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

Smells: Tech debt

workarounds

Jan 15, 2026

General

PromptBeginner5 minmarkdownQuality: 20

Keep it scannable—bullet points

no fluff. Transparency about tradeoffs.

Jan 15, 2026

Find agent skills by outcome

Based on the recent and forecasted precipitation

- **Expert**: Multiple examples

Create skills and experience markdown file

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

First

# Audience: Homeowners in snowy regions

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

# 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

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

Then

# - 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

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

- Forecasted snowfall

# Modified Date: December 27

**Risks**: What could break

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

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

- Evaluate the structure and data of website databases

- Use visualizations where applicable (e.g.

Detailed Analysis of YouTube Channels, Databases, and Profiles

**Smells**: Tech debt

Keep it scannable—bullet points

- Expert: Multiple examples

- Rank by frequency × criticality (e.g.

Risks: What could break

How: Key implementation decisions (patterns used

Smells: Tech debt