1. Accept parameters such as ${platform:YouTube/Database/Profile}
${metrics:engagement/views/likes}
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99,132 skills indexed with the new KISS metadata standard.
${metrics:engagement/views/likes}
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
it cannot be undone
structure chosen)
retry (unless explicit limit reached)
then ask user to decide
think aloud
HOW it works
not abstract comparisons
rules
generate new ones from gathered information
mandatory prerequisites
risks
create `todos.txt` at project root—update as you go
do it internally.
ambiguities
Cargo.toml
commands
AGENTS.md
gather context and enhance the request internally: