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-realtime-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-realtime-search)<a href="https://agentmods.dev/skills/redfox-data/redfox-community-dsh/weibo-realtime-search"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/weibo-realtime-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-realtime-search"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/weibo-realtime-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 | $0.00082 | $0.02318 |
| Opus 5 | $0.00041 | $0.01159 |
| Sonnet 5 | $0.00016 | $0.00464 |
| Haiku 4.5 | $0.00008 | $0.00232 |
Grade A, and why
weibo-realtime-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 8d 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 — 194 lines — stays where its author put it; the contents beside it link to each section on GitHub.
微博作品搜索
📝 简介
微博作品搜索工具，根据关键词调用 Redfox 接口搜索微博博文，支持按搜索类别和认证类型筛选。
✨ 功能特性
| 功能模块 | 能力描述 | 核心价值 |
|---|---|---|
| 关键词搜索 | 关键词搜索微博博文 | 精准发现目标赛道的内容 |
| 搜索类别 | 支持综合排序/热门排序/实时排序三种类别 | 按不同维度发现优质内容 |
| 认证筛选 | 支持普通用户/个人认证/机构认证过滤 | 精准筛选优质博主 |
| 智能拓展 | 无结果时自动生成 10 个扩展词 | 突破搜索瓶颈发现相关内容 |
| 分页浏览 | 支持多页结果浏览 | 逐页探索大量搜索结果 |
| 订阅推送 | 支持关键词每日推送 | 定时获取最新搜索结果 |
🔑 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：理解用户意图，提取关键词和筛选参数
⚠️ 核心规则：语义理解优先，优先提取细分方向词，而非泛化大类词
1. 提取关键词
- 从用户描述中提取 2~6 字的细分关键词
- 若用户意图模糊（如"帮我搜微博"），主动询问：「请问你想搜索哪个方向或领域的内容？」
- 不得在用户未提供关键词时擅自猜测并调用脚本
2. 识别筛选参数（用户未指定时使用默认值）
- 搜索类别（
--search-type）：默认1（综合）- 用户提到"热门"、"爆款"、"火"、"热搜" →
60（热门排序） - 用户提到"最新"、"实时"、"现在" →
61（实时排序） - 未提及搜索类别 →
1（综合排序，默认）
- 用户提到"热门"、"爆款"、"火"、"热搜" →
- 页码（
--page）：默认1- 用户提到"下一页"、"第2页" → 对应页码
- 用户提到"上一页" → 当前页 - 1
- 未提及页码 →
1（默认）
- 认证类别（
--ext-param）：默认不传- 用户提到"机构认证"、"蓝V" →
3 - 用户提到"个人认证"、"黄V" →
2 - 用户提到"普通用户"、"个人" →
0 - 未提及认证类别 → 不传（不过滤）
- 用户提到"机构认证"、"蓝V" →
Step 2：调用搜索脚本
python3 ~/.agents/skills/weibo-search/scripts/search_weibo.py "<关键词>" [--search-type 搜索类别] [--page 页码] [--ext-param 认证类别]
参数说明：
| 参数 | 可选值 | 含义 |
|---|---|---|
| keyword | 任意字符串 | 搜索关键词 |
--search-type |
1 / 60 / 61 |
综合排序 / 热门排序 / 实时排序（默认1） |
--page |
正整数 | 页码，从1开始（默认1） |
--ext-param |
0 / 2 / 3 |
认证类别：0-普通用户 2-个人认证 3-机构认证（默认不传） |
脚本以 JSON 格式输出：
| 字段 | 说明 |
|---|---|
articles |
关键词匹配博文列表 |
search_type_label |
本次搜索类别文字说明 |
ext_param_label |
本次认证类别文字说明 |
page |
当前页码 |
has_next |
是否有下一页（true/false） |
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.
- 8d ago First seen · 194 lines · 82 tokens per session scan A 98e3935afaca
weibo-realtime-search is a skill published in the GitHub repository redfox-data/redfox-community-dsh (6 stars, last pushed yesterday), licensed MIT. It adds 82 tokens to every session and 2,318 once invoked, about $0.0004 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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