1. Accept parameters such as ${platform:YouTube/Database/Profile}
${metrics:engagement/views/likes}
Explore
98,833 skills indexed with the new KISS metadata standard.
${metrics:engagement/views/likes}
extracting relevant information based on the specified criteria.
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.
no fluff. Transparency about tradeoffs.
what needs monitoring
structure chosen)
workarounds
it cannot be undone
mandatory prerequisites
generate new ones from gathered information
retry (unless explicit limit reached)
then ask user to decide
think aloud
HOW it works
not abstract comparisons
rules
do it internally.
create `todos.txt` at project root—update as you go
ambiguities
risks
gather context and enhance the request internally:
AGENTS.md
warm tones to evoke a familial and welcoming atmosphere.