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 ks-ai-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/ks-ai-feed)<a href="https://agentmods.dev/skills/redfox-data/redfox-community-dsh/ks-ai-feed"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/ks-ai-feed/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/ks-ai-feed"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/ks-ai-feed.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 | $0.00145 | $0.02344 |
| Opus 5 | $0.00072 | $0.01172 |
| Sonnet 5 | $0.00029 | $0.00469 |
| Haiku 4.5 | $0.00015 | $0.00234 |
Grade A, and why
ks-ai-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 10d 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 — 201 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AI快手信息源
📝 简介
每日自动扫描快手平台AI创作内容，按播放量筛选爆款视频、智能聚类生成深色主题HTML日报，同步输出基于智能情报调查员方法论的AI情报洞察。
✨ 功能特性
| 功能模块 | 能力描述 | 核心价值 |
|---|---|---|
| 爆款发现 | 按播放量筛选快手AI热门视频 | 精准定位高热度内容 |
| 智能聚类 | 从内容中自动识别话题方向 | 每日热点一目了然 |
| AI情报洞察 | 热度TOP话题、起量信号、达人分析、推荐调查方向 | 深度洞察流量趋势 |
| 可视化日报 | 深色HTML日报，含封面图、互动数据、视频直链 | 直观浏览与跳转 |
| 一键订阅 | --subscribe 开启每日自动产出 |
持续追踪不遗漏 |
| 图片兼容 | 防盗链代理 + HEIF/HEIC 自动转JPG | 封面图稳定展示 |
🔑 鉴权
前往 redfox.hk/login 注册获取 API Token,然后配置:
| 方式 | 命令 |
|---|---|
| 环境变量(推荐) | export REDFOX_API_KEY=ak_你的密钥 |
| 命令行参数 | --api-key ak_你的密钥 |
| 配置文件 | echo '{"api_key":"ak_你的密钥"}' > ~/.qoder/apis/redfox.json |
🔌 API 接口规范
批量查询接口
接口地址: POST https://redfox.hk/story/api/parseWork/queryKsAiMsgs/batch
请求头:
X-API-Key: ak_你的API密钥
Content-Type: application/json
请求体:
{
"keywords": ["AI", "人工智能", "大模型", "GPT", "Agent", "AI绘画", "AI教程"],
"pageNum": 1,
"pageSize": 200,
"source": "AI快手信息源-GitHub",
"startTime": "2026-06-16 00:00:00", // 可选
"endTime": "2026-06-16 23:59:59" // 可选
}
参数说明:
| 参数 | 类型 | 必填 | 说明 |
|---|---|---|---|
keywords |
Array | ✅ | 关键词数组,支持多关键词批量查询 |
pageNum |
Number | ✅ | 页码,从1开始 |
pageSize |
Number | ✅ | 每页条数,默认200 |
source |
String | ✅ | 来源标识 |
startTime |
String | ❌ | 开始时间 YYYY-MM-DD HH:mm:ss |
endTime |
String | ❌ | 结束时间 YYYY-MM-DD HH:mm:ss |
性能优势:
- ✅ 一次请求传入所有关键词,减少85%+ API调用
- ✅ 自动去重合并,数据更全面
- ✅ 超时时间30秒,适配大批量数据
📊 数据更新规则
- 更新时间：每日 15:00 更新前一天的数据
- 可查询日期：仅可查询已更新数据的日期（昨天及之前）
- 数据不可用时：脚本自动判断目标日期是否已有数据，若尚未更新则提示用户并询问是否查询最新可用日期
🔧 使用方式
# 生成今日爆款日报（含情报洞察）
python3 "$SKILL_PATH/assets/daily_report.py"
# 自定义关注方向
python3 "$SKILL_PATH/assets/daily_report.py" --keywords "AI教程,AI绘画,ChatGPT,AI工具"
# 查看历史某天
python3 "$SKILL_PATH/assets/daily_report.py" --date 2026-06-10
# 订阅 / 取消订阅
python3 "$SKILL_PATH/assets/daily_report.py" --subscribe
python3 "$SKILL_PATH/assets/daily_report.py" --unsubscribe
What ships with it
9 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.
- assets/daily_report.py 57 KB runs code
- assets/preview_server.py 1.6 KB runs code
- assets/report_template.html 20 KB
- README.en.md 5.7 KB
- README.md 4.7 KB
- references/engine-strategy.md 6.9 KB
- references/investigation-modes.md 5.3 KB
- references/investigation-templates.md 5.9 KB
- references/investigator-config.json 4.6 KB
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.
- 10d ago First seen · 201 lines · 145 tokens per session scan A bcc605213815
ks-ai-feed is a skill published in the GitHub repository redfox-data/redfox-community-dsh (5 stars, last pushed yesterday), licensed MIT. It adds 145 tokens to every session and 2,344 once invoked, about $0.0007 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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