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 deepseek-websearchgit 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/deepseek-websearch)<a href="https://agentmods.dev/skills/redfox-data/redfox-community-dsh/deepseek-websearch"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/deepseek-websearch/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/deepseek-websearch"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/deepseek-websearch.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 | $0.00067 | $0.01122 |
| Opus 5 | $0.00034 | $0.00561 |
| Sonnet 5 | $0.00013 | $0.00224 |
| Haiku 4.5 | $0.00007 | $0.00112 |
Grade A, and why
deepseek-websearch 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.
What it actually says
Deepseek WebSearch
📝 简介
Deepseek WebSearch 是一款 AI 联网搜索助手，帮你突破大模型知识截止日期的限制，随时获取最新、准确的实时信息。
适用于需要联网搜索、AI 辅助信息检索的场景，用自然语言描述需求即可获得结构化的搜索结果。
✨ 功能特性
| 功能模块 | 能力描述 | 核心价值 |
|---|---|---|
| 一键搜索 | 自然语言描述搜索需求，即可发起查询 | 无需记忆命令，降低使用门槛 |
| 智能等待 | 搜索发起后自动等待结果，实时反馈进度 | 无需手动刷新，省心省力 |
| 结构化输出 | 搜索结果包含详细回答与引用来源 | 信息清晰、便于查阅和引用 |
| 异常容错 | 覆盖多种异常场景，每种情况有明确提示 | 遇到问题有指引，不卡流程 |
🔑 一键安装
前置条件
- 已注册红狐 hub 账号并获取 API Key
- 本地已安装 Python 3 环境
安装步骤
-
获取 API Key
前往 红狐hub 注册并获取
REDFOX_API_KEY。 -
配置环境变量
# 方式一：配置文件（如 OpenClaw 的 ~/.openclaw/openclaw.json） { "env": { "REDFOX_API_KEY": "ak_xxxx..." } } # 方式二：终端环境变量 export REDFOX_API_KEY="ak_xxxx..." -
安装依赖
pip3 install requests
📖 使用指南
直接用自然语言描述你的搜索需求即可，无需记忆固定命令。
基础使用
1. 发起搜索
告诉助手你想搜索的内容：
用户：帮我搜索一下最新的 AI 大模型发展趋势
助手：正在为您搜索，请稍候…
2. 获取结果
搜索完成后，助手会整理回答文本和引用来源，结构化展示给你。
常用说法速查
| 意图 | 示例话术 | 效果 |
|---|---|---|
| 实时信息查询 | 「搜索一下今天的科技新闻」 | 获取最新资讯 |
| 专业知识检索 | 「帮我查一下量子计算的最新进展」 | 搜索并整理专业领域的最新研究成果 |
| 事实验证 | 「搜索验证一下这个说法是否准确」 | 通过联网搜索核实信息准确性 |
🎯 使用场景
场景一：研究人员获取最新资料
角色：科研人员 / 学生
需求：查询某领域的最新研究进展或论文
使用方式：
- 描述研究方向或具体问题
- 联网搜索相关学术资源
- 整理并呈现搜索结果
预期收益：快速获取最新学术信息，提升研究效率
场景二：内容创作者追踪热点
角色：自媒体博主 / 内容运营
需求：追踪行业热点、竞品动态
使用方式：
- 搜索特定话题的最新动态
- 获取实时新闻和社交媒体讨论
- 基于搜索结果创作内容
预期收益：紧跟热点，产出时效性强的内容
场景三：开发者技术调研
角色：软件工程师 / 技术负责人
需求：调研新技术、框架或解决方案
使用方式：
- 搜索技术方案对比信息
- 获取最新文档和社区反馈
- 辅助技术决策
预期收益：降低技术选型风险，加速开发进程
🔄 工作流程
核心执行流程详见
references/core_workflow.md
⚠️ 错误处理
| 情况 | 处理方式 |
|---|---|
未配置 REDFOX_API_KEY |
提示用户前往 红狐hub 获取 API Key |
| 服务返回 502 | 服务返回 502 错误，可能存在网络不稳定问题，请稍后重试 |
| 搜索请求失败 | 输出错误信息，建议用户重试 |
| 搜索超时 | 提示超时，建议稍后重试 |
| 搜索任务失败 | 输出失败原因详情 |
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 · 148 lines · 67 tokens per session scan A a8895969b656
deepseek-websearch is a skill published in the GitHub repository redfox-data/redfox-community-dsh (5 stars, last pushed yesterday), licensed MIT. It adds 67 tokens to every session and 1,122 once invoked, about $0.0003 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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