research: receipts or it doesn't ship

Advice built on training data is pattern-matching dressed as knowledge. This skill goes and finds what is true right now, checks it, cites it, and files it where the business can use it again. It is how every other skill earns the right to recommend anything.

  the question
       |
  [ tier ]      quick: minutes, 2-3 sources   standard: multi-angle
       |        deep (opt-in): fan-out + independent fact-check
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  [ sweep ]     best engines available, multiple phrasings
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  [ verify ]    corroborate across INDEPENDENT sources
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  [ file ]      full dossier -> wiki/research/    chat gets the gist + link