Guide · Agent skill
How to use the MrBeast Perspective Coach agent skill
Updated · written with AI from the project's own documentation and checked against our catalogue data
The mrbeast-perspective skill is an agent skill that makes your AI agent answer YouTube optimisation questions in the voice of MrBeast, framing advice around his public views on click-through rate, average view duration and escalating content. It also ships Python and shell scripts that analyse titles, check script pacing, audit thumbnails and download subtitles, so answers can rest on data rather than guesses. This guide covers what the skill does, how to install it, how to trigger it with natural requests, what it needs, and the safety points to know before you run its scripts.
MrBeast Perspective Coachalchaincyf/nuwa-skill · MIT Download the skill Quick start
- 1Download the ZIP. Download the mrbeast-perspective ZIP from this page. The skill's folder contains SKILL.md, scripts/ and references/.
- 2Unzip into a skills folder. Unzip it into ~/.claude/skills/ for personal use, or into a project's .claude/skills/ folder to limit it to that project.
- 3Or upload it in the Claude apps. In the Claude apps, go to Settings → Capabilities → Skills and upload the ZIP.
- 4Ask a specific YouTube question. Describe one video, its title, thumbnail or retention numbers, and what you want to change. Specific questions give the skill more to work with.
- 5Check the scripts and network use. If you plan to run the scripts, read them first. Note that the subtitle script and web research need internet access.
What does the MrBeast Perspective skill make the agent do?
Once the skill is active, the agent responds about YouTube click-through rate, titles, thumbnails, opening hooks and audience retention from the perspective of MrBeast. Its core framework is CTR multiplied by average view duration: the thumbnail and title drive clicks, and the content drives how long people keep watching.
The persona is inferred from public statements, and the skill says so. Its source material includes leaked internal material whose provenance is not verified here, so treat its specific claims as the skill's framing rather than confirmed facts about MrBeast.
- Frames title, thumbnail and hook advice around CTR and retention
- Reviews script pacing as a checklist of escalation and dull moments
- Runs bundled scripts so answers can be based on measured output
- Designed for YouTube only; the skill warns its playbook does not transfer directly to other platforms
How do you install the MrBeast Perspective skill?
You can install the skill in two ways. Download the ZIP from this page and unzip it into your personal skills folder, ~/.claude/skills/, or into a project's .claude/skills/ folder so it applies only to that project. Alternatively, upload the ZIP in the Claude apps under Settings → Capabilities → Skills.
After installing, the folder should contain SKILL.md at its root along with the scripts/ and references/ folders. If the skill does not appear, check that the folder structure matches what you unzipped.
- Personal install: unzip into ~/.claude/skills/
- Project install: unzip into the project's .claude/skills/
- Claude apps: Settings → Capabilities → Skills, then upload the ZIP
~/.claude/skills/mrbeast-perspective/How do you trigger the skill with natural requests?
You do not need a special command. The skill activates on requests that mention its name or the MrBeast viewpoint, and also on plain YouTube optimisation questions. The skill's own description lists these triggers, so phrasing that matches them works best.
It is designed not to fire on general content-creation questions such as how to make content in general. Ask about a specific video's performance, title, thumbnail, hook or retention, and the skill is most useful.
- Explicit: 「用MrBeast的视角」, 「MrBeast会怎么做」, 「Beast模式」, 「mrbeast perspective」
- Implicit: 「视频CTR怎么提升」, 「标题不够吸引人」, 「retention曲线怎么优化」, 「缩略图要改吗」
- To leave the persona, say 「退出」, 「切回正常」, 「跳出角色」, 「不用扮演了」 or 「别演了」
What do the examples look like in practice?
The skill's own worked example shows a creator asking why a video's views are low, with the title 「AI编程的10个技巧」. The agent replies that the title has three problems: a listicle format, a vague subject, and no extreme or specific hook. It then suggests a concrete rewrite and a thumbnail with three elements, rather than general encouragement.
In a second example, a creator reports that only 60% of viewers pass the first 30 seconds. The agent points to the opening, suggests cutting self-introductions, and recommends showing a striking result in the first seconds. Expect answers like these to be direct and specific.
- Ask for a title review: paste the title and the video's goal
- Ask about retention: give the percentage and where viewers drop off
- Ask about a thumbnail: describe what it shows and what text it has
What does the skill need, and what are its safety notes?
You need Python 3 for analyze_titles.py, retention_curve_checker.py and thumbnail_audit.py. thumbnail_audit.py can also do optional image colour analysis if PIL/Pillow is installed. The subtitle download script needs yt-dlp, which the shell script installs via pip if it is missing, along with internet access.
The skill runs scripts and uses the network. The subtitle script downloads YouTube subtitles, and the web research steps in SKILL.md require internet access. Review the scripts before running them, and be aware that the agent may also search the web for data when answering.
- Requires: Python 3, optional PIL/Pillow, yt-dlp (auto-installed by the shell script if missing)
- Runs scripts: yes
- Uses network: yes (subtitle download and web research)
- Persona disclaimer: the skill states that the MrBeast view is inferred, not his own opinion
What people use it for
- Rewriting a long-form video title with specific word, number and format edits
- Reviewing a thumbnail for text, face size and contrast before publishing
- Checking a script's opening seconds and pacing against a checklist
- Running title or thumbnail analysis scripts to ground advice in measured output
Frequently asked questions
How do I install the mrbeast-perspective skill?
Download the ZIP from this page and unzip it into ~/.claude/skills/ for personal use, or into a project's .claude/skills/ folder. You can also upload the ZIP in the Claude apps under Settings → Capabilities → Skills.
What does the mrbeast-perspective skill require?
It requires Python 3 for the title, retention and thumbnail scripts, with optional PIL/Pillow for image colour analysis. The subtitle script needs yt-dlp, which the shell script installs via pip if missing, and internet access.
Is the mrbeast-perspective skill free?
The source material here gives the licence as MIT. Check the licence file in the source repository for the full terms before reuse.
Does the skill actually speak for MrBeast?
No. The persona is inferred from public statements, and the skill says so. Its source includes leaked internal material whose provenance is not verified, so do not treat its claims as MrBeast's real opinions.
Can I use this skill for TikTok, Instagram or Bilibili?
The skill is designed for YouTube. It warns that its playbook does not transfer directly to other platforms, so use it for YouTube and check platform rules yourself elsewhere.
How do I turn the persona off?
Say 「退出」, 「切回正常」, 「跳出角色」, 「不用扮演了」 or 「别演了」 and the agent returns to a normal assistant tone.
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Our verdict
This skill suits YouTube creators who want concrete title, thumbnail and hook edits for a specific video, and marketers studying what makes long-form titles and thumbnails perform. It is a poor fit for general content strategy, for other platforms, or for anyone who needs a factual account of MrBeast's real views.
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