AI / A CONCEPT NOTE
User Prompt
the question or task from the end user
Overview · mechanism
pitfall · examples
01 / THE SHORT VERSION
The idea in a few sentences.
The specific query, command, or context block typed by the user. Prompt engineering optimizes this input text to extract accurate, structured answers from the model.
02 / FOLLOW THE MECHANISM
How user prompt flows
Prompt write
user writes request: 'Format this data as a table.'
Parsing
client app clean text, attaching context metadata.
Generation
LLM processes prompt input, producing target output.
04 / COMMAND NOTES
Read the command, then the result.
Inspect the flags and arguments before trying an example. Snippets can need local setup, replacement values, or resources in your own environment.
open local prompt engineering testing dashboard
promptfoo view05 / CHECK YOURSELF
Could you explain User Prompt to a teammate?
Try it out loud in two sentences: what it is, and the one detail that changes the picture. If you stall, the gap is the part to reread.
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