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