1. Accept parameters such as ${platform:YouTube/Database/Profile}
${metrics:engagement/views/likes}
Explore
130,905 skills indexed with the new KISS metadata standard.
${metrics:engagement/views/likes}
what needs monitoring
workarounds
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.
extracting relevant information based on the specified criteria.
no fluff. Transparency about tradeoffs.
generate new ones from gathered information
retry (unless explicit limit reached)
it cannot be undone
not abstract comparisons
HOW it works
structure chosen)
think aloud
then ask user to decide
rules
Ultrathinker
ambiguities
do it internally.
commands
create todos.txt at project root—update as you go
risks
Cargo.toml
AGENTS.md
mandatory prerequisites