Agent skill

Wechat Top Account

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

公众号热门账号推荐快速获取微信公众号综合实力排行榜TOP50,支持按日榜/周榜/月榜及垂直领域筛选,展示综合评分以及详细数据。支持深度分析单个账号、导出HTML可视化报告、订阅日/周/月榜推送。当用户需要查询公众号实力排行、按时间或领域筛选、查看互动指标、获取榜单解读、导出图表或接收定期推送时使用。

No licenceAuto-check passedProductivity & Automation

Install Wechat Top Account

skills CLI
$ npx skills add redfox-data/redfox-community --skill wechat-top-account -a claude-code

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

GitHub CLI
$ gh skill install redfox-data/redfox-community wechat-top-account --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/wechat-top-account .claude/skills/wechat-top-account && 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
wechat-top-account
GitHub stars
425
Token cost
~1.9k tokens
SKILL.md length
529 words
Files
6 (incl. scripts, references)
Skills in repo
124
Repo updated
First seen
Licence
None found

At a glance

公众号热门账号推荐快速获取微信公众号综合实力排行榜TOP50,支持按日榜/周榜/月榜及垂直领域筛选,展示综合评分以及详细数据。支持深度分析单个账号、导出HTML可视化报告、订阅日/周/月榜推送。当用户需要查询公众号实力排行、按时间或领域筛选、查看互动指标、获取榜单解读、导出图表或接收定期推送时使用。

  • Works in 7 steps: 发起榜单查询 → 查看榜单结果 → 选择扩展功能 → …
  • Tasks that involve Messaging and chat bots
  • SKILL.md covers 简介, 功能特性, 鉴权 and 一键安装, plus 4 more sections
  • Runs Python scripts from its folder; calls python and pip; needs REDFOX_API_KEY

What it does

Wechat Top Account is an agent skill from redfox-data/redfox-community. 公众号热门账号推荐快速获取微信公众号综合实力排行榜TOP50,支持按日榜/周榜/月榜及垂直领域筛选,展示综合评分以及详细数据。支持深度分析单个账号、导出HTML可视化报告、订阅日/周/月榜推送。当用户需要查询公众号实力排行、按时间或领域筛选、查看互动指标、获取榜单解读、导出图表或接收定期推送时使用。

Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts and reference files (for example `README.en.md`, `README.md` and `references/core_workflow.md`).

It sits in Productivity & Automation, covering Messaging and chat bots. It works with WeChat and PowerShell. 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。

When your agent uses it

  • Tasks that involve Messaging and chat bots

Example prompts

  • “/wechat-top-account”

Requirements

  • Python 3
  • A credential in REDFOX_API_KEY

Workflow steps

7 steps, taken from the step headings in SKILL.md.

  1. 发起榜单查询
  2. 查看榜单结果
  3. 选择扩展功能
  4. 指定分类与日期
  5. 生成 HTML 可视化报告
  6. 获取深度分析解读
  7. 订阅定时推送

What it can do on your machine

Read from SKILL.md and the folder at commit bffe5a8. 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.

    Shell commands in SKILL.md call:

    • python
    • pip

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

  • Network

    Links to these hosts (documentation or services it may open):

    • redfox.hk
    • skillhub.cn
    • clawhub.ai

    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

Wechat Top Account loads about 1.9k tokens when it runs, and up to ~6.5k if it reads all its reference files. Until then it costs about 42 tokens; SKILL.md has 529 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~42
When it runs · the whole SKILL.md, loaded when a task matches
~1.9k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~6.5k

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 529 words (~1,893 tokens).

name
wechat-top-account

Read the full SKILL.md on GitHub

Files

SKILL.md and 5 other files (scripts, references) in skills/wechat-top-account of redfox-data/redfox-community.

  • SKILL.md
  • README.en.md
  • README.md
  • references/core_workflow.md
  • scripts/gen_gzh_html.py
  • scripts/gzh_growth_fetcher.py

Open the folder on GitHubat commit bffe5a8

Compare with similar skills

Wechat Top Account 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.

Wechat Top Account compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Wechat Top Account this skillredfox-data/redfox-community425—~1.9kAutomated safety check: PassNone
She Love Me863401402/she-love-me9251 repos~1.3kAutomated safety check: PassMIT
Claude To Imop7418/Claude-to-IM-skill2.9k—~3.4kAutomated safety check: NotesMIT
Yichen Mac Wechat Dual Openmcncarl/yichen-skills4.4k—~1.5kAutomated safety check: PassCustom licence
Create Experkfly/ex-skill2.5k—~3.7kAutomated safety check: NotesMIT
Wechat Article Extractorfreestylefly/wechat-article-extractor-skill1361 repos~1kAutomated safety check: PassNone

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Questions about Wechat Top Account

What does Wechat Top Account do?

公众号热门账号推荐快速获取微信公众号综合实力排行榜TOP50,支持按日榜/周榜/月榜及垂直领域筛选,展示综合评分以及详细数据。支持深度分析单个账号、导出HTML可视化报告、订阅日/周/月榜推送。当用户需要查询公众号实力排行、按时间或领域筛选、查看互动指标、获取榜单解读、导出图表或接收定期推送时使用。. Wechat Top Account is an agent skill from redfox-data/redfox-community.

When should I use Wechat Top Account?

Wechat Top Account fits situations like: tasks that involve Messaging and chat bots.

How do I install Wechat Top Account in Claude Code?

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

How do I install Wechat Top Account in Codex?

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

Can I use Wechat Top Account 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 wechat-top-account -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/wechat-top-account, .gemini/skills/wechat-top-account, .github/skills/wechat-top-account and .opencode/skills/wechat-top-account in your project.

What does Wechat Top Account need to run?

Going by SKILL.md and its folder, Wechat Top Account needs Python for the scripts in its folder, the command-line tools its instructions call (python and pip) and credentials named REDFOX_API_KEY. Our summary lists: Python 3; A credential in REDFOX_API_KEY.

Does Wechat Top Account access the network?

SKILL.md names 3 domains. As links in the text: redfox.hk, skillhub.cn and clawhub.ai. This is read from the text; nothing was executed.

Is Wechat Top Account 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 Wechat Top Account use?

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

How many tokens does Wechat Top Account use?

About 1.9k tokens (SKILL.md is roughly 7.6k 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 4.7k tokens, read only when the agent opens those files.

What are the alternatives to Wechat Top Account?

Skills that share tags, products or a category with Wechat Top Account: She Love Me (863401402/she-love-me, 925 stars), Claude To Im (op7418/Claude-to-IM-skill, 2.9k stars), Yichen Mac Wechat Dual Open (mcncarl/yichen-skills, 4.4k stars) and Create Ex (perkfly/ex-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 Wechat Top Account?

redfox-data (a GitHub user) maintains it in redfox-data/redfox-community, which has 425 GitHub stars. The repository holds 124 skills in this directory. The repository was last updated on October 9, 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.