USER INPUT (raw bullets
stories
Explore
139,095 skills indexed with the new KISS metadata standard.
stories
companies
e.g.
adjacent work
“must-have” > “nice-to-have”).
AI
open with job goal hook
1–2 projects
limited due to trees/walls on both sides]
2026): Added user-fillable info block for location & driveway details (repeat-use convenience). Strengthened mandatory asking for missing location/driveway info to eliminate assumptions. Minor wording...
precipitation type
East Hartford
ask for relevant ones early (especially slope
crossing freezing point)
determine the user's location. If not clearly provided in the query or the above section
including timing (pre-storm prevention vs. post-clearing anti-refreeze)
compare scenarios: clearing immediately/during/after storm vs. waiting for passive melting
pet-safe only
temperatures
fetch and summarize current precipitation conditions for the confirmed location from multiple reliable sources (e.g.
proper piling/drainage to avoid pooling/refreeze
Claude (Anthropic)
refreezing risks
2026): Stress-tested for edge cases (blizzards