Most people never see what AI is actually capable of.
Prompt Calibrator™ v0.5.1by Adrian Wang
How it works|Fill in the fields➡️Copy your prompt➡️Paste into any AI you use
Choose your mode
⚡ See why it matters
Now it’s your turn. ⬇️
Core Setup
01
What's your task today?
Multi-select · or write your own below
Analyze data
Build deck
Draft email
Draft framework
Present findings
Summarize findings
Write recommendations
02
What role should AI play?
Single-select · or write your own below
Business Strategist
Critical Reviewer
Executive Coach
Senior Analyst
Thought Partner
Writing Coach
03
Tell AI about the client or audience.
Multi-select · avoid using real names
Industry
Retail
Healthcare
Foodservice
CPG
Logistics
Manufacturing
Situation
Business review
Campaign analysis
Data-driven storytelling
Kickoff planning
New product launch
Performance review
04
Any other context AI should know?
Multi-select · or write your own below
Executive audiences
Non-technical audiences
Early-stage thinking
First draft
Final deliverable
Supported by data
Fine-tune your output
5a
Tone
Single-select
Concise
Detailed
Formal
Conversational
No jargon
5b
Format
Single-select
Bullet points
Step-by-step
Prose
Use examples
Slide-ready
06
Constraints
Anything the AI should know or avoid
Tier 1 — Core Setup
01
What are you working on?
Multi-select · or write your own below
Lesson plan
Rubric
Parent email
Student feedback
Counseling resource
Personalized learning
Class activity
02
What's your role?
Single-select · or write your own below
Classroom teacher / professor
Subject specialist
School counselor
Curriculum designer
Special education teacher
03
Tell AI about your classroom and situation
Multi-select · avoid names or identifying details
Grade Level
Elementary (K–5)
Middle school
High school
Post-secondary
Class Situation
Mixed ability
Advanced / gifted
Needs extra support
Students with accommodations
English language learners
Subject
Math
Physics
Chemistry
English / ELA
History
Art
04
Any other context AI should know?
Multi-select · or write your own below
Limited resources
Large class size
Time-constrained
Trauma-informed
Test prep aligned
Remote / hybrid
Tier 2 — Fine-tune your output
5a
Tone
Single-select
Concise
Detailed
Formal
Conversational
Warm & encouraging
5b
Format
Single-select
Bullet points
Step-by-step
Prose
Template
Handout ready
06
Constraints
Anything the AI should know or avoid
Tier 1 — Core Setup
01
What do you need help with?
Multi-select · or write your own below
Understand a concept
Brainstorm ideas
Outline assignment
Review draft
Study for a test
Get unstuck on a problem
Understand requirements
02
How should AI support you?
Single-select · pick how you want to be supported
Explain it to me
Ask me questions
Give me critical feedback
Quiz me
Check my work
Understand feedback
Thinking partner
03
Tell AI about your assignment.
Multi-select · or write your own below
Subject
English / ELA
History
Math
Chemistry
Physics
Foreign language
Art
Grade Level
Middle school
High school
Assignment Type
Essay / Research paper
Problem set
Presentation
Creative writing
Reflective journal entry
Lab report
Reading response
04
Any academic guardrails AI should know?
Multi-select · or write your own below
No answers / spoilers
Cite sources
Keep it basic
Word / page limit
My own voice
AI-restricted assignment
Tier 2 — Fine-tune your output
5a
Tone
Single-select
Concise
Detailed
Conversational
Patient & encouraging
5b
Format
Single-select
Bullet points
Step-by-step
Prose
Use examples
06
Anything else?
Extra info or things AI should avoid
Tier 1 — Core Setup
01
What do you need help with?
Multi-select · or write your own below
Understand a concept
Develop a thesis / argument
Outline a paper
Review my draft
Prep for exam / defense
Engage with a source
Get unstuck
02
How should AI support you?
Single-select · pick how you want to be supported
Explain it to me
Ask me questions
Give me critical feedback
Quiz me
Thinking partner
Peer reviewer
03
Tell AI about your coursework.
Multi-select · or write your own below
Field
Business / Econ
STEM
Social Sciences
Humanities
Law / Policy
Health Sciences
Arts & Design
Education
Major
Finance
Accounting
Marketing
Economics
Management
Supply Chain / Ops
Computer Science
Data Science
Mathematics
Biology
Chemistry
Physics
Engineering
Psychology
Sociology
Political Science
Communications
Anthropology
History
Philosophy
Literature / English
Linguistics
Pre-law / Law
Public Policy
International Relations
Nursing
Public Health
Pre-med / Medicine
Fine Arts
Architecture
Graphic Design
Film & Media
Education / Teaching
Educational Psychology
Curriculum & Instruction
Level
Undergrad
Master's
PhD / Doctoral
Assignment Type
Research paper / Essay
Literature review
Problem set
Lab report
Case study
Thesis / Dissertation
Presentation
Coding / Technical project
Reflection / Response paper
04
Any academic guardrails AI should know?
Multi-select · or write your own below
No answers / spoilers
Cite sources
My own voice
AI-restricted assignment
Word / page limit
Flag weak arguments
Keep it rigorous
Tier 2 — Fine-tune your output
5a
Tone
Single-select
Direct & rigorous
Concise
Detailed
Conversational
5b
Format
Single-select
Bullet points
Step-by-step
Prose
Annotated feedback
Use examples
06
Anything else?
Extra context or things AI should avoid
Agency
Generated Prompt
Paste into any AI you use
Your prompt will appear here as you fill in the fields above. No data is collected — your inputs stay in your browser and go nowhere else.
Task
AI Role
Client
Context
Style
Task
Role
Students
Context
Style
Task
AI Mode
Assignment
Constraints
Style
Task
AI Mode
Coursework
Guardrails
Style
What Is This & How It Works
Why this tool exists, and how to get the most out of it.
Why this exists
Asking AI a vague question is like texting someone "help me" with no explanation — it wants to help, it just can't. This tool helps you give AI exactly what it needs to respond the way you actually need it to.
How to use it
01
Pick your mode
Choose the context that fits you — Agency, Education, Student, or Creative. Each mode surfaces the fields that actually matter for your situation.
02
Click chips or type your own
Select pre-built options with one click, or write a custom sentence in the text field below each section. Mix and match — both inputs combine into the final prompt. Skip if the section doesn't apply.
03
Copy and paste into any AI
Your structured prompt builds in real time on the right. Hit Copy and paste it directly into ChatGPT, Claude, Gemini — any AI you use.
See an example
A real scenario — loaded into the form for you.
Give Your Feedback
Takes ~2 minutes. Your input directly shapes what gets built next. Please use this link if the google form is missing.
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The idea behind Prompt Calibrator
What makes this tool different — and why it was built this way.
01
Think before you ask
Most people open AI and type whatever comes to mind.
This tool slows that down — on purpose.
A few simple fields help you clarify what you actually want.
02
Prompts are situational
A teacher, a consultant, and a student don't need the same prompt.
Each mode highlights the fields that matter for that situation — instead of giving everyone a generic template.
03
AI shouldn't write your prompt
Many tools use AI to generate prompts for you.
Prompt Calibrator doesn't.
AI should answer your prompt — not write it. Your thinking stays in the loop.
04
Private by design
Everything runs in your browser.
No login. No storage. No tracking of what you write.
Your ideas and prompts stay on your device.
05
Build prompt literacy
The goal isn't just one good prompt. It's learning how to structure your thinking before talking to AI — until it becomes a habit.
Data & Privacy
How this tool handles your information.
01
Your prompts never leave your browser
All prompt generation runs entirely client-side. Nothing you type is stored, transmitted, or collected — by design.
02
No account, no sign-up, anonymous use
There is no login, no profile, and no way to identify you. You are anonymous by design.
03
Anonymous usage analytics
This tool will use Google Analytics to understand general usage patterns — no personal data, no cross-site tracking.
04
Optional feedback form
The feedback form is entirely optional and powered by Google Forms. No email required.
This tool is built to respect your privacy, and will stay that way.