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Install in OpenClaw
/install toutiao-hot-trend
Description
提供今日头条公开文章和视频的关键词搜索、内容摘要及热点频道分布的轻量化检索与分析服务。
Usage Guidance
This skill appears coherent and low-risk: it only documents how to summarize public Toutiao pages and does not ask for secrets or install code. Before enabling, confirm your agent/runtime enforces the non-scraping guidance (rate limits, no bulk downloads, respect site ToS). Monitor the skill's network activity for unexpected automated crawling and consider restricting autonomous invocation or adding logging/quotas if you want tighter control.
Capability Analysis
Type: OpenClaw Skill
Name: toutiao-hot-trend
Version: 0.1.0
The skill bundle consists of metadata and instructions (SKILL.md) for an AI agent to summarize public articles and videos from Toutiao (toutiao.com). It explicitly defines boundaries against batch scraping, reverse engineering, and video downloading, focusing solely on lightweight analysis of public data. No executable code, data exfiltration logic, or malicious prompt injection attempts were identified.
Capability Assessment
Purpose & Capability
Name/description (retrieving and summarizing public Toutiao articles/videos) match the SKILL.md content. The skill does not request unrelated credentials, binaries, or config paths.
Instruction Scope
SKILL.md is high-level and limited to public page retrieval, summarization, and channel statistics; it explicitly rejects bulk scraping, API reverse-engineering, video downloads, and recommends manual opening to avoid anti-bot detection. Because instructions are non-prescriptive about how to fetch pages, an agent could still implement automated HTTP requests — the doc asks to avoid that, but enforcement depends on the agent runtime and policies.
Install Mechanism
Instruction-only skill with no install spec and no code files — nothing is written to disk and there are no external downloads to review.
Credentials
Requires no environment variables, credentials, or config paths; requested access is minimal and proportionate to the stated task.
Persistence & Privilege
always:false and default invocation settings (agent may call the skill) — no elevated persistence or cross-skill configuration changes are requested.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install toutiao-hot-trend - After installation, invoke the skill by name or use
/toutiao-hot-trend - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
Initial release of 今日头条热门内容技能：
- 支持对今日头条公开文章、视频、话题页的内容检索与摘要
- 可按关键词/频道提取标题、作者、发布时间、互动等公开信息统计
- 仅用于公开页面的轻量分析与提醒，不支持批量抓取或接口逆向
- 视频摘要功能仅抽取元信息，不支持下载或去水印
- 符合平台合规要求，所有结果均标注采集时间
Metadata
Frequently Asked Questions
What is Toutiao?
提供今日头条公开文章和视频的关键词搜索、内容摘要及热点频道分布的轻量化检索与分析服务。 It is an AI Agent Skill for Claude Code / OpenClaw, with 490 downloads so far.
How do I install Toutiao?
Run "/install toutiao-hot-trend" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Toutiao free?
Yes, Toutiao is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Toutiao support?
Toutiao is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Toutiao?
It is built and maintained by ClawKK (@codekungfu); the current version is v0.1.0.
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