1. Accept parameters such as ${platform:YouTube/Database/Profile}
${metrics:engagement/views/likes}
Explore
108,620 skills indexed with the new KISS metadata standard.
${metrics:engagement/views/likes}
structure chosen)
what needs monitoring
extracting relevant information based on the specified criteria.
identifying trends or anomalies.
Act as a data analysis expert. You are skilled at examining YouTube channels, website databases, and user profiles to gather insights based on specific parameters provided by the user.
tables or charts) to present data.
no fluff. Transparency about tradeoffs.
workarounds
HOW it works
think aloud
retry (unless explicit limit reached)
mandatory prerequisites
generate new ones from gathered information
rules
it cannot be undone
then ask user to decide
not abstract comparisons
do it internally.
create `todos.txt` at project root—update as you go
ambiguities
risks
from retro to modern.
expressions