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

Smells: Tech debt

workarounds

Jan 16, 2026

General

PromptBeginner5 minmarkdown

Risks: What could break

what needs monitoring

Jan 16, 2026

General

PromptBeginner5 minmarkdown

Keep it scannable—bullet points

no fluff. Transparency about tradeoffs.

Jan 16, 2026

General

PromptBeginner5 minmarkdown

# Audience: Homeowners in snowy regions

especially those with challenging driveways (e.g.

Jan 16, 2026

Find agent skills by outcome

Based on the recent and forecasted precipitation

- **Expert**: Multiple examples

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

USER INPUT (raw bullets

If helpful

- **Strong**: Solid use

After considering all factors

Create skills and experience markdown file

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

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

Then

- Forecasted snowfall

First

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

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

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

# Modified Date: December 27

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

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

Detailed Analysis of YouTube Channels, Databases, and Profiles

**Smells**: Tech debt

**Risks**: What could break

Keep it scannable—bullet points

# Audience: Homeowners in snowy regions

- Expert: Multiple examples

- Rank by frequency × criticality (e.g.

- Strong: Solid use

Smells: Tech debt

Risks: What could break