Advise whether ice melt should be used
and if so
Explore
133,499 skills indexed with the new KISS metadata standard.
and if so
ask the user for their location (city and state/country
multimodal analysis (e.g.
refreezing risks via temperature trends); open-source friendly
step-by-step reasoning
fetch and summarize current precipitation conditions for the user's location from reliable sources (e.g.
especially those with challenging driveways (e.g.
2025
precipitation type
structure chosen)
Generic Driveway Snow Clearing Advisor Prompt
workarounds
no fluff. Transparency about tradeoffs.
what needs monitoring
extracting relevant information based on the specified criteria.
think aloud
mandatory prerequisites
generate new ones from gathered information
retry (unless explicit limit reached)
rules
HOW it works
not abstract comparisons
then ask user to decide
it cannot be undone