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 15, 2026

General

PromptBeginner5 minmarkdownQuality: 20

Risks: What could break

what needs monitoring

Jan 15, 2026

Data

PromptBeginner5 minmarkdownQuality: 20

- Evaluate the structure and data of website databases

identifying trends or anomalies.

Jan 15, 2026

Find agent skills by outcome

Advise whether ice melt should be used

[1-paragraph bio: years exp

- **Strong**: Solid use

Based on the recent and forecasted precipitation

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

USER INPUT (raw bullets

If helpful

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

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

First

# Audience: Homeowners in snowy regions

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

# - 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

Then

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

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

- Forecasted snowfall

# Modified Date: December 27

**How**: Key implementation decisions (patterns used

**Smells**: Tech debt

Detailed Analysis of YouTube Channels, Databases, and Profiles

**Risks**: What could break

- Evaluate the structure and data of website databases

- Strong: Solid use

- Rank by frequency × criticality (e.g.

How: Key implementation decisions (patterns used

Smells: Tech debt

Risks: What could break