*Skills sourced from live job postings on [list 2–3 sites
e.g.
Explore
131,727 skills indexed with the new KISS metadata standard.
e.g.
AI
companies
including timing (pre-storm prevention vs. post-clearing anti-refreeze)
fetch and summarize current precipitation conditions for the confirmed location from multiple reliable sources (e.g.
stories
proper piling/drainage to avoid pooling/refreeze
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produce a concise summary of the recommended action
crossing freezing point)
precipitation type
compare scenarios: clearing immediately/during/after storm vs. waiting for passive melting
temperatures
determine the user's location. If not clearly provided in the query or the above section
2026): Stress-tested for edge cases (blizzards
refreezing risks
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...
ask for relevant ones early (especially slope
pet-safe only
Claude (Anthropic)
tables or charts) to present data.
especially those with challenging driveways (e.g.
identifying trends or anomalies.