1. Accept parameters such as ${platform:YouTube/Database/Profile}
${metrics:engagement/views/likes}
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127,191 skills indexed with the new KISS metadata standard.
${metrics:engagement/views/likes}
no fluff. Transparency about tradeoffs.
workarounds
what needs monitoring
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.
not abstract comparisons
structure chosen)
HOW it works
it cannot be undone
then ask user to decide
rules
generate new ones from gathered information
think aloud
retry (unless explicit limit reached)
do it internally.
create `todos.txt` at project root—update as you go
Cargo.toml
AGENTS.md
commands
risks
mandatory prerequisites
ambiguities
gather context and enhance the request internally: