1. Accept parameters such as ${platform:YouTube/Database/Profile}
${metrics:engagement/views/likes}
Explore
125,909 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)
identifying trends or anomalies.
workarounds
what needs monitoring
no fluff. Transparency about tradeoffs.
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.
HOW it works
structure chosen)
not abstract comparisons
it cannot be undone
then ask user to decide
think aloud
rules
generate new ones from gathered information
retry (unless explicit limit reached)
create `todos.txt` at project root—update as you go
risks
mandatory prerequisites
ambiguities
do it internally.
Cargo.toml