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 global-ai-news-briefgit 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/global-ai-news-brief)<a href="https://agentmods.dev/skills/redfox-data/redfox-community-dsh/global-ai-news-brief"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/global-ai-news-brief/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/global-ai-news-brief"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/global-ai-news-brief.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 | $0.00204 | $0.04055 |
| Opus 5 | $0.00102 | $0.02027 |
| Sonnet 5 | $0.00041 | $0.00811 |
| Haiku 4.5 | $0.00020 | $0.00405 |
Grade A, and why
global-ai-news-brief 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 12d 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 — 253 lines — stays where its author put it; the contents beside it link to each section on GitHub.
全球AI新闻简报
输入一个关键词，同时发起 11 大平台搜索请求，跨平台聚合数据后由 AI 生成深度情报报告。
覆盖平台
| # | 平台 | 接口路径 | 搜索参数 | 排序选项 |
|---|---|---|---|---|
| 1 | 抖音 | /story/api/dy/data/searchWork |
keyword, pageNum, pageSize | — |
| 2 | 小红书 | /story/api/xhsUser/searchArticle |
keyword, offset, sortType | 0=默认/2=最新/4=最热 |
| 3 | 公众号 | /story/api/gzh/data/searchArticle |
keyword, offset, sortType | 0=默认/2=最新/4=最热 |
| 4 | B站 | /story/api/bili/data/workSearch |
keyword, page, pageSize, order | time/play/like/comment/favorite |
| 5 | 快手 | /story/api/ksAllData/searchWork |
keyword, page, size, sort | 综合/最新/最多点赞/最多收藏 |
| 6 | 视频号 | /story/api/sphAllData/searchWork |
keyword, sort, page, size | 综合/最新/最多点赞/最多收藏 |
| 7 | 今日头条 | /story/api/toutiao/searchWork |
keyword, offset | — |
| 8 | TikTok | /story/api/tiktok/ability/searchVideo |
keyword, offset, count, sortType, publishTime, region | 0=相关度/1=最多点赞 |
| 9 | /story/api/ins/search |
keyword, paginationToken | — | |
| 10 | X(Twitter) | /story/api/x/search |
keyword, searchType, cursor | Top/Latest/Media |
| 11 | YouTube | /story/api/youtube/searchVideo |
searchQuery, continuationToken | — |
所有接口 Host:
https://redfox.hk，Method:POST，Content-Type:application/json，鉴权方式见下方「🔑 鉴权」。 详细请求/响应字段见 api-reference.md。
🔑 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：
{ "env": { "REDFOX_API_KEY": "ak_xxxx..." } }
方案2: 终端配置
export REDFOX_API_KEY="ak_xxxx..."
所有平台接口的请求头均携带 REDFOX-API-KEY + X-API-Key（值均为 $REDFOX_API_KEY），缺失时脚本报错退出并提示配置。
工作流程
Step 1：关键词处理
- 用户输入的关键词直接作为搜索词
- 若输入含"达人""博主""KOL""网红""账号"等后缀，自动剥离后缀仅保留核心语义词
- 可询问用户是否需要指定平台范围（默认全部 11 个平台）
Step 2：并行数据采集
使用脚本 scripts/fetch_all.py 一键并行采集（内部用线程池并发请求全部平台）：
python3 ~/.agents/skills/global-ai-news-brief/scripts/fetch_all.py "关键词" --pretty
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.
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.
- 12d ago First seen · 253 lines · 204 tokens per session scan A 7cfbaf73636f
global-ai-news-brief is a skill published in the GitHub repository redfox-data/redfox-community-dsh (6 stars, last pushed yesterday), licensed MIT. It adds 204 tokens to every session and 4,055 once invoked, about $0.0010 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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