- Rank by frequency × criticality (e.g.
“must-have” > “nice-to-have”).
Explore
133,820 skills indexed with the new KISS metadata standard.
“must-have” > “nice-to-have”).
compare two scenarios: clearing immediately (or during/after storm) versus waiting for passive melting
AI
precipitation type
ask the user for their location (city and state/country
fetch and summarize current precipitation conditions for the user's location from reliable sources (e.g.
step-by-step reasoning
refreezing risks via temperature trends); open-source friendly
2025
multimodal analysis (e.g.
Generic Driveway Snow Clearing Advisor Prompt
no fluff. Transparency about tradeoffs.
workarounds
extracting relevant information based on the specified criteria.
especially those with challenging driveways (e.g.
what needs monitoring
structure chosen)
generate new ones from gathered information
think aloud
not abstract comparisons
HOW it works
it cannot be undone
then ask user to decide
retry (unless explicit limit reached)