1. Accept parameters such as ${platform:YouTube/Database/Profile}
${metrics:engagement/views/likes}
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134,085 skills indexed with the new KISS metadata standard.
${metrics:engagement/views/likes}
extracting relevant information based on the specified criteria.
tables or charts) to present data.
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.
no fluff. Transparency about tradeoffs.
identifying trends or anomalies.
what needs monitoring
it cannot be undone
mandatory prerequisites
HOW it works
think aloud
rules
retry (unless explicit limit reached)
generate new ones from gathered information
not abstract comparisons
then ask user to decide
create `todos.txt` at project root—update as you go
ambiguities
do it internally.
risks
commands
gather context and enhance the request internally:
expressions
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