- 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”).
multimodal analysis (e.g.
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
especially those with challenging driveways (e.g.
precipitation type
2025
workarounds
structure chosen)
what needs monitoring
# Generic Driveway Snow Clearing Advisor Prompt
no fluff. Transparency about tradeoffs.
extracting relevant information based on the specified criteria.
it cannot be undone
generate new ones from gathered information
then ask user to decide
not abstract comparisons
HOW it works
think aloud
rules
retry (unless explicit limit reached)
mandatory prerequisites