wechat-top-account

wechat-top-account is a skill for Claude Code, Codex from redfox-data/redfox-community-dsh. It costs 105 tokens per session (3,924 once invoked), scanned A, original, MIT.

A ranking and analysis tool for WeChat public accounts. It lists the top 50 accounts across 23 topic areas by day, week, or month and shows publishing, reading, and interaction data.

In plain words
What is it for?
Use it for competitor tracking, account research, industry comparisons, HTML chart reports, and scheduled ranking updates.
Why use it?
It makes it easier to compare leading accounts and follow changes in a content category without collecting the rankings yourself.

Skill for Claude CodeCodex

Which agent this was written for is unclear — built for openclaw. Also seen: built for openclaw.

Good fit Use it for competitor tracking, account research, industry comparisons, HTML chart reports, and scheduled ranking updates.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/redfox-data/redfox-community-dsh/wechat-top-account
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add redfox-data/redfox-community-dsh --skill wechat-top-account
Clone the repo
git clone --depth 1 https://github.com/redfox-data/redfox-community-dsh

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for wechat-top-account

README.md
[![agentmods](https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/wechat-top-account/github.svg)](https://agentmods.dev/skills/redfox-data/redfox-community-dsh/wechat-top-account)
Your own site
<a href="https://agentmods.dev/skills/redfox-data/redfox-community-dsh/wechat-top-account"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/wechat-top-account/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for wechat-top-account

Your own site · 80×15
<a href="https://agentmods.dev/skills/redfox-data/redfox-community-dsh/wechat-top-account"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/wechat-top-account.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 105 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,924 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00105 $0.03924
Opus 5 $0.00053 $0.01962
Sonnet 5 $0.00021 $0.00785
Haiku 4.5 $0.00011 $0.00392

Measured 8d ago against content hash 4f83dbc29908, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

wechat-top-account scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/gen_gzh_html.py, scripts/gzh_growth_fetcher.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/wechat-top-account/SKILL.md · 385 lines

How it starts

The opening of the file, as written. The whole thing — 385 lines — stays where its author put it; the contents beside it link to each section on GitHub.

公众号热门账号推荐

简介

公众号热门账号推荐是一款微信公众号综合实力排行查询工具,帮助用户快速获取同赛道头部账号的阅读与互动数据,支撑运营对标与竞品跟踪。

通过对话或命令行,你可以:

  • 📊 查询 23 个垂直分类的 TOP50 榜单,支持日榜、周榜、月榜切换
  • 📈 查看综合评分(满分 100)及发布数、阅读分布、点赞、在看、转发等指标
  • 🔍 获取内容生态、热点影响、蓝海赛道三类数据解读
  • 📄 导出 HTML 可视化报告(支持图片/PDF)
  • 🔔 订阅日/周/月榜,按更新时间自动推送

适用于公众号运营者、MCN 机构、品牌营销人员及需跟踪公众号竞争格局的内容团队。

功能特性

🎯 核心功能

  • 📊 多维排行查询:按日榜、周榜、月榜查询 23 个分类 TOP50,输入关键词自动匹配分类
  • 📈 综合评分体系:基于阅读、点赞、在看、转发等指标计算综合评分,满分 100
  • 🔍 深度分析:提供内容生态变化、热点影响力量化、蓝海赛道挖掘三种解读视角
  • 📄 HTML 报告:生成可视化榜单页面,支持导出图片和 PDF
  • 🔔 定时订阅:支持订阅日榜、周榜、月榜,按更新时间自动推送

✨ 特色亮点

  • ⚡ 定时更新:日榜每日 17:30、周榜每周一 17:30、月榜每月 3 日 23:00 自动刷新
  • 📅 有限回溯:日榜近 7 天、周榜近 3 周、月榜近 3 个月,超出范围自动调整并提示
  • 🔗 数据一致:榜单表格与 HTML 报告共用同一 API,顺序与内容完全一致
  • 🔒 API 接入:通过红狐Hub API Key 调用

鉴权

获取 API Key

  1. 访问 红狐Hub 官网 了解服务详情
  2. 前往 注册页面 注册账号
  3. 新注册用户将获赠免费积分,可立即开始使用 API 服务
  4. 注册登录后,在个人中心获取 API Key,格式为 ak_xxxxxxxx

配置 API Key

REDFOX_API_KEY 从环境变量获取,格式 ak_xxxxxxxx。脚本采用三级认证回退:

优先级 来源 说明
1 环境变量 REDFOX_API_KEY 直接读取当前会话的环境变量
2 Shell 配置文件 自动读取 ~/.zshrc / ~/.bashrc / ~/.bash_profile / PowerShell Profile 中的配置
3 用户输入 若以上均未检测到,提示用户手动配置

macOS / Linux

echo 'export REDFOX_API_KEY=<你的apikey>' >> ~/.zshrc
source ~/.zshrc

Windows(PowerShell):

[Environment]::SetEnvironmentVariable("REDFOX_API_KEY", "<你的apikey>", "User")

或将以下内容写入 PowerShell Profile:

$env:REDFOX_API_KEY = "<你的apikey>"

配置后需重启终端。验证:echo $REDFOX_API_KEY(macOS/Linux)或 $env:REDFOX_API_KEY(Windows PowerShell)。

一键安装

前置条件

  • Python 3.8 及以上版本
  • requests 库:pip install requests
  • 红狐Hub API Key,格式 ak_xxxxxxxx

安装方式

SkillHub
  1. 前往 SkillHub
  2. 搜索 wechat-top-account公众号热门账号推荐
  3. 安装说明
  • 可通过「通过对话安装」方式安装
  • 如未安装 SkillHub 商店,先安装商店再安装 skill
  • 支持下载 Zip 包到本地,通过本地导入方式安装
ClawHub
  1. 前往 ClawHub
  2. 搜索 wechat-top-account公众号热门账号推荐
  3. 安装说明

Read the full file on GitHub · 385 lines

Files

What ships with it

5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago First seen · 385 lines · 105 tokens per session scan A 4f83dbc29908

Subscribe to this mod's changes

wechat-top-account is a skill published in the GitHub repository redfox-data/redfox-community-dsh (6 stars, last pushed yesterday), licensed MIT. It adds 105 tokens to every session and 3,924 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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