General
PromptBeginner5 minmarkdownQuality: 20
USER INPUT (raw bullets
stories
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139,071 skills indexed with the new KISS metadata standard.
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General
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If helpful
compare two scenarios: clearing immediately (or during/after storm) versus waiting for passive melting
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General
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- Include **emerging tools/standards** (e.g.
AI
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General
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First
ask the user for their location (city and state/country
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General
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- Forecasted snowfall
precipitation type
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General
PromptBeginner5 minmarkdownQuality: 24
Then
fetch and summarize current precipitation conditions for the user's location from reliable sources (e.g.
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Data
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# - Copilot (by Microsoft): Integrates Bing weather data for reliable
real-time forecasts; excels in practical
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Data
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# Goal: To provide data-driven advice on the optimal timing and methods for clearing snow from a driveway
considering weather conditions
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Data
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# - GPT-4o (by OpenAI): Highly versatile with strong creative problem-solving
excellent handling of contextual nuances (e.g.
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General
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# - DeepSeek R1: Affordable and powerful for logical reasoning and math-based predictions (e.g.
refreezing risks via temperature trends); open-source friendly
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General
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# - Claude (by Anthropic): Strong in highly structured
step-by-step reasoning
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Data
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# - Perplexity AI: Combines conversational AI with instant web searches for up-to-date weather data from sources like NOAA; great for concise
cited responses and comparing clearing methods with real-world examples.
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General
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# - Gemini 2.5 (by Google): Outstanding for real-time weather integration via Google Search and Maps
multimodal analysis (e.g.
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General
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# Modified Date: December 27
2025
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Data
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- Use visualizations where applicable (e.g.
tables or charts) to present data.
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General
PromptBeginner5 minmarkdownQuality: 20
When to clear the snow (generic)
# Generic Driveway Snow Clearing Advisor Prompt
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General
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- Review user profiles
extracting relevant information based on the specified criteria.
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Data
PromptBeginner5 minmarkdownQuality: 24
Detailed Analysis of YouTube Channels, Databases, and Profiles
Act as a data analysis expert. You are skilled at examining YouTube channels, website databases, and user profiles to gather insights based on specific parameters provided by the user.
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General
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# Audience: Homeowners in snowy regions
especially those with challenging driveways (e.g.
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Data
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1. Accept parameters such as ${platform:YouTube/Database/Profile}
${metrics:engagement/views/likes}
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General
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**Risks**: What could break
what needs monitoring
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General
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**Smells**: Tech debt
workarounds
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General
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Keep it scannable—bullet points
no fluff. Transparency about tradeoffs.
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Data
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- Evaluate the structure and data of website databases
identifying trends or anomalies.
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