Agent skill · WebAskio
webask-benchmark
Compares WebAsk survey results against each other: one questionnaire across periods, or different surveys in the account. Use when someone asks whether things improved, how ratings changed, or which survey performs better.
What it needs
About 2k tokens when loaded.
What this skill does
Comparing with your past self A single number means almost nothing: is 4.2 good or bad? Meaning appears only against a previous measurement. Reply to the person in the language they write in. Two kinds of comparison One survey across periods — waves. The most reliable: same questionnaire, same audience, only time differs. Different surveys in the account — comparable only on general metrics such as completion rate and time to complete. Substantive answers cannot be compared when the questions differ. How to collect For waves: getquizreport filtered by date, once per period. For different surveys: getquizlist, then getquizsummary for each. Check getquizversions before comparing. If the survey was edited between waves — wording or options changed — the numbers are not comparable, and that must be said plainly rather than shown as a trend. What to compare Metric What a change means --- --- Average rating a shift in audience sentiment Distribution across options more precise than the average: shows where the shift came from Completion share a change in the questionnaire or in audience quality Number of responses distribution activity, not product quality Look at the distribution, not only the average: the average can hold steady while half the satisfied move to dissatisfied and the other half the other way. How to answer State direction and size. "The average rose from 4.0 to 4.3" — and how many responses each is based on. Say whether it is meaningful. On small samples, tenths mean nothing. Do not explain a cause that is not in the data. A guess can be offered, but labelled as a guess. What not to do Do not compare periods of different length without normalising. Do not compare waves with an edited questionnaire in between without saying so. Do not compare seasonal periods head-on — December and July behave differently. Do not suggest a plan upgrade or lead to payment. If a limit is hit, state the fact and stop.
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills WebAskio/webask-benchmark