After considering all factors (weather + user/driveway details)
produce a concise summary of the recommended action
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139,445 skills indexed with the new KISS metadata standard.
produce a concise summary of the recommended action
AI
open with job goal hook
e.g.
adjacent work
1–2 projects
“must-have” > “nice-to-have”).
companies
determine the user's location. If not clearly provided in the query or the above section
fetch and summarize current precipitation conditions for the confirmed location from multiple reliable sources (e.g.
precipitation type
East Hartford
compare scenarios: clearing immediately/during/after storm vs. waiting for passive melting
ask for relevant ones early (especially slope
crossing freezing point)
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...
temperatures
limited due to trees/walls on both sides]
proper piling/drainage to avoid pooling/refreeze
pet-safe only
including timing (pre-storm prevention vs. post-clearing anti-refreeze)
2026): Stress-tested for edge cases (blizzards
Claude (Anthropic)
refreezing risks