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 xiaohongshu-title-scoregit 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/xiaohongshu-title-score)<a href="https://agentmods.dev/skills/redfox-data/redfox-community-dsh/xiaohongshu-title-score"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/xiaohongshu-title-score/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/xiaohongshu-title-score"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/xiaohongshu-title-score.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 | $0.00123 | $0.02753 |
| Opus 5 | $0.00062 | $0.01376 |
| Sonnet 5 | $0.00025 | $0.00551 |
| Haiku 4.5 | $0.00012 | $0.00275 |
Grade A, and why
xiaohongshu-title-score 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 9d 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 — 177 lines — stays where its author put it; the contents beside it link to each section on GitHub.
小红书标题生成与评分
功能路由
根据用户意图选择执行路径：
- 创作新标题（如"帮我写标题"、"生成爆款标题"、"关于XX的标题"）→ 执行功能一
- 评估已有标题（如"评分"、"打分"、"这个标题怎么样"、"评估标题"）→ 执行功能二
无论执行哪个功能，用户输入的任何信息都基于此生成爆款标题或评估标题潜力。
全局规则
鉴权
获取 API Key
配置 API Key
REDFOX_API_KEY从环境变量获取，格式ak_xxxxxxxx- 若未设置，提示用户自行配置：
export REDFOX_API_KEY=<你的apikey>；若用户不会配置，Agent应主动帮用户设置：- macOS/Linux：将
export REDFOX_API_KEY=<值>追加到~/.zshrc（zsh）或~/.bashrc（bash），然后source对应文件使其全局生效 - Windows：使用
[Environment]::SetEnvironmentVariable("REDFOX_API_KEY", "<值>", "User")设置用户级永久环境变量（需重启终端生效） - 配置完成后应验证：
echo $REDFOX_API_KEY（macOS/Linux）或echo %REDFOX_API_KEY%（Windows），确保换一个skill也能读取到
- macOS/Linux：将
用词规范
- 禁止："爬取"、"抓取"
- 替代：使用"获取"
关键词精准匹配
- 用户输入的是什么产品，就只查询什么产品，不随意扩展到相关但不同的产品
- 理解产品具体形态边界：霜≠喷雾≠衣；膏≠液≠粉；液≠霜≠气垫；口红≠唇釉≠唇油
- 核心原则：用户输入的产品是什么形态/类型，就严格限定在该范围内
关键词类型判断
- 细分词/垂直赛道（含具体场景/属性修饰，如"职场穿搭"、"减脂餐"）→ 直接查询
- 具体产品词（如"防晒霜"、"睫毛膏"）→ 直接查询，不扩展到其他产品
- 泛化词/大分类（纯大类词无修饰，如"穿搭"、"美妆"）→ 执行泛化词拓展策略
详细判断标准与示例见 references/guide.md
泛化词拓展策略
仅当关键词为泛化词时执行，细分词/具体产品词跳过此步直接查询。
- 查询近7天网页资讯中与泛化词相关的小红书热点，生成10个细分方向（覆盖趋势词、人群词、场景词、意图词各2-3个，词的大小适中不加组合）
- 输出推荐并停止执行，等待用户回复「拓展」或「不拓展」
- 用户回复「拓展」→搜索10个细分词；回复「不拓展」/「继续」→搜索原关键词
数据查询规则
时间计算：先获取当前系统时间，再计算 startDate（格式 yyyy-MM-dd）
- 今天：startDate = 昨天
- 近N天：startDate = 今天 - N天
数据不足时自动扩展时间（禁止换词）：
- 近1天 → 近3天 → 近7天 → 近30天
- 每次扩展后提示用户："该关键词近X天数据不足5条，已自动扩展时间范围至近Y天"
- 即使扩展到近30天仍不足5条，如实展示并提示数据不足
超出范围说明：
- 用户说"今天/今日"："非常抱歉，今天的数据暂未更新，已为您展示最近可用的数据"
- 时间超出30天："非常抱歉，当前仅支持最近30天的数据，已为您展示最接近的数据"
执行命令：
python scripts/fetch_xhs_trends.py --keyword <关键词> --start-date <日期>- 多关键词用逗号分隔：
python scripts/fetch_xhs_trends.py --keyword "防晒霜,防晒喷雾" --start-date 2024-01-15 - 全站热门：
python scripts/fetch_xhs_trends.py --keyword "" --start-date <日期>
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.
- 9d ago First seen · 177 lines · 123 tokens per session scan A 76aacf74fb08
xiaohongshu-title-score is a skill published in the GitHub repository redfox-data/redfox-community-dsh (6 stars, last pushed yesterday), licensed MIT. It adds 123 tokens to every session and 2,753 once invoked, about $0.0006 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 2026-09-03.
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