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21,171 skills indexed with the new KISS metadata standard.
- Rank by **frequency × criticality** (e.g.
“must-have” > “nice-to-have”).
- Include **emerging tools/standards** (e.g.
AI
- v1.0–1.3 (Dec 2025): Initial versions focused on weather integration
refreezing risks
- v1.4 (Jan 16
2026): Stress-tested for edge cases (blizzards
- v1.5 (Jan 16
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...
# Location: [e.g.
East Hartford
# - Snow storage constraints: [yes/no - describe e.g.
limited due to trees/walls on both sides]
# - Other preferences/factors: [e.g.
pet-safe only
First
determine the user's location. If not clearly provided in the query or the above section
If the user has **not** filled in driveway details in the section above (or provided them in the query)
**ask for relevant ones early** (especially slope
Then
fetch and summarize current precipitation conditions for the confirmed location from multiple reliable sources (e.g.
- Forecasted snowfall
precipitation type
# Recommended AI Engines: Grok 4 (xAI)
Claude (Anthropic)
# Goal: Provide data-driven
location-specific advice on optimal timing and methods for clearing snow from a driveway
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