The Prompt Library Framework provides professionals with structured, fill-in prompt templates that support consistent, on-brand outputs while encouraging creative exploration. Each template is designed to be reusable across AI platforms such as ChatGPT, Claude, Midjourney, Sora, Adobe Firefly, and ImagineArt.
Professionals are expected to customize each template with brand voice, audience intent, and project context, then refine through iteration.
(Brand, Product, Campaign Announcements)
These prompts help students generate launch-ready messaging that avoids hype, maintains clarity, and reflects intentional brand positioning.
Template: Brand or Product Launch Copy
You are a brand copywriter for a [brand type / industry].
Brand voice is [tone: calm, bold, playful, luxury, academic, etc.].
Target audience is [who this is for].
The product or project solves [core problem or need].
Write:
• A short launch headline (8–12 words)
• A supporting subheadline (1–2 sentences)
• A concise brand statement that communicates value without exaggeration
Avoid clichés, exaggerated claims, or sales-heavy language.
Tone should feel intentional, confident, and differentiated.
Example Output Use Case
Website homepage hero copy
Product launch page
Campaign announcement
Suggested Platforms
ChatGPT
Claude
(Buttons, Tooltips, Onboarding, Error States)
These prompts help students design human-centered microcopy that improves usability and trust.
Template: UX Microcopy System
You are designing UX microcopy for a digital experience.
The product tone is [tone].
User emotional state is [new, confused, excited, cautious, returning].
Create microcopy for:
• Primary CTA button
• Secondary CTA button
• Empty state message
• Friendly error message
• Short onboarding helper text
Constraints:
• Clear, concise, and human
• No jargon or hype
• Designed to reduce friction and build confidence
Example Output Use Case
App onboarding flows
Website forms
Interactive AI tools
Suggested Platforms
ChatGPT
Claude
Adobe Firefly (when paired with UI visuals)
(Concept Development, Visual Storytelling, Ideation)
These prompts are designed to help students move from vague ideas to distinct creative directions.
Template: Creative Direction Exploration
Act as a creative director and concept designer.
The theme is [concept or question].
The emotional tone should be [mood].
The audience is [who this is for].
Generate:
• 3 distinct creative directions
• A short visual description for each
• A suggested medium (image, video, interactive, campaign)
Each direction should feel meaningfully different, not variations of the same idea.
Example Output Use Case
Campaign ideation
AI video concepts
Visual storytelling projects
Suggested Platforms
ChatGPT
Sora (concept-to-video)
Midjourney / ImagineArt (visual exploration)
(Standing Out in a Crowded Market)
These prompts help students avoid generic AI outputs by anchoring differentiation.
Template: Differentiation & Positioning
You are positioning a project in a crowded category.
Category norms are [list common clichés or patterns].
This project intentionally avoids [what it is not].
Write:
• A positioning statement
• One sentence explaining what makes this different
• One sentence explaining who this is not for
Tone should feel confident, not defensive.
Example Output Use Case
Brand strategy decks
Portfolio explanations
Investor or stakeholder summaries
Suggested Platforms
ChatGPT
Claude
Template: Visual Prompt Scaffold
Create a visual that communicates [concept or idea].
Style is [cinematic, editorial, minimal, surreal, etc.].
Mood is [emotion].
Lighting is [soft, dramatic, natural, neon].
Composition is [wide shot, close-up, aerial, centered].
Avoid literal interpretation.
Focus on atmosphere, symbolism, and storytelling.
Suggested Platforms
Midjourney
ImagineArt
Sora
Adobe Firefly
Always customize tone, audience, and intent
Use prompts as starting points, not final answers
Iterate and refine—first outputs are drafts
Save and submit both prompts and outputs
Reflect on what changed between versions
For inclusion in the Touro AI Gallery, students must submit:
The final prompt(s) used
At least one iteration note explaining refinements
The final output
A short reflection on intent and differentiation
This reinforces that strong AI work comes from thoughtful prompting, not shortcuts.