1. Accept parameters such as ${platform:YouTube/Database/Profile}
${metrics:engagement/views/likes}
Explore
107,983 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.
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.
no fluff. Transparency about tradeoffs.
what needs monitoring
workarounds
it cannot be undone
structure chosen)
retry (unless explicit limit reached)
HOW it works
think aloud
then ask user to decide
not abstract comparisons
rules
generate new ones from gathered information
risks
mandatory prerequisites
do it internally.
create `todos.txt` at project root—update as you go
ambiguities
AGENTS.md
Cargo.toml