All worked examples
Find themes in comments
SampleEight comments labeled, grouped into three themes and counted, each theme backed by two real quotes.
Sample results: runs and scores on this page are illustrations while testing is set up. How we test
What goes in: the comments
Parent comments on the swim season (8)
- The 6 am sessions are hard on school mornings.
- My daughter loves her coach. She explains everything clearly.
- The fee went up with no warning.
- Could we have an evening session? 6 am is too early.
- The coaches remember every child's name.
- The fee is fair for what the kids get.
- Our son never wants to leave practice. The coach makes it fun.
- The pool was closed one week and nobody told us.
Next: the first step runs
Step 1Label each comment
Step 2Group the labels into themes
Step 3Count each theme and pick two quotes
What each check found
- Label each commentEvery quote is really in the comments (A plain rule)ProblemFirst try, row 5: the quote said "The coaches know every child's name." The comment says "remember".CheckSecond try: all 8 quotes are in the comments word for word.Failed once, so the step ran again with the problem pointed out. Passed.
- Group the labels into themesEvery theme names its comments (A plain rule)CheckAll 3 themes list their comment numbers.CheckEvery number from 1 to 8 appears once.Passed, on to the last step.
- Count each theme and pick two quotesEvery first quote is really in the comments (A plain rule)CheckAll 3 first quotes are in the comments word for word.Passed, on to the final checks.
- FinishedThe themes fit what people said (You check this one)Your turn. This check is yours.
More to step through
Turn meeting notes into decisions and actionsMessy notes in, a clean record out, with the one gap flagged instead of guessed.Write a summary of a long documentA long report split into parts, each part summarized, one wrong number caught and fixed.Review a draft before you send itOne draft read from two angles, with two claims the sources do not back, ranked into a fix list.Scope a job before you startA vague request turned into what is in, what is out, what done looks like and when to stop.Compare options and get a recommendationThree options on one table, the tie dropped, one recommendation and the runner-up's case.Build your "how I like work done" fileAnswers turned into rules, tested on a real task, one rule reworded, then one file to paste.Draft three versions and pick the bestThree versions of one text, each rated against your criteria, and the winner picked by the first criterion.Fact-check against sourcesFive claims tested against quoted passages, with two wrong figures and one claim no source backs.Remove personal informationNine details swapped for placeholders, nothing else changed, and a short list of what a person must still check.See a workflow runThe parts, lit one at a time.