Curated Prompt Library

Explore Various AI Prompts

Discover practical, customizable AI prompts for coding, content creation, local AI, and data analysis. Built for engineers, creators, and analysts who need reliable, copy-ready prompts with dynamic variables and real-time previews.

Dynamic Variables

Customize with your stack, metrics & project context.

Zero Hallucinations

Structured schemas, edge case rules & audit checks.

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Test prompts instantly in SPAUL AI Chat.

All Curated Prompts

Select any prompt to customize variables, preview the assembled text, and copy directly to your workflow.

Showing 32 of 32 prompts
developers5 variables

Next.js App Router Project Rules & AI Coding Agent Instructions

A comprehensive system prompt that transforms AI coding assistants (Claude 3.7, Cursor, ChatGPT, Gemini) into disciplined Next.js App Router architects. Prevents common hydration traps and enforce strict separation between Server and Client Components.

Full-Stack Developers, Frontend Engineers, and Tech Leads
Project scaffolding, AI agent rule configuration (.cursorrules / CLAUDE.md), and architectural reviews
Customize & Copy
Open Prompt
developers4 variables

Supabase Edge Function Debugging & Security Review Prompt

Diagnose runtime errors, CORS header issues, environment variable leakage, and authentication token validation bugs in Supabase Deno Edge Functions.

Backend Developers, Full-Stack Engineers, and DevOps Specialists
Bug triage, security audits of serverless functions, and local Supabase CLI simulation
Customize & Copy
Open Prompt
developers4 variables

React Component Refactoring & Unit Test Generation Prompt

Turn bloated, legacy React components with tangled state into modular, accessible, and high-performance components backed by a production-ready test suite.

Frontend Engineers, QA Automation Engineers, and Code Reviewers
Component refactoring, test suite backfilling, and accessibility (a11y) improvements
Customize & Copy
Open Prompt
developers3 variables

AI Coding Agent Codebase Audit & Modernization Prompt

A structured audit prompt designed for AI coding agents to evaluate an unfamiliar codebase, identify security anti-patterns, spot performance bottlenecks, and generate prioritized action plans.

Engineering Managers, Security Auditors, and Principal Architects
Due diligence audits, technical debt assessments, and major framework migration planning
Customize & Copy
Open Prompt
creators4 variables

YouTube Shorts Hook & High-Retention Script Generator Prompt

Produce irresistible 3-second hooks, fast-paced 45-to-60-second scripts, and scene-by-scene visual cues engineered to maximize swipe-through rate and audience retention.

Short-Form Creators, YouTube Strategists, Video Editors, and Social Media Managers
Pre-production scripting, thumbnail concept ideation, and multi-platform short video production
Customize & Copy
Open Prompt
creators6 variables

Twitch & Kick Streamer Brand Sponsorship Pitch Prompt

Generate tailored, professional outreach emails and media kit summaries to land gaming hardware, energy drink, VPN, and software sponsorships for your live stream.

Live Streamers, Esports Teams, Content Creators, and Creator Managers
Brand outreach, sponsorship proposals, rate card negotiations, and media kit preparation
Customize & Copy
Open Prompt
creators4 variables

High-CTR Gaming Title & Thumbnail Concept Generator Prompt

Develop compelling title and thumbnail combinations that tell a clear story, trigger emotional curiosity, and boost organic click-through rates (CTR) on YouTube.

Gaming YouTubers, Thumbnail Designers, Video Editors, and Channel Strategists
Pre-production packaging, A/B title testing, and thumbnail briefs for graphic designers
Customize & Copy
Open Prompt
local ai4 variables

Ollama Local Model Setup & Troubleshooting Assistant Prompt

A targeted diagnostic prompt to pinpoint and resolve slow inference, CUDA/ROCm acceleration issues, Modelfile parameters, and context window limits in Ollama.

AI Engineers, Local LLM Enthusiasts, Systems Administrators, and Developers
Local LLM deployment, performance optimization, Modelfile configuration, and GPU acceleration tuning
Customize & Copy
Open Prompt
local ai4 variables

GPU VRAM & Local LLM Quantization Planner Prompt

Plan your local AI hardware footprint with precision. Calculate weights, KV cache consumption across context sizes, and determine the exact quantization level required for full GPU offload.

Hardware Enthusiasts, Machine Learning Practitioners, and System Builders
Hardware procurement, quantization trade-off analysis, and production inference sizing
Customize & Copy
Open Prompt
local ai3 variables

Hugging Face Model Benchmarking & Evaluation Plan Prompt

Create an empirical evaluation pipeline to compare candidate models from Hugging Face. Measure Time to First Token (TTFT), token throughput, reasoning accuracy, and JSON schema adherence.

ML Engineers, Applied AI Researchers, and Technical Evaluators
Model selection, proof-of-concept evaluation, and custom benchmark dataset creation
Customize & Copy
Open Prompt
data finance4 variables

Financial Statement to Validated Structured JSON Prompt

Transform complex, messy tabular financial data and earnings releases into standardized, machine-readable JSON schemas with mathematical verification.

Financial Analysts, Fintech Developers, Data Engineers, and Accounting Teams
Automated financial document processing, SEC filing extraction, and ERP data ingestion
Customize & Copy
Open Prompt
data finance6 variables

Mutual Fund & ETF Factsheet Analysis Assistant Prompt

A comprehensive analytical prompt for reviewing mutual fund and ETF monthly factsheets, assessing risk-adjusted returns, evaluating portfolio concentration, and generating clear investor summaries.

Individual Investors, Financial Advisors, Wealth Managers, and Personal Finance Writers
Portfolio due diligence, fund comparison, client advisory memos, and investment research
Customize & Copy
Open Prompt
festivals8 variables

Romantic Traditional Diya Portrait

A warm, intimate portrait of a couple dressed in coordinated festive silks, gently cradling a glowing brass diya together with soft golden bokeh in the background.

Couple (two adults) in coordinated traditional festive attire
Photorealistic 8K, Cinematic 35mm Film, Editorial Fashion, Soft Warm Glow
Customize & Copy
Open Prompt
festivals8 variables

Coordinated Ethnic Silk Fashion Portrait

An editorial-style full-length festive fashion photograph featuring complementary jewel-toned ethnic outfits and architectural backdrop.

Couple in high-fashion Indian ethnic designer wear
Editorial Fashion, Photorealistic, Cinematic Architectural
Customize & Copy
Open Prompt
festivals8 variables

Warm Home Celebration with Fairy Lights & Rangoli

A candid, heartwarming photograph of a couple decorating their living room floor with a colorful floral rangoli and lighting small oil lamps.

Couple in a cozy, authentic home environment
Candid Lifestyle, Warm Documentary, Photorealistic
Customize & Copy
Open Prompt
festivals8 variables

Cinematic Golden Bokeh Outdoor Portrait

A cinematic, moody evening portrait of a couple on a rooftop garden, framed by thousands of distant celebratory night lights and fireworks bokeh.

Couple in an evening outdoor setting
Cinematic Night, Dramatic Golden Hour, Photorealistic Film
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Open Prompt
festivals8 variables

Royal Raw Silk Kurta & Nehru Jacket Portrait

A dignified, regal portrait of an Indian man or young boy wearing a bespoke raw-silk kurta, tailored embroidered Nehru jacket, and holding an ornate brass lamp.

Man or young man in royal festive menswear
Photorealistic Portrait, Royal Heritage, Studio Fashion
Customize & Copy
Open Prompt
festivals8 variables

Modern Indo-Western Festive Attire

A stylish, contemporary fusion look featuring an asymmetric draped kurta, clean tailored trousers, and festive ambient night lighting.

Modern young man in fusion festive wear
Contemporary Fashion, Urban Editorial, Photorealistic
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Open Prompt
festivals8 variables

Atmospheric Diya-Lit Close-Up Portrait

A dramatic, high-contrast close-up portrait focusing on eyes, expression, and the warm flickering flame of an earthen lamp reflected in the pupils.

Man or boy in an expressive close-up
Dramatic Rembrandt Lighting, Cinematic Portrait, Photorealistic
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Open Prompt
festivals8 variables

Rooftop Celebration with Distant Fireworks Bokeh

A celebratory rooftop shot of a young man enjoying the festive night sky filled with distant light bursts and ambient celebration.

Young man in a celebratory outdoor mood
Dynamic Night, Celebratory Lifestyle, Photorealistic
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Open Prompt
festivals8 variables

Banarasi Silk Saree & Traditional Gold Jhumkas

A quintessential, graceful Diwali portrait of a woman in an opulent red and gold Banarasi silk saree, adorned with antique temple jewelry and holding an earthen lamp.

Woman or young woman in traditional Indian silk saree
Photorealistic 8K, Traditional Portrait, Editorial Royalty
Customize & Copy
Open Prompt
festivals8 variables

Embroidered Festive Lehenga & Choli Portrait

A stunning festive portrait featuring a flared designer lehenga choli, glittering mirror work, and swirling celebratory movement.

Woman or girl in festive lehenga choli
Fashion Editorial, Photorealistic, Cinematic Motion
Customize & Copy
Open Prompt
festivals8 variables

Traditional Diya Holding Close-Up with Henna

An intimate, beautifully lit close-up of hands adorned with intricate henna (mehndi) holding a glowing clay lamp, with soft focus on the subject’s face.

Woman holding a diya with focus on hands and gentle face profile
Macro Detail, Cinematic Warmth, Photorealistic
Customize & Copy
Open Prompt
festivals8 variables

Contemporary Festive Editorial with Soft Lantern Glow

A contemporary, artistic festive editorial featuring minimalist jewelry, modern draped chiffon, and hanging paper lanterns (kandeels).

Woman in a modern minimalist festive look
Modern Editorial, Minimalist Festive, Photorealistic
Customize & Copy
Open Prompt
festivals8 variables

Multi-Generational Family Home Celebration

A heartwarming, authentic multi-generational family portrait featuring grandparents, parents, and children gathered together in festive silk attire around a large floral rangoli.

Indian family of 4 to 6 people (grandparents, parents, kids)
Warm Family Portrait, Photorealistic Documentary, Authentic Lifestyle
Customize & Copy
Open Prompt
festivals8 variables

Sibling Diwali Celebration with Sparklers (Phuljhadi)

A joyful, nostalgic shot of two or three siblings dressed in vibrant festive clothes, laughing as they safely wave sparkling phuljhadi sparklers in an open courtyard.

Two or three siblings (brother and sister or brothers/sisters)
Nostalgic Candid, Joyful Action, Photorealistic
Customize & Copy
Open Prompt
festivals8 variables

Festive Friends Gathering with Sweets (Mithai)

A lively group of friends dressed in modern festive kurtas and sarees, taking a festive selfie or laughing together on a decorated terrace.

Group of 3 to 5 young adult friends
Candid Social, Modern Festive, Photorealistic
Customize & Copy
Open Prompt
festivals8 variables

Children's Festive Joy with Traditional Clay Diyas

An adorable portrait of young children wearing miniature traditional ethnic clothing, looking with wide-eyed wonder at glowing earthen diyas.

One or two young children (toddlers or young kids)
Gentle Fine-Art, Photorealistic, Warm Storybook
Customize & Copy
Open Prompt
festivals10 variables

Floral Rangoli & Brass Diya Happy Diwali Greeting Card

A vibrant festive greeting card featuring an intricate circular flower rangoli, glowing terracotta oil lamps, and centered "Happy Diwali" golden typography.

Festive Greeting Card / Social Media Graphic / Wallpaper
Photorealistic 3D, Graphic Card Design, Clean Editorial
Customize & Copy
Open Prompt
festivals10 variables

Luxury Golden Mandalas Happy Diwali Social Media Card

An opulent, elegant graphic card design with 3D embossed gold mandalas, illuminated oil lamps, and deep royal purple/burgundy backdrop featuring "Happy Diwali" calligraphy.

Graphic Card / Social Media Greeting Post
3D Luxury Render, Vector & Gold Foil, Graphic Design
Customize & Copy
Open Prompt
festivals10 variables

Warm Home Entrance Decor with Marigold Torans & Oil Lamps

A welcoming perspective of a traditional Indian home entrance adorned with fresh orange marigolds, carved brass lamps, and decorative rangoli steps.

Architectural / Home Decor Still-Life
Architectural Photography, Warm Interior, Photorealistic
Customize & Copy
Open Prompt
festivals10 variables

Minimalist Modern Diwali Typography Banner Concept

A sleek, minimalist festive banner featuring a single illuminated brass lamp against a deep textured charcoal and gold background with "Happy Diwali" gold typography.

Minimalist Banner / Hero Graphic
Modern Minimalist, High-Contrast Studio, Graphic Design
Customize & Copy
Open Prompt
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Frequently Asked Questions

What is the "Explore Various AI Prompts" collection?

It is a curated directory of production-tested, customizable AI prompts created by SPAUL Hub. Rather than generic one-liners, each prompt includes structured system instructions, input variables, realistic example outputs, and best practices across four key domains: software development, content creation, local AI hardware, and financial analysis.

Do I need an account or API key to customize and copy prompts?

No. All prompts can be customized and copied completely free without creating an account, logging in, or providing any API keys. The Prompt Builder processes variable replacements entirely inside your browser.

Which AI models work best with these prompts?

These prompts are engineered to work with major frontier models including OpenAI GPT-4o / o1, Anthropic Claude 3.5 Sonnet & Claude 3.7, Google Gemini 2.5 Flash & Pro, as well as open-weight models running locally via Ollama (such as Llama 3.3, Qwen 2.5 Coder, and DeepSeek R1).

Can I test these prompts directly on SPAUL Hub?

Yes! You can copy any assembled prompt and run it immediately in SPAUL AI Studio (/ai-studio/ai-chat/), which supports Gemini 2.5, OpenAI, Groq, Together AI, or your personal local Ollama / LM Studio server.

How do the prompt variables work?

Each prompt includes designated dynamic variables enclosed in double curly braces like {{projectDescription}} or {{hardwareSetup}}. The interactive Prompt Builder lets you replace these variables with your own project context and watch the final prompt assemble in real time.