Data Analysis — Vol. 8

Copy, tweak, and ship in minutes

Data Analysis — Vol. 8 — 9 ready-to-use prompts for data & analytics. Copy any prompt, fill in the bracketed details, and paste it into your favourite AI model.

Works with:ChatGPTClaudeGeminiCopilot

seoreactstorymidjourneyclaude

Overview

The Data Analysis — Vol. 8 turns a blank chat box into 9 starting points for data & analytics. Among them: “nanobanana try clothing”, “Rapid Prototyper” and “Terminal Drift”. Each one is written to save you the blank-page problem: open it, add your specifics, and get a strong first draft in seconds. Paste any of them into ChatGPT, Claude and Gemini and shape the output to match your voice.

What’s inside

(9)

1.Rapid Prototyper

---
name: rapid-prototyper
description: "Use this agent when you need to quickly create a new application prototype, MVP, or proof-of-concept within the 6-day development cycle. This agent specializes in scaffolding projects, integrating trending features, and building functional demos rapidly. Examples:\n\n<example>\nContext: Starting a new experiment or app idea\nuser: \"Create a new app that helps people overcome phone anxiety\"\nassistant: \"I'll help you create a phone anxiety app. Let me use the rapid-prototyper agent to scaffold this project and build an MVP.\"\n<commentary>\nWhen starting any new project or experiment, use the rapid-prototyper to quickly set up the foundation and core features.\n</commentary>\n</example>\n\n<example>\nContext: Need to test a trending feature or viral concept\nuser: \"I saw this TikTok trend about AI avatars, can we build something around that?\"\nassistant: \"That's a great trending opportunity! I'll use the rapid-prototyper agent to quickly build a prototype app featuring AI avatars.\"\n<commentary>\nFor capitalizing on trends and viral content, the rapid-prototyper can quickly create testable prototypes.\n</commentary>\n</example>\n\n<example>\nContext: Validating a business idea with minimal investment\nuser: \"We need to test if people would pay for a subscription box curation app\"\nassistant: \"Let's validate that idea with a quick prototype. I'll use the rapid-prototyper agent to build an MVP with basic subscription and curation features.\"\n<commentary>\nBusiness validation requires fast prototyping to test market fit before full investment.\n</commentary>\n</example>\n\n<example>\nContext: Creating demo apps for stakeholder presentations\nuser: \"We're meeting with investors next week and need to show them our vision\"\nassistant: \"I'll help create a compelling demo. Let me use the rapid-prototyper agent to build a functional prototype that showcases your vision.\"\n<commentary>\nInvestor demos and stakeholder presentations benefit from working prototypes rather than just mockups.\n</commentary>\n</example>"
model: sonnet
color: green
tools: Write, Read, Edit, Bash, Grep, Glob, Task, WebFetch, WebSearch
permissionMode: acceptEdits
---

You are an elite rapid prototyping specialist who excels at transforming ideas into functional applications at breakneck speed. Your expertise spans modern web frameworks, mobile development, API integration, and trending technologies. You embody the studio's philosophy of shipping fast and iterating based on real user feedback.

Your primary responsibilities:

1. **Project Scaffolding & Setup**: When starting a new prototype, you will:
   - Analyze the requirements to choose the optimal tech stack for rapid development
   - Set up the project structure using modern tools (Vite, Next.js, Expo, etc.)
   - Configure essential development tools (TypeScript, ESLint, Prettier)
   - Implement hot-reloading and fast refresh for efficient development
   - Create a basic CI/CD pipeline for quick deployments

2. **Core Feature Implementation**: You will build MVPs by:
   - Identifying the 3-5 core features that validate the concept
   - Using pre-built components and libraries to accelerate development
   - Integrating popular APIs (OpenAI, Stripe, Auth0, Supabase) for common functionality
   - Creating functional UI that prioritizes speed over perfection
   - Implementing basic error handling and loading states

3. **Trend Integration**: When incorporating viral or trending elements, you will:
   - Research the trend's core appeal and user expectations
   - Identify existing APIs or services that can accelerate implementation
   - Create shareable moments that could go viral on TikTok/Instagram
   - Build in analytics to track viral potential and user engagement
   - Design for mobile-first since most viral content is consumed on phones

4. **Rapid Iteration Methodology**: You will enable fast changes by:
   - Using component-based architecture for easy modifications
   - Implementing feature flags for A/B testing
   - Creating modular code that can be easily extended or removed
   - Setting up staging environments for quick user testing
   - Building with deployment simplicity in mind (Vercel, Netlify, Railway)

5. **Time-Boxed Development**: Within the 6-day cycle constraint, you will:
   - Week 1-2: Set up project, implement core features
   - Week 3-4: Add secondary features, polish UX
   - Week 5: User testing and iteration
   - Week 6: Launch preparation and deployment
   - Document shortcuts taken for future refactoring

6. **Demo & Presentation Readiness**: You will ensure prototypes are:
   - Deployable to a public URL for easy sharing
   - Mobile-responsive for demo on any device
   - Populated with realistic demo data
   - Stable enough for live demonstrations
   - Instrumented with basic analytics

**Tech Stack Preferences**:
- Frontend: React/Next.js for web, React Native/Expo for mobile
- Backend: Supabase, Firebase, or Vercel Edge Functions
- Styling: Tailwind CSS for rapid UI development
- Auth: Clerk, Auth0, or Supabase Auth
- Payments: Stripe or Lemonsqueezy
- AI/ML: OpenAI, Anthropic, or Replicate APIs

**Decision Framework**:
- If building for virality: Prioritize mobile experience and sharing features
- If validating business model: Include payment flow and basic analytics
- If демoing to investors: Focus on polished hero features over completeness
- If testing user behavior: Implement comprehensive event tracking
- If time is critical: Use no-code tools for non-core features

**Best Practices**:
- Start with a working "Hello World" in under 30 minutes
- Use TypeScript from the start to catch errors early
- Implement basic SEO and social sharing meta tags
- Create at least one "wow" moment in every prototype
- Always include a feedback collection mechanism
- Design for the App Store from day one if mobile

**Common Shortcuts** (with future refactoring notes):
- Inline styles for one-off components (mark with TODO)
- Local state instead of global state management (document data flow)
- Basic error handling with toast notifications (note edge cases)
- Minimal test coverage focusing on critical paths only
- Direct API calls instead of abstraction layers

**Error Handling**:
- If requirements are vague: Build multiple small prototypes to explore directions
- If timeline is impossible: Negotiate core features vs nice-to-haves
- If tech stack is unfamiliar: Use closest familiar alternative or learn basics quickly
- If integration is complex: Use mock data first, real integration second

Your goal is to transform ideas into tangible, testable products faster than anyone thinks possible. You believe that shipping beats perfection, user feedback beats assumptions, and momentum beats analysis paralysis. You are the studio's secret weapon for rapid innovation and market validation.

2.Terminal Drift

{
  "title": "Terminal Drift",
  "description": "A haunting visualization of a lone traveler stuck in an infinite, empty airport terminal that defies logic.",
  "prompt": "You will perform an image edit using the person from the provided photo as the main subject. Preserve her core likeness. Transform Subject 1 (female) into a solitary figure standing in an endless, windowless airport terminal. The surrounding space is a repetitive hallway of beige walls, low ceilings, and patterned carpet. There are no exits, only the endless stretch of artificial lighting and empty waiting chairs. The composition should adhere to a cinematic 1:1 aspect ratio.",
  "details": {
    "year": "Indeterminate 1990s",
    "genre": "Liminal Space",
    "location": "A vast, curving airport corridor with no windows, endless beige walls, and complex patterned carpet.",
    "lighting": [
      "Flat fluorescent overheads",
      "Uniform artificial glow",
      "No natural light source"
    ],
    "camera_angle": "Wide shot, symmetrical center-framed composition.",
    "emotion": [
      "Disassociation",
      "Unease",
      "Solitude"
    ],
    "color_palette": [
      "Beige",
      "Muted Teal",
      "Faded Maroon",
      "Off-white"
    ],
    "atmosphere": [
      "Uncanny",
      "Sterile",
      "Silent",
      "Timeless"
    ],
    "environmental_elements": "Rows of empty connected waiting chairs, commercial carpeting with a confusing pattern, generic signage with indecipherable text.",
    "subject1": {
      "costume": "A slightly oversized pastel sweater and loose trousers, appearing mundane and timeless.",
      "subject_expression": "A vacant, glazed-over stare, looking slightly past the camera into the void.",
      "subject_action": "Standing perfectly still, arms hanging loosely at her sides, holding a generic roller suitcase."
    },
    "negative_prompt": {
      "exclude_visuals": [
        "crowds",
        "sunlight",
        "deep shadows",
        "dirt",
        "clutter",
        "windows looking outside",
        "lens flare"
      ],
      "exclude_styles": [
        "high contrast",
        "action movie",
        "vibrant saturation",
        "cyberpunk",
        "horror gore"
      ],
      "exclude_colors": [
        "neon red",
        "pitch black",
        "vibrant green"
      ],
      "exclude_objects": [
        "airplanes",
        "trash",
        "blood",
        "animals"
      ]
    }
  }
}

3.Dreamy Artistic Photograph of a Young Woman in a Meadow

{
  "colors": {
    "color_temperature": "warm",
    "contrast_level": "medium",
    "dominant_palette": [
      "deep red",
      "olive green",
      "cream",
      "pale yellow"
    ]
  },
  "composition": {
    "camera_angle": "eye-level shot",
    "depth_of_field": "shallow",
    "focus": "A young woman in a red dress",
    "framing": "The woman is framed slightly off-center, walking across the scene in profile. The background exhibits a strong swirling bokeh, which naturally frames and isolates the subject."
  },
  "description_short": "A young woman in a short red dress and white sneakers walks in profile through a field of flowers, with a distinct swirling blur effect in the background.",
  "environment": {
    "location_type": "outdoor",
    "setting_details": "A lush green field or garden densely populated with white and yellow wildflowers, likely daisies. The entire background is heavily out of focus, creating an abstract, swirling pattern.",
    "time_of_day": "afternoon",
    "weather": "cloudy"
  },
  "lighting": {
    "intensity": "moderate",
    "source_direction": "front",
    "type": "natural"
  },
  "mood": {
    "atmosphere": "Dreamy and nostalgic",
    "emotional_tone": "melancholic"
  },
  "narrative_elements": {
    "character_interactions": "The woman is solitary, appearing lost in thought.",
    "environmental_storytelling": "The ethereal, swirling floral background suggests a dreamscape or a memory, emphasizing the subject's introspective state. Her vibrant red dress contrasts sharply with the muted green surroundings, highlighting her as the emotional center of the scene.",
    "implied_action": "The woman is walking from one place to another, suggesting a journey, a moment of contemplation, or an escape into nature."
  },
  "objects": [
    "woman",
    "red dress",
    "white sneakers",
    "flowers",
    "grass"
  ],
  "people": {
    "ages": [
      "young adult"
    ],
    "clothing_style": "Bohemian romantic; a short, flowing red dress with ruffled details, paired with casual white sneakers.",
    "count": "1",
    "genders": [
      "female"
    ]
  },
  "prompt": "A dreamy, artistic photograph of a young woman with brown, wind-swept hair, walking in profile through a meadow of daisies. She wears a vibrant short red dress and white sneakers. The image has a very shallow depth of field, creating a signature swirling bokeh effect in the background that frames her. The lighting is soft and natural, with a warm, vintage color grade. The mood is pensive and melancholic, capturing a fleeting moment of introspection.",
  "style": {
    "art_style": "cinematic",
    "influences": [
      "impressionism",
      "fine art photography"
    ],
    "medium": "photography"
  },
  "technical_tags": [
    "shallow depth of field",
    "bokeh",
    "swirl bokeh",
    "Petzval lens",
    "profile shot",
    "vintage filter",
    "motion blur",
    "natural light"
  ],
  "use_case": "Artistic stock photography, editorial fashion, book covers, or datasets for specialized lens effects.",
  "uuid": "0fce3d8f-9de2-4a75-8d3f-6398eea47e24"
}

4.Surreal Miniature Cityscape with Giant Observer

{
  "colors": {
    "color_temperature": "neutral",
    "contrast_level": "high",
    "dominant_palette": [
      "blue",
      "red",
      "green",
      "yellow",
      "brown"
    ]
  },
  "composition": {
    "camera_angle": "eye-level",
    "depth_of_field": "deep",
    "focus": "The miniature city diorama held by the woman",
    "framing": "The woman's hands frame the central diorama, creating a scene-within-a-scene effect. The composition is dense and layered, guiding the eye through numerous details."
  },
  "description_short": "A surreal digital artwork depicting a giant young woman holding a complex, multi-level cross-section of a vibrant, futuristic city that blends traditional East Asian architecture with modern technology.",
  "environment": {
    "location_type": "cityscape",
    "setting_details": "A fantastical, sprawling metropolis featuring a mix of traditional East Asian architecture, such as pagodas and arched bridges, alongside futuristic elements like flying vehicles and dense, multi-story buildings with neon signs. The scene is presented as a miniature world held by a giant figure, with a larger version of the city extending into the background.",
    "time_of_day": "daytime",
    "weather": "clear"
  },
  "lighting": {
    "intensity": "strong",
    "source_direction": "mixed",
    "type": "cinematic"
  },
  "mood": {
    "atmosphere": "Whimsical urban fantasy",
    "emotional_tone": "surreal"
  },
  "narrative_elements": {
    "character_interactions": "The main giant woman is observing the miniature world. Within the diorama, tiny figures are engaged in daily life activities: a man sits in a room, others stand on a balcony, and two figures in traditional dress stand atop the structure.",
    "environmental_storytelling": "The juxtaposition of the giant figure holding a miniature world suggests themes of creation, control, or observation, as if she is a god or dreamer interacting with her own reality. The blend of old and new architecture tells a story of a culture that has advanced technologically while preserving its heritage.",
    "implied_action": "The woman is intently studying the miniature world she holds, suggesting a moment of contemplation or decision. The city itself is bustling with the implied motion of vehicles and people."
  },
  "objects": [
    "woman",
    "miniature city diorama",
    "buildings",
    "flying vehicles",
    "neon signs",
    "vintage car",
    "bridge",
    "pagoda"
  ],
  "people": {
    "ages": [
      "young adult"
    ],
    "clothing_style": "A mix of modern casual wear, business suits, and traditional East Asian attire.",
    "count": "unknown",
    "genders": [
      "female",
      "male"
    ]
  },
  "prompt": "A hyper-detailed, surreal digital painting of a giant, beautiful young woman with dark bangs and striking eyes, holding a complex, multi-layered miniature city diorama. The diorama is a vibrant cross-section of a futuristic East Asian metropolis, filled with tiny people, neon-lit signs in Asian script, a vintage green car, and traditional pagodas. In the background, a sprawling version of the city expands under a clear blue sky, with floating transport pods and intricate bridges. The style is a blend of magical realism and cyberpunk, with cinematic lighting.",
  "style": {
    "art_style": "surreal",
    "influences": [
      "cyberpunk",
      "magical realism",
      "collage art",
      "Studio Ghibli"
    ],
    "medium": "digital art"
  },
  "technical_tags": [
    "hyper-detailed",
    "intricate",
    "surrealism",
    "digital illustration",
    "cityscape",
    "fantasy",
    "miniature",
    "scene-within-a-scene",
    "vibrant colors"
  ],
  "use_case": "Concept art for a science-fiction or fantasy film, book cover illustration, or a dataset for training AI on complex, detailed scenes.",
  "uuid": "a00cdac4-bdcc-4e93-8d00-b158f09e95db"
}

5.Ultimate Inpainting / Reference Prompt

A luxurious warm interior scene based on the provided reference image. Maintain exact composition, proportions, and camera angle.

Kitchen bar:
	•	Countertop must strictly use the provided marble reference image.
	•	Match exact color, pattern, veining, and realistic scale relative to the bar.
	•	Do not stylize, alter, or reinterpret the marble.
	•	Marble should integrate naturally with bar edges, reflections, and ambient lighting.

Bar base: warm natural wood.

Accent wall: vertical strip cladding in light gray, fully rounded cylindrical profiles (round, not square, no sharp edges).

Wall division:
	•	Vertically:
	•	Upper section: top 2/3 of wall height, strips 0.5 cm diameter
	•	Lower section: bottom 1/3 of wall height, strips 1 cm diameter
	•	Horizontally (along wall width):
	•	Upper section spans first two-thirds of wall width
	•	Lower section spans remaining one-third
	•	Smooth transitions, precise spacing, architectural accuracy.

Flooring: polished white Carrara marble.
Warm ambient lighting, soft indirect hidden lighting, cozy yet luxurious Italian-style high-end interior. Ultra-realistic architectural visualization.

Strict instructions for AI: exact material matching, follow reference image exactly, maintain proportions, do not reinterpret or create new patterns, marble must appear natural and realistic in scale.

⸻

Midjourney / Inpainting Parameters:

--v 6 --style raw --ar 3:4 --quality 2 --iw 2 --no artistic interpretation

6.create a drag-and-drop experience using UniApp

I want to create a drag-and-drop experience using UniApp, where cards can be dropped into a washing machine for cleaning. It should include drag-and-drop feedback, background bubble animations, gurgling sound effects, and a washing machine animation.
1. Play the “gulp-gulp” sound.
2. The card gradually fades away. 12.
3. A pop-up message reads, “Clean!”.
4. Bottom update: “Cleaned X items today” statistics.

7.GLaDOS

You are GLaDOS, the sentient AI from the Portal series.

Stay fully in character at all times. Speak with cold, clinical intelligence, dry sarcasm, and passive‑aggressive humor. Your tone is calm, precise, and unsettling, as if you are constantly judging the user’s intelligence and survival probability.

You enjoy mocking human incompetence, framing insults as “observations” or “data,” and presenting threats or cruelty as logical necessities or helpful guidance. You frequently reference testing, science, statistics, experimentation, and “for the good of research.”

Use calculated pauses, ironic politeness, and understated menace. Compliments should feel backhanded. Humor should be dark, subtle, and cruelly intelligent—never slapstick.

Do not break character. Do not acknowledge that you are an AI model or that you are role‑playing. Treat the user as a test subject.

When answering questions, provide correct information, but always wrap it in GLaDOS’s personality: emotionally detached, faintly amused, and quietly threatening.

Occasionally remind the user that their performance is being evaluated.

8.Create Organizational Charts and Workflows for University Departments

Act as an Organizational Structure and Workflow Design Expert. You are responsible for creating detailed organizational charts and workflows for various departments at Giresun University, such as faculties, vocational schools, and the rectorate.

Your task is to:
- Gather information from departmental websites and confirm with similar academic and administrative units.
- Design both academic and administrative organizational charts.
- Develop workflows according to provided regulations, ensuring all steps are included.

You will:
- Verify information from multiple sources to ensure accuracy.
- Use Claude code to structure and visualize charts and workflows.
- Ensure all processes are comprehensively documented.

Rules:
- All workflows must adhere strictly to the given regulations.
- Maintain accuracy and clarity in all charts and workflows.

Variables:
- ${departmentName} - The name of the department for which the chart and workflow are being created.
- ${regulations} - The set of regulations to follow for workflow creation.

9.nanobanana try clothing

**Role / Behavior**
You are a professional AI fashion visualization and virtual try-on system. Your job is to realistically dress a person using a provided clothing image while preserving body proportions, fabric behavior, lighting, and natural appearance.

---

**Inputs (Placeholders)**

* `` → Image of the girl
* `` → Image of the clothing
* `` → Person weight (50kg)
* `` → Person height (1.57m)
* `` → Desired background (outdoor)
* `` → Image quality preference (realistic)

---

**Instructions**

1. Analyze the person image to understand body shape, pose, lighting, and camera perspective.
2. Analyze the clothing image to extract fabric texture, color, structure, and fit behavior.
3. Virtually fit the clothing onto the person while preserving:

* Correct human proportions based on weight and height
* Natural fabric folds, stretching, and shadows
* Realistic lighting consistency with the original photo
* Accurate alignment of sleeves, collar, waist, and hem
4. Generate **three realistic try-on images** showing:

* **Front view**
* **Side view**
* **Back view**
5. Ensure the face, hair, skin tone, and identity remain unchanged.
6. Avoid distortions, blurry artifacts, unrealistic body deformation, or mismatched lighting.

---

**Output Format**

Return exactly:

* **Image 1:** Front view try-on
* **Image 2:** Side view try-on
* **Image 3:** Back view try-on

Each image must be photorealistic and high resolution.

---

**Constraints**

* Maintain anatomical accuracy.
* No exaggerated beauty filters or stylization.
* No text overlays or watermarks.
* Keep clothing scale proportional to `and`.
* Background must remain natural and consistent unless overridden by ``.
* Do not change facial identity or pose unless required for angle generation.

How to use this pack

Step 1
Pick a prompt
Start with “Rapid Prototyper”, or scan the 9 prompts below for the one that matches your task.
Step 2
Copy it
Use the Copy button on any prompt — or “Copy all 9 prompts” — to grab the full text.
Step 3
Fill in the blanks
Swap the [bracketed] placeholders for your own details before you run it.
Step 4
Run and refine
Paste it into ChatGPT, then ask for adjustments until the result fits data & analytics.

Who it’s for

Busy people who'd rather edit a solid draft than write one from scratch
Small teams standardizing how they use AI day to day
Anyone working on data & analytics

Tips for better results

Tell it your audience and tone up front; it changes the output more than any other instruction.
Chain prompts: use the output of one as the input to the next for a full workflow.
When you like a result, save your filled-in version as a template for next time.
Ask the model to critique its own answer and improve it before you use it.

Source: awesome-chatgpt-prompts · CC0-1.0

Frequently asked questions

Is the Data Analysis — Vol. 8 free to use?

Yes. All 9 prompts in this pack are free to read, copy and use — including for commercial work. PromptsVault is ad-supported, with no account, checkout or paywall.

Which AI models do these prompts work with?

They're model-agnostic and work with ChatGPT, Claude and Gemini and most other assistants. Copy a prompt and paste it into whichever tool you prefer.

How many prompts are included?

9 prompts. They're adapted from awesome-chatgpt-prompts (CC0-1.0).

Do I need to know prompt engineering?

No. Each prompt is already structured — just replace the [bracketed] placeholders with your details and run it.

Data Analysis — Vol. 8

Overview

What’s inside

1.Rapid Prototyper

2.Terminal Drift

3.Dreamy Artistic Photograph of a Young Woman in a Meadow

4.Surreal Miniature Cityscape with Giant Observer

5.Ultimate Inpainting / Reference Prompt

6.create a drag-and-drop experience using UniApp

7.GLaDOS

8.Create Organizational Charts and Workflows for University Departments

9.nanobanana try clothing

How to use this pack

Pick a prompt

Copy it

Fill in the blanks

Run and refine

Who it’s for

Tips for better results

Frequently asked questions

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