USER INPUT (raw bullets
stories
Explore
78,563 skills indexed with the new KISS metadata standard.
stories
“must-have” > “nice-to-have”).
1–2 projects
leadership
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.
precipitation type
2025
especially those with challenging driveways (e.g.
refreezing risks via temperature trends); open-source friendly
multimodal analysis (e.g.
workarounds
what needs monitoring
structure chosen)
no fluff. Transparency about tradeoffs.
extracting relevant information based on the specified criteria.
# Generic Driveway Snow Clearing Advisor Prompt
it cannot be undone
think aloud
mandatory prerequisites
not abstract comparisons
generate new ones from gathered information
then ask user to decide