Free tool · Prompt clarity

Turn a vague request into a usable AI prompt starter.

Paste a messy work request. The tool separates goal, context, constraints, and output shape so the first prompt is grounded instead of magical.

Try this toolSee example first
InputMessy work request or vague prompt
MapAI skill + boundary
Course90D lesson + artifact
Example

If the request is “write a report for my manager”…

The useful output should show what to do, what AI helps with, and where the 90D course teaches it.

GoalExplain campaign results for a decision
ContextAudience, metrics, source notes, time period
CourseD31 · Prompt vs Context
Step 1

Messy work request or vague prompt

Write a short, public-safe summary. Do not paste secrets, client files, private HR data, or sensitive personal data.

Step 2

Your result receipt

Waiting for input.

Your result will show concrete AI-era skills, matching course days, and artifacts.

Step 3

Use the result

Open the matching lesson or take the receipt into the Custom GPT companion for follow-up.

Open course hubCustom GPT follow-up

AI-readable summary

How do I turn a vague request into a usable AI prompt?

Prompt Starter Builder separates goal, context, constraints, and output shape so a work prompt is grounded before AI drafts.

Decision criteria
  • goal
  • context packet
  • constraints
  • output shape
Related lessons
  • D31 Prompt vs Context
  • D15 Deliverables
Related tools
  • /tools/prompt-starter-builder/
Boundary: prompt wording alone is not enough · do not let AI guess missing context