TOPIC OVERVIEW · AI WORKSPACE
A good answer does not have to be everything at once.
Production, criticism and verification follow different rules. Three named roles make those differences useful.
The role card for your next project
Many tasks end up in the same chat: developing ideas, drafting text, challenging decisions and checking facts. It is convenient, but it mixes different kinds of work. When one answer is expected to move fast, be creative and verify itself at the same time, its quality becomes hard to judge. A better workspace separates three roles.
01 · WorkhorseTurns material into a usable first form.
02 · SparringFinds gaps, counterarguments and blind spots.
03 · Source checkSeparates support, uncertainty and open points.
KERNMETHODE
The role card
Define task, input, output and a stop rule for each role. A chat becomes a traceable sequence of work.
Create a draft, challenge it critically, then mark what needs support. Decide only after that.