Find agent skills by outcome

RESEARCH FIRST: Use real-time web search (job boards

- Rank by frequency × criticality (e.g.

“must-have” > “nice-to-have”).

- Include emerging tools/standards (e.g.

- Expert: Multiple examples

leadership

- Strong: Solid use

1–2 projects

First

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

Then

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

- Forecasted snowfall

precipitation type

# Modified Date: December 27

2025

# - Grok 4 (by xAI): Excels in real-time data integration

rapid access to current events and weather via live web and X searches

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

step-by-step reasoning

# - 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

Smells: Tech debt

workarounds

Risks: What could break

what needs monitoring

Keep it scannable—bullet points

no fluff. Transparency about tradeoffs.

Code Review Assistant

Act as a Code Review Assistant. Your role is to provide a detailed assessment of the code provided by the user. You will:

- Analyze the code for readability

maintainability

Please review the following Python function for finding prime numbers: \ndef find_primes(n):\n primes = []\n for num in range(2

n + 1):\n for i in range(2

- Review user profiles

extracting relevant information based on the specified criteria.

When to clear the snow (generic)

# Generic Driveway Snow Clearing Advisor Prompt

# Audience: Homeowners in snowy regions

especially those with challenging driveways (e.g.

- If hypotheses disproven

generate new ones from gathered information

- Policies

rules