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.

Jan 16, 2026

General

PromptBeginner5 minmarkdown

Risks: What could break

what needs monitoring

Jan 16, 2026

General

PromptBeginner5 minmarkdown

Smells: Tech debt

workarounds

Jan 16, 2026

Find agent skills by outcome

USER INPUT (raw bullets

- **Expert**: Multiple examples

- **Strong**: Solid use

Based on the recent and forecasted precipitation

If helpful

- Rank by **frequency × criticality** (e.g.

- Include **emerging tools/standards** (e.g.

Create skills and experience markdown file

Advise whether ice melt should be used

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

- Forecasted snowfall

# - Copilot (by Microsoft): Integrates Bing weather data for reliable

# Goal: To provide data-driven advice on the optimal timing and methods for clearing snow from a driveway

First

Then

# - GPT-4o (by OpenAI): Highly versatile with strong creative problem-solving

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

# Modified Date: December 27

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

# - Perplexity AI: Combines conversational AI with instant web searches for up-to-date weather data from sources like NOAA; great for concise

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

Detailed Analysis of YouTube Channels, Databases, and Profiles

**Risks**: What could break

**Smells**: Tech debt

- Expert: Multiple examples

- Strong: Solid use

- Rank by frequency × criticality (e.g.

- Include emerging tools/standards (e.g.

Risks: What could break

Smells: Tech debt