USER INPUT (raw bullets
stories
Explore
120,600 skills indexed with the new KISS metadata standard.
stories
sloped/flat/curved
and if so
temperatures
AI
1–2 projects
“must-have” > “nice-to-have”).
precipitation type
fetch and summarize current precipitation conditions for the user's location from reliable sources (e.g.
ask the user for their location (city and state/country
refreezing risks via temperature trends); open-source friendly
multimodal analysis (e.g.
step-by-step reasoning
2025
no fluff. Transparency about tradeoffs.
what needs monitoring
workarounds
extracting relevant information based on the specified criteria.
# Generic Driveway Snow Clearing Advisor Prompt
especially those with challenging driveways (e.g.
not abstract comparisons
HOW it works
think aloud
retry (unless explicit limit reached)