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

Data

PromptBeginner5 minmarkdown

- Evaluate the structure and data of website databases

identifying trends or anomalies.

Jan 16, 2026

Find agent skills by outcome

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

- **Strong**: Solid use

USER INPUT (raw bullets

Based on the recent and forecasted precipitation

Advise whether ice melt should be used

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

If helpful

# - 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

- Forecasted snowfall

# 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

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

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

# Audience: Homeowners in snowy regions

**Risks**: What could break

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

**Smells**: Tech debt

- Evaluate the structure and data of website databases

- Rank by frequency × criticality (e.g.

- Strong: Solid use

Risks: What could break

Smells: Tech debt