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

Data

PromptBeginner5 minmarkdownQuality: 24

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

${metrics:engagement/views/likes}

Jan 15, 2026

Find agent skills by outcome

[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

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

# Modified Date: December 27

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

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

First

- Forecasted snowfall

# Audience: Homeowners in snowy regions

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

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

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

Then

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

**Risks**: What could break

- Use visualizations where applicable (e.g.

- Evaluate the structure and data of website databases

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

Detailed Analysis of YouTube Channels, Databases, and Profiles

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

- Strong: Solid use

- Rank by frequency × criticality (e.g.

Risks: What could break

How: Key implementation decisions (patterns used