1. Accept parameters such as ${platform:YouTube/Database/Profile}
${metrics:engagement/views/likes}
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73,923 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.
what needs monitoring
no fluff. Transparency about tradeoffs.
workarounds
not abstract comparisons
it cannot be undone
HOW it works
structure chosen)
then ask user to decide
think aloud
rules
retry (unless explicit limit reached)
generate new ones from gathered information
commands
AGENTS.md
Cargo.toml
create `todos.txt` at project root—update as you go
do it internally.
ambiguities
mandatory prerequisites