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 weibo-hot-searchgit 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/weibo-hot-search)<a href="https://agentmods.dev/skills/redfox-data/redfox-community-dsh/weibo-hot-search"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/weibo-hot-search/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/weibo-hot-search"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/weibo-hot-search.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 | $0.00093 | $0.01706 |
| Opus 5 | $0.00046 | $0.00853 |
| Sonnet 5 | $0.00019 | $0.00341 |
| Haiku 4.5 | $0.00009 | $0.00171 |
Grade A, and why
weibo-hot-search 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 — 157 lines — stays where its author put it; the contents beside it link to each section on GitHub.
微博热搜
📝 简介
微博热搜榜单查询工具，获取微博当前热搜榜单并按排名展示，同时归纳提炼热搜话题背后的创作灵感和选题方向。
✨ 功能特性
| 功能模块 | 能力描述 | 核心价值 |
|---|---|---|
| 热搜榜单 | 获取微博当前热搜榜单 | 一站式掌握全平台实时热点 |
| 排名展示 | 按热搜排名从 1 到 N 展示 | 直观了解热度梯度 |
| 灵感分析 | 对热搜内容进行归纳总结 | 提炼选题方向，激发创作灵感 |
| 一键跳转 | 每条热搜附带微博搜索链接 | 点击直达搜索结果页 |
🔑 鉴权
获取 API Key
请前往 红狐hub 获取 API KEY
配置 API Key
方案1: 以 Qoder 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..."
🔄 工作流程
Step 1：调用热搜脚本
python3 ~/.agents/skills/weibo-hot-search/scripts/fetch_weibo_hot.py
脚本以 JSON 格式输出：
| 字段 | 说明 |
|---|---|
items |
热搜条目列表 |
每条热搜：
| 字段 | 说明 |
|---|---|
rank |
排名（从 1 开始） |
title |
热搜标题 |
url |
跳转链接 |
hot_score |
热度值（原始数值） |
hot_score_display |
热度值（格式化展示用） |
tag_text |
标签文字（新/热/沸/暖） |
Step 2：判断结果并展示
情况 A：items 数量 > 0（有数据）
A1. 告知用户
🔥 微博当前热搜榜，共 N 条热搜：
A2. 渲染 Markdown 表格
| # | 热搜标题 | 热度 | 标签 |
| --- | ---------------------------- | ------- | ---- |
| 1 | [热搜标题](https://s.weibo.com/weibo?q=热搜标题) | 305.2w | 热 |
数字格式化规则（热度）：
< 10000：原始数字≥ 10000：x.xw格式
A3. 创作灵感分析总结（⚠️ 表格之后必须输出，不可省略）
对热搜内容进行归纳分类和选题提炼，按以下结构输出：
💡 创作灵感分析
🔥 热点赛道分布
将热搜按主题归类（如娱乐/体育/社会/科技/政策等），列出每个类别下的代表性热搜。
📈 内容选题建议
基于热搜方向，提炼 3-5 条可落地的创作选题建议，每条包含：
- 选题方向：用 2-6 字概括
- 切入点：一句话说明可以从什么角度创作内容
⚠️ 风险提示
对涉及敏感话题的热搜给出规避建议（如有）。
示例：
💡 创作灵感分析
🔥 热点赛道分布
- 🎬 娱乐明星（7条）：时代少年团演唱会、杨幂赢面很大、薛之谦北京演唱会...
- ⚽ 体育赛事（5条）：哈兰德吐槽姆巴佩、姆巴佩受伤、无论谁夺冠都来找蒙牛...
- 🌪️ 自然灾害/天气（4条）：台风巴威又改路线了、广西洪水、北京5区有大暴雨...
- 🏛️ 时事政策（3条）：习近平勉励科技工作者、防灾救灾责任、许静婉偷逃税被查...
📈 内容选题建议
- 台风天气科普：结合巴威改动路线和广西洪水，做一份台风避险指南或极端天气生存攻略
- 演唱会大盘点：整理近期热门演唱会，制作观演攻略或性价比分析
- 体育热点复盘：姆巴佩受伤事件深度分析，结合足球话题做技术解读
- 影视热度追踪：百花杀热度破24000，可以做同类型剧集横向对比或追剧指南
⚠️ 风险提示
- 涉及政策/领导人相关热搜，仅做客观转载，不发表主观评论
- 灾害类热搜需核对信息来源，避免传播未经核实的伤亡数据
- 偷逃税、负面社会事件等热搜注意措辞，不做主观定性
What ships with it
3 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 · 157 lines · 93 tokens per session scan A 1dd968fcbe32
weibo-hot-search is a skill published in the GitHub repository redfox-data/redfox-community-dsh (5 stars, last pushed today), licensed MIT. It adds 93 tokens to every session and 1,706 once invoked, about $0.0005 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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