# Table of Contents - [Manus AI Prompting Guide | AUMIX AI Academy](#manus-ai-prompting-guide-aumix-ai-academy) - [Books | AUMIX AI Academy](#books-aumix-ai-academy) - [Search for | AUMIX AI Academy](#search-for-aumix-ai-academy) - [AUMIX AI Academy](#aumix-ai-academy) - [AUMIX AI Academy](#aumix-ai-academy) - [Shelves | AUMIX AI Academy](#shelves-aumix-ai-academy) - [Page Revisions for Manus AI Prompting Guide | AUMIX AI Academy](#page-revisions-for-manus-ai-prompting-guide-aumix-ai-academy) - [The AI Prompting Maste... | AUMIX AI Academy](#the-ai-prompting-maste-aumix-ai-academy) - [AI Systems Prompting G... | AUMIX AI Academy](#ai-systems-prompting-g-aumix-ai-academy) - [Tareq Yaghmour | AUMIX AI Academy](#tareq-yaghmour-aumix-ai-academy) - [ChatGPT Prompting Guide | AUMIX AI Academy](#chatgpt-prompting-guide-aumix-ai-academy) - [Gemini Prompting Guide | AUMIX AI Academy](#gemini-prompting-guide-aumix-ai-academy) - [Claude prompting guide | AUMIX AI Academy](#claude-prompting-guide-aumix-ai-academy) - [Perplexity AI Promptin... | AUMIX AI Academy](#perplexity-ai-promptin-aumix-ai-academy) - [Tags | AUMIX AI Academy](#tags-aumix-ai-academy) - [AUMIX AI Academy](#aumix-ai-academy) - [Recently Updated Pages | AUMIX AI Academy](#recently-updated-pages-aumix-ai-academy) - [Prompting Guides | AUMIX AI Academy](#prompting-guides-aumix-ai-academy) - [Page Revisions for AI Systems Prompting G... | AUMIX AI Academy](#page-revisions-for-ai-systems-prompting-g-aumix-ai-academy) - [Search for {created_by:tareq-yaghmour} {type:page} | AUMIX AI Academy](#search-for-created-by-tareq-yaghmour-type-page-aumix-ai-academy) - [Search for {created_by:tareq-yaghmour} {type:book} | AUMIX AI Academy](#search-for-created-by-tareq-yaghmour-type-book-aumix-ai-academy) - [Search for {created_by:tareq-yaghmour} {type:bookshelf} | AUMIX AI Academy](#search-for-created-by-tareq-yaghmour-type-bookshelf-aumix-ai-academy) - [Page Revisions for ChatGPT Prompting Guide | AUMIX AI Academy](#page-revisions-for-chatgpt-prompting-guide-aumix-ai-academy) - [Page Revisions for Gemini Prompting Guide | AUMIX AI Academy](#page-revisions-for-gemini-prompting-guide-aumix-ai-academy) - [Page Revisions for Claude prompting guide | AUMIX AI Academy](#page-revisions-for-claude-prompting-guide-aumix-ai-academy) - [Page Revisions for Perplexity AI Promptin... | AUMIX AI Academy](#page-revisions-for-perplexity-ai-promptin-aumix-ai-academy) --- # Manus AI Prompting Guide | AUMIX AI Academy [Skip to main content](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/manus-ai-prompting-guide#main-content) Info Content Manus AI Prompting Guide ======================== Understanding Manus AI's unique approach ---------------------------------------- Manus AI operates fundamentally differently from traditional chat-based AI systems. It's designed as an autonomous general AI agent that "bridges minds and actions" - meaning it doesn't just provide responses, but actually executes tasks and delivers completed results. This paradigm shift requires a different approach to prompting. ### Core principles for Manus AI prompting ### 1\. Think in terms of outcomes, not conversations * Focus on the end result you want to achieve. * Describe the complete deliverable rather than asking for advice. * Trust Manus to figure out the implementation details. Bad prompt: "How should I approach creating a presentation about market trends?" Good prompt: "Create a comprehensive 15-slide presentation analyzing current AI market trends for Q4 2024. Target audience: venture capital partners evaluating investment opportunities. Include market size data, key players, growth projections, investment patterns, and emerging opportunities. Use professional design with charts and graphs. Deliver as a downloadable PowerPoint file." Why it's better: The good prompt specifies the complete deliverable, audience, content requirements, and format, allowing Manus to autonomously execute the entire task. ### 2\. Provide comprehensive context upfront * Include all relevant background information in your initial prompt. * Specify constraints, preferences, and success criteria. * Describe your role, industry, and specific situation. Bad prompt: "Build me a website for my business." Good prompt: "Create a complete website for my boutique digital marketing agency specializing in e-commerce brands. Company: 'Growth Catalyst Digital'. We serve online retailers with 1-10M annual revenue. Services: PPC advertising, conversion optimization, email marketing, social media management. Website requirements: * Modern, professional design that builds trust * Homepage, About, Services, Case Studies, Contact pages * Lead capture forms and consultation booking * Mobile-responsive design * SEO-optimized content * Integration with Google Analytics * Contact form that emails info@growthcatalyst.com Brand personality: Data-driven, results-focused, approachable Color scheme: Navy blue, white, accent orange Include 3 fictional case studies showing 2x+ ROI improvements Deploy as a live website I can immediately use." Why it's better: This prompt provides complete specifications, brand guidelines, functional requirements, and deployment expectations, enabling Manus to deliver a finished product. ### 3\. Specify deliverable formats and deployment preferences * Clearly state how you want to receive the final output. * Indicate if you need files, live deployments, or specific formats. * Mention any integration requirements or technical constraints. Bad prompt: "Analyze my sales data." Good prompt: "Analyze the attached sales data from our SaaS platform (Q1-Q3 2024) and deliver a comprehensive business intelligence report. Data includes: customer acquisitions, churn rates, revenue by plan type, geographic distribution, and feature usage. Deliverables needed: 1. Executive dashboard (interactive web page I can bookmark) 2. Detailed analysis report (PDF, 15-20 pages) 3. Raw data insights (Excel file with pivot tables) 4. Presentation slides for board meeting (PowerPoint, 12 slides) Focus areas: growth trends, churn analysis, expansion opportunities, geographic performance, product-market fit indicators. Make all deliverables accessible via download links and ensure visualizations are professional quality suitable for executive presentation." Why it's better: This prompt specifies multiple deliverable formats, intended use cases, and technical requirements, allowing Manus to create a complete business intelligence solution. ### 4\. Embrace autonomous execution * Don't micromanage the process or ask for step-by-step plans. * Trust Manus to make implementation decisions. * Focus on desired outcomes rather than methodology. Bad prompt: "First research competitors, then create an outline, then write content, then design slides for a competitive analysis presentation." Good prompt: "Create a competitive analysis presentation for our project management software startup. We're competing against Asana, Monday.com, and Notion in the small-medium business market. Deliver a polished 20-slide presentation covering: * Market landscape and positioning * Feature comparison matrix * Pricing analysis and value propositions * Strengths/weaknesses assessment * Market opportunities and differentiation strategies * Recommended competitive positioning Target audience: Product team and investors Style: Professional, data-driven, visually compelling Include charts, graphs, and comparison tables Research should be current (2024 data) and include recent product updates, pricing changes, and market developments." Why it's better: This prompt trusts Manus to handle research, analysis, design, and content creation autonomously while clearly specifying the desired outcome. Manus AI's specialized capabilities ----------------------------------- ### 1\. Multi-modal content creation * Slides and presentations with professional design * Images and visual content generation * Video creation and editing * Interactive web applications * Comprehensive documents and reports Example multi-modal prompt: "Create a complete brand identity package for a sustainable fashion startup called 'EcoThread'. Deliverables: 1. Logo design (3 variations: full logo, icon, wordmark) 2. Brand guidelines document (PDF, 25 pages) 3. Marketing presentation (slides explaining brand strategy) 4. Sample marketing materials (social media posts, business cards, letterhead) 5. Brand website mockup (interactive prototype) Brand values: Sustainability, transparency, quality, accessibility Target market: Environmentally conscious millennials and Gen Z Aesthetic: Clean, modern, earthy tones, minimalist Ensure all elements work cohesively and provide files in appropriate formats for immediate use." ### 2\. Research and data analysis * Comprehensive market research with current data * Competitive intelligence gathering * Data visualization and dashboard creation * Trend analysis and forecasting * Academic and industry research synthesis Example research prompt: "Conduct comprehensive research on the remote work technology market and create an investment thesis report. Research scope: * Market size, growth rates, and projections through 2027 * Key segments: video conferencing, collaboration tools, productivity software, security solutions * Major players, recent funding rounds, and M&A activity * Emerging trends and disruptive technologies * Geographic analysis (US, Europe, Asia-Pacific) * Post-pandemic market evolution and stabilization patterns Deliverables: 1. Executive summary (2 pages) 2. Detailed market analysis report (40-50 pages) 3. Investment opportunity presentation (25 slides) 4. Financial models and projections (Excel) 5. Company comparison database (searchable web interface) Target audience: Venture capital investment committee Include actionable investment recommendations with risk assessments." ### 3\. Business automation and workflow creation * Process documentation and optimization * Workflow automation design * Business playbook development * Standard operating procedures * Training materials and onboarding guides Example automation prompt: "Design and implement a complete customer onboarding automation system for our B2B SaaS platform. Current process: Manual email sequences, scattered documentation, inconsistent follow-up Goal: Automated, personalized onboarding that increases activation rates and reduces churn Requirements: 1. Automated email sequence (welcome through day 30) 2. Interactive onboarding checklist (web-based) 3. Progress tracking dashboard for customer success team 4. Personalized content based on user role and company size 5. Integration points for our CRM and product analytics 6. Success metrics and reporting system Deliverables: * Complete email templates and sequence logic * Interactive onboarding portal (deployed and functional) * Customer success dashboard * Implementation playbook for our team * Performance tracking and optimization recommendations Make everything ready for immediate deployment with our existing tech stack (Salesforce, Intercom, Mixpanel)." ### 4\. Educational content and training development * Course creation and curriculum design * Interactive learning materials * Assessment and evaluation tools * Training videos and presentations * Knowledge base development Example educational prompt: "Create a comprehensive digital marketing certification course for small business owners. Course overview: * Target: Small business owners with limited marketing experience * Duration: 8 weeks, 2 hours per week * Format: Self-paced online learning * Goal: Practical skills for DIY digital marketing Course modules: 1. Digital Marketing Fundamentals 2. Website Optimization and SEO 3. Social Media Marketing 4. Email Marketing and Automation 5. Pay-Per-Click Advertising 6. Content Marketing and Blogging 7. Analytics and Performance Measurement 8. Putting It All Together: Creating Your Marketing Plan Deliverables: * Complete online course platform (interactive, mobile-friendly) * Video lessons for each module (professionally produced) * Downloadable worksheets and templates * Quizzes and practical assignments * Final certification exam * Student progress tracking system * Instructor dashboard for course management Include real-world examples, case studies, and actionable templates students can immediately apply to their businesses." Task-specific prompting strategies ---------------------------------- ### Research and Analysis Projects 1. **Market research and competitive intelligence** Comprehensive research approach: "Execute a complete market entry analysis for \[product/service\] in \[target market\]. Business context: \[Provide company background, current position, goals\] Research requirements: * Market size, growth trends, and forecasts * Regulatory environment and compliance requirements * Competitive landscape and positioning analysis * Customer segments and buying behavior * Distribution channels and partnership opportunities * Pricing strategies and market dynamics * Entry barriers and success factors * Risk assessment and mitigation strategies Deliverables: 1. Market entry strategy report (comprehensive PDF) 2. Executive presentation for board approval 3. Financial projections and business case 4. Implementation roadmap and timeline 5. Competitive monitoring dashboard Include actionable recommendations with clear next steps and resource requirements." 2. **Data analysis and business intelligence** Analytics-focused approach: "Transform our raw business data into actionable insights and automated reporting system. Data sources: \[List available data - sales, customer, operational, financial\] Business questions: * What drives customer acquisition and retention? * Which products/services are most profitable? * How can we optimize pricing and operations? * What are our growth opportunities and risks? Deliverables: 1. Automated executive dashboard (web-based, real-time) 2. Monthly business review presentation template 3. Predictive models for key metrics 4. Alert system for performance anomalies 5. Data governance and quality monitoring 6. Training materials for team adoption Ensure all outputs are accessible to non-technical stakeholders and provide clear action triggers based on data insights." ### Content Creation and Marketing 1. **Comprehensive content marketing systems** Content ecosystem approach: "Build a complete content marketing system for \[company/industry\] targeting \[specific audience\]. Brand context: \[Company positioning, voice, values, competitive differentiation\] Content requirements: * Blog content strategy and editorial calendar * Social media content across platforms * Email marketing sequences and newsletters * Video content and multimedia assets * Lead magnets and gated content * Sales enablement materials * SEO-optimized web content Deliverables: 1. 6-month content calendar with all assets 2. Content creation templates and guidelines 3. Distribution and promotion strategy 4. Performance tracking and optimization system 5. Content management workflow and tools 6. Team training and implementation guide Create actual content pieces, not just strategies. Include 50+ ready-to-publish pieces across all formats." 2. **Brand development and visual identity** Complete branding approach: "Develop complete brand identity and marketing materials for \[business description\]. Brand requirements: * Logo design and visual identity system * Brand guidelines and style guide * Website design and development * Marketing collateral (digital and print) * Social media templates and assets * Packaging design (if applicable) * Brand messaging and voice guidelines Target audience: \[Detailed customer personas\] Brand personality: \[Desired attributes and positioning\] Competitive context: \[Key differentiators and market position\] Deliverables: 1. Complete visual identity package 2. Professional website (live and functional) 3. Marketing materials library 4. Brand implementation toolkit 5. Usage guidelines and training materials Ensure all elements work cohesively and provide immediate business value." ### Business Development and Operations 1. **Process optimization and automation** Systems improvement approach: "Analyze and optimize our \[specific business process\] to improve efficiency and outcomes. Current state: \[Describe existing process, pain points, performance metrics\] Desired outcomes: \[Specific goals and success criteria\] Optimization scope: * Process mapping and bottleneck identification * Automation opportunities and tool recommendations * Quality control and error reduction * Performance measurement and reporting * Team training and change management * Scalability and future-proofing Deliverables: 1. Current state analysis and improvement recommendations 2. Optimized process documentation and workflows 3. Automation implementation (where applicable) 4. Performance dashboard and monitoring system 5. Training materials and change management plan 6. ROI analysis and success metrics Implement actual improvements, not just recommendations. Provide working solutions ready for deployment." 2. **Strategic planning and business development** Strategic initiative approach: "Develop a comprehensive strategic plan for \[specific business objective or growth initiative\]. Business context: \[Current situation, resources, constraints, timeline\] Strategic objective: \[Specific, measurable goal\] Planning requirements: * Market opportunity assessment * Competitive positioning strategy * Resource requirements and allocation * Implementation roadmap and milestones * Risk assessment and contingency planning * Success metrics and monitoring systems * Stakeholder communication and buy-in Deliverables: 1. Strategic plan document (executive and detailed versions) 2. Implementation project plan with timelines 3. Financial projections and business case 4. Stakeholder presentation and communication materials 5. Progress tracking and reporting system 6. Regular review and adjustment framework Provide actionable plans with clear accountability and measurable outcomes." Advanced prompting techniques for Manus AI ------------------------------------------ ### 1\. Multi-deliverable project prompting Request multiple related outputs in a single prompt: "Create a complete product launch campaign for \[product\] including: Strategic Foundation: * Go-to-market strategy document * Competitive positioning analysis * Target audience research and personas Creative Assets: * Brand identity and visual guidelines * Website landing pages (live and functional) * Marketing collateral library * Video content and multimedia assets Campaign Execution: * Multi-channel marketing plan * Content calendar and social media strategy * PR and influencer outreach plan * Sales enablement materials Measurement and Optimization: * Analytics dashboard and tracking system * Performance benchmarks and KPIs * A/B testing framework * Post-launch optimization recommendations Deliver everything as a coordinated campaign ready for immediate execution." ### 2\. Iterative improvement prompting Build on Manus's autonomous capabilities: "Create \[initial deliverable\] and then continuously improve it based on best practices and optimization opportunities. Initial requirements: \[Specify baseline requirements\] Improvement criteria: * Performance optimization * User experience enhancement * Industry best practices integration * Competitive differentiation * Scalability and future-proofing Deliver both the initial version and an enhanced version that represents your best recommendations for optimal results. Explain the improvements made and their expected impact." ### 3\. Context-aware customization Leverage Manus's understanding of business context: "Adapt \[solution/content/strategy\] specifically for our business context and industry requirements. Our business: \[Detailed company description, industry, size, stage, challenges\] Our customers: \[Customer profiles, needs, behaviors, preferences\] Our constraints: \[Budget, timeline, resources, technical limitations\] Our goals: \[Specific objectives and success criteria\] Create solutions that are perfectly tailored to our situation, not generic templates. Consider our unique challenges and opportunities in every recommendation." ### 4\. End-to-end solution prompting Request complete, deployment-ready solutions: "Build a complete \[solution type\] that I can immediately implement and use. Requirements: \[Comprehensive specifications\] Delivery expectations: * Fully functional and tested * Professional quality and presentation * Ready for immediate deployment/use * Include all necessary documentation * Provide training and support materials * Ensure compatibility with our existing systems Don't just create a prototype or proof of concept - deliver a production-ready solution that provides immediate business value." Optimizing results with Manus AI -------------------------------- ### 1\. Provide comprehensive context * Include all relevant business information upfront * Specify industry, company size, target market, and competitive context * Describe current challenges and desired outcomes * Share relevant data, documents, or examples when helpful ### 2\. Define success criteria clearly * Specify measurable outcomes and performance indicators * Include timeline and resource constraints * Describe how the deliverable will be used and by whom * Set quality and professional standards expectations ### 3\. Trust the autonomous process * Avoid micromanaging the implementation approach * Focus on outcomes rather than methodology * Allow Manus to make optimal tool and technique choices * Embrace the "leave it to Manus" philosophy for best results ### 4\. Request production-ready deliverables * Ask for complete, finished outputs rather than drafts or outlines * Specify file formats and delivery preferences * Request live deployments when applicable * Include all necessary documentation and support materials ### 5\. Leverage multi-modal capabilities * Combine text, visual, and interactive elements in requests * Ask for comprehensive solutions that span multiple formats * Request integrated campaigns or systems rather than isolated pieces * Take advantage of Manus's ability to create and deploy complete solutions Best practices summary ---------------------- 1. **Think outcomes, not conversations**: Focus on what you want delivered, not how to get there 2. **Provide complete context**: Give Manus all the information needed for optimal results 3. **Request production-ready deliverables**: Ask for finished, usable outputs 4. **Embrace autonomous execution**: Trust Manus to handle implementation details 5. **Specify success criteria**: Define clear expectations and quality standards 6. **Leverage multi-modal capabilities**: Request comprehensive solutions across formats 7. **Plan for immediate use**: Ask for solutions ready for deployment or implementation 8. **Focus on business value**: Ensure all deliverables provide tangible benefits Manus AI's strength lies in its ability to autonomously execute complex, multi-step projects and deliver complete, professional-quality results. By prompting for outcomes rather than advice, you can leverage its full potential to bridge the gap between ideas and implementation. Enter section select mode [Previous\ \ Gemini Prompting Guide](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/gemini-prompting-guide) [Next\ \ Perplexity AI Prompting Guide](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/perplexity-ai-prompting-guide) 0 Comment Threads 0 Archived No comments to display No comments to display Back to top --- # Books | AUMIX AI Academy [Skip to main content](https://academy.aumix.ai/books#main-content) Info Content Books ===== Sort Name * [Name](https://academy.aumix.ai/books#) * [Created Date](https://academy.aumix.ai/books#) * [Updated Date](https://academy.aumix.ai/books#) [The AI Prompting Master Guide: 7 Systems\ ----------------------------------------\ \ Welcome to The AI Prompting Master Guide This comprehensive guide covers prompting techniques for 7 major AI systems, helping ...\ \ Created 6 months ago\ \ Updated 6 months ago](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems) Back to top --- # Search for | AUMIX AI Academy [Skip to main content](https://academy.aumix.ai/search#main-content) ##### Advanced Search ###### Search Terms ###### Content Type Page Chapter Book Shelf ###### Exact Matches Add ###### Tag Searches Add ###### Date Options | | | | --- | --- | | Updated after | | | Set Date | | | | | | --- | --- | | Updated before | | | Set Date | | | | | | --- | --- | | Created after | | | Set Date | | | | | | --- | --- | | Created before | | | Set Date | | Update Search Search Results ============== ###### 8 total results found [#### Prompting Guides\ \ Master the art of AI prompting across seven major systems. This collection covers: - Chat-based systems (ChatGPT, Gemini, Manus AI, Perplexity)- CLI-based systems (Claude Code, OpenAI Codex, Gemini CLI)- System-specific techniques and best practices- Interfac...](https://academy.aumix.ai/shelves/prompting-guides) [#### The AI Prompting Master Guide: 7 Systems\ \ Welcome to The AI Prompting Master Guide This comprehensive guide covers prompting techniques for 7 major AI systems, helping you maximize their potential for various tasks. What You'll Learn- Fundamental prompting principles- System-specific techniques- Bes...](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems) [#### AI Systems Prompting Guides - Complete Collection\ \ The AI Prompting Master Guide: 7 Systems\ \ Overview This collection provides comprehensive prompting guides for six major AI systems, each tailored to their unique capabilities, interfaces, and use cases. The guides follow a consistent structure while highlighting the distinctive features and optimal p...](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/ai-systems-prompting-guides-complete-collection) [#### ChatGPT Prompting Guide\ \ The AI Prompting Master Guide: 7 Systems\ \ General tips for effective prompting 1. Be clear and specific Clearly state your task or question at the beginning of your message. Provide context and details to help ChatGPT understand your needs. Break complex tasks into smaller, manageable steps. Bad pro...](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/chatgpt-prompting-guide) [#### Claude prompting guide\ \ The AI Prompting Master Guide: 7 Systems\ \ General tips for effective prompting 1. Be clear and specific Clearly state your task or question at the beginning of your message. Provide context and details to help Claude understand your needs. Break complex tasks into smaller, manageable steps. Bad prom...](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/claude-prompting-guide) [#### Gemini Prompting Guide\ \ The AI Prompting Master Guide: 7 Systems\ \ General tips for effective prompting 1. Be clear and literal Gemini follows instructions exactly as written. Use precise, unambiguous language. Avoid metaphors or implied meanings that could be misinterpreted. Bad prompt: "Make this pop." Good prompt: "Re...](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/gemini-prompting-guide) [#### Manus AI Prompting Guide\ \ The AI Prompting Master Guide: 7 Systems\ \ Understanding Manus AI's unique approach Manus AI operates fundamentally differently from traditional chat-based AI systems. It's designed as an autonomous general AI agent that "bridges minds and actions" - meaning it doesn't just provide responses, but actua...](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/manus-ai-prompting-guide) [#### Perplexity AI Prompting Guide\ \ The AI Prompting Master Guide: 7 Systems\ \ Understanding Perplexity's unique approach Perplexity AI represents a paradigm shift in how we interact with information. Unlike traditional search engines that provide lists of links or conversational AI that relies on training data, Perplexity combines real-...](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/perplexity-ai-prompting-guide) Back to top --- # AUMIX AI Academy [Skip to main content](https://academy.aumix.ai/#main-content) Info Content Books ===== Sort Name * [Name](https://academy.aumix.ai/#) * [Created Date](https://academy.aumix.ai/#) * [Updated Date](https://academy.aumix.ai/#) [The AI Prompting Master Guide: 7 Systems\ ----------------------------------------\ \ Welcome to The AI Prompting Master Guide This comprehensive guide covers prompting techniques for 7 major AI systems, helping ...\ \ Created 6 months ago\ \ Updated 6 months ago](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems) Back to top --- # AUMIX AI Academy [Skip to main content](https://academy.aumix.ai/login#main-content) Log In ====== Email Password [Forgot Password?](https://academy.aumix.ai/password/email) Remember Me Log In Back to top --- # Shelves | AUMIX AI Academy [Skip to main content](https://academy.aumix.ai/shelves#main-content) Info Content Shelves ======= Sort Name * [Name](https://academy.aumix.ai/shelves#) * [Created Date](https://academy.aumix.ai/shelves#) * [Updated Date](https://academy.aumix.ai/shelves#) [Prompting Guides\ ----------------\ \ Master the art of AI prompting across seven major systems. This collection covers: - Chat-based systems (ChatGPT, Gemini, Manu...\ \ Created 6 months ago\ \ Updated 6 months ago](https://academy.aumix.ai/shelves/prompting-guides) Back to top --- # Page Revisions for Manus AI Prompting Guide | AUMIX AI Academy [Skip to main content](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/manus-ai-prompting-guide/revisions#main-content) Page Revisions ============== Listed below are all the past revisions of this page. You can look back upon, compare, and restore old page versions if permissions allow. The full history of the page may not be fully reflected here since, depending on system configuration, old revisions could be auto-deleted. Sort Revision Number * [Revision Number](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/manus-ai-prompting-guide/revisions#) # Page Name / Editor Type Created By / Revision Date Changelog Actions # 1 Manus AI Prompting Guide (**Editor Type:** Markdown) ![Tareq Yaghmour](https://academy.aumix.ai/uploads/images/user/2025-06/thumbs-30-30/large-ax-lime-green.png) Tareq Yaghmour 27 June 2025 20:04:05 (6 months ago) Initial publish [_Current Version_](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/manus-ai-prompting-guide) Back to top --- # The AI Prompting Maste... | AUMIX AI Academy [Skip to main content](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems#main-content) Info Content The AI Prompting Master Guide: 7 Systems ======================================== **Welcome to The AI Prompting Master Guide** This comprehensive guide covers prompting techniques for 7 major AI systems, helping you maximize their potential for various tasks. **What You'll Learn** \- Fundamental prompting principles \- System-specific techniques \- Best practices for each platform \- Real-world examples and templates [#### AI Systems Prompting Guides - Complete Collection\ \ Overview This collection provides comprehensive prompting guides for six major AI systems, each t...](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/ai-systems-prompting-guides-complete-collection) [#### ChatGPT Prompting Guide\ \ General tips for effective prompting 1. Be clear and specific Clearly state your task or questio...](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/chatgpt-prompting-guide) [#### Claude prompting guide\ \ General tips for effective prompting 1. Be clear and specific Clearly state your task or questio...](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/claude-prompting-guide) [#### Gemini Prompting Guide\ \ General tips for effective prompting 1. Be clear and literal Gemini follows instructions exactly...](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/gemini-prompting-guide) [#### Manus AI Prompting Guide\ \ Understanding Manus AI's unique approach Manus AI operates fundamentally differently from traditi...](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/manus-ai-prompting-guide) [#### Perplexity AI Prompting Guide\ \ Understanding Perplexity's unique approach Perplexity AI represents a paradigm shift in how we in...](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/perplexity-ai-prompting-guide) ### Search Results Clear Search Back to top --- # AI Systems Prompting G... | AUMIX AI Academy [Skip to main content](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/ai-systems-prompting-guides-complete-collection#main-content) Info Content AI Systems Prompting Guides - Complete Collection ================================================= Overview -------- This collection provides comprehensive prompting guides for six major AI systems, each tailored to their unique capabilities, interfaces, and use cases. The guides follow a consistent structure while highlighting the distinctive features and optimal prompting strategies for each system. Guide Collection Summary ------------------------ ### Chat-Based AI Systems #### 1\. ChatGPT Prompting Guide **Focus**: Conversational AI with strong reasoning and multimodal capabilities **Key Strengths**: * Custom instructions for persistent preferences * Multimodal processing (text, images, audio) * Code interpreter and data analysis * Web browsing capabilities * Extensive plugin ecosystem **Best For**: General-purpose tasks, content creation, data analysis, coding assistance, research **Unique Prompting Approaches**: * Role-playing and persona adoption * Chain-of-thought reasoning * Few-shot prompting with examples * Iterative refinement through conversation * Custom instructions for consistent behavior #### 2\. Gemini Prompting Guide **Focus**: Multimodal AI with massive context window and Google ecosystem integration **Key Strengths**: * 1M+ token context window for large documents/codebases * Superior multimodal reasoning * Built-in Google Search integration * Code execution capabilities * Strong analytical and research capabilities **Best For**: Large-scale analysis, comprehensive research, multimodal tasks, complex reasoning **Unique Prompting Approaches**: * Long-context utilization for entire codebases * Search-grounded prompting for current information * Multimodal chain-of-thought reasoning * Structured analytical frameworks * Comprehensive context provision #### 3\. Manus AI Prompting Guide **Focus**: Autonomous AI agent that executes complete tasks and delivers finished results **Key Strengths**: * End-to-end task execution * Multi-deliverable project completion * Autonomous workflow management * Professional-quality outputs * Deployment-ready solutions **Best For**: Complete project delivery, business automation, comprehensive solutions, professional deliverables **Unique Prompting Approaches**: * Outcome-focused prompting (not conversational) * Comprehensive context provision upfront * Multi-deliverable project requests * Production-ready specification * Autonomous execution trust ### Command-Line Interface (CLI) AI Systems #### 4\. Claude Code CLI Prompting Guide **Focus**: Agentic coding assistant integrated with development environment **Key Strengths**: * Automatic codebase context gathering * Direct file editing and manipulation * Git integration and version control * Web search for documentation * Enterprise platform integration **Best For**: Code development, debugging, refactoring, project analysis **Unique CLI Approaches**: * Concise, terminal-optimized responses * Action-oriented prompting * Codebase-aware requests * Direct file modification commands * Integration with development workflow #### 5\. OpenAI Codex CLI Prompting Guide **Focus**: Lightweight coding agent with granular autonomy control and safety features **Key Strengths**: * Three-tier approval system (Suggest/Auto Edit/Full Auto) * Sandboxed execution environment * Version control integration * Multimodal input support * Safety-first design **Best For**: Safe code experimentation, controlled automation, learning and exploration **Unique CLI Approaches**: * Approval mode specification * Safety-conscious prompting * Progressive autonomy requests * Constraint-driven development * Sandboxed experimentation #### 6\. Gemini CLI Prompting Guide **Focus**: Large-scale development with Google ecosystem integration and real-time search **Key Strengths**: * Massive context window for large codebases * Built-in Google Search integration * MCP server connectivity * Media generation capabilities * Google ecosystem integration **Best For**: Large-scale projects, research-driven development, ecosystem integration **Unique CLI Approaches**: * Large-scale analysis prompting * Search-integrated development * Multi-phase project prompting * Ecosystem integration requests * Research-driven implementation Key Differences and Selection Criteria -------------------------------------- ### Chat vs CLI Interfaces **Chat Interfaces** (ChatGPT, Gemini, Manus AI): * Conversational interaction style * Iterative refinement through dialogue * Comprehensive explanations and context * Multi-turn problem solving * Rich formatting and presentation **CLI Interfaces** (Claude Code CLI, Codex CLI, Gemini CLI): * Direct, action-oriented commands * Terminal-optimized responses * File system integration * Development workflow integration * Concise, executable outputs ### Autonomy Levels **High Autonomy**: Manus AI, Gemini CLI (Full Auto), Codex CLI (Full Auto) * Complete task execution * Minimal user intervention * End-to-end delivery * Production-ready outputs **Medium Autonomy**: Claude Code CLI, Gemini (with search), ChatGPT (with plugins) * Guided task execution * Some user oversight required * Tool integration capabilities * Iterative development **Controlled Autonomy**: Codex CLI (Suggest/Auto Edit modes), Standard ChatGPT/Gemini * User approval for actions * Step-by-step execution * Safety-first approach * Learning-oriented interaction ### Specialization Areas **General Purpose**: ChatGPT, Gemini **Autonomous Execution**: Manus AI **Code Development**: Claude Code CLI, Codex CLI **Large-Scale Analysis**: Gemini, Gemini CLI **Research Integration**: Gemini (all versions), Manus AI **Safety-Focused**: Codex CLI, Claude Code CLI Best Practices Across All Systems --------------------------------- ### Universal Principles 1. **Be specific and clear** about requirements and desired outcomes 2. **Provide comprehensive context** relevant to the task 3. **Specify constraints and limitations** upfront 4. **Define success criteria** and quality expectations 5. **Use examples** to illustrate desired formats and styles ### System-Specific Optimization 1. **Match prompting style to interface**: Conversational for chat, direct for CLI 2. **Leverage unique capabilities**: Multimodal for Gemini, autonomy for Manus, safety for Codex 3. **Consider context limitations**: Massive for Gemini, automatic for Claude Code 4. **Utilize integrations**: Google ecosystem, development tools, web search 5. **Respect safety boundaries**: Approval modes, sandboxing, version control ### Task-Specific Selection * **Research and Analysis**: Gemini (large context + search) * **Complete Project Delivery**: Manus AI (autonomous execution) * **Code Development**: Claude Code CLI or Codex CLI (development integration) * **Content Creation**: ChatGPT (conversational refinement) * **Large Codebase Work**: Gemini CLI (massive context) * **Safe Experimentation**: Codex CLI (approval modes) Implementation Recommendations ------------------------------ ### For Development Teams 1. **Use CLI tools** for daily coding tasks and development workflow integration 2. **Leverage chat interfaces** for planning, research, and complex problem-solving 3. **Apply Manus AI** for complete feature delivery and project automation 4. **Combine systems** strategically based on task requirements ### For Content Creators 1. **Start with ChatGPT** for iterative content development 2. **Use Gemini** for research-heavy content requiring current information 3. **Apply Manus AI** for complete content campaigns and deliverable packages 4. **Leverage multimodal capabilities** for visual content integration ### For Researchers and Analysts 1. **Use Gemini** for comprehensive analysis with large datasets 2. **Apply search integration** for current information and validation 3. **Leverage Manus AI** for complete research reports and presentations 4. **Combine multiple systems** for cross-validation and comprehensive coverage Conclusion ---------- Each AI system in this collection offers unique strengths and optimal use cases. The key to effective AI utilization lies in: 1. **Understanding each system's strengths** and limitations 2. **Matching prompting strategies** to system capabilities 3. **Selecting appropriate tools** for specific tasks 4. **Combining systems strategically** for comprehensive solutions 5. **Adapting approaches** based on interface type (chat vs CLI) These guides provide the foundation for maximizing productivity and achieving superior results across the full spectrum of AI-assisted tasks, from quick development fixes to comprehensive project delivery. 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This collection covers: - Chat-based ...](https://academy.aumix.ai/shelves/prompting-guides) Back to top --- # ChatGPT Prompting Guide | AUMIX AI Academy [Skip to main content](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/chatgpt-prompting-guide#main-content) Info Content ChatGPT Prompting Guide ======================= General tips for effective prompting ------------------------------------ ### 1\. Be clear and specific * Clearly state your task or question at the beginning of your message. * Provide context and details to help ChatGPT understand your needs. * Break complex tasks into smaller, manageable steps. Bad prompt: "Help me with coding." Good prompt: "I'm building a React application for a task management system. I need help creating a component that displays a list of tasks with the ability to mark them as complete. Each task should have a title, description, due date, and completion status. Please provide the component code with proper state management using React hooks." Why it's better: The good prompt provides specific details about the technology stack, the exact functionality needed, and the expected output format. ### 2\. Use examples and demonstrations * Provide examples of the kind of output you're looking for. * Show ChatGPT the format, style, or structure you want. * Use few-shot prompting with 2-3 examples for consistent results. Bad prompt: "Write a product description." Good prompt: "I need to write product descriptions for my e-commerce site. Here are two examples of the style I want: Example 1: 'Revolutionary Wireless Earbuds - Experience crystal-clear sound with our latest noise-canceling technology. 30-hour battery life keeps your music playing all day. Sweat-resistant design perfect for workouts. $149.99' Example 2: 'Smart Home Security Camera - Monitor your home 24/7 with HD video streaming. Motion detection alerts sent directly to your phone. Easy setup in under 5 minutes. Night vision included. $89.99' Now write a similar description for a portable Bluetooth speaker with these features: 360-degree sound, 20-hour battery, waterproof, voice assistant integration, priced at $199.99." Why it's better: The good prompt provides concrete examples that establish the tone, structure, and key elements ChatGPT should include. ### 3\. Leverage role-playing and personas * Ask ChatGPT to adopt a specific role, profession, or perspective. * Define the expertise level and communication style you want. * Use personas to get more targeted and contextually appropriate responses. Bad prompt: "Explain machine learning." Good prompt: "You are a senior data scientist explaining machine learning to a group of marketing executives who have no technical background. Your goal is to help them understand how ML can improve their customer segmentation and campaign targeting. Use business-friendly language, avoid technical jargon, and include practical examples from marketing scenarios. Focus on the business value rather than the technical implementation." Why it's better: This prompt establishes a clear role, target audience, communication style, and specific focus area, resulting in a more relevant and useful response. ### 4\. Encourage step-by-step reasoning * Ask ChatGPT to "think step-by-step" or "work through this systematically." * Request explanations of the reasoning process. * Use chain-of-thought prompting for complex problems. Bad prompt: "How do I increase website conversion rates?" Good prompt: "I want to increase the conversion rate on my SaaS landing page. Think through this step-by-step: 1. First, analyze what factors typically impact conversion rates on SaaS landing pages 2. Then, identify the most common conversion barriers and how to address them 3. Next, prioritize which improvements would likely have the biggest impact 4. Finally, provide a specific action plan with measurable steps For each step, explain your reasoning and provide concrete examples. My current conversion rate is 2.3% and my target is 5%." Why it's better: This prompt guides ChatGPT through a structured thinking process and requests explanations, leading to more thorough and actionable advice. ### 5\. Specify output format and constraints * Define the desired length, structure, and format of the response. * Set clear boundaries and constraints. * Request specific elements like bullet points, numbered lists, or tables when appropriate. Bad prompt: "Create a social media strategy." Good prompt: "Create a comprehensive social media strategy for a B2B software company. Structure your response as follows: 1. Executive Summary (2-3 sentences) 2. Platform Selection (choose 3 platforms with justification) 3. Content Pillars (4 main themes) 4. Posting Schedule (frequency for each platform) 5. Key Performance Indicators (5 specific metrics) 6. Budget Allocation (percentage breakdown) 7. Implementation Timeline (3-month roadmap) Keep each section concise but actionable. Total length should be 800-1000 words. Include specific examples where relevant." Why it's better: This prompt provides a clear structure, specific requirements, and length constraints, ensuring a comprehensive yet organized response. ### 6\. Iterative refinement and follow-up * Use ChatGPT's conversational memory within a session to build on previous responses. * Ask for specific modifications or improvements. * Refine outputs through multiple iterations. Bad prompt: "Make it better." Good prompt: "That's a solid foundation, but I need you to refine it further: 1. Make the tone more conversational and less formal 2. Add specific metrics and KPIs for each recommendation 3. Include potential challenges and how to overcome them 4. Expand the section on content creation with 5 specific content ideas 5. Add a risk assessment with mitigation strategies Keep the same overall structure but enhance these specific areas." Why it's better: This prompt provides specific, actionable feedback that builds on the previous response while maintaining context. ChatGPT-specific features and capabilities ------------------------------------------ ### 1\. Custom Instructions * Set persistent instructions that apply to all conversations. * Define your role, preferences, and common requirements. * Customize response style and format preferences. Example Custom Instructions: What would you like ChatGPT to know about you to provide better responses? "I'm a product manager at a B2B SaaS company. I frequently need help with user research analysis, feature prioritization, and stakeholder communication. I prefer data-driven insights with specific examples and actionable recommendations." How would you like ChatGPT to respond? "Be concise but thorough. Always include relevant metrics or data points when possible. Structure responses with clear headings. Ask clarifying questions if the request is ambiguous." ### 2\. Multimodal capabilities (GPT-4V and beyond) * Upload images for analysis, description, or text extraction. * Combine visual and textual inputs for richer context. * Use screenshots, diagrams, or charts as part of your prompts. Example multimodal prompt: \[Upload screenshot of a website homepage\] "Analyze this website homepage from a UX perspective. Identify 5 specific areas for improvement and explain your reasoning. Focus on conversion optimization and user experience best practices." ### 3\. Code Interpreter and Advanced Data Analysis * Upload files for analysis (CSV, Excel, PDF, etc.). * Request data visualization and statistical analysis. * Generate and execute Python code for complex calculations. Example data analysis prompt: \[Upload sales\_data.csv\] "Analyze this sales data and create visualizations showing: 1. Monthly revenue trends over the past year 2. Top 10 products by revenue 3. Regional performance comparison 4. Seasonal patterns in sales Provide insights and recommendations based on the patterns you discover. Include statistical significance where relevant." ### 4\. Web browsing capabilities (when enabled) * Access current information from the internet. * Research recent developments and trends. * Verify facts and gather up-to-date data. Example web browsing prompt: "Research the latest developments in AI regulation in the EU for 2024. Focus on the AI Act implementation timeline and its impact on businesses. Provide a summary with key dates, requirements, and implications for SaaS companies. Include sources for verification." ### 5\. Plugin ecosystem and GPTs * Use specialized GPTs for specific tasks and domains. * Leverage plugins for extended functionality. * Access third-party integrations and tools. Task-specific prompting strategies ---------------------------------- ### Content Creation and Writing 1. **Blog posts and articles** Effective structure: "Write a 1500-word blog post about \[topic\] for \[target audience\]. Structure it as follows: * Compelling headline with SEO keywords * Hook opening paragraph * 5 main sections with subheadings * Practical examples in each section * Actionable conclusion with next steps * Meta description (155 characters) Tone: \[professional/conversational/authoritative\] Include relevant statistics and cite sources where appropriate." 2. **Marketing copy and sales content** Conversion-focused approach: "Create sales copy for \[product/service\] targeting \[specific audience\]. Include: * Attention-grabbing headline * Problem identification and agitation * Solution presentation with benefits * Social proof elements * Clear call-to-action * Address common objections Use the AIDA framework and focus on emotional triggers. Length: \[specify word count\]." ### Code Development and Technical Tasks 1. **Code generation and debugging** Comprehensive technical prompt: "I need help with \[specific programming task\]. Here's the context: * Programming language: \[language\] * Framework/libraries: \[specify\] * Current code: \[paste code if applicable\] * Expected behavior: \[describe\] * Current issue: \[describe problem\] Please provide: 1. Corrected/optimized code with comments 2. Explanation of changes made 3. Best practices recommendations 4. Potential edge cases to consider 5. Testing suggestions" 2. **Architecture and system design** High-level design prompt: "Design a system architecture for \[project description\]. Consider: * Expected user load: \[specify\] * Key features: \[list\] * Technology constraints: \[specify\] * Scalability requirements: \[specify\] Provide: 1. High-level architecture diagram description 2. Technology stack recommendations with justification 3. Database design considerations 4. Security considerations 5. Deployment strategy 6. Potential bottlenecks and solutions" ### Business Analysis and Strategy 1. **Market research and competitive analysis** Research-focused prompt: "Conduct a competitive analysis for \[company/product\] in the \[industry\] space. Structure your analysis as: 1. Market Overview (size, trends, growth rate) 2. Direct Competitors (top 5 with detailed profiles) 3. Indirect Competitors (alternative solutions) 4. Competitive Positioning Matrix 5. SWOT Analysis for our position 6. Market Opportunities and Gaps 7. Strategic Recommendations For each competitor, include: pricing, features, target market, strengths/weaknesses, market share estimates." 2. **Data analysis and insights** Analytical prompt: "Analyze the following business metrics and provide insights: \[Provide data or upload file\] Focus on: 1. Key trends and patterns 2. Anomalies or outliers 3. Correlation analysis between metrics 4. Predictive insights for next quarter 5. Actionable recommendations 6. Risk factors to monitor Present findings with supporting visualizations and statistical significance where relevant." Advanced prompting techniques ----------------------------- ### 1\. Chain-of-thought prompting Use this technique for complex reasoning tasks: "Let's work through this step-by-step: Problem: \[State the problem clearly\] Step 1: \[First logical step\] Step 2: \[Second logical step\] Step 3: \[Continue the chain\] Think through each step carefully and show your reasoning before moving to the next step." ### 2\. Few-shot prompting with examples Provide multiple examples to establish patterns: "I need you to categorize customer feedback. Here are examples: Feedback: 'The app crashes every time I try to upload a photo' Category: Technical Issue Priority: High Feedback: 'Love the new dark mode feature!' Category: Feature Appreciation Priority: Low Feedback: 'It would be great to have offline sync' Category: Feature Request Priority: Medium Now categorize this feedback: \[New feedback to categorize\]" ### 3\. Constitutional AI approach Set principles and guidelines for responses: "When providing advice on \[topic\], please follow these principles: 1. Prioritize user safety and well-being 2. Provide evidence-based recommendations 3. Acknowledge limitations and uncertainties 4. Suggest consulting professionals when appropriate 5. Be inclusive and avoid bias Now, with these principles in mind: \[Your question\]" ### 4\. Meta-prompting Ask ChatGPT to help improve your prompts: "I want to create an effective prompt for \[specific task\]. My current prompt is: '\[Your current prompt\]' Please help me improve this prompt by: 1. Identifying unclear or ambiguous parts 2. Suggesting additional context that would be helpful 3. Recommending a better structure 4. Adding specific constraints or requirements 5. Providing an optimized version Explain your reasoning for each improvement." Troubleshooting and optimization -------------------------------- ### 1\. Handling inconsistent outputs * Use temperature settings (lower for consistency, higher for creativity) * Provide more specific constraints and examples * Use system messages to set consistent behavior * Test prompts multiple times and refine based on results ### 2\. Dealing with hallucinations * Ask for sources and citations * Request confidence levels for factual claims * Use phrases like "If you're not certain, please say so" * Cross-reference important information * Use web browsing when available for current information ### 3\. Managing context limitations * Break long conversations into focused sessions * Summarize key points from previous interactions * Use external tools for persistent memory * Prioritize the most important context in your prompts ### 4\. Optimizing for specific use cases * Create prompt templates for recurring tasks * Use custom instructions for consistent preferences * Develop a prompt library for your common needs * Test and iterate on prompts based on results Best practices summary ---------------------- 1. **Start with clarity**: Be specific about what you want and why 2. **Provide context**: Give ChatGPT the background it needs to help you effectively 3. **Use examples**: Show, don't just tell, what you're looking for 4. **Structure your requests**: Use clear formatting and organization 5. **Iterate and refine**: Build on responses and ask for improvements 6. **Leverage unique features**: Use multimodal inputs, custom instructions, and specialized capabilities 7. **Test and validate**: Verify important information and test prompts for consistency 8. **Stay conversational**: Remember that ChatGPT works best with natural language interaction By following these guidelines and adapting them to your specific needs, you can maximize the effectiveness of your interactions with ChatGPT and achieve better results across a wide range of tasks and applications. Enter section select mode [Previous\ \ AI Systems Prompting Guides - Complete Collec...](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/ai-systems-prompting-guides-complete-collection) [Next\ \ Claude prompting guide](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/claude-prompting-guide) 0 Comment Threads 0 Archived No comments to display No comments to display Back to top --- # Gemini Prompting Guide | AUMIX AI Academy [Skip to main content](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/gemini-prompting-guide#main-content) Info Content Gemini Prompting Guide ====================== General tips for effective prompting ------------------------------------ ### 1\. Be clear and literal * Gemini follows instructions exactly as written. * Use precise, unambiguous language. * Avoid metaphors or implied meanings that could be misinterpreted. Bad prompt: "Make this pop." Good prompt: "Rewrite this product description to be more engaging and persuasive. Use active voice, include specific benefits, add emotional appeal, and create urgency. The target audience is busy professionals aged 25-40 who value efficiency and quality." Why it's better: The good prompt provides specific, actionable instructions without relying on subjective terms like "pop." ### 2\. Provide comprehensive context upfront * Include all relevant background information at the beginning. * Specify your role, the situation, and desired outcomes. * Give Gemini the full picture to work with. Bad prompt: "Help me with the presentation." Good prompt: "I'm a marketing director preparing a quarterly review presentation for the executive team. The presentation needs to cover Q3 performance metrics, competitive analysis, and Q4 strategy recommendations. The audience includes the CEO, CFO, and department heads. The presentation should be data-driven, professional, and conclude with clear action items. I need help structuring the content and creating compelling narratives around our metrics." Why it's better: This prompt provides complete context about the role, audience, purpose, and requirements, enabling Gemini to provide targeted assistance. ### 3\. Use natural, conversational language * Write prompts as if you're talking to a knowledgeable colleague. * Explain your reasoning and thought process. * Include why you're trying to accomplish the task. Bad prompt: "Optimize SQL query performance." Good prompt: "I'm working on a customer analytics dashboard that's running slowly. The main bottleneck seems to be this SQL query that aggregates user behavior data across multiple tables. The query currently takes 45 seconds to run, but I need it under 5 seconds for a good user experience. Here's the current query: \[paste query\]. The database has about 2 million user records and 50 million event records. Can you help me optimize this query and explain the reasoning behind your suggestions?" Why it's better: This prompt explains the context, constraints, and goals in natural language, helping Gemini understand both the technical and business requirements. ### 4\. Leverage few-shot prompting with high-quality examples * Always include 2-3 examples when possible. * Make examples specific and varied to show the pattern clearly. * Use examples that demonstrate edge cases or nuances. Bad prompt: "Classify these customer emails by sentiment." Good prompt: "I need to classify customer support emails by sentiment. Here are examples of how I want them categorized: Email: 'Your software saved me hours of work today! The new automation feature is incredible.' Sentiment: Positive Confidence: High Key indicators: 'saved me hours', 'incredible', enthusiastic tone Email: 'The app keeps crashing when I try to export reports. This is the third time this week.' Sentiment: Negative Confidence: High Key indicators: 'keeps crashing', 'third time', frustration evident Email: 'I have a question about the pricing plans. Could you send me more details?' Sentiment: Neutral Confidence: High Key indicators: Informational request, no emotional language Now classify this email: \[new email to classify\] Please include sentiment, confidence level, and key indicators for your decision." Why it's better: The examples show the exact format, reasoning process, and level of detail expected, enabling consistent results. ### 5\. Structure prompts with clear sections * Use headers, bullet points, and clear organization. * Separate instructions, context, and examples. * Make it easy for Gemini to parse different parts of your request. Bad prompt: "I need a marketing plan for our new app launch it's a productivity app for remote teams we want to target startups and small businesses our budget is $50k and we need to launch in 3 months please include social media advertising content marketing and influencer partnerships." Good prompt: Marketing Plan Request ====================== Product Context: ---------------- * Product: Productivity app for remote teams * Target audience: Startups and small businesses (10-50 employees) * Launch timeline: 3 months * Budget: $50,000 Required Components: -------------------- 1. Social media advertising strategy 2. Content marketing plan 3. Influencer partnership approach 4. Budget allocation across channels 5. Timeline and milestones Deliverables Needed: -------------------- * Executive summary * Detailed strategy for each component * Success metrics and KPIs * Risk assessment and mitigation plans Please structure your response with clear sections and actionable recommendations for each component. Why it's better: The structured format makes it easy for Gemini to understand requirements and provide organized, comprehensive responses. ### 6\. Specify response format and constraints * Define exactly how you want the output structured. * Set length requirements, format preferences, and style guidelines. * Use completion prompting to guide specific formats. Bad prompt: "Create a project timeline." Good prompt: "Create a project timeline for launching our mobile app. Format the response as a table with these columns: * Phase * Tasks * Duration * Dependencies * Owner * Deliverables Include these phases: Planning, Design, Development, Testing, Launch, Post-Launch Timeline: 6 months total Team: 2 developers, 1 designer, 1 PM, 1 QA tester After the table, provide a brief risk assessment highlighting the 3 biggest potential delays and mitigation strategies." Why it's better: This prompt specifies the exact format, required elements, constraints, and additional deliverables needed. Gemini-specific features and capabilities ----------------------------------------- ### 1\. Multimodal processing excellence * Upload images, documents, audio, and video for analysis. * Combine multiple media types in a single prompt. * Leverage Gemini's superior multimodal reasoning capabilities. Example multimodal prompt: \[Upload wireframe image + requirements document + competitor screenshots\] "I'm designing a new feature for our mobile app. Please analyze these materials: 1. The wireframe shows our initial design concept 2. The requirements document outlines the functional specifications 3. The competitor screenshots show how similar features are implemented Based on this analysis, provide: * UX improvement recommendations * Technical implementation considerations * Competitive differentiation opportunities * Potential usability issues and solutions Focus on creating a superior user experience that stands out from competitors." ### 2\. Long context window utilization * Take advantage of Gemini's 1M+ token context window. * Include entire codebases, documents, or datasets in your prompts. * Maintain context across very long conversations. Example long-context prompt: \[Paste entire codebase or multiple documents\] "I've included our complete application codebase above. Please perform a comprehensive analysis focusing on: 1. Architecture patterns and design decisions 2. Code quality and maintainability issues 3. Security vulnerabilities and best practices 4. Performance optimization opportunities 5. Testing coverage and improvement recommendations 6. Documentation gaps and suggestions Provide specific file references and line numbers for your recommendations. Prioritize issues by impact and implementation difficulty." ### 3\. Google Search integration * Ground your prompts with real-time web information. * Request current data and recent developments. * Combine search results with your specific context. Example search-grounded prompt: "Research the latest trends in AI-powered customer service for 2024. Focus on: * New technologies and platforms launched this year * Industry adoption rates and success stories * Cost-benefit analysis for small to medium businesses * Implementation challenges and solutions Then, based on this research, create a recommendation report for our customer service team. We currently handle 500 support tickets per month with a team of 3 agents. Our main pain points are response time (currently 4 hours average) and after-hours coverage." ### 4\. Code execution and analysis * Request code generation with immediate execution. * Analyze data with built-in computational capabilities. * Debug and optimize code in real-time. Example code execution prompt: "I have a dataset of customer purchase behavior that I need to analyze. Here's the data: \[provide CSV data or upload file\] Please write and execute Python code to: 1. Load and clean the data 2. Perform exploratory data analysis 3. Identify customer segments based on purchase patterns 4. Create visualizations showing key insights 5. Generate actionable recommendations for marketing campaigns Show the code, execution results, and interpret the findings for a non-technical audience." ### 5\. System instructions and persistent context * Set system-level instructions for consistent behavior. * Define role, expertise level, and response style. * Maintain consistent persona across interactions. Example system instruction: System: You are a senior product manager with 10 years of experience in B2B SaaS. You always think from a user-centric perspective, consider business impact, and provide data-driven recommendations. Your responses should be structured, actionable, and include relevant metrics or KPIs when possible. User: \[Your actual question or request\] Task-specific prompting strategies ---------------------------------- ### Research and Analysis 1. **Comprehensive research projects** Research-focused structure: Research Project: \[Topic\] =========================== Objective: ---------- \[Specific research goal and intended use\] Scope: ------ * Time period: \[specify\] * Geographic focus: \[if relevant\] * Industry/sector: \[specify\] * Key stakeholders: \[list\] Research Questions: ------------------- 1. \[Primary question\] 2. \[Secondary questions\] Deliverables Required: ---------------------- * Executive summary (2 pages) * Detailed findings with sources * Data visualizations where relevant * Actionable recommendations * Risk assessment Sources to prioritize: ---------------------- \[Specify types of sources, recency requirements, credibility standards\] Please conduct thorough research using web search and provide a comprehensive report addressing all requirements. 2. **Competitive intelligence** Intelligence-gathering approach: "Conduct a competitive intelligence analysis for \[company/product\]. Use web search to gather current information and structure your analysis as: Market Landscape ---------------- * Market size and growth trends * Key players and market share * Emerging competitors and disruptors Direct Competitor Analysis -------------------------- For each top 5 competitors: * Recent product launches and updates * Pricing strategy changes * Marketing and positioning shifts * Customer feedback and reviews analysis * Financial performance (if public) Strategic Implications ---------------------- * Market opportunities and threats * Competitive advantages to leverage * Gaps in competitor offerings * Recommended strategic responses Focus on actionable insights that can inform our product and marketing strategy." ### Content Creation and Communication 1. **Technical documentation** Documentation-focused prompt: "Create comprehensive technical documentation for \[system/API/process\]. Structure it for both technical and non-technical stakeholders: Technical Audience Section: --------------------------- * Architecture overview with diagrams * API specifications and examples * Implementation details and code samples * Troubleshooting guides * Performance considerations Business Audience Section: -------------------------- * Executive summary and business value * Use cases and benefits * Integration requirements and timeline * Cost implications and ROI * Risk assessment and mitigation Universal Sections: ------------------- * Getting started guide * FAQ addressing common concerns * Support and escalation procedures * Glossary of terms Use clear headings, bullet points, and include relevant diagrams or flowcharts where helpful." 2. **Multilingual content adaptation** Localization-aware prompt: "I need to adapt this marketing content for \[target markets/languages\]. Please: 1. Translate the content accurately while maintaining brand voice 2. Adapt cultural references and examples for local relevance 3. Adjust messaging for local market preferences and sensitivities 4. Modify calls-to-action based on local business practices 5. Suggest region-specific distribution channels and tactics Original content: \[paste content\] Target markets: \[specify countries/regions\] Brand voice: \[describe tone and personality\] For each market, provide the adapted content plus a brief explanation of key changes made and why." ### Data Analysis and Visualization 1. **Complex data interpretation** Data-focused approach: \[Upload dataset or provide data\] "Analyze this dataset and provide insights for \[specific business context\]. Please: Data Processing: ---------------- 1. Clean and validate the data 2. Identify any anomalies or data quality issues 3. Perform statistical analysis to understand distributions and relationships Analysis Framework: ------------------- 1. Descriptive analysis: What happened? 2. Diagnostic analysis: Why did it happen? 3. Predictive analysis: What might happen next? 4. Prescriptive analysis: What should we do about it? Deliverables: ------------- * Key findings with statistical significance * Visualizations highlighting important patterns * Business implications and recommendations * Confidence levels and limitations of the analysis * Next steps for further investigation Present findings in executive summary format suitable for leadership presentation." 2. **Predictive modeling and forecasting** Forecasting-focused prompt: "Create a predictive model for \[specific business metric\] using the provided historical data. Please: Model Development: ------------------ 1. Explore and prepare the data 2. Select appropriate forecasting methods 3. Build and validate the model 4. Test accuracy against historical data Analysis Requirements: ---------------------- * Forecast for next \[time period\] * Identify key drivers and influencing factors * Provide confidence intervals and uncertainty ranges * Scenario analysis (best case, worst case, most likely) Business Application: --------------------- * Translate predictions into business implications * Recommend actions based on forecasts * Identify early warning indicators to monitor * Suggest strategies for different scenarios Include code, visualizations, and executive summary suitable for non-technical stakeholders." Advanced prompting techniques ----------------------------- ### 1\. Multimodal chain-of-thought Combine visual and textual reasoning: \[Upload relevant images/documents\] "Let's analyze this step-by-step using both the visual and textual information: Step 1: Visual Analysis * What do I observe in the images? * What patterns or anomalies are visible? * How do visual elements relate to each other? Step 2: Textual Context Integration * How does the written information complement the visuals? * What additional context does the text provide? * Are there any contradictions between visual and textual data? Step 3: Synthesis and Reasoning * What conclusions can I draw from combining both sources? * What are the implications for \[specific context\]? * What questions remain unanswered? Step 4: Recommendations Based on this comprehensive analysis: \[specific question or decision needed\]" ### 2\. Iterative refinement with feedback loops Build on responses systematically: "I want to develop \[concept/solution\] through iterative refinement. Let's start with version 1.0: Initial requirements: \[specify\] After you provide version 1.0, I'll give you feedback and we'll iterate. For each version, please: 1. Clearly state what changed from the previous version 2. Explain the reasoning behind changes 3. Identify remaining limitations or areas for improvement 4. Suggest what we should focus on in the next iteration Let's begin with version 1.0." ### 3\. Perspective-taking and role simulation Explore multiple viewpoints: "Analyze \[situation/decision\] from multiple stakeholder perspectives: Perspective 1: \[Stakeholder A\] -------------------------------- * Primary concerns and priorities * How they would evaluate success * Potential objections or resistance * What they need to be convinced Perspective 2: \[Stakeholder B\] -------------------------------- * \[Same structure as above\] Perspective 3: \[Stakeholder C\] -------------------------------- * \[Same structure as above\] Synthesis: ---------- * Common ground between perspectives * Irreconcilable differences * Compromise solutions that address multiple viewpoints * Communication strategy for each stakeholder group Based on this analysis, recommend an approach that maximizes stakeholder buy-in." ### 4\. Constraint-based creative problem solving Use limitations to drive innovation: "I need creative solutions for \[problem\] with these specific constraints: Hard Constraints (cannot be changed): ------------------------------------- * Budget: \[amount\] * Timeline: \[timeframe\] * Resources: \[available team/tools\] * Regulatory/legal requirements: \[specify\] Soft Constraints (prefer to maintain but could adjust): ------------------------------------------------------- * \[List flexible constraints\] Success Criteria: ----------------- * Primary goal: \[main objective\] * Secondary goals: \[additional objectives\] * Success metrics: \[how to measure\] Please generate 5 creative solutions that work within these constraints. For each solution: 1. Describe the approach and key components 2. Explain how it addresses the constraints 3. Identify potential risks and mitigation strategies 4. Estimate resource requirements and timeline 5. Rate the solution's feasibility and potential impact Then recommend the best solution with detailed implementation plan." Troubleshooting and optimization -------------------------------- ### 1\. Managing long context effectively * Structure information hierarchically with clear sections * Use summaries and key points for complex information * Reference specific sections when asking follow-up questions * Break very large tasks into smaller, focused prompts ### 2\. Ensuring factual accuracy * Request sources and citations for factual claims * Ask for confidence levels on uncertain information * Use web search capabilities for current information * Cross-reference important facts with multiple sources * Include phrases like "Please verify this information" for critical facts ### 3\. Optimizing multimodal inputs * Ensure images are clear and high-resolution * Provide context for visual elements that might be ambiguous * Combine multiple media types strategically * Explain the relationship between different inputs * Ask specific questions about visual elements ### 4\. Handling complex reasoning tasks * Break down complex problems into smaller steps * Ask for explicit reasoning at each step * Request alternative approaches or solutions * Use structured frameworks for analysis * Validate logic and assumptions throughout the process Best practices summary ---------------------- 1. **Be explicit and literal**: Gemini follows instructions precisely, so be clear about what you want 2. **Leverage multimodal capabilities**: Combine text, images, and other media for richer context 3. **Use the full context window**: Include comprehensive information for better results 4. **Structure your prompts**: Clear organization helps Gemini parse and respond effectively 5. **Provide high-quality examples**: Few-shot prompting with good examples improves consistency 6. **Ground with real-time data**: Use search capabilities for current information 7. **Iterate and refine**: Build on responses to achieve optimal results 8. **Validate important information**: Cross-check facts and request sources when needed Gemini's strength lies in its ability to process complex, multimodal information and provide comprehensive, well-reasoned responses. By leveraging these capabilities effectively, you can achieve superior results across research, analysis, content creation, and problem-solving tasks. Enter section select mode [Previous\ \ Claude prompting guide](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/claude-prompting-guide) [Next\ \ Manus AI Prompting Guide](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/manus-ai-prompting-guide) 0 Comment Threads 0 Archived No comments to display No comments to display Back to top --- # Claude prompting guide | AUMIX AI Academy [Skip to main content](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/claude-prompting-guide#main-content) Info Content Claude prompting guide ====================== General tips for effective prompting ------------------------------------ ### 1\. Be clear and specific * Clearly state your task or question at the beginning of your message. * Provide context and details to help Claude understand your needs. * Break complex tasks into smaller, manageable steps. Bad prompt: "Help me with a presentation." Good prompt: "I need help creating a 10-slide presentation for our quarterly sales meeting. The presentation should cover our Q2 sales performance, top-selling products, and sales targets for Q3. Please provide an outline with key points for each slide." Why it's better: The good prompt provides specific details about the task, including the number of slides, the purpose of the presentation, and the key topics to be covered. ### 2\. Use examples * Provide examples of the kind of output you're looking for. * If you want a specific format or style, show Claude an example. Bad prompt: "Write a professional email." Good prompt: "I need to write a professional email to a client about a project delay. Here's a similar email I've sent before: 'Dear \[Client\], I hope this email finds you well. I wanted to update you on the progress of \[Project Name\]. Unfortunately, we've encountered an unexpected issue that will delay our completion date by approximately two weeks. We're working diligently to resolve this and will keep you updated on our progress. Please let me know if you have any questions or concerns. Best regards, \[Your Name\]' Help me draft a new email following a similar tone and structure, but for our current situation where we're delayed by a month due to supply chain issues." Why it's better: The good prompt provides a concrete example of the desired style and tone, giving Claude a clear reference point for the new email. ### 3\. Encourage thinking * For complex tasks, ask Claude to "think step-by-step" or "explain your reasoning." * This can lead to more accurate and detailed responses. Bad prompt: "How can I improve team productivity?" Good prompt: "I'm looking to improve my team's productivity. Think through this step-by-step, considering the following factors: 1. Current productivity blockers (e.g., too many meetings, unclear priorities) 2. Potential solutions (e.g., time management techniques, project management tools) 3. Implementation challenges 4. Methods to measure improvement For each step, please provide a brief explanation of your reasoning. Then summarize your ideas at the end." Why it's better: The good prompt asks Claude to think through the problem systematically, providing a guided structure for the response and asking for explanations of the reasoning process. It also prompts Claude to create a summary at the end for easier reading. ### 4\. Iterative refinement * If Claude's first response isn't quite right, ask for clarifications or modifications. * You can always say "That's close, but can you adjust X to be more like Y?" Bad prompt: "Make it better." Good prompt: "That’s a good start, but please refine it further. Make the following adjustments: 1. Make the tone more casual and friendly 2. Add a specific example of how our product has helped a customer 3. Shorten the second paragraph to focus more on the benefits rather than the features" Why it's better: The good prompt provides specific feedback and clear instructions for improvements, allowing Claude to make targeted adjustments instead of just relying on Claude’s innate sense of what “better” might be — which is likely different from the user’s definition! ### 5\. Leverage Claude's knowledge * Claude has broad knowledge across many fields. Don't hesitate to ask for explanations or background information * Be sure to include relevant context and details so that Claude’s response is maximally targeted to be helpful Bad prompt: "What is marketing? How do I do it?" Good prompt: "I'm developing a marketing strategy for a new eco-friendly cleaning product line. Can you provide an overview of current trends in green marketing? Please include: 1. Key messaging strategies that resonate with environmentally conscious consumers 2. Effective channels for reaching this audience 3. Examples of successful green marketing campaigns from the past year 4. Potential pitfalls to avoid (e.g., greenwashing accusations) This information will help me shape our marketing approach." Why it's better: The good prompt asks for specific, contextually relevant information that leverages Claude's broad knowledge base. It provides context for how the information will be used, which helps Claude frame its answer in the most relevant way. ### 6\. Use role-playing * Ask Claude to adopt a specific role or perspective when responding. Bad prompt: "Help me prepare for a negotiation." Good prompt: "You are a fabric supplier for my backpack manufacturing company. I'm preparing for a negotiation with this supplier to reduce prices by 10%. As the supplier, please provide: 1. Three potential objections to our request for a price reduction 2. For each objection, suggest a counterargument from my perspective 3. Two alternative proposals the supplier might offer instead of a straight price cut Then, switch roles and provide advice on how I, as the buyer, can best approach this negotiation to achieve our goal." Why it's better: This prompt uses role-playing to explore multiple perspectives of the negotiation, providing a more comprehensive preparation. Role-playing also encourages Claude to more readily adopt the nuances of specific perspectives, increasing the intelligence and performance of Claude’s response. Task-specific tips and examples ------------------------------- ### Content Creation 1. **Specify your audience** * Tell Claude who the content is for. Bad prompt: "Write something about cybersecurity." Good prompt: "I need to write a blog post about cybersecurity best practices for small business owners. The audience is not very tech-savvy, so the content should be: 1. Easy to understand, avoiding technical jargon where possible 2. Practical, with actionable tips they can implement quickly 3. Engaging and slightly humorous to keep their interest Please provide an outline for a 1000-word blog post that covers the top 5 cybersecurity practices these business owners should adopt." Why it's better: The good prompt specifies the audience, desired tone, and key characteristics of the content, giving Claude clear guidelines for creating appropriate and effective output. 2. **Define the tone and style** * Describe the desired tone. * If you have a style guide, mention key points from it. Bad prompt: "Write a product description." Good prompt: "Please help me write a product description for our new ergonomic office chair. Use a professional but engaging tone. Our brand voice is friendly, innovative, and health-conscious. The description should: 1. Highlight the chair's key ergonomic features 2. Explain how these features benefit the user's health and productivity 3. Include a brief mention of the sustainable materials used 4. End with a call-to-action encouraging readers to try the chair Aim for about 200 words." Why it's better: This prompt provides clear guidance on the tone, style, and specific elements to include in the product description. 3. **Define output structure** * Provide a basic outline or list of points you want covered. Bad prompt: "Create a presentation on our company results." Good prompt: "I need to create a presentation on our Q2 results. Structure this with the following sections: 1. Overview 2. Sales Performance 3. Customer Acquisition 4. Challenges 5. Q3 Outlook For each section, suggest 3-4 key points to cover, based on typical business presentations. Also, recommend one type of data visualization (e.g., graph, chart) that would be effective for each section." Why it's better: This prompt provides a clear structure and asks for specific elements (key points and data visualizations) for each section. ### Document summary and Q&A 1. **Be specific about what you want** * Ask for a summary of specific aspects or sections of the document. * Frame your questions clearly and directly. * Be sure to specify what kind of summary (output structure, content type) you want 2. **Use the document names** * Refer to attached documents by name. 3. **Ask for citations** * Request that Claude cites specific parts of the document in its answers. Here is an example that combines all three of the above techniques: Bad prompt: "Summarize this report for me." Good prompt: "I've attached a 50-page market research report called 'Tech Industry Trends 2023'. Can you provide a 2-paragraph summary focusing on AI and machine learning trends? Then, please answer these questions: 1. What are the top 3 AI applications in business for this year? 2. How is machine learning impacting job roles in the tech industry? 3. What potential risks or challenges does the report mention regarding AI adoption? Please cite specific sections or page numbers when answering these questions." Why it's better: This prompt specifies the exact focus of the summary, provides specific questions, and asks for citations, ensuring a more targeted and useful response. It also indicates the ideal summary output structure, such as limiting the response to 2 paragraphs. ### Data analysis and visualization 1. **Specify the desired format** * Clearly describe the format you want the data in. Bad prompt: "Analyze our sales data." Good prompt: "I've attached a spreadsheet called 'Sales Data 2023'. Can you analyze this data and present the key findings in the following format: 1. Executive Summary (2-3 sentences) 2. Key Metrics: * Total sales for each quarter * Top-performing product category * Highest growth region 3. Trends: * List 3 notable trends, each with a brief explanation 4. Recommendations: * Provide 3 data-driven recommendations, each with a brief rationale After the analysis, suggest three types of data visualizations that would effectively communicate these findings." Why it's better: This prompt provides a clear structure for the analysis, specifies key metrics to focus on, and asks for recommendations and visualization suggestions for further formatting. ### Brainstorming 1. Use Claude to generate ideas by asking for a list of possibilities or alternatives. * Be specific about what topics you want Claude to cover in its brainstorming Bad prompt: "Give me some team-building ideas." Good prompt: "We need to come up with team-building activities for our remote team of 20 people. Can you help me brainstorm by: 1. Suggesting 10 virtual team-building activities that promote collaboration 2. For each activity, briefly explain how it fosters teamwork 3. Indicate which activities are best for: a) Ice-breakers b) Improving communication c) Problem-solving skills 4. Suggest one low-cost option and one premium option." Why it's better: This prompt provides specific parameters for the brainstorming session, including the number of ideas, type of activities, and additional categorization, resulting in a more structured and useful output. 2. Request responses in specific formats like bullet points, numbered lists, or tables for easier reading. Bad Prompt: "Compare project management software options." Good Prompt: "We're considering three different project management software options: Asana, Trello, and Microsoft Project. Can you compare these in a table format using the following criteria: 1. Key Features 2. Ease of Use 3. Scalability 4. Pricing (include specific plans if possible) 5. Integration capabilities 6. Best suited for (e.g., small teams, enterprise, specific industries)" Why it's better: This prompt requests a specific structure (table) for the comparison, provides clear criteria, making the information easy to understand and apply. Troubleshooting, minimizing hallucinations, and maximizing performance ---------------------------------------------------------------------- 1. **Allow Claude to acknowledge uncertainty** * Tell Claude that it should say it doesn’t know if it doesn’t know. Ex. “If you're unsure about something, it's okay to admit it. Just say you don’t know.” 2. **Break down complex tasks** * If a task seems too large and Claude is missing steps or not performing certain steps well, break it into smaller steps and work through them with Claude one message at a time. 3. **Include all contextual information for new requests** * Claude doesn't retain information from previous conversations, so include all necessary context in each new conversation. Example good vs. bad prompt examples ------------------------------------ These are more examples that combine multiple prompting techniques to showcase the stark difference between ineffective and highly effective prompts. ### Example 1: Marketing strategy development Bad prompt: "Help me create a marketing strategy." Good prompt: "As a senior marketing consultant, I need your help developing a comprehensive marketing strategy for our new eco-friendly smartphone accessory line. Our target audience is environmentally conscious millennials and Gen Z consumers. Please provide a detailed strategy that includes: 1. Market Analysis: * Current trends in eco-friendly tech accessories * 2-3 key competitors and their strategies * Potential market size and growth projections 2. Target Audience Persona: * Detailed description of our ideal customer * Their pain points and how our products solve them 3. Marketing Mix: * Product: Key features to highlight * Price: Suggested pricing strategy with rationale * Place: Recommended distribution channels * Promotion: a) 5 marketing channels to focus on, with pros and cons for each b) 3 creative campaign ideas for launch 4. Content Strategy: * 5 content themes that would resonate with our audience * Suggested content types (e.g., blog posts, videos, infographics) 5. KPIs and Measurement: * 5 key metrics to track * Suggested tools for measuring these metrics Please present this information in a structured format with headings and bullet points. Where relevant, explain your reasoning or provide brief examples. After outlining the strategy, please identify any potential challenges or risks we should be aware of, and suggest mitigation strategies for each." Why it's better: This prompt combines multiple techniques including role assignment, specific task breakdown, structured output request, brainstorming (for campaign ideas and content themes), and asking for explanations. It provides clear guidelines while allowing room for Claude's analysis and creativity. ### Example 2: Financial report analysis Bad prompt: "Analyze this financial report." Good prompt: "I've attached our company's Q2 financial report titled 'Q2\_2023\_Financial\_Report.pdf'. Act as a seasoned CFO and analyze this report and prepare a briefing for our board of directors. Please structure your analysis as follows: 1. Executive Summary (3-4 sentences highlighting key points) 2. Financial Performance Overview: a) Revenue: Compare to previous quarter and same quarter last year b) Profit margins: Gross and Net, with explanations for any significant changes c) Cash flow: Highlight any concerns or positive developments 3. Key Performance Indicators: * List our top 5 KPIs and their current status (Use a table format) * For each KPI, provide a brief explanation of its significance and any notable trends 4. Segment Analysis: * Break down performance by our three main business segments * Identify the best and worst performing segments, with potential reasons for their performance 5. Balance Sheet Review: * Highlight any significant changes in assets, liabilities, or equity * Calculate and interpret key ratios (e.g., current ratio, debt-to-equity) 6. Forward-Looking Statements: * Based on this data, provide 3 key predictions for Q3 * Suggest 2-3 strategic moves we should consider to improve our financial position 7. Risk Assessment: * Identify 3 potential financial risks based on this report * Propose mitigation strategies for each risk 8. Peer Comparison: * Compare our performance to 2-3 key competitors (use publicly available data) * Highlight areas where we're outperforming and areas for improvement Please use charts or tables where appropriate to visualize data. For any assumptions or interpretations you make, please clearly state them and provide your reasoning. After completing the analysis, please generate 5 potential questions that board members might ask about this report, along with suggested responses. Finally, summarize this entire analysis into a single paragraph that I can use as an opening statement in the board meeting." Why it's better: This prompt combines role-playing (as CFO), structured output, specific data analysis requests, predictive analysis, risk assessment, comparative analysis, and even anticipates follow-up questions. It provides a clear framework while encouraging deep analysis and strategic thinking. Enter section select mode [Previous\ \ ChatGPT Prompting Guide](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/chatgpt-prompting-guide) [Next\ \ Gemini Prompting Guide](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/gemini-prompting-guide) 0 Comment Threads 0 Archived No comments to display No comments to display Back to top --- # Perplexity AI Promptin... | AUMIX AI Academy [Skip to main content](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/perplexity-ai-prompting-guide#main-content) Info Content Perplexity AI Prompting Guide ============================= Understanding Perplexity's unique approach ------------------------------------------ Perplexity AI represents a paradigm shift in how we interact with information. Unlike traditional search engines that provide lists of links or conversational AI that relies on training data, Perplexity combines real-time web search with AI synthesis to deliver direct, cited answers. This hybrid approach requires a different prompting strategy that leverages its strengths in research, fact-checking, and comprehensive analysis. ### Core principles for Perplexity prompting ### 1\. Frame questions for research and analysis * Think of Perplexity as a research assistant, not just a question-answering tool. * Ask questions that benefit from multiple sources and current information. * Focus on topics where citations and verification add significant value. Bad prompt: "What's 2+2?" Good prompt: "What are the latest developments in quantum computing research as of 2024? Include recent breakthroughs, key companies involved, and potential commercial applications expected in the next 5 years." Why it's better: The good prompt leverages Perplexity's strength in gathering current information from multiple sources and synthesizing comprehensive, cited responses. ### 2\. Request comprehensive analysis with sources * Ask for information that requires verification and multiple perspectives. * Request analysis that benefits from diverse, credible sources. * Specify when you need academic, news, or industry sources. Bad prompt: "Tell me about climate change." Good prompt: "Provide a comprehensive analysis of the latest IPCC climate report findings from 2023-2024. Include key temperature projections, regional impacts, and policy recommendations. Focus on peer-reviewed sources and official reports from climate organizations." Why it's better: This prompt specifies the type of analysis needed, time frame, and source preferences, allowing Perplexity to deliver a well-researched, cited response. ### 3\. Leverage real-time information access * Ask about current events, recent developments, and trending topics. * Request up-to-date market data, news analysis, and recent research. * Specify time frames when recency is important. Bad prompt: "What happened in the stock market?" Good prompt: "Analyze the stock market performance in the past week, focusing on tech stocks and AI companies. What are the key factors driving recent movements, and what are analysts predicting for the next quarter? Include specific data and expert opinions." Why it's better: This prompt takes advantage of Perplexity's real-time search capabilities and asks for current analysis with expert sources. ### 4\. Structure requests for different research depths * Use standard search for quick, focused answers. * Use Pro Search for complex, multi-step analysis. * Use Deep Research mode for comprehensive, report-level investigation. Standard search prompt: "What are the main side effects of the new Alzheimer's drug lecanemab?" Pro Search prompt: "Compare the efficacy and safety profiles of the three FDA-approved Alzheimer's drugs: aducanumab, lecanemab, and donanemab. Analyze their clinical trial results, cost-effectiveness, and real-world adoption rates." Deep Research prompt: "Conduct a comprehensive analysis of the current state of Alzheimer's treatment, including traditional therapies, new amyloid-targeting drugs, alternative approaches, and emerging research directions. Evaluate the clinical evidence, market dynamics, patient access issues, and future prospects for the field." Why different approaches work: Each mode is optimized for different levels of complexity and research depth. ### 5\. Specify output format and citation preferences * Request specific types of sources when relevant (academic, news, industry reports). * Ask for particular formats when you need structured information. * Specify if you need exportable reports or shareable summaries. Bad prompt: "Research renewable energy trends." Good prompt: "Create a comprehensive report on renewable energy trends for 2024, structured as follows: 1. Market growth statistics and projections 2. Technology breakthroughs and innovations 3. Policy changes and government initiatives 4. Investment patterns and major deals 5. Challenges and barriers to adoption Focus on authoritative sources including industry reports, government data, and peer-reviewed research. Format as an exportable report suitable for business presentation." Why it's better: This prompt provides clear structure, source preferences, and output requirements, enabling Perplexity to deliver exactly what's needed. Perplexity-specific features and capabilities --------------------------------------------- ### 1\. Real-time web search integration * Perplexity searches the live web for every query, ensuring current information. * Particularly valuable for recent events, market data, and evolving topics. * Combines multiple sources automatically for comprehensive coverage. Example real-time search prompt: "What are the latest developments in the ongoing negotiations between the UAW and major automakers? Include recent statements from both sides, key sticking points, and potential economic impacts." ### 2\. Comprehensive citation system * Every answer includes numbered citations linking to original sources. * Sources are automatically evaluated for credibility and relevance. * Citations allow for easy verification and further research. Example citation-focused prompt: "Analyze the scientific evidence for intermittent fasting's health benefits. Focus on peer-reviewed studies from the past 3 years, and clearly distinguish between proven benefits and preliminary findings. Include study methodologies and sample sizes." ### 3\. Pro Search capabilities * Multi-step reasoning for complex queries. * Can ask clarifying questions and refine search approach. * Performs multiple search rounds and synthesizes results. Example Pro Search prompt: "Evaluate whether it's financially beneficial for a small business to switch from traditional marketing to AI-powered marketing tools. Consider costs, ROI potential, implementation challenges, and specific tool recommendations for different business types." ### 4\. Deep Research mode * Conducts autonomous, comprehensive research (2-4 minutes). * Performs dozens of searches and analyzes hundreds of sources. * Generates expert-level reports with detailed analysis. Example Deep Research prompt: "Conduct a comprehensive market analysis of the electric vehicle charging infrastructure industry. Include market size, key players, technology trends, regulatory environment, investment patterns, geographic variations, and 5-year growth projections." ### 5\. Follow-up and contextual dialogue * Maintains conversation context for related questions. * Allows for iterative refinement of research topics. * Supports drilling down into specific aspects of broader topics. Example follow-up sequence: Initial: "What are the main challenges facing renewable energy adoption?" Follow-up: "Focus specifically on grid integration challenges and potential solutions." Further follow-up: "What are the latest technological innovations addressing grid stability with renewable sources?" Task-specific prompting strategies ---------------------------------- ### Research and Fact-Checking 1. **Academic and scholarly research** Research-focused approach: "Conduct a literature review on \[specific topic\] focusing on research published in the past \[time period\]. Include: * Key findings and consensus areas * Conflicting results and ongoing debates * Methodological approaches and limitations * Gaps in current research * Implications for \[specific application\] Prioritize peer-reviewed sources and include citation details for further reference." 2. **Current events and news analysis** News analysis approach: "Analyze the current situation regarding \[specific event/issue\]. Provide: * Factual timeline of recent developments * Multiple perspectives from different stakeholders * Expert opinions and analysis * Potential implications and future scenarios * Verification of key claims with credible sources Focus on authoritative news sources and expert commentary." ### Business Intelligence and Market Research 1. **Competitive analysis and market research** Business intelligence approach: "Perform comprehensive competitive analysis for \[industry/company\]. Include: * Market landscape and key players * Recent strategic moves and partnerships * Financial performance and market share data * Product/service differentiation analysis * Emerging trends and disruptive forces * Investment and funding activities Use industry reports, financial filings, and business news sources." 2. **Investment and financial analysis** Financial research approach: "Analyze the investment prospects for \[specific sector/company\]. Provide: * Current financial performance and key metrics * Industry trends and growth drivers * Risk factors and challenges * Analyst opinions and price targets * Recent news and developments affecting valuation * Comparison with industry peers Include data from financial reports, analyst research, and market data providers." ### Technical and Scientific Information 1. **Technology trend analysis** Technology research approach: "Research the current state and future prospects of \[specific technology\]. Cover: * Technical capabilities and limitations * Recent breakthroughs and innovations * Commercial applications and use cases * Key companies and research institutions involved * Market adoption rates and projections * Regulatory and ethical considerations Focus on technical publications, industry reports, and expert analysis." 2. **Health and medical information** Medical research approach: "Provide evidence-based information about \[medical topic/condition\]. Include: * Current medical understanding and consensus * Recent research findings and clinical trials * Treatment options and their effectiveness * Risk factors and prevention strategies * Expert medical opinions and guidelines * Limitations and areas of ongoing research Prioritize peer-reviewed medical journals and authoritative health organizations." Advanced prompting techniques ----------------------------- ### 1\. Multi-perspective analysis Request information from different viewpoints and stakeholder perspectives: "Analyze \[controversial topic\] from multiple perspectives: 1. Present the main arguments from each side 2. Identify areas of agreement and disagreement 3. Evaluate the strength of evidence for different positions 4. Consider economic, social, and political implications 5. Highlight expert opinions across the spectrum Maintain objectivity and cite sources representing different viewpoints." ### 2\. Temporal analysis and trend identification Focus on how topics have evolved over time: "Trace the evolution of \[topic\] over the past \[time period\]: 1. Historical context and background 2. Key milestones and turning points 3. Changing expert opinions and consensus 4. Emerging trends and patterns 5. Current state and recent developments 6. Future projections and scenarios Include data showing changes over time and expert analysis of trends." ### 3\. Comparative analysis frameworks Structure requests for systematic comparisons: "Compare \[Option A\] vs \[Option B\] vs \[Option C\] across these dimensions: 1. Performance metrics and effectiveness 2. Cost considerations and value proposition 3. Implementation requirements and challenges 4. Risk factors and limitations 5. Expert recommendations and use cases 6. Future outlook and development trajectory Present findings in a structured format with clear source attribution." ### 4\. Evidence evaluation and fact-checking Request critical analysis of claims and evidence: "Evaluate the claim that '\[specific claim\]': 1. Identify the original source and context 2. Find supporting and contradicting evidence 3. Assess the quality and credibility of sources 4. Consider potential biases and limitations 5. Provide expert opinions and peer review 6. Conclude with evidence-based assessment Focus on authoritative sources and scientific rigor." Optimizing for different Perplexity modes ----------------------------------------- ### Standard Search Optimization * Use for quick, focused questions with clear answers * Request specific information that can be found in a few sources * Ideal for fact-checking and basic research needs Example standard search prompts: "What are the current mortgage rates for 30-year fixed loans in the US?" "Who won the Nobel Prize in Physics in 2024 and for what discovery?" ### Pro Search Optimization * Use for complex questions requiring multi-step analysis * Request comparative analysis and synthesis of multiple sources * Ideal for business decisions and strategic planning Example Pro Search prompts: "Should a mid-size company invest in AI automation for customer service? Consider costs, benefits, implementation challenges, and ROI timeline." "Compare the effectiveness of different social media platforms for B2B marketing in 2024, considering reach, engagement, cost, and conversion rates." ### Deep Research Optimization * Use for comprehensive, report-level analysis * Request thorough investigation of complex topics * Ideal for strategic research and detailed market analysis Example Deep Research prompts: "Conduct a comprehensive analysis of the global semiconductor shortage: causes, current status, industry impacts, recovery timeline, and long-term implications for supply chain management." "Research the future of remote work: technology trends, productivity impacts, organizational changes, real estate implications, and societal effects. Include data from multiple industries and geographic regions." Best practices for source utilization ------------------------------------- ### 1\. Specify source types when relevant * Request academic sources for scholarly topics * Ask for industry reports for business analysis * Specify news sources for current events * Request government data for policy topics ### 2\. Leverage citation verification * Use provided citations to verify important claims * Cross-reference multiple sources for critical information * Check publication dates for time-sensitive topics * Evaluate source credibility and potential bias ### 3\. Request source diversity * Ask for multiple perspectives on controversial topics * Request international sources for global issues * Seek both primary and secondary sources when relevant * Include expert opinions and analysis alongside data ### 4\. Export and share capabilities * Use Deep Research reports for presentations * Convert findings to Perplexity Pages for sharing * Export comprehensive analyses to PDF format * Create shareable summaries for team collaboration Common use cases and applications --------------------------------- ### Academic and Educational * Literature reviews and research synthesis * Fact-checking and source verification * Current events analysis for coursework * Comparative studies and analysis ### Business and Professional * Market research and competitive intelligence * Industry trend analysis and forecasting * Due diligence and investment research * Strategic planning and decision support ### Personal and Lifestyle * Health and medical information research * Travel planning and destination research * Product research and purchasing decisions * Learning and skill development topics ### Content Creation and Journalism * Background research for articles and content * Fact-checking and verification * Expert source identification * Trend analysis and story development Troubleshooting and optimization -------------------------------- ### 1\. When responses lack depth * Switch to Pro Search or Deep Research mode * Provide more specific context and requirements * Request analysis rather than just information * Ask for multiple perspectives and sources ### 2\. When citations are insufficient * Specifically request academic or authoritative sources * Ask for peer-reviewed research when relevant * Request verification of key claims * Specify the types of sources you need ### 3\. When information seems outdated * Specify the time frame you're interested in * Ask for the "latest" or "most recent" information * Request current data and recent developments * Use follow-up questions to get more recent sources ### 4\. When responses are too broad * Narrow your focus to specific aspects * Use follow-up questions to drill down * Request structured analysis with clear sections * Specify the exact information you need Best practices summary ---------------------- 1. **Think research-first**: Frame questions as research tasks rather than simple queries 2. **Leverage real-time capabilities**: Ask about current events, recent developments, and trending topics 3. **Request comprehensive analysis**: Use Perplexity's strength in synthesizing multiple sources 4. **Specify source requirements**: Ask for the types of sources that best serve your needs 5. **Use appropriate modes**: Match your prompting approach to Standard, Pro, or Deep Research capabilities 6. **Verify and cross-reference**: Use citations to validate important information 7. **Structure complex requests**: Provide clear frameworks for comprehensive analysis 8. **Iterate and refine**: Use follow-up questions to deepen your research Perplexity AI excels at bridging the gap between search and synthesis, providing researched answers with transparent sourcing. By prompting for analysis rather than just information, and leveraging its real-time search capabilities, you can achieve comprehensive, well-sourced insights across virtually any topic or domain. Enter section select mode [Previous\ \ Manus AI Prompting Guide](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/manus-ai-prompting-guide) 0 Comment Threads 0 Archived No comments to display No comments to display Back to top --- # Tags | AUMIX AI Academy [Skip to main content](https://academy.aumix.ai/tags#main-content) Tags ==== Tags can be applied to content within the system to apply a flexible form of categorization. Tags can have both a key and value, with the value being optional. Once applied, content can then be queried using the tag name and value. Sort Name * [Name](https://academy.aumix.ai/tags#) * [Total tag usages](https://academy.aumix.ai/tags#) No items available. 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Email Send Reset Link Back to top --- # Recently Updated Pages | AUMIX AI Academy [Skip to main content](https://academy.aumix.ai/pages/recently-updated#main-content) Recently Updated Pages ====================== [#### Perplexity AI Prompting Guide\ \ The AI Prompting Master Guide: 7 Systems\ \ Understanding Perplexity's unique approach Perplexity AI represents a paradigm shift in how we in...\ \ Updated 6 months ago by Tareq Yaghmour](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/perplexity-ai-prompting-guide) [#### Manus AI Prompting Guide\ \ The AI Prompting Master Guide: 7 Systems\ \ Understanding Manus AI's unique approach Manus AI operates fundamentally differently from traditi...\ \ Updated 6 months ago by Tareq Yaghmour](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/manus-ai-prompting-guide) [#### Gemini Prompting Guide\ \ The AI Prompting Master Guide: 7 Systems\ \ General tips for effective prompting 1. Be clear and literal Gemini follows instructions exactly...\ \ Updated 6 months ago by Tareq Yaghmour](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/gemini-prompting-guide) [#### Claude prompting guide\ \ The AI Prompting Master Guide: 7 Systems\ \ General tips for effective prompting 1. Be clear and specific Clearly state your task or questio...\ \ Updated 6 months ago by Tareq Yaghmour](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/claude-prompting-guide) [#### ChatGPT Prompting Guide\ \ The AI Prompting Master Guide: 7 Systems\ \ General tips for effective prompting 1. Be clear and specific Clearly state your task or questio...\ \ Updated 6 months ago by Tareq Yaghmour](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/chatgpt-prompting-guide) [#### AI Systems Prompting Guides - Complete Collection\ \ The AI Prompting Master Guide: 7 Systems\ \ Overview This collection provides comprehensive prompting guides for six major AI systems, each t...\ \ Updated 6 months ago by Tareq Yaghmour](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/ai-systems-prompting-guides-complete-collection) Back to top --- # Prompting Guides | AUMIX AI Academy [Skip to main content](https://academy.aumix.ai/shelves/prompting-guides#main-content) Info Content Prompting Guides ================ Sort Default * [Default](https://academy.aumix.ai/shelves/prompting-guides#) * [Name](https://academy.aumix.ai/shelves/prompting-guides#) * [Created Date](https://academy.aumix.ai/shelves/prompting-guides#) * [Updated Date](https://academy.aumix.ai/shelves/prompting-guides#) Master the art of AI prompting across seven major systems. This collection covers: \- Chat-based systems (ChatGPT, Gemini, Manus AI, Perplexity) \- CLI-based systems (Claude Code, OpenAI Codex, Gemini CLI) \- System-specific techniques and best practices \- Interface comparisons and use cases \- Practical examples and templates Guides available in English and Arabic to help you communicate effectively with AI systems and achieve optimal results. [The AI Prompting Master Guide: 7 Systems\ ----------------------------------------\ \ Welcome to The AI Prompting Master Guide This comprehensive guide covers prompting techniques for 7 major AI systems, helping ...\ \ Created 6 months ago\ \ Updated 6 months ago](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems) Back to top --- # Page Revisions for AI Systems Prompting G... | AUMIX AI Academy [Skip to main content](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/ai-systems-prompting-guides-complete-collection/revisions#main-content) Page Revisions ============== Listed below are all the past revisions of this page. You can look back upon, compare, and restore old page versions if permissions allow. The full history of the page may not be fully reflected here since, depending on system configuration, old revisions could be auto-deleted. 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The guides follow a consistent structure while highlighting the distinctive features and optimal p...](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/ai-systems-prompting-guides-complete-collection) [#### ChatGPT Prompting Guide\ \ The AI Prompting Master Guide: 7 Systems\ \ General tips for effective prompting 1. Be clear and specific Clearly state your task or question at the beginning of your message. Provide context and details to help ChatGPT understand your needs. Break complex tasks into smaller, manageable steps. Bad pro...](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/chatgpt-prompting-guide) [#### Claude prompting guide\ \ The AI Prompting Master Guide: 7 Systems\ \ General tips for effective prompting 1. Be clear and specific Clearly state your task or question at the beginning of your message. Provide context and details to help Claude understand your needs. Break complex tasks into smaller, manageable steps. Bad prom...](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/claude-prompting-guide) [#### Gemini Prompting Guide\ \ The AI Prompting Master Guide: 7 Systems\ \ General tips for effective prompting 1. Be clear and literal Gemini follows instructions exactly as written. Use precise, unambiguous language. Avoid metaphors or implied meanings that could be misinterpreted. Bad prompt: "Make this pop." Good prompt: "Re...](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/gemini-prompting-guide) [#### Manus AI Prompting Guide\ \ The AI Prompting Master Guide: 7 Systems\ \ Understanding Manus AI's unique approach Manus AI operates fundamentally differently from traditional chat-based AI systems. It's designed as an autonomous general AI agent that "bridges minds and actions" - meaning it doesn't just provide responses, but actua...](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/manus-ai-prompting-guide) [#### Perplexity AI Prompting Guide\ \ The AI Prompting Master Guide: 7 Systems\ \ Understanding Perplexity's unique approach Perplexity AI represents a paradigm shift in how we interact with information. Unlike traditional search engines that provide lists of links or conversational AI that relies on training data, Perplexity combines real-...](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/perplexity-ai-prompting-guide) Back to top --- # Search for {created_by:tareq-yaghmour} {type:book} | AUMIX AI Academy [Skip to main content](https://academy.aumix.ai/search?term=%7Bcreated_by%3Atareq-yaghmour%7D+%7Btype%3Abook%7D#main-content) ##### Advanced Search ###### Search Terms ###### Content Type Page Chapter Book Shelf ###### Exact Matches Add ###### Tag Searches Add ###### Date Options | | | | --- | --- | | Updated after | | | Set Date | | | | | | --- | --- | | Updated before | | | Set Date | | | | | | --- | --- | | Created after | | | Set Date | | | | | | --- | --- | | Created before | | | Set Date | | Update Search Search Results ============== ###### 1 result found [#### The AI Prompting Master Guide: 7 Systems\ \ Welcome to The AI Prompting Master Guide This comprehensive guide covers prompting techniques for 7 major AI systems, helping you maximize their potential for various tasks. What You'll Learn- Fundamental prompting principles- System-specific techniques- Bes...](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems) Back to top --- # Search for {created_by:tareq-yaghmour} {type:bookshelf} | AUMIX AI Academy [Skip to main content](https://academy.aumix.ai/search?term=%7Bcreated_by%3Atareq-yaghmour%7D+%7Btype%3Abookshelf%7D#main-content) ##### Advanced Search ###### Search Terms ###### Content Type Page Chapter Book Shelf ###### Exact Matches Add ###### Tag Searches Add ###### Date Options | | | | --- | --- | | Updated after | | | Set Date | | | | | | --- | --- | | Updated before | | | Set Date | | | | | | --- | --- | | Created after | | | Set Date | | | | | | --- | --- | | Created before | | | Set Date | | Update Search Search Results ============== ###### 1 result found [#### Prompting Guides\ \ Master the art of AI prompting across seven major systems. This collection covers: - Chat-based systems (ChatGPT, Gemini, Manus AI, Perplexity)- CLI-based systems (Claude Code, OpenAI Codex, Gemini CLI)- System-specific techniques and best practices- Interfac...](https://academy.aumix.ai/shelves/prompting-guides) Back to top --- # Page Revisions for ChatGPT Prompting Guide | AUMIX AI Academy [Skip to main content](https://academy.aumix.ai/books/the-ai-prompting-master-guide-7-systems/page/chatgpt-prompting-guide/revisions#main-content) Page Revisions ============== Listed below are all the past revisions of this page. You can look back upon, compare, and restore old page versions if permissions allow. The full history of the page may not be fully reflected here since, depending on system configuration, old revisions could be auto-deleted. 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