1. Accept parameters such as ${platform:YouTube/Database/Profile}
${metrics:engagement/views/likes}
Explore
129,934 skills indexed with the new KISS metadata standard.
${metrics:engagement/views/likes}
no fluff. Transparency about tradeoffs.
structure chosen)
extracting relevant information based on the specified criteria.
workarounds
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.
what needs monitoring
think aloud
it cannot be undone
then ask user to decide
not abstract comparisons
HOW it works
retry (unless explicit limit reached)
rules
generate new ones from gathered information
mandatory prerequisites
ambiguities
create `todos.txt` at project root—update as you go
risks
do it internally.
Cargo.toml
commands
AGENTS.md