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-original-hotgit 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-original-hot)<a href="https://agentmods.dev/skills/redfox-data/redfox-community-dsh/wechat-original-hot"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/wechat-original-hot/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-original-hot"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/wechat-original-hot.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 | $0.00048 | $0.03877 |
| Opus 5 | $0.00024 | $0.01938 |
| Sonnet 5 | $0.00010 | $0.00775 |
| Haiku 4.5 | $0.00005 | $0.00388 |
Grade A, and why
wechat-original-hot 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 7d 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.
无需额外安装，脚本使用Python标准库（json、argparse、os、sys、urllib、ssl）。 How it starts
The opening of the file, as written. The whole thing — 336 lines — stays where its author put it; the contents beside it link to each section on GitHub.
公众号热门原创文章
1. 简介
一句话定位：公众号原创爆文推荐工具，全网持续收录每日公众号原创热门文章，支持按分类和日期筛选，提供HTML可视化报告和每日订阅推送。
核心价值：
- 聚焦原创：专注收录公众号原创爆款文章，区别于转载/洗稿内容
- 灵活查询：支持分类查询、日期查询、时间范围查询等多种方式
- 完整数据输出：对话中逐条展示所有文章，禁止截断省略
适用对象：公众号内容创作者、原创写手、爆文研究者、自媒体运营。
重要提示：本Skill必须调用脚本获取数据，禁止AI自行生成任何内容。
2. 功能特性
核心功能
| 功能模块 | 能力描述 | 核心价值 |
|---|---|---|
| 📊 原创爆文榜单 | 获取公众号原创热门文章TOP50 | 专注原创内容，洞察创作趋势 |
| 🏷️ 分类筛选 | 22个标准分类独立查询 | 精准定位垂直领域原创爆文 |
| 📅 日期回溯 | 支持指定日期查询，默认回溯30天 | 灵活查询历史数据 |
| 🎨 HTML可视化报告 | 微信绿主题设计，支持PDF导出 | 便于分享存档和数据汇报 |
| ⏰ 订阅推送 | 每日19:30定时推送 | 持续追踪原创爆文动态 |
特色亮点
- 强制脚本调用：禁止AI自行生成内容，确保数据真实性
- 逐条完整展示：limit=20就必须逐条输出全部20条，严禁截断或省略
- 智能时间判断：根据数据同步时间(19:30)自动计算正确查询区间
- 分类泛化匹配：支持模糊关键词自动匹配到22个标准分类
3. 一键安装
鉴权
获取 API Key
请前往 红狐hub 获取API KEY
配置 API Key
方案1: 以OpenClaw为例，将REDFOX_API_KEY添加到~/.openclaw/openclaw.json中，部分内容如下：
{ "env": { "REDFOX_API_KEY": "ak_xxxx..." } }
方案2: 终端配置：
export REDFOX_API_KEY="ak_xxxx..."
依赖安装
无需额外安装，脚本使用Python标准库（json、argparse、os、sys、urllib、ssl）。
环境变量配置
| 变量名 | 说明 | 必填 |
|---|---|---|
REDFOX_API_KEY |
红狐 API Key | 是 |
4. 使用指南
基础使用
启动提示
Skill 加载后提示用户：「技能已加载完成。是否为您推送最新的原创爆款文章？」
查询总榜原创爆文
python scripts/fetch_articles.py --type "总排名" --limit 20
或不传 --type，默认为"总排名"。输出最新原创爆款文章Top20。
分类查询
python scripts/fetch_articles.py --type "科技数码" --limit 20
分类名称从用户输入中匹配，参考 分类映射表。
日期查询
python scripts/fetch_articles.py --type "总排名" --start_date "2026-05-03" --limit 20
脚本会自动计算 endDate = startDate + 1天。
高级使用
用户意图识别
智能体首先识别用户意图类型：
| 意图类型 | 触发词 | 处理方式 |
|---|---|---|
| 直接查询 | "今日爆文"、"原创爆文"、"最新爆文" | 输出最新原创爆款Top20 |
| 分类查询 | "科技"、"健康养生"、"财经" | 匹配分类，输出该分类Top20 |
| 日期查询 | "5月3日的原创爆款"、"昨日爆文" | 输出指定日期爆文Top20 |
| 时间范围 | "最近"、"最新"（无明确时间） | 默认查询过去7天，输出Top20 |
| 模糊输入 | 输入不明确 | 直接推送今日原创热门文章 |
What ships with it
6 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.
- 7d ago First seen · 336 lines · 48 tokens per session scan A 16941a6d577b
wechat-original-hot is a skill published in the GitHub repository redfox-data/redfox-community-dsh (5 stars, last pushed today), licensed MIT. It adds 48 tokens to every session and 3,877 once invoked, about $0.0002 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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