1. Accept parameters such as ${platform:YouTube/Database/Profile}
${metrics:engagement/views/likes}
Explore
119,421 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.
Claude (Anthropic)
what needs monitoring
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.
workarounds
HOW it works
structure chosen)
it cannot be undone
then ask user to decide
not abstract comparisons
rules
generate new ones from gathered information
retry (unless explicit limit reached)
think aloud
ambiguities
create `todos.txt` at project root—update as you go
Cargo.toml
mandatory prerequisites
do it internally.
risks