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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

- Once action taken

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

- When multiple valid approaches: speculate

- On transient errors

- For each option: WHY it exists

- Give concrete facts

- Share recommendation with reasoning

- Policies

- If hypotheses disproven

2. Apply Deepthink Protocol (reason about dependencies

- Policy rules

If you can track internally

- Identify gaps

If not

- Scan package.json

- Check for .claude/ folder (agents

- Look for CLAUDE.md

Ultrathinker

Risks: What could break

Smells: Tech debt

How: Key implementation decisions (patterns used