- Rank by **frequency × criticality** (e.g.
“must-have” > “nice-to-have”).
Explore
133,453 skills indexed with the new KISS metadata standard.
“must-have” > “nice-to-have”).
AI
temperatures
step-by-step reasoning
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.
multimodal analysis (e.g.
refreezing risks via temperature trends); open-source friendly
especially those with challenging driveways (e.g.
precipitation type
2025
structure chosen)
workarounds
extracting relevant information based on the specified criteria.
# Generic Driveway Snow Clearing Advisor Prompt
no fluff. Transparency about tradeoffs.
what needs monitoring
it cannot be undone
generate new ones from gathered information
then ask user to decide
not abstract comparisons
HOW it works
think aloud
rules