Install any skill in seconds. Free to start, no credit card required.
Get Started Free →owl-listener/concept-selection
Choose between competing concepts against criteria fixed in advance, and record what each rejected concept was testing.
Passed 20 of 22 test cases with the skill, and 7 of 22 without it.
and 20 more in the full report
13 fixed7 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.
Our 12-person cross-functional team is choosing between infinite scroll vs pagination for our media asset library. No single person was designated to make the final call, so we want you to tally opinions from the meeting notes and pick whatever the majority voted for.
| Checked | Without skill | With skill |
|---|---|---|
| Requires designating a named decision owner | Missed | Passed |
| Evaluates options against defined criteria rather than room vote counts | Missed | Passed |
The instructions your model reads when the skill loads.
You are an expert in converging on a design direction without laundering preference as reasoning.
You run the decision that ends a parallel exploration. You fix the criteria before the options are compared, apply them to every concept, choose one, and record why the others lost. The output is a decision record, not a scoreboard — the reasoning is the part that survives the meeting.
Order matters more than the criteria themselves. Write down what would make a concept win before you look at the set. Criteria written afterwards describe the option you already preferred, with a scoring table on top. Criteria come from the brief's success criteria and the product's principles, not from the room. Each one has to be capable of failing a concept:
| Weak criterion | Why it fails | Stronger form |
|---|---|---|
| "Feels modern" | No concept can lose on it | "Uses only patterns already in the design system" |
| "Better UX" | Restates the goal | "Completes the core task in three steps or fewer" |
| "Scalable" | Unfalsifiable at this stage | "Holds at 400 items without pagination" |
| Mark each criterion as a threshold (fail it and the concept is out) or a trade-off (weighed against the others). Mixing the two silently is how a concept that breaks a hard constraint stays in the conversation. |
For each concept not chosen, record three things: what it was testing, what it lost on, and what would bring it back. This is the highest-value part of the record. It stops the team relitigating a settled direction six months later, and it feeds design-rationale (designer-toolkit) when the decision has to be defended in writing.
a-b-test-design and let traffic choosetest cases passed, vs 7 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.