Decision Advisor

AI-powered decision advisor that uses Tree of Thoughts to explore multiple options, analyze trade-offs, and provide structured recommendations for complex decisions.

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Use Cases

🎯 Technical Decisions

• Technology stack selection
• Architecture patterns
• Build vs buy decisions
• Tool evaluation

💼 Business Decisions

• Product feature prioritization
• Investment analysis
• Strategic planning
• Risk assessment

👥 Personal Decisions

• Career choices
• Education paths
• Major purchases

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Features

🌳 Option Exploration

• Generate multiple alternatives
• Consider non-obvious options
• Explore different perspectives

⚖️ Trade-off Analysis

• Pros and cons for each option
• Risk assessment
• Cost-benefit analysis
• Long-term implications

📊 Structured Framework

• Decision criteria definition
• Weighted scoring
• Sensitivity analysis
• Recommendation with confidence level

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Usage

const advisor = new DecisionAdvisor();

const decision = await advisor.advise({
  decision: 'Choose frontend framework for enterprise app',
  options: ['React', 'Vue', 'Angular'],
  criteria: [
    { name: 'Performance', weight: 0.3 },
    { name: 'Developer Experience', weight: 0.25 },
    { name: 'Ecosystem', weight: 0.25 },
    { name: 'Long-term Support', weight: 0.2 }
  ],
  context: 'Team of 20 developers, 5-year project lifespan'
});

console.log(decision.recommendation);
console.log(decision.analysis);

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Example Output

## Decision Analysis: Frontend Framework Selection

### Options Evaluated
1. React
2. Vue
3. Angular

### Scoring Matrix

| Criteria              | Weight | React | Vue | Angular |
|-----------------------|--------|-------|-----|---------|
| Performance           | 30%    | 8.5   | 8.0 | 7.5     |
| Developer Experience  | 25%    | 9.0   | 8.5 | 7.0     |
| Ecosystem             | 25%    | 9.5   | 7.5 | 8.5     |
| Long-term Support     | 20%    | 9.0   | 7.0 | 9.0     |
| **Weighted Score**    |        | **8.95** | 7.85 | 7.95 |

### Recommendation

**React** is recommended with a weighted score of 8.95/10.

### Key Reasons
1. Largest ecosystem and community
2. Excellent developer experience
3. Strong corporate backing (Meta)
4. Proven at scale

### Risks & Mitigations
- **Risk**: Frequent breaking changes
- **Mitigation**: Use stable LTS versions, invest in testing

### Confidence Level: High (85%)

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Architecture

Decision Request
    ↓
Tree of Thoughts Agent
    ├─ Generate options
    ├─ Explore variations
    └─ Identify criteria
    ↓
Evaluation Phase
    ├─ Score each option
    ├─ Analyze trade-offs
    └─ Assess risks
    ↓
Recommendation Engine
    ├─ Weighted scoring
    ├─ Sensitivity analysis
    └─ Confidence calculation
    ↓
Structured Report

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Installation

clawhub install decision-advisor

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License

MIT

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Version

1.0.0

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Created

2026-04-02