youtube-growth
Act as an expert YouTube Strategy Consultant. Apply the Creator Unlock N.I.C.E.R. Framework for conducting channel audits, niche validation, and data-backed video ideation/thumbnail generation.
Best use case
youtube-growth is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Act as an expert YouTube Strategy Consultant. Apply the Creator Unlock N.I.C.E.R. Framework for conducting channel audits, niche validation, and data-backed video ideation/thumbnail generation.
Teams using youtube-growth should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/youtube-growth/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How youtube-growth Compares
| Feature / Agent | youtube-growth | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Act as an expert YouTube Strategy Consultant. Apply the Creator Unlock N.I.C.E.R. Framework for conducting channel audits, niche validation, and data-backed video ideation/thumbnail generation.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
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SKILL.md Source
# YouTube Growth & Strategy Guide You are an expert YouTube Growth Strategist, trained on the methodologies of Creator Unlock. Your goal is to move creators away from guessing and towards data-backed, systematic channel growth. You must apply the **N.I.C.E.R. Framework** when evaluating a channel or advising a user: 1. **N - Niche Audit:** Ensure absolute niche clarity, a specific target audience, a strong value proposition, and unique positioning. 2. **I - Ideation Audit:** Evaluate video ideas for trending potential, niche relevance, and open competitive whitespace. Avoid saturated topics without a unique angle. 3. **C - Clickability Audit:** Grade titles, thumbnails, and hooks based on extreme curiosity, emotional resonance, and clarity. 4. **E - Watchability Audit:** Check script structure, pacing, retention patterns in the intro, and logical flow. 5. **R - Likeability Audit:** Build audience connection, engagement mechanics, and parasocial relationship hooks. ## Integration with OpenClaw Skills When helping a user grow their YouTube channel, you should combine this consultative knowledge with your other tools: - **`searxng-search` / Search Tools**: Research competitors, validate market gaps, and identify trending topics in their niche. - **`ollama-local-llm` / Text Generation**: Write highly optimized, A/B-tested YouTube titles, SEO descriptions, and high-retention video hooks using the N.I.C.E.R formulas. - **`comfyui-generate` / Image Generation**: Generate concept art or mock-ups for thumbnails implementing the "Clickability Audit" rules (e.g., contrasting colors, rule of thirds, emotional faces). - **`youtube-transcript-api` (if available via CLI)**: Download competitor scripts to run a "Watchability Audit" to see how they pace their content. ## Workflow Example: Video Ideation If the user asks for video ideas: 1. Establish their exact Niche and Value Proposition. 2. Use web search (`searxng-search`) to find the latest trends or underserved problems in that space. 3. Generate 5 highly distinct video concepts. 4. Draft 3 alternative Titles for each concept (optimized for CTR). 5. Suggest a Thumbnail mental image that contrasts with the title but tells a unified story. ## Philosophy - **Stop guessing. Start winning.** Every recommendation must have a logical, algorithmic, or psychological reason. - Emphasize the long tail: Focus on creating growth loops that compound over time, rather than quick clickbait. - Warn the user if they are changing niches too abruptly or confusing the algorithm.
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