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.
npx skills add redfox-data/redfox-community-dsh --skill wechat-similar-accountgit clone --depth 1 https://github.com/redfox-data/redfox-community-dshWrote 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.
[](https://agentmods.dev/skills/redfox-data/redfox-community-dsh/wechat-similar-account)<a href="https://agentmods.dev/skills/redfox-data/redfox-community-dsh/wechat-similar-account"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/wechat-similar-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.
<a href="https://agentmods.dev/skills/redfox-data/redfox-community-dsh/wechat-similar-account"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/wechat-similar-account.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00097 | $0.03673 |
| Opus 5 | $0.00048 | $0.01836 |
| Sonnet 5 | $0.00019 | $0.00735 |
| Haiku 4.5 | $0.00010 | $0.00367 |
Grade A, and why
wechat-similar-account scanned grade A with 1 finding 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.
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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
| **依赖** | Python 标准库(json、argparse、os、urllib、platform、re) | How it starts
The opening of the file, as written. The whole thing — 313 lines — stays where its author put it; the contents beside it link to each section on GitHub.
公众号相似账号推荐
简介
公众号相似账号推荐是一款专为公众号创作者设计的智能对标匹配工具,帮助用户快速找到可参考的对标账号和可追赶的头部标杆。
通过简单的名称或ID输入,你可以:
- 📊 查询账号基本信息 + 近5篇文章数据
- 🎯 匹配同阶对标账号(可直接复制玩法)
- 🚀 推荐高阶标杆账号(模式成熟可追赶)
- 📈 基于3层加权体系生成个性化推荐理由
适用于公众号创作者、内容运营、账号投放决策等需要对标参考的场景。基于 RedFox 数据平台提供支持。
功能特性
🎯 核心功能
- 🔍 智能查询:支持按公众号名称、公众号ID、账号分类三种方式查询
- 📊 账号诊断:展示查询账号的基本信息、红狐指数、阅读数据及近5篇文章
- 🎯 同阶对标:推荐阅读数最接近的同赛道账号,可直接复制运营玩法
- 🚀 高阶标杆:推荐阅读数3-5倍的成熟账号,模式可参考追赶
✨ 特色亮点
- ⚖️ 3层加权匹配:核心基础(40%) + 运营变现(35%) + 数据特征(25%),推荐结果科学可落地
- 💡 7维度推荐理由:涵盖爆文标题引用、发文时段规律、分享传播力、互动率等,数据稀疏时自动补充红狐指数/近7天互动等维度
- 🔄 订阅推送:支持订阅对标账号推送,每日更新最新数据
- 📱 多输入方式:名称/ID/分类灵活查询,组合查询更精准
一键安装
前置条件
- Python 3.x 运行环境(仅依赖标准库,无需 pip install)
- 红狐Hub API Key(前往 RedFox 官网 注册获取,新用户赠送免费积分)
获取 API Key
配置 API Key
REDFOX_API_KEY 从环境变量获取。若未设置,Agent 应主动帮用户配置:
| 系统 | 配置方式 | 验证命令 |
|---|---|---|
| Windows | [Environment]::SetEnvironmentVariable("REDFOX_API_KEY", "<值>", "User") |
echo %REDFOX_API_KEY% |
| macOS/Linux | echo 'export REDFOX_API_KEY=<值>' >> ~/.zshrc && source ~/.zshrc |
echo $REDFOX_API_KEY |
配置后需重启终端生效,确保换一个 skill 也能读取到。
环境变量配置
| 变量名 | 必填 | 说明 |
|---|---|---|
REDFOX_API_KEY |
是 | 红狐Hub API 访问密钥,格式 ak_xxxxxxxx |
使用指南
基础使用
1. 按名称查询
告诉助手你想查询的公众号名称:
用户:帮我查"科技前沿"的对标账号
助手:调用脚本
python scripts/wechat_similar_accountr.py --account_name "科技前沿",按模板输出结果
2. 按ID查询
提供公众号ID进行精准查询:
用户:帮我查公众号ID为gh_xxx的对标
助手:调用脚本
python scripts/wechat_similar_accountr.py --account_id "gh_xxx",按模板输出结果
3. 按分类查询
指定账号分类查找对标:
用户:推荐科技数码类的对标账号
助手:调用脚本
python scripts/wechat_similar_accountr.py --account_type "科技数码",按模板输出结果
高级使用
4. 组合查询
同时指定名称和分类,查询更精准:
python scripts/wechat_similar_accountr.py --account_name "科技前沿" --account_type "科技数码"
What ships with it
4 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.
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.
- 8d ago First seen · 313 lines · 97 tokens per session scan A af03ca09a1ff
wechat-similar-account is a skill published in the GitHub repository redfox-data/redfox-community-dsh (6 stars, last pushed yesterday), licensed MIT. It adds 97 tokens to every session and 3,673 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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