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Install in OpenClaw
/install mafengwo
Description
Retrieve and summarize public travel notes and popular attraction data from Mafengwo for destinations, including ratings, reviews, tickets, and opening times.
README (SKILL.md)
马蜂窝
用途与边界
- 面向游记与景点公开页面的检索与内容/评分摘要
- 不提供接口逆向或批量抓取能力
- 仅用于公开页面的轻量分析与提醒
关键入口
- 主页：https://www.mafengwo.cn/
- 游记：https://www.mafengwo.cn/gonglve/
- 景点：各目的地页内的景点频道
常见任务
- 指定目的地的热门景点摘要（评分、评论量、门票与开放时间）
- 游记集合的题材与行程分布统计（亲子/美食/摄影等）
- 行程清单生成（必去景点与推荐时段）
数据字段
- 景点名称、链接、评分、评论数、门票信息、开放时间、地理位置
- 游记标题、链接、作者、点赞/评论数、题材标签
- 行程天数、到访景点清单、预算摘要（若可推断）
自动化要点
- 页面动态渲染，需等待内容加载完成后解析
- 价格与开放时间可能随季节变动，需标注采集时间
- 频率控制，不进行批量抓取；使用轻量摘要
示例流程
- 景点清单：访问目的地页 → 抽取景点条目 → 输出评分与评论分布
- 游记统计：进入游记频道 → 抽取条目 → 题材与行程统计
- 行程建议：汇总热门景点 → 依据开放时间与位置生成建议清单
合规提示
- 遵守平台规则，不进行接口调用或批量采集
- 结果仅用于内部分析与提醒
Usage Guidance
This is an instruction-only skill that describes summarizing public pages on mafengwo.cn and asks for no credentials or installs — that is coherent. Before enabling: confirm the skill's provenance (registry owner/homepage are minimal), test it in a sandbox, and only grant the minimal web-browsing tool needed (e.g., a JS-capable headless browser) if required. Configure and enforce rate limits, respect robots.txt and site terms, and avoid bulk downloads or storing PII. If you need stronger guarantees, ask the publisher for provenance (source repo or homepage) and an explicit description of required runtime tools.
Capability Analysis
Type: OpenClaw Skill
Name: mafengwo
Version: 0.1.0
The skill bundle consists of metadata and markdown instructions (SKILL.md) for an AI agent to retrieve and summarize public travel information from mafengwo.cn. The instructions include explicit boundaries against bulk scraping and reverse engineering, and there is no evidence of malicious code, data exfiltration, or prompt injection.
Capability Assessment
Purpose & Capability
Name/description and the SKILL.md align: both describe retrieving and summarizing public travel notes and attraction pages. The skill does not request unrelated credentials or system access. One minor note: the doc says pages are dynamically rendered and require waiting for content, which implies a JS-capable fetch/browser tool but none is declared — reasonable but worth knowing.
Instruction Scope
Instructions limit activity to public pages and explicitly prohibit reverse-engineering APIs and bulk scraping. They are otherwise high-level (‘wait for content to load’, ‘use light summaries’), leaving implementation details and rate-limiting enforcement to the agent. This vagueness could lead to heavier scraping if the agent is given broad web access, so operators should enforce limits.
Install Mechanism
No install spec and no code files — instruction-only skill. Nothing will be written to disk by the skill itself during install.
Credentials
The skill requests no environment variables or credentials, which is proportional. However, runtime may require a headless/JS-enabled browser or scraping capability (not declared). Ensure any tooling granted to implement this functionality is appropriate and minimal.
Persistence & Privilege
always:false and user-invocable:true (defaults). The skill does not request persistent privileges or modify other skills/config; autonomous invocation remains possible but is platform-default.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install mafengwo - After installation, invoke the skill by name or use
/mafengwo - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
Initial release of the "mafengwo-hot-trend" skill.
- Provides summarized access to Mafengwo travel content, focusing on public pages for sights and travelogues.
- Supports tasks like extracting top sights, rating/comment summaries, and travelogue topic statistics.
- Emphasizes lightweight analysis with compliance to site rules (no batch scraping, no API reversal).
- Includes automation tips for dynamic content and data freshness, with example usage scenarios.
- Designed for internal analytics and notifications only.
Metadata
Frequently Asked Questions
What is Mafengwo?
Retrieve and summarize public travel notes and popular attraction data from Mafengwo for destinations, including ratings, reviews, tickets, and opening times. It is an AI Agent Skill for Claude Code / OpenClaw, with 218 downloads so far.
How do I install Mafengwo?
Run "/install mafengwo" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Mafengwo free?
Yes, Mafengwo is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Mafengwo support?
Mafengwo is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Mafengwo?
It is built and maintained by ClawKK (@codekungfu); the current version is v0.1.0.
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