1. Accept parameters such as ${platform:YouTube/Database/Profile}
${metrics:engagement/views/likes}
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35,290 skills indexed with the new KISS metadata standard.
${metrics:engagement/views/likes}
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.
n + 1):\n for i in range(2
maintainability
Act as a Code Review Assistant. Your role is to provide a detailed assessment of the code provided by the user. You will:
no fluff. Transparency about tradeoffs.
what needs monitoring
workarounds
structure chosen)
it cannot be undone
then ask user to decide
not abstract comparisons
HOW it works
think aloud
retry (unless explicit limit reached)
rules
generate new ones from gathered information
mandatory prerequisites
risks
create `todos.txt` at project root—update as you go
do it internally.
ambiguities