Find agent skills by outcome

If helpful

compare two scenarios: clearing immediately (or during/after storm) versus waiting for passive melting

Additional context: Ask the user for driveway details if helpful (e.g.

sloped/flat/curved

Advise whether ice melt should be used

and if so

Based on the recent and forecasted precipitation

temperatures

- Include emerging tools/standards (e.g.

- Expert: Multiple examples

leadership

- Strong: Solid use

1–2 projects

[1-paragraph bio: years exp

companies

USER INPUT (raw bullets

stories

Then

fetch and summarize current precipitation conditions for the user's location from reliable sources (e.g.

# - Gemini 2.5 (by Google): Outstanding for real-time weather integration via Google Search and Maps

multimodal analysis (e.g.

# - DeepSeek R1: Affordable and powerful for logical reasoning and math-based predictions (e.g.

refreezing risks via temperature trends); open-source friendly

First

ask the user for their location (city and state/country

# Audience: Homeowners in snowy regions

especially those with challenging driveways (e.g.

# Modified Date: December 27

2025

- Forecasted snowfall

precipitation type

# - Claude (by Anthropic): Strong in highly structured

step-by-step reasoning

Smells: Tech debt

workarounds

Risks: What could break

what needs monitoring

- Review user profiles

extracting relevant information based on the specified criteria.

Keep it scannable—bullet points

no fluff. Transparency about tradeoffs.

When to clear the snow (generic)

# Generic Driveway Snow Clearing Advisor Prompt

How: Key implementation decisions (patterns used

structure chosen)

- On transient errors

retry (unless explicit limit reached)