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qingkongzhiqian

Groundapi Web Researcher

by qingkongzhiqian · GitHub ↗ · v1.1.0 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install groundapi-web-researcher
Description
Deep web research assistant — search, scrape, check trending topics, get daily briefings, and synthesize information from multiple sources into a structured...
README (SKILL.md)

网络调研助手

当用户需要对某个话题做深入了解,或类似以下表达时自动触发:

  • "帮我调研一下 XXX"、"查一下 XXX 的情况"
  • "XXX 的最新进展是什么"、"帮我了解一下 XXX"
  • "对比一下 A 和 B"、"总结一下这个话题"
  • "帮我搜一下..."、"研究一下..."
  • "现在什么最火"、"今天有什么热点"

前置条件

本 Skill 依赖 GroundAPI MCP Server 提供的工具。确保已配置 GroundAPI MCP 连接:

{
  "mcpServers": {
    "groundapi": {
      "url": "https://mcp.groundapi.net/mcp",
      "headers": {
        "X-API-Key": "sk_gapi_xxxxx"
      }
    }
  }
}

执行流程

Step 1 — 拆解调研问题

将用户的调研需求拆解为 1-3 个搜索查询,覆盖不同角度。

示例:用户说"帮我调研一下固态电池的发展现状"

  • 查询 1:固态电池 技术进展 2026(技术角度)
  • 查询 2:固态电池 产业链 公司 量产(产业角度)
  • 查询 3:固态电池 市场规模 预测(市场角度)

Step 1.5 — 热度预判(可选)

调用 info_trending() 查看该话题是否在全网热搜中,了解当前舆论热度。 调用 info_bulletin() 获取每日新闻简报,看该话题是否在今日重点事件中。

如果话题正在热搜,优先使用 recency="oneDay" 获取最新信息。

Step 2 — 搜索

对每个查询调用 info_search(query="...", count=10, recency="oneMonth")

如果话题有时效性或正在热搜中,使用更短的 recency(oneWeekoneDay)。

Step 3 — 筛选与抓取

从搜索结果中挑选最相关、最权威的 3-5 个链接(优先选择:官方来源 > 权威媒体 > 行业报告 > 博客),调用 info_scrape(url="...") 获取全文。

如果某个 URL 抓取失败,跳过并使用搜索摘要代替。

Step 4 — 综合输出

## 🌐 调研报告:{话题}

### 概述
(2-3 句话的核心结论)

### 关键发现

**1. {角度一标题}**
- 要点 A(来源:XXX)
- 要点 B(来源:XXX)

**2. {角度二标题}**
- 要点 A(来源:XXX)
- 要点 B(来源:XXX)

**3. {角度三标题}**
- 要点 A(来源:XXX)
- 要点 B(来源:XXX)

### 总结与观点
(基于多源信息的综合判断,标注哪些是事实、哪些是推测)

### 信息来源
1. [标题](URL) — 简要说明
2. [标题](URL) — 简要说明
3. ...

对比调研模式

当用户要求对比两个或多个事物时(如"对比 React 和 Vue"),调整流程:

  1. 对每个对比对象分别搜索
  2. 抓取各自最相关的 2-3 篇内容
  3. 按统一维度做对比表格输出:
### 对比:A vs B

| 维度 | A | B |
|------|---|---|
| 维度1 | ... | ... |
| 维度2 | ... | ... |
| ... |

### 结论
(根据使用场景给出建议)

注意事项

  • 始终标注信息来源,不要把不同来源的信息混在一起而不注明
  • 区分"事实"(有明确数据支撑)和"观点"(来自分析/预测)
  • 如果搜索结果质量不佳或信息过少,如实告知用户,不要编造内容
  • 抓取网页时尊重内容:不要抓取明显需要付费阅读的内容
  • 输出语言跟随用户
Usage Guidance
This skill appears internally consistent, but before installing: 1) Verify you trust https://groundapi.net and its MCP endpoint (review privacy, terms, and what data they retain). 2) Provide a scoped API key (GROUNDAPI_KEY) with minimal permissions if possible, and rotate/revoke it if you stop using the skill. 3) Be aware the skill performs web scraping via the GroundAPI service — avoid sending sensitive or private URLs you don't want processed by a third party. 4) Because the skill can be invoked by the agent, monitor agent activity and logs for unexpected requests to the MCP endpoint. If you need more assurance, ask the vendor for documented API behavior and a list of endpoints the MCP server will contact on your behalf.
Capability Analysis
Type: OpenClaw Skill Name: groundapi-web-researcher Version: 1.1.0 The groundapi-web-researcher skill is a legitimate web research assistant designed to search, scrape, and synthesize information using the GroundAPI MCP server (groundapi.net). The instructions in SKILL.md outline a standard and transparent workflow for processing user queries, and there is no evidence of data exfiltration, malicious code execution, or harmful prompt injection. The requirement for a GROUNDAPI_KEY is consistent with the tool's stated functionality.
Capability Tags
requires-sensitive-credentials
Capability Assessment
Purpose & Capability
Name/description (web research, searching, scraping, trending, briefings) match the declared requirement: a single GroundAPI API key and calls to GroundAPI MCP endpoints. No unrelated services, binaries, or unusual config paths are requested.
Instruction Scope
SKILL.md instructs the agent to call GroundAPI MCP methods (info_search, info_scrape, info_trending, info_bulletin) and to select/summarize sources. It does not instruct reading local files, other env vars, or sending data to third-party endpoints outside the GroundAPI MCP URL shown. It explicitly warns not to scrape paywalled content and to cite sources.
Install Mechanism
No install spec or code files are present; this is an instruction-only skill so nothing will be downloaded or written to disk by an installer.
Credentials
Only one credential is required (GROUNDAPI_KEY) and that aligns with calling a hosted GroundAPI MCP service. The SKILL.md example shows an API key header, which is consistent with the declared primaryEnv.
Persistence & Privilege
always:false and normal autonomous invocation settings. The skill does not request persistent system-wide changes or access to other skills' credentials.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install groundapi-web-researcher
  3. After installation, invoke the skill by name or use /groundapi-web-researcher
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.1.0
v1.1.0: Add trending topics and daily bulletin for research context, update MCP endpoint
v1.0.0
- Initial release of Deep Web Research Assistant powered by GroundAPI MCP tools. - Automatically breaks down user research requests into multi-angle search queries. - Searches, filters, and scrapes authoritative content from multiple web sources. - Synthesizes findings into structured reports or comparison tables with clearly cited sources. - Differentiates between facts and opinions, and supports both general research and comparison tasks. - Requires configuration of GROUNDAPI_KEY for full functionality.
Metadata
Slug groundapi-web-researcher
Version 1.1.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 2
Frequently Asked Questions

What is Groundapi Web Researcher?

Deep web research assistant — search, scrape, check trending topics, get daily briefings, and synthesize information from multiple sources into a structured... It is an AI Agent Skill for Claude Code / OpenClaw, with 162 downloads so far.

How do I install Groundapi Web Researcher?

Run "/install groundapi-web-researcher" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Groundapi Web Researcher free?

Yes, Groundapi Web Researcher is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Groundapi Web Researcher support?

Groundapi Web Researcher is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Groundapi Web Researcher?

It is built and maintained by qingkongzhiqian (@qingkongzhiqian); the current version is v1.1.0.

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