Business Logic & Symbols
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Business Logic & Symbols within the SuperGemini Framework represent an enhanced symbol system designed for strategic analysis and efficiency optimization. This system primarily supports the /sg:business-panel scenario, which is powered by the SuperAgent MCP (superagent:gemini) to facilitate expert-led business discussions and strategic evaluations.
The framework utilizes these symbols to compress complex strategic concepts into token-efficient identifiers, allowing for multi-persona coordination without exceeding context limits. By embodying specific "expert voices" and framework elements (such as Porter's Five Forces or Christensen's Jobs-to-be-Done), the system provides structured, adversarial, or Socratic analysis modes for business strategy.
Sources: SuperGemini/Core/BUSINESS_SYMBOLS.md:1-10, CLAUDE.md:105-115
Business Symbol System
The symbol system is categorized into several functional areas, ranging from high-level strategic targets to specific analysis process stages. These symbols are injected into the Gemini CLI behavior through instruction injection via configuration files.
Sources: SuperGemini/Core/BUSINESS_SYMBOLS.md:12, CLAUDE.md:15-20
Strategic Analysis Symbols
These symbols represent the core objectives and market trends identified during a business panel session.
| Symbol | Meaning | Usage Context |
|---|---|---|
| 🎯 | strategic target, objective | Key goals and outcomes |
| 📈 | growth opportunity | Positive trends, market increase |
| 📉 | decline, risk | Negative trends, market threats |
| 💰 | financial impact | Revenue, economic drivers |
| ⚖️ | trade-offs | Strategic decisions, allocation |
| 🏆 | competitive advantage | Unique value propositions |
| 🌊 | blue ocean | Uncontested market space |
| 🏭 | industry | Market structure |
| 🎪 | remarkable | Standout products (Purple Cow) |
Sources: SuperGemini/Core/BUSINESS_SYMBOLS.md:14-25
Analysis Process Symbols
These symbols track the progression of a strategic session through various stages of discovery and debate.
| Symbol | Process Stage | Description |
|---|---|---|
| 🔍 | investigation | Initial analysis and discovery |
| 💡 | insight | Key breakthroughs |
| 🤝 | consensus | Expert agreement areas |
| ⚡ | tension | Productive disagreement |
| 🎭 | debate | Adversarial analysis mode |
| ❓ | socratic | Question-driven exploration |
| 🧩 | synthesis | Cross-framework integration |
| 📋 | conclusion | Final recommendations |
Sources: SuperGemini/Core/BUSINESS_SYMBOLS.md:46-55
Expert Integration Architecture
The framework coordinates up to 13 specialized AI agents (personas), many of whom are assigned specific symbols and behavioral mindsets for business analysis. The Business Panel configuration typically utilizes a subset of these experts (min 3, max 5) to ensure diversity of thought while maintaining token efficiency.
Sources: SuperGemini/Core/BUSINESS_SYMBOLS.md:118-125, CLAUDE.md:130-145
Framework Mapping
Specific industry-standard frameworks are mapped to expert personas via unique symbols:
- 🔨 Christensen: Jobs-to-be-Done (JTBD)
- ⚔️ Porter: Five Forces (5F)
- 🚀 Collins: Flywheel Effect (G2G)
- 🛡️ Taleb: Antifragile/Robustness
- 🕸️ Meadows: Systems Structure
- 🧭 Drucker: Management Fundamentals
Sources: SuperGemini/Core/BUSINESS_SYMBOLS.md:30-43
Business Analysis Flow
The following diagram illustrates how the framework processes a business analysis request from initial command to final synthesis using the Expert Router and MCP servers.
This flow demonstrates the transition from user intent to structured strategic output through the integration of multiple expert frameworks.
Sources: SuperGemini/Core/BUSINESS_SYMBOLS.md:118-130, CLAUDE.md:85-95
Logic Flow and Synthesis
The framework uses specific symbols to define causal relationships and logical transitions in business strategy, known as the "Business Logic Flow."
Sources: [SuperGemini/Core/BUSINESS_SYMBOLS.md:58]
Logic Operators
- →: Causes, leads to (e.g., Market trends → opportunities)
- ⇒: Strategic transformation (e.g., Current state ⇒ future)
- ∴: Strategic conclusion (e.g., Analysis ∴ GTM strategy)
- ≠: Competitive differentiation (e.g., Our approach ≠ competitors)
Sources: SuperGemini/Core/BUSINESS_SYMBOLS.md:60-68
Synthesis Templates
Synthesis represents the final stage where conflicting or convergent expert views are unified. The framework uses structured Markdown templates for various modes.
The sequence diagram shows how the system handles expert interactions to reach a higher-order solution that honors multiple frameworks.
Sources: SuperGemini/Core/BUSINESS_SYMBOLS.md:94-105
Operational Rules for Business Panels
The execution of business logic is governed by a priority system and behavioral rules to ensure data safety and professionalism.
Priority System
- 🔴 CRITICAL: Security and data safety are never compromised.
- 🟡 IMPORTANT: Focus on quality, maintainability, and professional technical language (avoiding marketing "sycophancy").
- 🟢 RECOMMENDED: Optimization and style best practices.
Sources: SuperGemini/Core/RULES.md:5-12
Efficiency and Compression
To maximize the token budget (typically 15-30K tokens for comprehensive analysis), the framework employs several compression strategies:
- Token Efficiency: Symbols replace common strategic terms to reduce verbosity.
- Abbreviations: Standard business terms are abbreviated (e.g.,
comp advantage→competitive advantage,GTM→go-to-market). - Parallel Analysis: Running expert analysis concurrently where dependencies allow.
Sources: SuperGemini/Core/BUSINESS_SYMBOLS.md:110-116, SuperGemini/Core/RULES.md:45-55
Conclusion
The Business Logic & Symbols module provides a high-density, strategic shorthand for complex organizational analysis. By mapping historical business frameworks to modern AI personas and utilizing a rigorous symbol system, SuperGemini enables efficient, multi-perspective strategic planning. This system ensures that every strategic recommendation is grounded in established business rationale while remaining optimized for the token-limited environments of AI-assisted development.
Sources: SuperGemini/Core/BUSINESS_SYMBOLS.md:138-145, Docs/Reference/quick-start-practices.md:15-25