- Rank by frequency × criticality (e.g.
“must-have” > “nice-to-have”).
Explore
133,499 skills indexed with the new KISS metadata standard.
“must-have” > “nice-to-have”).
especially those with challenging driveways (e.g.
ask the user for their location (city and state/country
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.
multimodal analysis (e.g.
precipitation type
2025
extracting relevant information based on the specified criteria.
what needs monitoring
Generic Driveway Snow Clearing Advisor Prompt
structure chosen)
no fluff. Transparency about tradeoffs.
workarounds
it cannot be undone
rules
generate new ones from gathered information
think aloud
then ask user to decide
mandatory prerequisites
retry (unless explicit limit reached)
not abstract comparisons
HOW it works