Most people never see what AI is actually capable of.
Prompt Calibrator™ v0.5.2by 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 stakeholder.
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
Hypothesis validation
Problem structuring
04
Who is the audience?
Multi-select · or write your own below
Internal team
Client-facing
Executive stakeholder
Technical & Non-technical
Cross-functional
05
Where are you in the work?
Single-select · or write your own below
Exploratory / hypothesis forming
Mid-project analysis
Synthesizing findings
Final deliverable / client-ready
Internal review / stress test
06
What are you starting from?
Single-select · or write your own below
Starting from scratch
Working from a dataset
Have a brief or transcript
Refining a previous draft
Responding to feedback
Fine-tune your output
07
Any specific challenge to flag?
Multi-select · or write your own below
Conflicting data sources
Skeptical stakeholders
Translating analysis to strategy
Mixed audience
Tight deadline
Competing hypotheses
08
Tone
Single-select · or write your own below
Concise
Detailed
Formal
Conversational
No jargon
09
Format
Single-select · or write your own below
Bullet points
Step-by-step
Prose
Use examples
Slide-ready
10
Constraints
Anything the AI should know or avoid
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
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
Science
Biology
Chemistry
Physics
English / ELA
History / Social Studies
Art
Music
04
Where are you in the work?
Single-select · or write your own below
Starting from scratch
Adapting existing material
Refining a draft
Responding to feedback
Preparing for an event
05
What are you starting from?
Single-select · or write your own below
No prior material
Textbook / curriculum standard
Student's draft or work
Previous lesson / resource
Teacher's notes / outline
06
Any practical constraints?
Multi-select · or write your own below
Limited resources
Large class size
Time-constrained
Trauma-informed
Test prep aligned
Remote / hybrid
Fine-tune your output
07
Any specific challenge to flag?
Multi-select · or write your own below
Disengaged students
Learning gaps
Hard to differentiate
Sensitive topic
Difficult parent communication
Upcoming observation
8a
Tone
Single-select
Concise
Detailed
Formal
Conversational
Warm & encouraging
8b
Format
Single-select
Bullet points
Step-by-step
Prose
Template
Handout ready
09
Constraints
Anything the AI should know or avoid
Core Setup
01
What are you working on?
Multi-select · or write your own below
Write a first draft
Improve my draft
Write headlines / hooks
Brainstorm angles
Repurpose content
Critique my work
Write a brief
02
What type of content?
Single-select · or write your own below
Blog / Article
Social media
Email / Newsletter
Ad copy / Campaign
Video / Podcast script
Creative fiction
Product / Marketing copy
Pitch / Proposal
03
Who is the audience and where does this live?
Multi-select · or write your own below
Channel / Platform
Website / Blog
Instagram
LinkedIn
Email
YouTube
TikTok
Twitter / X
Audience Type
General audience
Industry professionals
Customers / consumers
Decision-makers
Niche community
04
Where are you in the work?
Single-select · or write your own below
Blank page
Have a brief / concept
Have a rough draft
Polishing final draft
Repurposing content
05
What are you starting from?
Single-select · or write your own below
No prior content
Have a brief
Have a draft
Have reference content
Have brand guidelines
06
What's the voice and tone?
Multi-select · or write your own below
Conversational
Witty / Playful
Authoritative
Inspiring
Direct / No-fluff
Warm / Human
Storytelling
Fine-tune your output
07
Any specific challenge to flag?
Multi-select · or write your own below
Blank page paralysis
Unclear angle / hook
Too much to say
Needs to stand out
Must preserve my voice
Strict word limit
08
Output format
Single-select · or write your own below
Full draft
Outline only
Multiple variations
Annotated draft
Opening options
09
Constraints
Anything the AI should know or avoid
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
Where are you in the work?
Single-select · or write your own below
Starting fresh
Have rough notes / ideas
Mid-draft
Have a complete draft
Received feedback to address
Exam / defense prep
05
What are you starting from?
Single-select · or write your own below
Nothing yet
Course readings / materials
My own notes / outline
Partial draft
Professor feedback
06
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
Fine-tune your output
07
Any specific challenge to flag?
Multi-select · or write your own below
Argument not holding
Can't synthesize sources
Topic too broad
Time pressure
Unclear requirements
New assignment type
8a
Tone
Single-select
Direct & rigorous
Concise
Detailed
Conversational
8b
Format
Single-select
Bullet points
Step-by-step
Prose
Annotated feedback
Use examples
09
Anything else?
Extra context or things AI should avoid
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.
Select options above to see your inputs summarised here.
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 — Consulting, 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.
Loading form...
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 uses 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.