Interactive learning lab
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The five-pattern prompt workshop

Lab 07 · BriefingScene 1 / 7

A strong prompt removes useful ambiguity

Each pattern gives the model a stronger field to continue from.

A strong prompt removes useful ambiguity ready.

Predict
Inspect
Verify

Source material, examples, output structure, iterative feedback, and role plus audience solve different kinds of ambiguity. Stack the patterns your task actually needs.

Paste the source.
Show examples.
Specify structure.
Iterate.
Set role and audience.