1. Accept parameters such as ${platform:YouTube/Database/Profile}
${metrics:engagement/views/likes}
Explore
111,215 skills indexed with the new KISS metadata standard.
${metrics:engagement/views/likes}
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.
what needs monitoring
no fluff. Transparency about tradeoffs.
workarounds
it cannot be undone
structure chosen)
think aloud
not abstract comparisons
HOW it works
retry (unless explicit limit reached)
then ask user to decide
rules
generate new ones from gathered information
risks
mandatory prerequisites
ambiguities
do it internally.
create `todos.txt` at project root—update as you go
AGENTS.md
Cargo.toml
commands
gather context and enhance the request internally: