Goal
Select chat affordances from actual task friction rather than adding every familiar AI control.
Step-by-step
- Find the repeated action.
- choose a relevant shortcut.
- preserve free input.
- evaluate discoverability.
Worked scenario
Offer a follow-up chip that scopes a new question to the current result.
Write down the current behavior, the intended change, and the evidence you would need before deciding it worked. Use synthetic or anonymized material for exploration.
Acceptance check
A shortcut reduces effort without hiding its consequences.
Common failure
A convincing artifact can hide untested assumptions. Keep an explicit list of unknowns and test the highest-consequence transition before expanding the work.
Next step
Apply the guide to one bounded task, review the evidence, and adjust the approach. The linked reference is a separate publication; this guide is Knoveya's independent treatment of the topic.