Gemini
The catalog lists newer models and limits 2.5 access to existing users.
PROMPTS
Gemini-specific prompts. Read the usage context, variables, sources and testing notes. Prompt bodies are authored in Traditional Chinese.
Turn Any Material into a Study Pack: Flashcards, Quiz, Outline
Feed in a textbook chapter, lecture notes, or meeting materials, and get three items generated at once: flashcards to help you memorize, a self-quiz to test yourself, and a speaking outline to help you explain it out loud. Good for certification exam prep, study-group facilitation, and new-hire training. It has a built-in anti-fabrication rule that says "organize only from the provided material"; for long material, feed it in batches and generate one pack per batch, then merge — that's the most reliable approach.
Stop AI from Overpacking Your Itinerary: Hard Travel Constraints
Turns budget, walking pace, traveling with elders, and rain contingencies all into hard constraints that trigger a full re-plan if violated, forcing the AI to build an itinerary you can actually walk through, with a rain backup and daily cost subtotal for every day, and a constraint-check pass run after planning is done. Good for family trips or traveling abroad with elders. Note: the AI often gets business hours and ticket prices wrong — every such item is forcibly flagged "confirm before departure," and you should always check the official website yourself before you go.
AI Self-Fact-Check: Source Tags, Self-Attack, Confidence Grading
Doesn't let the AI just hand in its answer as-is: it first tags the source type of every key sentence, then hunts for counterexamples to attack its own claims, and finally grades confidence level item by item with suggested directions for verification. Good homework before researching, writing a report, or making a decision. Honest note: this isn't the same as actual fact-checking (the model may not be able to search the web) — but it forces uncertainty out into the open and noticeably reduces confident-sounding nonsense.
LINE Official Account Reply Kit for Small Shops: Four Templates
Feed in your shop name, business hours, price range, and tone persona, and get four LINE Official Account template sets generated at once: a price-inquiry guide, a booking confirmation with a fully-booked alternative, a two-part complaint reply, and a closing auto-reply. The tone stays consistent throughout, and each message is kept to a length readable in one message. Double-check prices and hours against each template before pasting them into your backend — the AI doesn't know your shop's actual real-time situation.
Bug Report Format for AI Fixes: Symptom, Repro, Behavior, Environment
Report a bug in this format and the AI's fix hit rate jumps noticeably: give all four parts at once — the raw symptom, a minimal repro, expected behavior, and environment — and force the AI to diagnose first, ask for more information when it's insufficient, and never guess-and-change blindly. Suited to any scenario where you're asking ChatGPT or Claude to fix code. Note: the AI's diagnosis is reasoning, not an actual test run — after the fix, be sure to actually run through the included verification checklist.
Contract Red-Flag Scan: Risky Clauses in Leases, Jobs, and Outsourcing
Feed in a lease, employment, or outsourcing contract, and it scans clause by clause from your side of the deal: a plain-language translation, worst-case scenario, risk grading, and negotiation angle for each, plus three questions to bring to a professional at the end. Note: this is a prep tool for understanding a contract, not legal advice — for high-value contracts or ones involving major rights, consult a lawyer, and it's safest to treat the scan results as homework to do before meeting one.
Health Checkup Report Explainer: Terms Translated + Follow-Up Questions
Paste in your health checkup numbers and get each one translated into plain language, with flagged (out-of-range) items collected together, plus a concrete list of questions you can read straight off at your follow-up appointment. Solves the pain point of "seeing the flagged numbers, not understanding what they mean, and not knowing what to ask in a 3-minute consultation." Not medical advice — abnormal values are always for your doctor to interpret; the AI's role is limited to translation and coaching you on questions, and it is barred from making a diagnosis.
Night Market Stall Storefront Photo: Warm String Lights, Error-Free Signage
Generate a lively hero storefront image for night market and street-food vendors: warm yellow string lights, sign text accurate character by character in Traditional Chinese, and a blurred crowd of customers queuing in the background — ready to post straight to a Google Business Profile, delivery-platform header, or Facebook page cover.
Ghost Festival Sale Key Visual: Offering Display, Error-Free Promo Text
Generate a lavish key visual for a Ghost Festival (Zhongyuan Pudu) sale: a pyramid-style stack of offerings, warm candlelight, and promotional slogans and dates rendered accurately without garbled text — ready to use for hypermarkets, corner stores, group-buy organizers, and hang-tags.
Nano Banana Pro Event Poster Template: Title, Date, Location, QR Locked In
A fill-in-the-blank Traditional Chinese poster template: define the layout hierarchy before adding text, and keep a safe zone around the QR code and logo so the background doesn't overwrite them.
Nano Banana Pro Long-Text-to-Infographic: List Key Points, Then Lay Out
Turn a passage of content into an N-panel Traditional Chinese infographic, specifying the number of columns, color scheme, font-size hierarchy, and whitespace.
Polaroid Reunion Photo: With Your Past Self, Handwritten Chinese Date
Composites two portraits into one vintage Polaroid — warm, faded tones, a white border, and a handwritten Traditional Chinese note — with special handling for Asian facial consistency.
Taiwan Traditional Chinese Lock: Custom Instructions Against Simplified Drift
A drop-in custom instruction for ChatGPT Custom Instructions / Claude Projects / any system prompt. It doesn't just force Traditional characters — it also corrects mainland-style word choices (e.g. 質量→品質 'quality', 視頻→影片 'video', 信息→資訊 'information', 土豆→馬鈴薯 'potato'), plus a built-in explanation of why it breaks and how to re-lock it.
Taiwan Official Document Drafter: Subject/Explanation/Action Format
Feed the AI the background of a matter and it produces a draft following Taiwan's official document format — Subject, Explanation, Action — automatically applying standard bureaucratic phrasing and adjusting tone for upward, lateral, or downward correspondence. The final section forcibly flags regulations and figures that "need human verification"; this is positioned as a draft, not a final document.
Small Shop Customer Service Scripts: LINE/IG FAQs Plus Negative-Review Replies, All in One Go
A time-saving customer service tool for Shopee sellers, IG shops, and small brick-and-mortar stores. Generates auto-reply scripts in one pass for common questions — business hours, parking, in-person meetups, shipping fees, returns and exchanges — plus a Taiwan-style negative-review reply template that leads with empathy before offering a solution. The output is formatted to paste directly into LINE Official Account auto-replies and IG FAQs.
Localization Translation: Literal + Taiwan-Flavored Polished Versions
Bilingual Chinese-English localization with one more layer than Google Translate. Specifies Traditional Chinese as used in Taiwan plus Taiwan-specific idioms, keeps names, brand names, and technical terms from being mistranslated, and delivers both a literal version and a localized, polished version in one pass so you can compare and pick. You can also feed it style samples so it learns your company's tone. Suited to marketing copy and product descriptions for foreign firms, freelancers, and cross-border e-commerce in Taiwan.
Stop Writing 'Think Step by Step': How to Rewrite Prompts for Reasoning Models
The 2026 cognitive gap: reasoning models like Opus, GPT-5, and Gemini Deep Think already think internally, so 2023-era incantations like 'you are a top expert,' 'take a deep breath,' and 'let's think step by step' are ineffective on them — or even counterproductive. This prompt has the AI rewrite your old prompts into a reasoning-model version, with a before/after comparison table, and explains which models count as reasoning models and whether free tiers support them.
Self-Consistency Voting: Have AI Solve the Same Problem Three Times and Take the Consensus
A no-code way to run Self-Consistency: have the AI solve the same problem via three different lines of reasoning, then compare the results and take the majority consensus. Especially useful for scenarios where a mistake is costly — tax estimates, loan interest comparisons, recipe scaling. Worth noting upfront: this uses more tokens, so it burns through free quotas faster.
Prompt Chaining: A 4-Step Template for Breaking Up a Big Task
A workflow mindset office workers can copy directly. Complex tasks (writing a proposal, building a report) done in one giant prompt come out poorly; this teaches you to split it into four steps — outline → expand each section → proofread and polish → convert to bullet points — with the output of each step feeding the next, plus four ready-to-use Traditional Chinese prompts. You can even change direction mid-task by rerunning just one step instead of starting over.
Meta-Prompt: Use AI to Turn Your Bad Prompt Into a Good One
A reusable Traditional Chinese 'prompt optimizer' incantation — paste in a rough prompt and it first asks for the key missing details, then produces a well-structured version along with notes on what changed and why. Honestly flags its limits: a meta-prompt can fix structure and phrasing, but not factual errors in the content itself.
Nano Banana Pro Chinese Poster Text at 100% Accuracy (Quote-Lock Method)
Lock the Traditional Chinese text on a poster down to the exact character: quote-locking, a character-count declaration, and variant-character safeguards working together. Good for event posters and lecture flyers, where a single wrong character means the whole thing is unusable; regenerating usually fixes the rare typo.
Nano Banana Pro: Long Documents to Chinese Infographics
Paste in a whole report, article, or meeting minutes and it compresses the content straight into a single Traditional Chinese infographic. No design software needed — good for slide-deck visuals, long-form social posts, and internal communication; includes a built-in guard against inventing outside information.
Nano Banana Pro Business Slide Visuals: One Design System, All the Way Through
Lock in a design system (primary color, font weight, grid) as text, then generate 16:9 slide visuals page by page in a consistent style. Great for pitch decks, proposal presentations, and internal training materials — avoids the disaster of every slide drifting into a different style.
Nano Banana Pro Traditional Chinese Logo + Storefront Sign Mockup
Lock the shop name in quotes first, then generate a realistic storefront sign mockup with crisp, undistorted Traditional Chinese strokes. Good for pre-launch brand visual pitches; to be honest, a commercial vector file still needs a designer's redraw — this prompt is only meant to get you a directional preview.
Nano Banana Pro Zhuyin Flashcards: Give It a Format Example to Get It Right
The key to making Zhuyin (phonetic annotation) flashcards isn't saying 'add zhuyin' — it's giving the model a format example directly in the prompt. This prompt pins down the zhuyin position, size, and alignment completely, so teachers and parents can batch-produce a full lesson's worth of vocabulary cards by swapping just two variables.
Nano Banana Pro 4K Product Photography (Material-Word Lighting Method)
Produces 4K e-commerce product shots without a physical studio: material words (matte finish, brushed texture) plus lighting description (softbox, fill light, shadow) are the key to a premium look. Good for listing images and homepage hero shots; fix small flaws with follow-up chat rather than regenerating.
Nano Banana Pro E-commerce Promo Banners: Pin Every Text Element in Place
Nail down the main copy, discount numbers, and CTA button placement for a promo banner one by one, then lock the wording with quotes to produce a banner ready to publish. Great for e-commerce sales events and social ads — swap three variables to reuse it repeatedly.
Nano Banana Pro Instagram Post Series: Declare a Design System for Consistency
Write your Instagram account's visual rules out as a text-based design system, then generate images continuously in the same conversation so every post looks like it came from the same account. Great for personal branding and social scheduling; if the style starts drifting, just repaste the design-system paragraph to pull it back in line.
Nano Banana Pro Conversational Editing: Background, Passersby, Outfit Swaps
No masks, no selection tools — just describe in plain language what to change. This prompt is built around the key declaration 'change only this one thing, keep everything else the same,' and the same sentence pattern covers changing backgrounds, removing passersby, or swapping outfits. If a result isn't quite right, just add another line to the same conversation instead of regenerating from scratch — much faster than starting over.
Nano Banana Pro Multi-Image Composite: Person + Product Endorsement Shot
Upload a person photo, a product photo, and a scene photo separately, and clearly specify in the prompt who is the subject, what object is being placed, and what serves as the environment, compositing them into a commercial-looking shot that reads as if it were actually photographed. The key is a declaration for unified lighting and undistorted product labels — great for small e-commerce sellers who can't afford a real model shoot.
Nano Banana Pro Character Consistency: A Series Without Drift
The biggest fear when making brand character posts, picture-book pages, or a social series is the character changing by the second image. This prompt separates 'locked' elements from 'variable' ones: the face, fixed features, and style stay locked while only the pose and setting change per image. Generate one image at a time, reusing the same opening instructions, to keep the whole series stable.
Nano Banana Pro Mascot Three-View Sheet: Front, Side, Back in One Image
When a brand or club needs a mascot IP, what's actually needed isn't a single cute image but a character reference sheet with front, side, and back views laid out together. This prompt locks down the layout requirements for cross-angle consistency, standing pose, and an expression-variation zone, producing a sheet you can use as the reference for every generation that follows.
Nano Banana Pro Taiwan Street Scenes: Arcades, Scooters, Correct Signage
To generate a street scene that unmistakably reads as Taiwan, the key isn't writing 'Taiwan' — it's naming local elements like covered arcade walkways, scooters, overhead wires, and Traditional Chinese shop signs, then locking the sign text in quotes to prevent typos. Good for localized editorial imagery, presentation scenes, and social media backgrounds.
Nano Banana Pro Food Photography for Menus: Commercial-Grade Shots
Tell the model that an image 'will be used on a menu,' and it infers the professional requirements of commercial food photography on its own — an underused piece of official guidance rarely taught in Chinese-language content. The prompt builds in a 45-degree menu-style angle, blank space reserved for copy, and texture-detail declarations; it works for both small eateries and delivery-platform product photos.
Nano Banana Pro ID Photo Retouch: Selfie to Formal Headshot, Same Face
Turn a phone selfie into a formal headshot: swap in a solid-color background, formal attire, a front-facing pose, and even lighting, while a preservation clause locks down the facial features so you don't get beautified into someone else. Good for resumes, employee badges, and LinkedIn avatars; most official ID documents require an unretouched real photo, so weigh the risk of rejection honestly before using this for that purpose.
Nano Banana Pro Manga Storyboard: Multi-Panel Pages with Consistent Characters
Turn a stretch of story into a single multi-panel manga page: panel choices follow the story's rhythm, there's an emotional arc from panel to panel, characters stay consistent across panels, and dialogue is locked in quotes for accurate Traditional Chinese. It tests consistency, layout, and in-image text all at once — an advanced, all-in-one challenge for Nano Banana Pro.
ChatGPT Resume Health-Check Prompt: Catch AI Tells and Demand Backed-Up Numbers
This doesn't write your resume — it audits one. It flags sentences that read like AI wrote them, uses pointed follow-up questions to force you to back up vague claims with real numbers, then gives a before-and-after rewrite example plus a personal banned-words list. Use it as the last check before you submit.
Mock Interviewer: Industry Persona, One Question at a Time, Bilingual
A turn-based mock interview: the interviewer asks scenario-based questions tailored to your industry, one at a time, follows up on your answer before giving feedback, and provides a speakable English version of the answer for each question. After eight questions, you get an overall hiring-likelihood assessment. Closer to a real interview than just reading past questions.
Excel Formula Prompt Template: Teach the AI Your Table's Layout Before Asking for a Formula
Nine times out of ten, asking AI for a formula fails because it doesn't know what your table actually looks like. This template gives you a fill-in-the-blanks format for describing your column structure; the formula you get back comes with a step-by-step breakdown, a 5-row mini sample table, and two common gotchas flagged, with both legacy and modern function syntax provided.
Business English Emails in Three Tones: Follow-Up, Decline, Apology
Generates the same email in three versions — formal, neutral, and friendly — each with a subject line, followed by a breakdown of "why it's worded this way." Especially useful for high-stakes emails like follow-ups, declines, apologies, and reporting up the chain — firm without burning the bridge.
Slide Outline Generator: Page-by-Page, Ready for Gamma or Canva
Turn messy source material like meeting notes and report paragraphs into a slide outline formatted 'one point per page, separated by ---,' ready to paste straight into Gamma or Canva AI to produce a deck. Page titles are forced into statements of insight rather than labels, the conclusion goes on page two, and it comes with a 30-second opening script.
Meeting Transcript Cleanup: Decisions, Action Items, Absentee Summary
Use this right after any speech-to-text tool: paste the transcript and get a formal record, a list of decisions, an action-item table with "Owner/Deadline/Dependencies," and a 3-line summary for people who missed the meeting. It handles transcription typos and mixed Chinese-English text, flags any deadline that wasn't actually stated as "to be confirmed," and doesn't make things up.
Weekly Report Generator: Turn Raw Notes Into What Your Manager Actually Wants to See
Dump in a raw, whatever-you-jotted-down log of the week and get back a weekly report where results are quantified, blockers come with proposed solutions, and next week's plan is aligned to what your manager actually cares about. Scattered small tasks get merged automatically, slipping progress can't be hidden, and support requests are framed as needs — with an upward-management perspective built in.
Boss Message Reply Generator: Handle Pressure, Pushback, and Extra Asks
For a boss's urgent demands, pushback, or last-minute extra work, this first diagnoses what they actually need (reassurance? a scapegoat? just an update?), then gives short, full, and escalation-ready reply options with risk notes for each. Built-in red-line check: it refuses goals that would require lying and offers an honest alternative instead.
Nano Banana Figurine-ify Yourself (Boxed Collectible Style)
Turns a selfie into a realistic product photo of a boxed collectible figure — one of Nano Banana's most viral tricks, built on its strongest asset: consistency.
Nano Banana Hand-Held Product Shot for E-Commerce
Turns a single cutout product image into a lifestyle-style e-commerce hero shot of a model holding the product — no reshoot needed.
Nano Banana Old Photo Restoration with Natural Colorization
Restores a yellowed, scratched, or blurry old photo to clarity and colorizes it naturally, while preserving the subject's original appearance.
Nano Banana Style Swap, Same Face (Portrait Style Transfer)
Convert a portrait into a watercolor, 3D, anime, or other style while keeping the face consistent and unwarped.
Plain English to SQL: Describe What You Want, Get the Query
Converts plain-language requests like 'find customers who bought more than 3 times last month' into an executable SQL query plus an explanation — give it your table schema for even more accurate results.
The Feynman Technique: Explain Any Hard Concept So a 12-Year-Old Gets It
Use the Feynman Technique to have AI teach you: first explain it clearly in plain language with an analogy, then flag the point you're most likely to misunderstand, and finish with a self-check.
Decision Matrix: Get Unstuck Between Two or Three Options
Hand the AI the options you're torn between; it lists the key considerations, gives weighted scores, points out risks you might have missed, and gives a reasoned recommendation.
Cold Outreach Emails That Get Replies: A 4-Line Template That Doesn't Read Like a Sales Pitch
For emailing strangers: one line of relevant opening, one line naming their pain point, one line of concrete value, and one low-friction CTA — avoiding the 'our company was founded in...' dead-on-arrival opener.
Ad Headlines ×10: Generate 10 Different Hook Angles for One Product
Ad testing creative for Facebook / Google: generate 10 headlines from different angles (curiosity, numbers, pain points, contrast, urgency...) at once, ready for A/B testing.
AEO Content: Write Passages ChatGPT / Perplexity Will Actually Cite
The new traffic battleground in 2026 is getting cited by AI. Write your topic in the format AI models love to pull from: direct answers, clear structure, and authority signals.
Sales Objection Handler: What to Say to 'Too Expensive / Let Me Think / No Time'
Gives you a response script for each of the most common customer objections — not a hard pitch, but 'acknowledge first, then reframe' — phrased naturally so it doesn't sound rehearsed.
Long-Form to X / Threads Thread: Turn One Article into a Shareable Thread
Rewrites a long article / blog post / report into a 6-9 post thread for X or Threads: the first post as the hook, one point per post, and a CTA at the end.
Personal Brand Post Batch: Generate 5 Angles on One Topic in a Single Pass
Building a personal brand doesn't mean racking your brain for a new angle every day — give it one topic, and it produces 5 social posts from different angles (story / opinion / how-to / contrast / interactive) in one go.
Meeting Notes to Action Items: Paste a Transcript, Get Who/What/When
Turns a messy meeting transcript or notes into decisions, action items (owner + deadline), and open questions — done in 30 seconds after the meeting.
Gemini 2.5 Pro: Drop a Screenshot, Get Your Next Steps
Uses Gemini 2.5 Pro's multimodal ability to turn any screenshot — an error message, an admin dashboard, a report, a conversation — into a concrete, actionable next-step checklist.
Context Engineering: What Separates You in 2026 Isn't the Incantation, It's the Ingredients
Feed the AI structured background, what's already been tried, constraints, and available tools/data structures before giving it the task — in 2026 the real leverage point has shifted from 'prompt tricks' to 'context.'
Self-Critique Revision Loop: Draft, Self-Criticize, Revise — Three Rounds of Polish in One Prompt
Has the AI produce a first draft, then switch into a strict editor role to pick apart its own flaws, and finally rewrite based on that critique — effectively running three rounds of polish inside a single prompt.
Rubric-Driven Output: Tell AI What a Perfect Score Looks Like First
Write out the grading rubric in your head and give it to the AI first — it will use that yardstick to self-align, self-evaluate, and fix whatever falls short, getting you much closer to the quality you actually want.
The Anti-Goal Sandwich: One Line to Stop AI's Most Common Mistake
Explicitly naming "the most common failure mode AI makes on this type of task" in the prompt and telling it to proactively avoid that mode — 2026 field tests show roughly a 28-30% reduction in errors.
Contrastive Example Calibration: Show It What You Want AND What You Don't — One Negative Example Beats Three Positive Ones
Demonstrate both the 'desired output' and the 'output that shouldn't appear' at the same time, so the AI calibrates between the two poles; for tasks about tone and precision, a single negative example often outperforms three positive ones.
Chain-of-Thought Scaffold: A Fixed 5-Step "Think Before You Answer" Process
Forces the AI to think through 5 fixed steps before answering — restate → list assumptions → reason step by step → self-check → conclude. Field tests show roughly a 30% reduction in confidently wrong answers on complex reasoning tasks.
5 Prompt Engineering Techniques That Actually Move the Needle (XML Beats Markdown by 28%)
Five quantifiable techniques from an AI engineer's hundreds of hours testing across GPT-4, Claude, and Gemini: CoT scaffolding, persona + goal + anti-goal, XML being 28% more accurate than markdown, negative examples outperforming positive ones, and prompt chaining beating the mega-prompt.
Read 10 papers at once and synthesize them with Gemini
Upload 10 PDFs and Gemini automatically maps the consensus, disagreements, and gaps, then drafts a literature review.
Auto-Brief a 10-K with Gemini
Upload a public company's annual or quarterly report PDF and auto-generate a management-quality + risk read plus an investment thesis
Onboard New Hires to a Codebase with Gemini
Upload the whole repo or its key files, and Gemini gives new hires a reading order to understand the codebase within an hour
Auto-generate action items from meeting recordings and video with Gemini
Upload a 60-minute meeting recording and Gemini surfaces every action item, owner, and timestamp.
Reverse-Engineer a UI Bug from a Screenshot with Gemini
Paste 1-3 screenshots (browser / Figma / app) and Gemini pinpoints the visual problem + the fix
Prioritize your product feature list with Gemini
Upload customer feedback, NPS data, or support tickets alongside your feature backlog, and Gemini runs a RICE or Kano model analysis.
Compare two contract PDFs and find the differences with Gemini
For legal, procurement, and HR teams: upload two PDFs and get an automatic line-by-line list of clause differences.
Deep Document Analysis with Gemini's 1M Context
Put Gemini's 1M-token context to work — feed in an entire PDF or cross-reference multiple documents at once
Deep multimodal image analysis with Gemini
Upload an image for structured analysis: design reviews, UX audits, and competitive screenshot comparisons.
Whole-Codebase Overview with Gemini
Drop the entire repo into Gemini → get an architectural overview + improvement suggestions