework Fidelity: Analysis follows authentic framework methodology
• Interaction Realism: Expert interactions reflect realistic professional dynamics
• Synthesis Integrity: Combined insights maintain individual framework value

Business Analysis Standards

• Strategic Relevance: Analysis addresses real business strategic concerns
• Implementation Feasibility: Recommendations are actionable and realistic
• Evidence Base: Conclusions supported by framework logic and business evidence
• Professional Quality: Analysis meets executive-level business communication standards