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Data

PromptBeginner5 minmarkdown

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

${metrics:engagement/views/likes}

Feb 25, 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

**Risks**: What could break

Keep it scannable—bullet points

**Smells**: Tech debt

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

- Give concrete facts

- Share recommendation with reasoning

- Once action taken

- When multiple valid approaches: speculate

- For each option: WHY it exists

- Policies

- On transient errors

- If hypotheses disproven

- Policy rules

2. Apply Deepthink Protocol (reason about dependencies

If you can track internally

If not

- Check for .claude/ folder (agents

- Identify gaps

Before any action

Ultrathinker

- Look for CLAUDE.md

- Scan package.json

Risks: What could break

Smells: Tech debt

How: Key implementation decisions (patterns used