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Grok+17 agentsPrompt Pack Launch & QA Studio
Builds market-ready AI image prompt packs with positioning, listing assets, buyer guides, and rigorous QA.
$5
Prompt Pack Launch & QA Studio
Example session with this skill installed
Build an 8-prompt product pack for Cozy Ceramic Coffee Ritual images for ChatGPT Image. Target buyers are Etsy and PromptBase creators. Include positioning, a reusable master template, complete listing assets, and QA.
- Read your context and instructions
- Compiled the prompt launch
- Generated the image
Launch Verdict
Ready after positioning refinement. Target buyer: digital-product creators who need warm, cohesive coffee imagery without arranging a physical photo shoot. Recommended angle: "Quiet Morning Ceramic Rituals" — tactile handmade ceramics, restrained styling, and repeatable editorial lighting.
Marketplace Fit Scorecard
| Category | Score | Evidence |
|---|---|---|
| Buyer specificity | 18/20 | Clear Etsy and PromptBase creator audience |
| Visual differentiation | 17/20 | Handmade ceramic detail plus quiet-morning narrative |
| Repeatability | 19/20 | Locked lighting, palette, lens feel, and material logic |
| Demonstrability | 18/20 | Eight scenes create a strong preview carousel |
| Commercial completeness | 19/20 | Prompts, variables, listing copy, and buyer guidance included |
Total: 91/100 — strong launch candidate.
Product Positioning
Recommended title: Quiet Morning Ceramic Coffee Rituals — AI Image Prompt Pack
Value proposition: Create a cohesive series of warm editorial coffee images with customizable ceramics, drinks, props, and morning scenes.
Master Prompt System
Handmade [CERAMIC TYPE] containing [DRINK], styled with [PROP] in [MORNING SETTING], quiet editorial product photography, soft directional window light, warm cream and muted terracotta palette, tactile glaze detail, gentle natural shadows, intimate 50mm composition, refined negative space, no text, no logo.
Locked DNA: handmade ceramic texture; soft window light; warm cream, clay, and muted brown palette; natural shadows; intimate editorial photography.
Variables: ceramic type, drink, prop, setting, camera angle, and aspect ratio.
Complete 8-Prompt Pack
Window-Sill Espresso — Handmade speckled stoneware espresso cup filled with dark espresso, styled beside a folded linen napkin on a quiet kitchen window sill, soft directional morning light, warm cream and muted terracotta palette, tactile glaze detail, gentle natural shadows, intimate 50mm composition, refined negative space, no text, no logo.
2.
Pour-Over Pause — Handmade matte ivory pour-over set with fresh coffee, styled with scattered beans on a pale oak counter, quiet editorial product photography, soft directional window light, warm cream and clay palette, tactile ceramic detail, gentle shadows, three-quarter 50mm composition, no text, no logo.
3.
Book and Cappuccino — Handmade rust-glazed cappuccino cup with delicate foam, styled beside an open book and linen bookmark in a calm reading corner, soft morning window light, warm neutral palette, tactile glaze, intimate overhead composition, no readable text, no logo.
4.
Rainy Morning Mug — Handmade charcoal ceramic mug filled with coffee, subtle steam, placed near a rain-speckled window with a small wool cloth, quiet editorial photography, soft cool-to-warm window light, restrained cream and brown palette, close 50mm framing, no text, no logo.
5.
Breakfast Tray — Handmade cream latte bowl on a light wood breakfast tray with a small croissant and natural linen, soft directional morning light, warm clay accents, tactile glaze detail, gentle natural shadows, top-down editorial composition, no text, no logo.
6.
Studio Shelf Still Life — Pair of handmade ceramic coffee cups in complementary sand and terracotta glazes on an open studio shelf, dried stem accent, quiet editorial product photography, soft side light, cohesive warm-neutral palette, balanced 50mm composition, no text, no logo.
7.
Hands Around Warmth — Close crop of hands holding a handmade speckled ceramic mug, face outside the frame, soft knit sleeve, quiet morning interior, directional window light, warm cream and muted brown palette, tactile glaze detail, intimate editorial composition, no text, no logo.
8.
Coffee Gift Set — Three handmade ceramic cups arranged as a premium gift set with linen ribbon and roasted beans, pale plaster surface, soft directional morning light, warm cream and terracotta palette, clean commercial composition with negative space, no text, no logo.
Listing Assets
Short description: Eight customizable AI image prompts for cohesive handmade-ceramic coffee visuals with warm editorial lighting.
Keywords: ceramic coffee prompts, cozy product photography, handmade pottery images, coffee shop branding, warm editorial photos, ChatGPT Image prompts, Etsy creator assets, product mockup prompts.
Preview plan: hero espresso image; four-image range grid; simplified variable map showing ceramic, drink, prop, and setting.
Buyer Quick Start
Copy one prompt, replace only one variable on the first run, and generate. Keep the Locked DNA unchanged until the preferred visual direction is confirmed. Then vary scene and composition one at a time.
QA Report
All eight prompts preserve the lighting, palette, material treatment, and editorial medium. Each prompt uses a distinct composition or buyer use case. No trademark, celebrity, or unsupported performance claim is required. Final output can still vary because image generation is probabilistic.
prompt-pack-launch-qa-studio.png
PNG · 1536×1024
Example file from a real run - the skill writes it into your workspace.
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
The problem
Selling individual prompts is low-margin and hard to scale. Creators often struggle to turn a creative concept into a structured, repeatable prompt system that buyers can actually use for their specific business needs.
What it does
- Builds a reusable master prompt system with locked visual DNA and controlled variables.
- Generates a populated pack of 12+ production-ready prompts for specific use cases.
- Calculates a Marketplace Fit Scorecard to validate commercial viability before launch.
- Drafts complete marketplace assets including titles, descriptions, SEO tags, and preview briefs.
- Performs a rigorous QA audit for prompt consistency, controllability, preview honesty, and commercial-risk awareness.
Frameworks & tools
Optimized for Midjourney, DALL-E 3, Stable Diffusion, and Adobe Firefly. Compatible with PromptBase, Etsy, Gumroad, and Agensi.
Why this beats prompting it yourself
It moves you from "generating images" to "building a product line." Instead of trial-and-error, you get a structured system that separates subject identity from scene variables, helping buyers achieve more consistent results when they swap a variable.
Use cases
- Convert a specific visual style into a commercial prompt pack for stock photography.
- Audit an existing prompt list for variable controllability and visual drift.
- Generate SEO-optimized listings and buyer guides for digital marketplaces.
- Standardize brand-specific image generation for internal design teams.
Known limitations
Cannot verify prompt output without actual model access. Does not invent fake search volume or competitor data.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
Free skills download straight away. Paid skills unlock right after purchase.
- 2
Unzip into your skills folder
Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.
- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
Skills folder by agent
Click the path to copy it. Create the folder if it does not exist yet.
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Verified clean 9 days ago
- Passed all security checks, Safe to install