100 Advanced Gemini 3 Prompts for Power Users

Here are 100 unique prompts designed to leverage the hypothetical capabilities of Gemini 3. These prompts assume the model has advanced multimodal capabilities (video, audio, image, code), a massive context window (millions of tokens), and superior reasoning/logic skills.

They are categorized by use case to help you navigate them.

Section 1: Advanced Coding & Software Architecture

Focus: Large context awareness, refactoring, and cross-language translation.

1. Legacy Migration: "I have uploaded a zip file containing a legacy codebase written in COBOL (50 files). Analyze the business logic flow and rewrite the entire system into a modern Go microservices architecture. Provide a mapping document linking old functions to new services."
2. Full-Stack Debugging: "Analyze these 500MB of server logs, the frontend React code, and the backend Python API code (all uploaded). Trace the 'Timeout Error 504' reported by users to its root cause, considering database latency and race conditions. Propose the fix."
3. Documentation Generator: "Read the entire attached GitHub repository for this open-source library. Write a comprehensive 'Getting Started' documentation website, including edge-case examples and API references, formatted in Markdown."
4. Security Auditor: "Audit this entire Solidity smart contract suite. Identify potential re-entrancy attacks or gas optimization issues. Output a severity-ranked vulnerability report."
5. UI-to-Code: "Look at this video screen recording of a user navigating a competitor’s app. Recreate the exact UI/UX flow using SwiftUI code, including the animations and transition timing observed in the video."
6. Codebase Querying: "Based on the 20,000 files uploaded, identify every instance where user data is unencrypted before storage. List the file paths and line numbers."
7. Test Suite Architect: "Analyze the business requirements document (PDF) and the current source code. Generate a comprehensive Cypress end-to-end test suite that covers all 'Happy Path' and 'Critical Failure' scenarios defined in the requirements."
8. Language Porting: "Take this optimized C++ physics engine code and port it to WebAssembly (Rust). Ensure memory safety is prioritized and explain how you handled pointer arithmetic."
9. API Integration Agent: "Read the API documentation for Stripe, Twilio, and SendGrid. Write a single Python class that handles a user subscription flow: charges the card, sends an SMS confirmation, and emails a receipt."
10. SQL Optimization: "Here is my database schema and a log of slow queries. Rewrite the schema to include necessary indexes and refactor the queries to reduce execution time by at least 50%."

Section 2: Multimodal Analysis (Video, Audio, Image)

Focus: Extracting deep meaning from mixed media.

1. Sports Analysis: "Watch this full football match video. Generate a heat map of the ball's position, list every foul committed with timestamps, and analyze the winning team's defensive formation changes in the second half."
2. Lecture Synthesis: "Process these 10 hours of video lectures on Quantum Mechanics. Create a synchronized study guide that pairs the exact audio explanation with the diagram drawn on the whiteboard at that moment."
3. Emotion Detection: "Analyze this video of a user focus group. Create a timeline graph showing the 'Sentiment Score' of the participants based on their micro-expressions and tone of voice when the new product features were revealed."
4. Restoration Assistant: "Look at this scan of a damaged historical letter. Fill in the missing/torn text based on the handwriting style and the historical context of the surrounding sentences."
5. Video-to-Script: "Watch this silent film. Write a screenplay that perfectly matches the visual pacing, describing the action and inventing dialogue that fits the lip movements and context."
6. Assembly Instructions: "Watch this video of a mechanic taking apart an engine. Generate a step-by-step illustrated manual (using ASCII or descriptions) on how to put it back together in reverse order."
7. Audio Forensic: "Listen to this noisy audio recording of a meeting. Isolate the voice of 'Speaker B', transcribe only their lines, and summarize their stance on the budget proposal."
8. Fashion Stylist: "Analyze these 500 photos from my closet. Suggest 5 outfits for a 'Summer Wedding' based on current fashion trends, creating a visual collage of the combinations."
9. CCTV Anomaly: "Review this 24-hour security footage. Timestamp any event where a person enters the 'Restricted Zone' or moves faster than a walking pace."
10. UI Critique: "Look at these 20 screenshots of my app. Rate the visual hierarchy and accessibility compliance (WCAG) for each screen and suggest specific color contrast adjustments."

Section 3: Complex Creative Writing & Worldbuilding

Focus: Consistency over long narratives and style mimicry.

1. The Sequel Generator: "Read the full text of 'Pride and Prejudice'. Write the first chapter of a sequel set 10 years later, perfectly mimicking Jane Austen’s sentence structure, wit, and vocabulary."
2. Non-Linear Narrative: "Write a mystery story composed entirely of emails, police reports, and diary entries. The story must reveal the killer only in the metadata of the final email. Use the attached character bios."
3. D&D DM Assistant: "Here is a PDF describing my fantasy world's history (300 pages). I am running a campaign. If my players travel to the 'Iron Cities', generate 5 unique NPCs they would meet, consistent with the political tension described in Chapter 4."
4. Screenplay Adaptation: "Convert this news article about a bank heist into a 5-page movie script scene, formatted in standard Hollywood screenplay format. Focus on the tension between the two lead robbers."
5. Poetry Cycle: "Write a cycle of 10 sonnets about the history of the internet. The first and last line of the sequence must be identical (a Crown of Sonnets)."
6. Stylistic Fusion: "Write a product review of the iPhone 15, but written in the style of a H.P. Lovecraft horror story. Focus on the 'geometry' of the device."
7. Interactive Fiction: "Act as a text-based adventure engine. The setting is a cyberpunk Tokyo. Track my inventory, health, and reputation with three different Yakuza factions invisibly. Start the game."
8. Lore Bible Creation: "Create a magic system based on 'Color Theory' and 'Music'. Define the rules, limitations, and the cost of magic. Describe three historical wars fought over this magic."
9. Ghostwriter: "Analyze my previous 50 blog posts (uploaded) to learn my writing voice. Write a new post about 'The Future of AI' that sounds exactly like I wrote it, including my usual metaphors and sentence length."
10. Comedy Routine: "Watch this video of a stand-up comedian. Write 5 new jokes that fit their specific delivery style, cadence, and subject matter preferences."

Section 4: Data Science & Strategic Analysis

Focus: Massive context retrieval and reasoning.

1. Market Trend Spotter: "Analyze these 1,000 uploaded PDF industry reports from 2023-2024. Identify three emerging micro-trends in the renewable energy sector that are mentioned in the footnotes but not the headlines."
2. Financial Forecaster: "Here are the raw CSV export files for a retail company's sales over 5 years (10GB data). Correlate sales dips with historical weather data (which you should retrieve) and output a predictive model for next quarter."
3. Legal Discovery: "Ingest this dump of 5,000 emails from a corporate litigation case. Find the 'smoking gun' email chain that proves the CEO knew about the defect before the product launch. construct a timeline of who knew what, when."
4. Competitor Battlecard: "Browse the websites and public pricing pages of these 5 SaaS competitors. Create a comparison matrix focusing on 'Hidden Costs' and 'Feature Gaps' to help our sales team win deals."
5. Resume Screening: "Here are 200 resumes (PDFs) and a job description. Rank the candidates from 1-200 based on relevance. For the top 10, generate specific interview questions based on their unique experience gaps."
6. Supply Chain Optimization: "Analyze this map image of our logistics routes and the spreadsheet of fuel costs. Suggest a new hub-and-spoke distribution model that reduces mileage by 15%."
7. Scientific Synthesis: "Read these 50 academic papers on CRISPR technology. Summarize the consensus on off-target effects and highlight the three most controversial papers that disagree with the majority."
8. Sentiment vs. Stock: "Analyze the transcripts of the last 10 Earnings Calls for Tesla. Plot a graph showing the CEO's confidence level vs. the stock price movement the following day."
9. User Persona Generator: "Analyze this dataset of 10,000 customer support chat logs. Cluster the users into 5 distinct psychological personas based on their complaints and communication style."
10. Grant Writer: "Here is a project proposal for a community garden. Rewrite it to fit the specific criteria and scoring rubric of the 'National Green Fund Grant' (guidelines uploaded)."

Section 5: Education & Personalized Learning

Focus: Socratic method and adaptive curriculum.

1. Socratic Tutor: "I am a student learning Calculus. Teach me about 'Derivatives' without giving me the answers. Ask me probing questions to help me derive the concept myself. Adjust your difficulty based on my responses."
2. Curriculum Architect: "Create a 12-week syllabus for learning 'Generative AI Engineering'. The student knows Python but no machine learning. Include weekly reading lists, coding projects, and estimated hours required."
3. Language Immersion: "Roleplay as a barista in Paris. We will have a conversation in French. Correct my grammar errors only after the conversation ends, and explain why it was wrong."
4. Visual Math: "Generate a Python script to create an interactive animation (using Manim or PyGame) that visually explains the Pythagorean theorem to a 10-year-old."
5. Debate Coach: "I will present an argument for 'Universal Basic Income'. Listen to my argument, identify three logical fallacies I used, and then steelman the counter-argument."
6. Quiz Generator: "Read this textbook chapter (uploaded). Generate 20 multiple-choice questions. 5 must be simple recall, 10 must be application, and 5 must be complex synthesis questions."
7. Skill Gap Analysis: "Take this quiz (I will upload my answers). Analyze where my logic failed in the wrong answers and provide a personalized reading list to fix those specific blind spots."
8. Historical Simulation: "Simulate the Cuban Missile Crisis. I am President Kennedy. You are my advisors. Present me with options at key intervals. The outcome depends on my choices."
9. ELI5 to PhD: "Explain the concept of 'Entropy' in four levels of complexity: Child, High School Student, Undergrad Physics Major, and PhD Researcher."
10. Code Review Teacher: "Review my code. Don't just fix it. Add comments explaining the 'Big O' complexity of my functions and suggest a more efficient algorithm."

Section 6: Roleplay, Psychology & Soft Skills

Focus: Nuance, empathy, and negotiation.

1. Salary Negotiation: "Roleplay as a stubborn HR manager. I am asking for a 20% raise. Make it difficult for me. After the roleplay, grade my negotiation tactics."
2. Therapy Simulation: "Act as a compassionate listener (Rogersian style). I am feeling overwhelmed by work. Help me explore my feelings without giving advice."
3. The Angry Customer: "You are an irate customer who received a broken product. I am the support agent. Test my patience and de-escalation skills. Escalate if I am robotic."
4. Character Actor: "You are Sherlock Holmes. Solve this riddle I present to you, but do it with your characteristic arrogance and deductive monologue."
5. Interview Simulator: "I am applying for a Senior PM role at Google. Conduct a mock interview. Ask me behavioral questions and critique my answers using the STAR method."
6. Conflict Resolution: "Read this transcript of a slack argument between two developers. Draft a message from the Engineering Manager that acknowledges both sides and proposes a path forward without assigning blame."
7. Parenting Coach: "My toddler throws tantrums at bedtime. Roleplay a scenario where you are the child and I practice the 'gentle parenting' technique. Give me feedback on my tone."
8. Sales Pitch: "I am a skeptical CTO. Pitch me 'Cloud Migration Services'. I will interrupt you with technical objections. overcome them."
9. Motivational Speaker: "I am feeling unmotivated to finish my novel. Give me a pep talk that is stern but inspiring, referencing the habits of famous authors."
10. Cultural Consultant: "I am an American businessman visiting Tokyo for the first time to close a deal. Simulate a business dinner. Tell me what I did wrong regarding etiquette."

Section 7: Translation & Linguistics

Focus: Cultural nuance and archaic languages.

1. Dialect Translation: "Translate this formal business contract into 'Gen Z Slang' while keeping the legal meaning intact. Then translate it into Shakespearean English."
2. Code-Switching: "Write a dialogue between two bilingual (Spanglish) speakers living in Miami. Ensure the code-switching happens naturally at emotional peaks, not randomly."
3. Lost in Translation: "Compare the English and Japanese versions of 'Murakami's' writing style. Explain what nuances are lost in the English translation based on cultural context."
4. Dead Language: "Translate this Latin inscription from a Roman tomb. Explain the historical context of the titles used and the likely social status of the deceased."
5. Localization: "Take this American marketing slogan and campaign text. Adapt it for the Indian market. Change cultural references to be locally relevant (e.g., change baseball metaphors to cricket)."
6. Phonetic Transcription: "Convert this English text into IPA (International Phonetic Alphabet) for a standard Received Pronunciation (RP) accent."
7. Etymology Trace: "Trace the etymological history of the word 'Robot' and how its usage has shifted in sentiment over the last 100 years."
8. Multilingual Summary: "Read this news article in French, this one in German, and this one in Spanish (all covering the same event). Write a synthesized summary in English that highlights the different biases of each country's reporting."
9. Conlang Creation: "Create a vocabulary of 50 words for a fictional alien race that communicates primarily through scent references. Provide the grammar rules."
10. Lyric Adaptation: "Translate this rhyming English song into Spanish. You must maintain the rhyme scheme and the rhythm/syllable count so it can still be sung to the same melody."

Section 8: Future Forecasting & Innovation

Focus: Lateral thinking and scenario planning.

1. Pre-Mortem: "Imagine it is the year 2030 and my startup (description uploaded) has failed spectacularly. Write a 'Post-Mortem' article explaining exactly why it failed, citing market shifts and ignored competitors."
2. Second-Order Effects: "If cold fusion was invented today and made cheap energy available globally, list the second and third-order effects on the global geopolitical map over the next 20 years."
3. Sci-Fi Prototyping: "Design a User Interface for a contact lens computer. Describe the gestures (eye movements) used to control it and write a 'Day in the Life' user journey."
4. Bio-Mimicry: "Analyze the structure of a dragonfly wing (image uploaded). Propose a new architectural design for a lightweight stadium roof inspired by this structure."
5. Disruption Analysis: "Which industry is currently safe but will be obsolete in 10 years due to AI? Explain the mechanism of disruption step-by-step."
6. Synthetic Data Generator: "Generate a synthetic dataset of 1,000 rows representing medical patient records for a diabetes study. Maintain statistical correlations (e.g., BMI vs. Glucose levels) but ensure no real PII is used."
7. Space Colony Planner: "Design a sustainable economy for a Mars colony of 10,000 people. List the required imports vs. what can be produced locally. Outline the currency system."
8. Black Swan Event: "Generate three 'Black Swan' scenarios for the Global Shipping industry. For each, propose a resilience strategy."
9. Invention Mashup: "Combine the mechanics of a '3D Printer' and a 'Coffee Machine'. Describe the resulting product, its use case, and write a marketing tagline."
10. Ethical AI Board: "I am proposing an AI that predicts crime. You are the Ethics Board. Grill me on the bias implications, privacy concerns, and potential for misuse."

Section 9: Daily Productivity & Life Hacks

Focus: Practical execution and planning.

1. Meal Planner: "Here is a photo of the inside of my fridge. Create a meal plan for the next 3 days using only these ingredients + basic spices. Generate the recipes."
2. Travel Agent: "Plan a 7-day trip to Kyoto for a family of 4 (2 kids). We love anime and nature, but hate crowds. Budget is $5000 excluding flights. Output a day-by-day itinerary with train routes."
3. Email Triage: "Process my inbox (pasted text). Draft replies to the urgent ones, archive the spam, and create a to-do list for the rest."
4. Gift Concierge: "I need a gift for my dad. He likes woodworking, WWII history, and dislikes technology. Budget $100. Give me 5 specific product recommendations with links."
5. Workout Coach: "I have 20 minutes, a kettlebell, and I want to destroy my legs. Give me a HIIT workout routine."
6. Negotiation Script: "I need to cancel my gym membership. They are notoriously difficult. Write a script for the phone call that cites the specific clauses in their contract (uploaded) to let me out fee-free."
7. Interior Designer: "Here is a photo of my living room. It looks cluttered. Tell me exactly what to move, what to sell, and what one item to buy to make it look 'Mid-Century Modern'."
8. Book Summarizer: "I don't have time to read 'Atomic Habits'. Give me the 3 most actionable takeaways that I can apply to my life immediately. No fluff."
9. Party Planner: "Plan a 'Murder Mystery' dinner party for 8 people. Assign characters, write the clues, and plan the menu."
10. Subscription Auditor: "Look at my credit card statement (CSV). Identify all recurring subscriptions. Calculate how much I spend annually on them and highlight the ones that have increased in price recently."

Section 10: Meta-Prompts & System Architecture

Focus: Using Gemini to build other AI systems.

1. Prompt Engineer: "Write a system prompt for a customer service AI that ensures it never hallucinates policy information and always maintains a tone of 'professional empathy'."
2. Data Cleaner: "Write a Python script using Pandas to clean this messy dataset. Handle missing values by imputation, normalize the date formats, and remove outliers beyond 3 standard deviations."
3. Knowledge Graph: "Build a knowledge graph (in JSON format) connecting the characters of 'Game of Thrones' based on their family trees and political alliances."
4. AI Agent Loop: "Design the logic flow for an autonomous AI agent tasked with booking a flight. detailed the steps: Search -> Compare -> Verify Visa -> Book -> Confirm."
5. Regex Wizard: "Write a Regular Expression to extract all email addresses from a text file, but exclude any emails from 'example.com' or 'test.org'."
6. Vector Database: "Explain how to chunk and embed this technical manual for a RAG (Retrieval Augmented Generation) system to ensure the highest accuracy in retrieval."
7. Fine-Tuning Data: "Generate 50 pairs of (Input, Output) training data to fine-tune a model to speak like a Pirate."
8. Model Evaluator: "Here are two responses from two different AI models. Evaluate which one is better based on accuracy, conciseness, and safety. Explain your reasoning."
9. JSON Formatter: "Convert this unstructured text description of a product inventory into a valid JSON array with keys: item_id, name, quantity, price, category."
10. Recursive Improvement: "Critique your own performance on the last 5 prompts I gave you. Tell me one weakness in your answers and how you would improve it next time."