1. Accept parameters such as ${platform:YouTube/Database/Profile}
${metrics:engagement/views/likes}
Explore
93,606 skills indexed with the new KISS metadata standard.
${metrics:engagement/views/likes}
tables or charts) to present data.
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)
retry (unless explicit limit reached)
not abstract comparisons
HOW it works
then ask user to decide
think aloud
rules
generate new ones from gathered information
risks
mandatory prerequisites
ambiguities
create `todos.txt` at project root—update as you go
do it internally.
Cargo.toml
AGENTS.md