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 multi-content-feedgit 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/multi-content-feed)<a href="https://agentmods.dev/skills/redfox-data/redfox-community-dsh/multi-content-feed"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/multi-content-feed.svg" alt="Measured on agentmods" 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 | $0.00155 | $0.03398 |
| Opus 5 | $0.00077 | $0.01699 |
| Sonnet 5 | $0.00031 | $0.00680 |
| Haiku 4.5 | $0.00015 | $0.00340 |
Grade A, and why
multi-content-feed 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 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.
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.
How it starts
The opening of the file, as written. The whole thing — 337 lines — stays where its author put it; the contents beside it link to each section on GitHub.
全网内容出海信息源
简介
全网内容出海信息源是一款专为内容出海创作者设计的全平台爆款内容追踪工具,参考AI-B站信息源的功能和样式设计。
通过红狐Hub API (queryContentExportTop),你可以:
- 📊 每日自动扫描全平台(公众号/抖音/视频号/小红书/快手/B站)内容出海Top50作品
- 🏷️ 基于API返回的
topic字段智能聚类题材方向 - 📈 生成包含平台标签、封面图、互动数据与创作洞察的可视化HTML日报
- 🔍 支持按平台、关键词、时间范围定向查询
适用于内容出海创作者、运营人员、MCN机构等需要把握全平台内容出海流量风口的场景。
⚠️ 重要:数据每日15:00更新前一天数据,目标日期无数据时禁止自动调用接口,必须先告知用户并等待确认。
⛔ 输出规范:日报生成后,对话回复必须严格按照输出模板输出 md 内容,禁止任何自由发挥、省略或口语化文字。详见 references/core_workflow.md 中的终端输出格式规范。
功能特性
🎯 核心功能
| 功能模块 | 能力描述 | 核心价值 |
|---|---|---|
| 📊 爆款发现 | 从全平台内容出海中按点赞量获取Top50作品 | 精准定位各平台高热度内容 |
| 🏷️ 题材聚类 | 基于API返回的topic字段自动聚类,题材分类完全由数据决定 | 无需预定义关键词,动态归类 |
| 🌐 全平台覆盖 | 支持公众号/抖音/视频号/小红书/快手/B站 6大平台 | 一站式获取全平台数据 |
| 🔍 智能查询 | 默认查询全平台,可按关键词和平台定向查询 | 灵活覆盖任意细分方向 |
| 📈 创作洞察 | 分析各平台内容风格、跨平台题材对比、平台差异化策略 | 深度挖掘平台特征与创作规律 |
| 🎨 可视化日报 | 白色主题HTML,平台标签+封面图+互动数据+作品直链 | 直观展示每日热点 |
| 🔔 一键订阅 | --subscribe 开启每日自动产出 |
日报自动攒在本地文件夹 |
✨ 特色亮点
- ⚡ 智能日期判断:脚本内置
DATA_UPDATE_HOUR = 15常量,调用接口前自动检测目标日期是否在无数据区间 - 🌐 全平台适配:API返回各平台Top50,公众号按阅读数排序,其余按点赞数排序;作品链接直接使用API返回的url字段
- 🏷️ 平台标签:HTML日报中每条作品展示彩色平台标签(公众号绿/抖音黑/小红书红等)
- 🔒 安全可靠:API Key通过环境变量
REDFOX_API_KEY获取,禁止硬编码
一键安装
前置条件
- Python 3 运行环境
- 已注册红狐Hub账号并获取 API Key
安装步骤
1. 获取 API Key
前往 红狐Hub 官网 注册,登录后在个人中心获取,格式为 ak_xxxxxxxx。新注册用户获赠免费积分。
2. 配置环境变量
macOS/Linux:
echo 'export REDFOX_API_KEY=ak_xxxxxxxx' >> ~/.zshrc
source ~/.zshrc
Windows(PowerShell):
[Environment]::SetEnvironmentVariable("REDFOX_API_KEY", "ak_xxxxxxxx", "User")
配置后需重启终端使环境变量生效。
3. 验证配置
# macOS/Linux
echo $REDFOX_API_KEY
# Windows
echo %REDFOX_API_KEY%
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,通过 X-API-KEY 请求头鉴权 |
使用指南
基础使用
1. 生成最新日报
python3 assets/daily_report.py --latest
执行流程:
- 自动计算最新可用日期(15:00规则)
- 查询全平台Top50(公众号+抖音+视频号+小红书+快手+B站)
- 题材聚类+生成HTML日报
- 自动浏览器打开
What ships with it
7 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 · 337 lines · 155 tokens per session scan A 6b644ea6640e
multi-content-feed is a skill published in the GitHub repository redfox-data/redfox-community-dsh (5 stars, last pushed 5d ago), licensed MIT. It adds 155 tokens to every session and 3,398 once invoked, about $0.0008 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 2026-08-31.
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