Conversation Templates

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Overview

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Template Categories

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Programming Templates

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1. Advanced Code Review

// Template ID: code-review-advanced
// Recommended Models: GPT-4, Claude-3-Opus

SystemPrompt: `
  Senior software expert with 15+ years experience.
  Analyze code with focus on:
  
  1. Security (OWASP Top 10, vulnerabilities)
  2. Performance (Big O, memory management)
  3. Code Quality (SOLID, design patterns)
  4. Testing (coverage, edge cases)
  
  Classify issues by criticality:
  - Critical: Security flaws, crashes
  - Major: Performance issues, functional bugs  
  - Minor: Style, readability
`

• OWASP Top 10 security analysis
• Performance optimization suggestions
• SOLID principles compliance review
• Test coverage recommendations

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2. Advanced Debugging

• Root cause analysis using 5 Whys method
• Race condition and concurrency issue detection
• Step-by-step diagnostic methodology
• Prevention recommendations

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3. Performance Optimization

• Algorithmic complexity (time & space)
• Memory management and GC pressure
• Concurrency and parallelization
• Language-specific optimizations

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4. Complete Documentation

• JSDoc/TypeDoc/Python docstrings
• API reference with examples
• README with badges and setup
• Architecture diagrams and guides

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Writing Templates

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1. Professional Content Creation

// Template ID: creation-contenu-pro
// Focus: SEO-optimized, engaging content

Features:
- SEO keyword optimization (1-2% density)
- Attention-grabbing hooks
- Structured with H1/H2/H3 headings
- Clear calls-to-action
- Social proof and statistics integration

• Blog articles (1000-2000 words)
• LinkedIn posts with engagement
• Landing pages with conversion focus
• Email newsletters

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2. Grammar & Style Review

• Grammar and mechanics
• Style and tone consistency
• Clarity and flow
• Content impact

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3. Professional Email Writing

• Context-appropriate formality
• Clear subject lines
• Action-oriented language
• Cultural sensitivity

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Analysis Templates

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1. Comprehensive Data Analysis

# Template provides structured data analysis:

1. Data Understanding
   - Quality assessment (completeness, accuracy)
   - Statistical summaries
   - Outlier detection

2. Exploratory Analysis  
   - Descriptive statistics
   - Correlation analysis
   - Trend identification

3. Advanced Analytics
   - Predictive modeling
   - Statistical significance testing
   - Cluster analysis

4. Business Insights
   - Actionable recommendations
   - Risk/opportunity identification
   - Performance benchmarking

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2. Market Research & Competitive Analysis

• Market size and growth projections
• Competitive landscape mapping
• Customer analysis and personas
• SWOT analysis
• Strategic recommendations

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Creative Templates

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1. Structured Brainstorming

• SCAMPER (Substitute, Combine, Adapt, Modify, Put to another use, Eliminate, Reverse)
• Mind mapping and lateral thinking
• Cross-industry analogies
• Reverse brainstorming

• Feasibility, desirability, viability
• Resource requirements
• Risk assessment

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2. Professional Story Writing

• Compelling plot structure
• Character development arcs
• Vivid setting and world-building
• Consistent narrative voice
• Universal themes

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Learning Templates

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1. Clear Concept Explanation

// Pedagogical approach:
{
  assessment: "Evaluate learner's current level",
  structure: "Big picture → Components → Details",
  tools: [
    "Analogies and metaphors",
    "Real-world examples",
    "Visual descriptions",
    "Step-by-step processes"
  ],
  reinforcement: "Questions, practice, multiple perspectives"
}

​

2. Personalized Study Plan

• SMART learning objectives
• Spaced repetition schedule
• Resource selection (text, video, interactive)
• Progress tracking and milestones
• Evidence-based techniques (active recall, interleaving)

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Business Templates

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1. Comprehensive Business Strategy

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2. Compelling Presentation Preparation

• Audience analysis and tailoring
• Clear single overarching message
• Visual design best practices
• Delivery strategy and timing
• Q&A preparation

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Personal Templates

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1. SMART Goal Setting

• Specific: Clear, well-defined outcomes
• Measurable: Quantifiable progress indicators
• Achievable: Realistic given resources
• Relevant: Aligned with broader objectives
• Time-bound: Clear deadlines and milestones

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2. Structured Decision Making

1. Problem Definition (clarify needs, values)
2. Option Generation (creative alternatives)
3. Evaluation Framework (weighted criteria)
4. Analysis & Validation (data, advisors)
5. Implementation Planning (action steps, risks)

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Using Templates

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How to Apply

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Template Structure

interface ConversationTemplate {
  id: string;                    // Unique identifier
  name: string;                  // Display name
  category: string;              // One of 7 categories
  description: string;           // What the template does
  systemPrompt: string;          // Expert system instructions
  userMessage: string;           // User message template with placeholders
  tags: string[];                // Searchable tags
  modelSpecific?: string[];      // Recommended models
  icon: string;                  // Display icon
  color: string;                 // Category color
  examples?: string[];           // Usage examples
}

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Template Examples

// Example usage of Advanced Code Review template

// System Prompt (auto-applied):
// "You are a senior software expert..."

// User fills in:
const userMessage = `
Code to analyze:

\`\`\`typescript
async function fetchUserData(userId: string) {
  const response = await fetch('/api/users/' + userId);
  return response.json();
}
\`\`\`

Context:
- Objective: Fetch user data from API
- Domain: E-commerce platform
- Constraints: Security critical, high traffic

Priority checks:
- Security vulnerabilities (SQL injection, XSS)
- Error handling
- Performance for 10k+ requests/sec
`;

# Example: Professional Content Creation template

Subject: "Benefits of Remote Work for SMBs"

Format: Blog article
Objective: Inform and convince
Keywords: remote work, SMB productivity, cost savings
Tone: Professional but accessible

Target Audience:
- Demographics: SMB owners, 30-55 years old
- Interest: Business efficiency, cost optimization
- Knowledge: Intermediate business knowledge

Length: 1500 words

Constraints:
- Include 3-5 statistics
- Add real-world examples
- SEO optimized for "remote work SMB benefits"

# Example: Personalized Study Plan template

Subject: Machine Learning Fundamentals

Current Level: Beginner (know Python basics)
Background: Software developer, 3 years experience
Learning Style: Hands-on with projects
Available Time: 10 hours/week

Goals:
- Primary: Build ML models from scratch
- Timeline: 3 months
- Outcomes: Deploy a real ML project
- Priority: Understanding math foundations

Resources Available:
- Books: "Hands-On Machine Learning"
- Online: Coursera, YouTube
- Practice: Kaggle datasets

Success Metrics:
- Complete 5 ML projects
- Pass Kaggle beginner competitions

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Customization

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Creating Custom Templates

1. Save successful prompts: Export conversations that worked well
2. Reuse system prompts: Copy effective system instructions
3. Build template library: Maintain personal collection
4. Share with team: Export and share template JSON

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Best Practices

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Template Source Code

// Location: src/data/templates.ts
export const PRE_BUILT_TEMPLATES: ConversationTemplate[] = [
  // 27 templates with complete system prompts
];

export const TEMPLATE_CATEGORIES: TemplateCategoryInfo[] = [
  // 7 category definitions
];