1. Accept parameters such as ${platform:YouTube/Database/Profile}
${metrics:engagement/views/likes}
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122,523 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.
no fluff. Transparency about tradeoffs.
what needs monitoring
workarounds
it cannot be undone
structure chosen)
Not WHAT:**
generate new ones from gathered information
rules
retry (unless explicit limit reached)
think aloud
HOW it works
not abstract comparisons
then ask user to decide
mandatory prerequisites
ambiguities
Cargo.toml
commands
gather context and enhance the request internally:
do it internally.
create `todos.txt` at project root—update as you go