> ## Documentation Index > Fetch the complete documentation index at: https://mintlify.com/Teeflo/PolyChat-AI/llms.txt > Use this file to discover all available pages before exploring further. # Conversation Templates > 27 professionally crafted templates across 7 categories for common tasks ## Overview PolyChat-AI includes 27 pre-built conversation templates designed by experts to help you get the most out of AI interactions. Each template includes optimized system prompts, user message structures, and suggested models. ## Template Categories Templates are organized into 7 main categories: **4 templates** - Code review, debugging, optimization, documentation **3 templates** - Content creation, grammar review, email writing **2 templates** - Data analysis, market research **2 templates** - Brainstorming, story writing **2 templates** - Concept explanation, study planning **2 templates** - Business strategy, presentation prep **2 templates** - Goal setting, decision making ## Programming Templates ### 1. Advanced Code Review **Purpose**: Deep code analysis focusing on security, performance, and best practices ```typescript theme={null} // 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 ` ``` **What You Get**: * OWASP Top 10 security analysis * Performance optimization suggestions * SOLID principles compliance review * Test coverage recommendations ### 2. Advanced Debugging **Purpose**: Systematic troubleshooting for complex bugs **Key Features**: * Root cause analysis using 5 Whys method * Race condition and concurrency issue detection * Step-by-step diagnostic methodology * Prevention recommendations ### 3. Performance Optimization **Purpose**: Optimize code for maximum performance **Analysis Areas**: * Algorithmic complexity (time & space) * Memory management and GC pressure * Concurrency and parallelization * Language-specific optimizations ### 4. Complete Documentation **Purpose**: Generate comprehensive technical documentation **Includes**: * JSDoc/TypeDoc/Python docstrings * API reference with examples * README with badges and setup * Architecture diagrams and guides ## Writing Templates ### 1. Professional Content Creation ```typescript theme={null} // 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 ``` **Best For**: * Blog articles (1000-2000 words) * LinkedIn posts with engagement * Landing pages with conversion focus * Email newsletters ### 2. Grammar & Style Review **Expert editor** analyzing: * Grammar and mechanics * Style and tone consistency * Clarity and flow * Content impact ### 3. Professional Email Writing **Features**: * Context-appropriate formality * Clear subject lines * Action-oriented language * Cultural sensitivity ## Analysis Templates ### 1. Comprehensive Data Analysis ```python theme={null} # 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 ``` ### 2. Market Research & Competitive Analysis **Research Framework**: * Market size and growth projections * Competitive landscape mapping * Customer analysis and personas * SWOT analysis * Strategic recommendations ## Creative Templates ### 1. Structured Brainstorming **Techniques Used**: * SCAMPER (Substitute, Combine, Adapt, Modify, Put to another use, Eliminate, Reverse) * Mind mapping and lateral thinking * Cross-industry analogies * Reverse brainstorming **Evaluation Framework**: * Feasibility, desirability, viability * Resource requirements * Risk assessment ### 2. Professional Story Writing **Story Elements**: * Compelling plot structure * Character development arcs * Vivid setting and world-building * Consistent narrative voice * Universal themes **Supports**: Fantasy, sci-fi, mystery, romance, thriller, literary fiction ## Learning Templates ### 1. Clear Concept Explanation ```javascript theme={null} // 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 **Includes**: * SMART learning objectives * Spaced repetition schedule * Resource selection (text, video, interactive) * Progress tracking and milestones * Evidence-based techniques (active recall, interleaving) ## Business Templates ### 1. Comprehensive Business Strategy **Strategic Framework**: Internal/external assessment, stakeholder mapping, SWOT Vision, objectives, KPIs, competitive advantage Growth strategies, innovation, partnerships Resource allocation, initiatives, timeline, budget Risk identification, scenario planning, controls ### 2. Compelling Presentation Preparation **Design Principles**: * Audience analysis and tailoring * Clear single overarching message * Visual design best practices * Delivery strategy and timing * Q\&A preparation ## Personal Templates ### 1. SMART Goal Setting **Goal Framework**: * **S**pecific: Clear, well-defined outcomes * **M**easurable: Quantifiable progress indicators * **A**chievable: Realistic given resources * **R**elevant: Aligned with broader objectives * **T**ime-bound: Clear deadlines and milestones ### 2. Structured Decision Making **Process**: 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) ## Using Templates ### How to Apply Click the template icon in the chat input area Browse by category or search for specific templates Click on a template to preview its system prompt and structure Fill in placeholders (marked with \[brackets]) with your specific information Send the message - the template's system prompt is automatically applied ### Template Structure Each template includes: ```typescript theme={null} 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 } ``` ## Template Examples ```typescript theme={null} // 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 `; ``` ```markdown theme={null} # 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" ``` ```yaml theme={null} # 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 ``` ## Customization ### Creating Custom Templates While PolyChat-AI includes 27 pre-built templates, you can create custom workflows: 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 Future versions will support custom template creation and saving directly in the UI (see Roadmap). ## Best Practices * **Match task type**: Use programming templates for code, writing for content * **Check examples**: Review template examples to ensure fit * **Read system prompt**: Understand what expertise is activated * **Try recommended models**: Templates suggest optimal models * **Fill all placeholders**: Replace \[bracketed] text with specifics * **Add context**: More context = better results * **Be specific**: Detailed requirements yield detailed answers * **Iterate**: Refine prompts based on initial results * **Use recommended models**: Templates are optimized for specific models * **Adjust system prompts**: Modify if results don't match needs * **Combine templates**: Use insights from multiple templates * **Track what works**: Note which templates perform best for your needs ## Template Source Code All templates are defined in: ```typescript theme={null} // 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 ]; ``` Discover 10+ instant text and code transformations