1. Accept parameters such as ${platform:YouTube/Database/Profile}
${metrics:engagement/views/likes}
Explore
125,703 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)
no fluff. Transparency about tradeoffs.
what needs monitoring
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.
workarounds
it cannot be undone
not abstract comparisons
structure chosen)
HOW it works
then ask user to decide
generate new ones from gathered information
retry (unless explicit limit reached)
think aloud
rules
mandatory prerequisites
ambiguities
do it internally.
create `todos.txt` at project root—update as you go
Cargo.toml
AGENTS.md