Agent skill

Youtube Game Scout

by kennyzir in kennyzir/7deer_skills

从 YouTube 订阅内容中抓取并分析新游戏信号,生成带评分和平台分类的游戏发现报告。适用于通过 Chrome CDP 监测频道和筛选潜力游戏。

MITAuto-check passedMarketing & SEO

Install Youtube Game Scout

skills CLI
$ npx skills add kennyzir/7deer_skills --skill youtube-game-scout -a claude-code

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

GitHub CLI
$ gh skill install kennyzir/7deer_skills youtube-game-scout --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/kennyzir/7deer_skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/youtube-game-scout .claude/skills/youtube-game-scout && 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
youtube-game-scout
GitHub stars
322
Token cost
~455 tokens
SKILL.md length
136 words
Files
4 (incl. scripts)
Skills in repo
33
Repo updated
First seen
Licence
MIT

At a glance

从 YouTube 订阅内容中抓取并分析新游戏信号,生成带评分和平台分类的游戏发现报告。适用于通过 Chrome CDP 监测频道和筛选潜力游戏。

  • Works in 4 steps: CDP 滚动抓取 — 连接 Chrome 浏览器,滚动 YouTube 订阅… → 游戏信号分析 — 0-20 分信号评分,识别… → 平台分类 — 区分 Roblox/Steam/itch.io/HTML5/AAA… → …
  • Marketing & SEO work in your project
  • SKILL.md covers 概述, 核心功能, 脚本说明 and 工作流程, plus 2 more sections
  • Runs Python and JavaScript scripts from its folder; calls node, python3 and npm

What it does

Youtube Game Scout is an agent skill from kennyzir/7deer_skills. 从 YouTube 订阅内容中抓取并分析新游戏信号,生成带评分和平台分类的游戏发现报告。适用于通过 Chrome CDP 监测频道和筛选潜力游戏。

Its SKILL.md is about 460 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts (for example `README.md`, `scripts/analyze_game_discovery.py` and `scripts/cdp_game_scout.js`).

It sits in Marketing & SEO. It works with YouTube. The repository describes itself as: Composable, auditable Agent Skills for building Roblox game sites—from opportunity and keyword research to content, SEO, updates, and backlinks. The licence is MIT.

When your agent uses it

  • Marketing & SEO work in your project

Example prompts

  • “/youtube-game-scout”

Requirements

  • Python 3
  • Node.js

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. CDP 滚动抓取 — 连接 Chrome 浏览器,滚动 YouTube 订阅 feed,提取视频元数据
  2. 游戏信号分析 — 0-20 分信号评分,识别 NEW/UPDATE/EMERGING 关键词
  3. 平台分类 — 区分 Roblox/Steam/itch.io/HTML5/AAA 游戏
  4. 报告生成 — 输出 markdown 格式游戏发现报告

What it can do on your machine

Read from SKILL.md and the folder at commit 32a6881. 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 2 files in scripts/ (Python and JavaScript), which the agent can run.

    Shell commands in SKILL.md call:

    • node
    • python3
    • npm

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

  • Network

    No URLs in SKILL.md. Its commands use npm, which can reach the network depending on how they are called.

    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

Youtube Game Scout loads about 455 tokens when it runs. Until then it costs about 23 tokens; SKILL.md has 136 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~23
When it runs · the whole SKILL.md, loaded when a task matches
~455

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); the scripts in this folder are not scanned.

SKILL.md

The full file from kennyzir/7deer_skills at commit 32a6881, republished under its MIT licence (© kennyzir). 136 words, ~455 tokens.

Download SKILL.mdSave it as .claude/skills/youtube-game-scout/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.
name
youtube-game-scout
description
从 YouTube 订阅内容中抓取并分析新游戏信号,生成带评分和平台分类的游戏发现报告。适用于通过 Chrome CDP 监测频道和筛选潜力游戏。

YouTube Game Scout Skill

概述

通过 CDP (Chrome DevTools Protocol) 自动化抓取 YouTube 订阅频道,识别新游戏发现信号,生成结构化游戏发现报告。

核心功能

  1. CDP 滚动抓取 — 连接 Chrome 浏览器,滚动 YouTube 订阅 feed,提取视频元数据
  2. 游戏信号分析 — 0-20 分信号评分,识别 NEW/UPDATE/EMERGING 关键词
  3. 平台分类 — 区分 Roblox/Steam/itch.io/HTML5/AAA 游戏
  4. 报告生成 — 输出 markdown 格式游戏发现报告

脚本说明

cdp_game_scout.js

CDP 游戏侦察脚本。通过 Chrome 远程调试端口连接浏览器,滚动订阅 feed 并提取视频数据。

前置条件:

  • Chrome 浏览器需开启远程调试端口:--remote-debugging-port=18800
  • Node.js 环境
  • ws npm 模块:npm install -g ws

使用方法:

bash
# 1. 启动 Chrome(macOS)
open -a "Google Chrome" --args --remote-debugging-port=18800

# 2. 运行抓取脚本
NODE_PATH=$HOME/.npm-global/lib/node_modules \
  node cdp_game_scout.js

输出:

  • /tmp/yt_games_final.json — 原始视频数据
  • 终端打印抓取进度
analyze_game_discovery.py

游戏发现信号分析器。读取 JSON 数据,输出评分后的游戏发现报告。

前置条件:

  • Python 3.7+
  • 无额外依赖

使用方法:

bash
python3 analyze_game_discovery.py

评分维度(0-20 分):

信号分值范围说明
NEW GAME+5-10首次发现/新发布
UPDATE+3-5游戏更新版本
EMERGING+4-8上升期游戏
PLATFORM+1-3平台明确度
GENRE+1-2类型清晰度
PERSONAL REVIEW+2"I played/tried" 亲测信号
WORTH IT+1价值评估信号

输出:

  • /tmp/game_discovery_report.md — 结构化报告

工作流程

手动浏览订阅频道(browser 工具)
    ↓
运行 cdp_game_scout.js 抓取数据
    ↓
运行 analyze_game_discovery.py 分析
    ↓
生成游戏发现报告
    ↓
(可选)推送至 Feishu 文档

配置

  • CDP WebSocket URL: ws://127.0.0.1:18800/devtools/page/<TARGET_ID>
  • 抓取深度: 25 次滚动(~5 天视频覆盖)
  • 数据存储: /tmp/yt_games_final.json

局限性

  • 需手动登录 YouTube 获取订阅 feed 访问权限
  • 频道名称提取受 YouTube Shadow DOM 影响
  • 滚动深度有限,超出窗口的视频不会被抓取
  • 建议配合 YouTube Game Keywords cron(10:00 CST)使用

© kennyzir, 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 3 other files (scripts) in youtube-game-scout of kennyzir/7deer_skills.

  • SKILL.md
  • README.md
  • scripts/analyze_game_discovery.py
  • scripts/cdp_game_scout.js

Open the folder on GitHubat commit 32a6881

Compare with similar skills

Youtube Game Scout 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.

Youtube Game Scout compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Youtube Game Scout this skillkennyzir/7deer_skills322—~455Automated safety check: PassMIT
Google SEO APIsAgriciDaniel/claude-seo19k1 repos~4.2kAutomated safety check: PassMIT
Blog GoogleAgriciDaniel/claude-blog2.3k1 repos~3.3kAutomated safety check: NotesMIT
SEO DataforseoAgriciDaniel/codex-seo7992 repos~4.6kAutomated safety check: PassMIT
Paid Ads AuditAgriciDaniel/claude-ads9.9k—~1.5kAutomated safety check: PassMIT
Influencer Discoverytigerless-labs/influencer-discovery212—~2.5kAutomated safety check: NotesNone

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Works with

Categories

Questions about Youtube Game Scout

What does Youtube Game Scout do?

从 YouTube 订阅内容中抓取并分析新游戏信号,生成带评分和平台分类的游戏发现报告。适用于通过 Chrome CDP 监测频道和筛选潜力游戏。. Youtube Game Scout is an agent skill from kennyzir/7deer_skills.

When should I use Youtube Game Scout?

Youtube Game Scout fits situations like: marketing & SEO work in your project.

How do I install Youtube Game Scout in Claude Code?

Run `npx skills add kennyzir/7deer_skills --skill youtube-game-scout -a claude-code`. Or copy the skill folder (youtube-game-scout in kennyzir/7deer_skills) into .claude/skills/youtube-game-scout in your project. Claude Code loads it when a task matches its description.

How do I install Youtube Game Scout in Codex?

Run `npx skills add kennyzir/7deer_skills --skill youtube-game-scout -a codex`. Or copy the skill folder (youtube-game-scout in kennyzir/7deer_skills) into .agents/skills/youtube-game-scout in your project. Codex loads it when a task matches its description.

Can I use Youtube Game Scout 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 kennyzir/7deer_skills --skill youtube-game-scout -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/youtube-game-scout, .gemini/skills/youtube-game-scout, .github/skills/youtube-game-scout and .opencode/skills/youtube-game-scout in your project.

What does Youtube Game Scout need to run?

Going by SKILL.md and its folder, Youtube Game Scout needs Python and JavaScript for the scripts in its folder and the command-line tools its instructions call (node, python3 and npm). Our summary lists: Python 3; Node.js.

Does Youtube Game Scout access the network?

SKILL.md contains no URLs. Its commands use npm, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Youtube Game Scout 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Youtube Game Scout use?

Youtube Game Scout 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 Youtube Game Scout use?

About 455 tokens (SKILL.md is roughly 1.8k 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 Youtube Game Scout?

Skills that share tags, products or a category with Youtube Game Scout: Google SEO APIs (AgriciDaniel/claude-seo, 19k stars), Blog Google (AgriciDaniel/claude-blog, 2.3k stars), SEO Dataforseo (AgriciDaniel/codex-seo, 799 stars) and Paid Ads Audit (AgriciDaniel/claude-ads, 9.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Youtube Game Scout?

kennyzir (a GitHub user) maintains it in kennyzir/7deer_skills, which has 322 GitHub stars. The repository holds 33 skills in this directory. The repository was last updated on September 29, 2026.

Source: kennyzir/7deer_skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.