Agent skill

Youtube Comment

by redfox-data in redfox-data/redfox-community

YouTube视频评论分析工具。输入视频链接即可获取评论数据,支持翻页续查与四维情感分析(积极/负面/需求/竞品),快速掌握任意视频下的用户反馈全貌。当用户需要查看YouTube视频评论、分析视频舆情、了解用户反馈时使用。触发词:YouTube评论、油管评论、视频评论、评论查询、评论分析、评论舆情、看评论、youtube评论、YT评论。

No licenceAuto-check passed

Install Youtube Comment

skills CLI
$ npx skills add redfox-data/redfox-community --skill youtube-comment -a claude-code

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

GitHub CLI
$ gh skill install redfox-data/redfox-community youtube-comment --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/redfox-data/redfox-community.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/youtube-comment .claude/skills/youtube-comment && 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-comment
GitHub stars
425
Token cost
~1.2k tokens
SKILL.md length
261 words
Files
7 (incl. scripts, references)
Skills in repo
123
Repo updated
First seen
Licence
None found

At a glance

YouTube视频评论分析工具。输入视频链接即可获取评论数据,支持翻页续查与四维情感分析(积极/负面/需求/竞品),快速掌握任意视频下的用户反馈全貌。当用户需要查看YouTube视频评论、分析视频舆情、了解用户反馈时使用。触发词:YouTube评论、油管评论、视频评论、评论查询、评论分析、评论舆情、看评论、youtube评论、YT评论。

  • Works in 2 steps: 将技能文件夹放入你的 Skills 目录 → 配置数据服务接入凭证(详见 核心工作流)
  • SKILL.md covers 简介, 功能特性, 一键安装 and 使用指南, plus 3 more sections
  • Runs Python scripts from its folder; reaches youtube.com and youtu.be; needs REDFOX_API_KEY

What it does

Youtube Comment is an agent skill from redfox-data/redfox-community. YouTube视频评论分析工具。输入视频链接即可获取评论数据,支持翻页续查与四维情感分析(积极/负面/需求/竞品),快速掌握任意视频下的用户反馈全貌。当用户需要查看YouTube视频评论、分析视频舆情、了解用户反馈时使用。触发词:YouTube评论、油管评论、视频评论、评论查询、评论分析、评论舆情、看评论、youtube评论、YT评论。

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including scripts and reference files (for example `README.en.md`, `README.md` and `references/api_guide.md`).

It works with YouTube. The repository describes itself as: 红狐数据(RedFoxHub) 技能合集:面向 Agent 的可复用 SKILL 集合,覆盖灵感、选题、文案创作、数据复盘等场景,持续更新。

Example prompts

  • “/youtube-comment”

Requirements

  • Python 3
  • A credential in REDFOX_API_KEY

Workflow steps

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

  1. 将技能文件夹放入你的 Skills 目录
  2. 配置数据服务接入凭证(详见 核心工作流)

What it can do on your machine

Read from SKILL.md and the folder at commit 8263643. 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), which the agent can run.

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

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • youtube.com
    • youtu.be

    Also links to:

    • redfox.hk

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

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • REDFOX_API_KEY

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

Context cost

Youtube Comment loads about 1.2k tokens when it runs, and up to ~4.9k if it reads all its reference files. Until then it costs about 46 tokens; SKILL.md has 261 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~46
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~4.9k

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 261 words (~1,221 tokens).

“YouTube视频评论分析 是一款专为社交媒体运营、品牌方、市场研究人员和内容创作者设计的智能评论洞察工具。通过红狐 API 获取 YouTube 视频的真实评论数据,结合 AI 四维情感分析(积极/负面/需求/竞品),快速掌握任意视频下的用户反馈全貌。”

— opening of SKILL.md by redfox-data
name
youtube-comment

Read the full SKILL.md on GitHub

Files

SKILL.md and 6 other files (scripts, references) in skills/youtube-comment of redfox-data/redfox-community.

  • SKILL.md
  • README.en.md
  • README.md
  • references/api_guide.md
  • references/core_workflow.md
  • scripts/backfill_html.py
  • scripts/youtube_comment_search.py

Open the folder on GitHubat commit 8263643

Compare with similar skills

Youtube Comment 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 Comment compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Youtube Comment this skillredfox-data/redfox-community425—~1.2kAutomated safety check: PassNone
MarkitdownImCa0/just-laws78114 repos~3.2kAutomated safety check: NotesMIT
Banner Design Systemnextlevelbuilder/ui-ux-pro-max-skill134k1 repos~1.8kAutomated safety check: PassMIT
Agent ReachPanniantong/Agent-Reach93k—~1.4kAutomated safety check: PassMIT
Baoyu URL To Markdownsdyckjq-lab/llm-wiki-skill2.5k2 repos~3.2kAutomated safety check: PassNone
Google SEO APIsAgriciDaniel/claude-seo18k1 repos~4.2kAutomated safety check: PassMIT

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Works with

Questions about Youtube Comment

What does Youtube Comment do?

YouTube视频评论分析工具。输入视频链接即可获取评论数据,支持翻页续查与四维情感分析(积极/负面/需求/竞品),快速掌握任意视频下的用户反馈全貌。当用户需要查看YouTube视频评论、分析视频舆情、了解用户反馈时使用。触发词:YouTube评论、油管评论、视频评论、评论查询、评论分析、评论舆情、看评论、youtube评论、YT评论。. Youtube Comment is an agent skill from redfox-data/redfox-community.

How do I install Youtube Comment in Claude Code?

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

How do I install Youtube Comment in Codex?

Run `npx skills add redfox-data/redfox-community --skill youtube-comment -a codex`. Or copy the skill folder (skills/youtube-comment in redfox-data/redfox-community) into .agents/skills/youtube-comment in your project. Codex loads it when a task matches its description.

Can I use Youtube Comment 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 redfox-data/redfox-community --skill youtube-comment -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-comment, .gemini/skills/youtube-comment, .github/skills/youtube-comment and .opencode/skills/youtube-comment in your project.

What does Youtube Comment need to run?

Going by SKILL.md and its folder, Youtube Comment needs Python for the scripts in its folder and credentials named REDFOX_API_KEY. Our summary lists: Python 3; A credential in REDFOX_API_KEY.

Does Youtube Comment access the network?

SKILL.md names 3 domains. In commands or code: youtube.com and youtu.be; the agent is likely to contact these when it follows the instructions. As links in the text: redfox.hk. This is read from the text; nothing was executed.

Is Youtube Comment 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 Comment use?

No licence was found for Youtube Comment or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Youtube Comment use?

About 1.2k tokens (SKILL.md is roughly 4.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3.6k tokens, read only when the agent opens those files.

What are the alternatives to Youtube Comment?

Skills that share tags, products or a category with Youtube Comment: Markitdown (ImCa0/just-laws, 781 stars), Banner Design System (nextlevelbuilder/ui-ux-pro-max-skill, 134k stars), Agent Reach (Panniantong/Agent-Reach, 93k stars) and Baoyu URL To Markdown (sdyckjq-lab/llm-wiki-skill, 2.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Youtube Comment?

redfox-data (a GitHub user) maintains it in redfox-data/redfox-community, which has 425 GitHub stars. The repository holds 123 skills in this directory. The repository was last updated on September 29, 2026.

Source: redfox-data/redfox-community on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.