1. Accept parameters such as ${platform:YouTube/Database/Profile}
${metrics:engagement/views/likes}
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107,983 skills indexed with the new KISS metadata standard.
${metrics:engagement/views/likes}
tables or charts) to present data.
extracting relevant information based on the specified criteria.
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.
identifying trends or anomalies.
no fluff. Transparency about tradeoffs.
what needs monitoring
workarounds
structure chosen)
it cannot be undone
not abstract comparisons
retry (unless explicit limit reached)
HOW it works
then ask user to decide
think aloud
rules
generate new ones from gathered information
mandatory prerequisites
risks
do it internally.
ambiguities
create `todos.txt` at project root—update as you go
commands
Cargo.toml