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

Data

PromptBeginner5 minmarkdown

- Evaluate the structure and data of website databases

identifying trends or anomalies.

Jan 16, 2026

General

PromptBeginner5 minmarkdown

- Review user profiles

extracting relevant information based on the specified criteria.

Jan 16, 2026

Data

PromptBeginner5 minmarkdown

1. Accept parameters such as ${platform:YouTube/Database/Profile}

${metrics:engagement/views/likes}

Jan 16, 2026

Find agent skills by outcome

- **Strong**: Solid use

- **Expert**: Multiple examples

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

[1-paragraph bio: years exp

Create skills and experience markdown file

After considering all factors

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

- Forecasted snowfall

Then

First

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

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

# Modified Date: December 27

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

# - 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

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

**Risks**: What could break

**Smells**: Tech debt

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Evaluate the structure and data of website databases

- Review user profiles

1. Accept parameters such as ${platform:YouTube/Database/Profile}

- Strong: Solid use

- Expert: Multiple examples

- Rank by frequency × criticality (e.g.

Risks: What could break

Smells: Tech debt