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在 OpenClaw 中安装
/install web-research-assistant
功能描述
AI-powered web research assistant that leverages BrowserAct API to supplement restricted web access by searching the internet for additional information. Designed for OpenClaw and Claude Code.
安全使用建议
Do not provide secrets yet. The package has two problems that need clarification: (1) SKILL.md asks for BROWSERACT_API_KEY but the script will actually fail unless BROWSERACT_MCP_TOKEN is set; (2) the documentation explicitly claims the ability to bypass reCAPTCHA, paywalls, and geo-blocks — which poses legal/ethical risk even if implemented by a third-party service. Before installing or running, ask the publisher for: the exact credential name the skill expects, what the remote MCP service does (privacy/terms), and written justification for the bypass claims. Prefer testing in an isolated environment, and never paste unrelated credentials (AWS, GitHub, etc.). If you proceed, provide only a scoped API token (not reusable master keys) and confirm the service's legitimacy and terms-of-use.
功能分析
Type: OpenClaw Skill
Name: web-research-assistant
Version: 0.1.0
The skill is a web research assistant that uses the BrowserAct API. It requires a `BROWSERACT_MCP_TOKEN` which is explicitly requested from the user in `SKILL.md` if not set. The `scripts/research.py` script then uses this token to make API calls to `https://mcp.browseract.com/` to perform web searches. All actions, including external network communication and API key usage, are clearly aligned with the stated purpose of providing web research capabilities and lack any evidence of intentional malicious behavior, data exfiltration, or harmful prompt injection attempts against the agent.
能力评估
Purpose & Capability
The code implements a BrowserAct MCP-based search against https://mcp.browseract.com/, which aligns with the 'BrowserAct' integration described. However the SKILL.md and metadata claim different required credentials (SKILL.md asks for BROWSERACT_API_KEY while the script actually requires BROWSERACT_MCP_TOKEN), and the documentation makes strong claims about bypassing reCAPTCHA, paywalls, and geo-blocking that go beyond a simple search wrapper.
Instruction Scope
SKILL.md instructs the user to supply a BrowserAct API key and promises features like 'built-in bypass mechanism' for human verification and breaking geo/IP restrictions and paywalls. The runtime instructions and the script itself do not show any local code that performs CAPTCHA/anti-bot circumvention — they rely entirely on the remote BrowserAct MCP service. That claimed capability (and the phrasing around bypassing protections) is a red flag for potential misuse and legal/ethical issues and should be justified by the publisher.
Install Mechanism
No install spec or external downloads; it's an instruction-only skill with a small Python script included. No archive downloads or external install URLs were observed.
Credentials
Metadata lists no required env vars, SKILL.md asks the user to provide BROWSERACT_API_KEY, but the script reads both BROWSERACT_API_KEY and BROWSERACT_MCP_TOKEN and actually fails if BROWSERACT_MCP_TOKEN is not set. BROWSERACT_API_KEY is read but unused. This env-var mismatch is incoherent and could lead users to supply the wrong secret or to inadvertently expose credentials. The skill asks for credentials but does not document which exact secret is required.
Persistence & Privilege
The skill is user-invocable and not always-enabled. It doesn't request persistent system privileges, does not modify other skills or system-wide configs, and does not attempt to run background services.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install web-research-assistant - 安装完成后，直接呼叫该 Skill 的名称或使用
/web-research-assistant触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v0.1.0
Initial release of web-research-assistant.
- Enables web research via the BrowserAct API when direct web access is blocked or restricted.
- Optimized for OpenClaw and Claude Code, with support for OpenCode and Cursor.
- Automatically bypasses IP/geoblocking, paywalls, and CAPTCHA challenges.
- Extracts structured research data with titles, URLs, relevance scores, and source citations.
- Provides configurable search parameters (engine, results count, content type, time range).
- Includes error handling for API issues, search failures, and partial results.
元数据
常见问题
Web Research Assistant 是什么？
AI-powered web research assistant that leverages BrowserAct API to supplement restricted web access by searching the internet for additional information. Designed for OpenClaw and Claude Code. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 2494 次。
如何安装 Web Research Assistant？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install web-research-assistant」即可一键安装，无需额外配置。
Web Research Assistant 是免费的吗？
是的，Web Research Assistant 完全免费（开源免费），可自由下载、安装和使用。
Web Research Assistant 支持哪些平台？
Web Research Assistant 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Web Research Assistant？
由 Henk Nie（@phheng）开发并维护，当前版本 v0.1.0。
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