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Data

PromptBeginner5 minmarkdown

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

${metrics:engagement/views/likes}

Mar 4, 2026

Data

PromptBeginner5 minmarkdown

Detailed Analysis of YouTube Channels, Databases, and Profiles

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.

Find agent skills by outcome

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

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Evaluate the structure and data of website databases

**Risks**: What could break

Keep it scannable—bullet points

**Smells**: Tech debt

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

- Once action taken

- On transient errors

- For each option: WHY it exists

- When multiple valid approaches: speculate

- Share recommendation with reasoning

- Give concrete facts

- Policies

- If hypotheses disproven

- Policy rules

2. Apply Deepthink Protocol (reason about dependencies

- Identify gaps

If not

If you can track internally

- Check for .claude/ folder (agents

- Scan package.json

- Look for CLAUDE.md

Ultrathinker

Risks: What could break

Smells: Tech debt

How: Key implementation decisions (patterns used