Find what is actually working in the user's niche on YouTube and rank it by how far each video beat its own channel, then name the formula.

MITAuto-check passedMarketing & SEO

Install Yt Viral

skills CLI
$ npx skills add Jakeschincariol/youtube-agent-skill --skill yt-viral -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install Jakeschincariol/youtube-agent-skill yt-viral --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/Jakeschincariol/youtube-agent-skill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/yt-viral .claude/skills/yt-viral && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
yt-viral
GitHub stars
933
Token cost
~437 tokens
SKILL.md length
218 words
Files
2
Skills in repo
11
Repo updated
First seen
Licence
MIT

At a glance

Find what is actually working in the user's niche on YouTube and rank it by how far each video beat its own channel, then name the formula.

  • Whats working right now
  • SKILL.md covers Collecting the input, Reading the output and The gate
  • Runs Python scripts from its folder; calls python3 and yt-dlp
  • Find viral videos in my niche

What it does

Yt Viral is an agent skill from Jakeschincariol/youtube-agent-skill. Find what is actually working in the user's niche on YouTube and rank it by how far each video beat its own channel, then name the formula. Use for "what's working right now", "find viral videos in my niche", "why did this blow up", competitor research, or a swipe file.

Its SKILL.md is about 440 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `swipe.py`).

It sits in Marketing & SEO, covering Competitor analysis. It works with YouTube. The repository describes itself as: Eleven Claude skills that run a YouTube channel: scripts off 21 hook formulas with a scored hook, title and thumbnail linted as one pairing, an edit decision list from your… The licence is MIT.

When your agent uses it

  • Whats working right now
  • Find viral videos in my niche
  • Why did this blow up
  • Competitor research

Example prompts

  • “s working right now”
  • “find viral videos in my niche”
  • “why did this blow up”
  • “/yt-viral”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit a2feb21. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships script files (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3
    • yt-dlp

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Yt Viral loads about 437 tokens when it runs. Until then it costs about 70 tokens; SKILL.md has 218 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~70
When it runs · the whole SKILL.md, loaded when a task matches
~437

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from Jakeschincariol/youtube-agent-skill at commit a2feb21, republished under its MIT licence (© Jakeschincariol). 218 words, ~437 tokens.

Download SKILL.mdSave it as .claude/skills/yt-viral/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
yt-viral
description
Find what is actually working in the user's niche on YouTube and rank it by how far each video beat its own channel, then name the formula. Use for "what's working right now", "find viral videos in my niche", "why did this blow up", competitor research, or a swipe file.

yt-viral

Raw view counts rank channel size, not ideas. This ranks by multiple over each channel's own median, which is the only version of the question that is about the video.

bash
python3 swipe.py collected.json --min 2.0

Collecting the input

You need at least four videos per channel or a median means nothing, and the tool will skip the channel and tell you it did. Collect them however the user prefers - yt-dlp --flat-playlist -J against a channel URL is the fastest, the public page works, a manual list works.

json
[{"channel":"...","title":"...","views":412000,"url":"...","duration":613}]

Read, do not scrape. Public listings only, never a logged-in session, never the user's own account credentials.

Reading the output

The multiple is the signal. The formula line is a judgement about the TITLE, matched against the 21 formulas - it is not a claim about why the video worked, and you should say so when you present it.

What to hand back: the top five with their multiples, the formula each used, and the ONE structural thing they share. Then the harder line - which of those the user could actually make this week, in their voice, with what they have.

The gate

Nothing here publishes. This skill writes and you publish. Every output ends in a block the user copies, and the last line of every run is the question: ship it, or change it?

© Jakeschincariol, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in skills/yt-viral of Jakeschincariol/youtube-agent-skill.

  • SKILL.md
  • swipe.py

Open the folder on GitHubat commit a2feb21

Compare with similar skills

Yt Viral next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Yt Viral compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Yt Viral this skillJakeschincariol/youtube-agent-skill933—~437Automated safety check: PassMIT
SEO DataforseoAgriciDaniel/codex-seo7992 repos~4.6kAutomated safety check: PassMIT
DataForSEO Live SEO DataAgriciDaniel/claude-seo19k—~4.4kAutomated safety check: PassMIT
Yt Competitive Analysisericosiu/ai-marketing-skills3.6k2 repos~825Automated safety check: PassMIT
Youtube Channel API Skillbrowser-act/skills6.1k1 repos~1.5kAutomated safety check: PassMIT
Youtube Search API Skillbrowser-act/skills6.1k1 repos~1.5kAutomated safety check: PassMIT

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More from Jakeschincariol/youtube-agent-skill

All 11 skills in this repo
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  • Yt Script

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  • Yt Chapters

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  • Yt Edit

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    Turn a raw recording's transcript into an edit decision list - dead air, filler cues and retakes, with timecodes.

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  • Yt Retention

    Jakeschincariol/youtube-agent-skill

    Read a YouTube Studio audience-retention export and find where viewers actually leave, then say what to change.

    933 GitHub stars~424 tokensUpdated 24 days ago
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  • Yt Audit

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Works with

Categories

Questions about Yt Viral

What does Yt Viral do?

Find what is actually working in the user's niche on YouTube and rank it by how far each video beat its own channel, then name the formula. Yt Viral is an agent skill from Jakeschincariol/youtube-agent-skill. Find what is actually working in the user's niche on YouTube and rank it by how far each video beat its own channel, then name the formula.

When should I use Yt Viral?

Yt Viral fits situations like: whats working right now; find viral videos in my niche; why did this blow up; competitor research.

How do I install Yt Viral in Claude Code?

Run `npx skills add Jakeschincariol/youtube-agent-skill --skill yt-viral -a claude-code`. Or copy the skill folder (skills/yt-viral in Jakeschincariol/youtube-agent-skill) into .claude/skills/yt-viral in your project. Claude Code loads it when a task matches its description.

How do I install Yt Viral in Codex?

Run `npx skills add Jakeschincariol/youtube-agent-skill --skill yt-viral -a codex`. Or copy the skill folder (skills/yt-viral in Jakeschincariol/youtube-agent-skill) into .agents/skills/yt-viral in your project. Codex loads it when a task matches its description.

Can I use Yt Viral in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Jakeschincariol/youtube-agent-skill --skill yt-viral -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/yt-viral, .gemini/skills/yt-viral, .github/skills/yt-viral and .opencode/skills/yt-viral in your project.

What does Yt Viral need to run?

Going by SKILL.md and its folder, Yt Viral needs Python for the scripts in its folder and the command-line tools its instructions call (python3 and yt-dlp). Our summary lists: Python 3.

Does Yt Viral access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Yt Viral safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Yt Viral use?

Yt Viral is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Yt Viral use?

About 437 tokens (SKILL.md is roughly 1.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Yt Viral?

Skills that share tags, products or a category with Yt Viral: SEO Dataforseo (AgriciDaniel/codex-seo, 799 stars), DataForSEO Live SEO Data (AgriciDaniel/claude-seo, 19k stars), Yt Competitive Analysis (ericosiu/ai-marketing-skills, 3.6k stars) and Youtube Channel API Skill (browser-act/skills, 6.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Yt Viral?

Jakeschincariol (a GitHub user) maintains it in Jakeschincariol/youtube-agent-skill, which has 933 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on September 16, 2026.

Source: Jakeschincariol/youtube-agent-skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.