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content-tracker
by
changsheng0804
· GitHub ↗
· v1.0.0
· MIT-0
119
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Install in OpenClaw
/install content-tracker
Description
内容追踪技能。高时效性话题追踪、链接更新监控、第三方热点聚合。 USE FOR: - "追踪AI行业动态", "追踪某某话题最新进展" - "监控这个链接的更新", "这个网站有新内容吗" - "今天的热点", "最新新闻" - 定期简报生成（配合日程使用）
README (SKILL.md)
内容追踪技能
高时效性内容追踪工具，支持话题搜索、链接监控、热点聚合。
核心能力
1. 话题追踪
- 智能搜索接口，过滤高时效性内容
- 按事件主体去重，避免重复推送
- 支持首次/非首次执行模式
2. 链接追踪
- 监控指定URL的内容更新
- 自动识别新增内容
- 生成更新简报
3. 第三方数据源
- 微博热搜 (weibo_hot)
- 36氪 (thirty_six_kr)
- 腾讯新闻 (tencent_news)
- 华尔街见闻 (wallstreet_cn)
- 每日热点汇总 (daily_report)
使用场景
✅ 适用：
- 行业动态追踪（AI、金融、科技等）
- 竞品/新闻监控
- 定期简报生成
- 链接更新通知
❌ 不适用：
- 需要登录的内容
- 动态JS渲染的页面
- 视频为主的页面
输出格式
所有追踪结果保存为 Markdown 简报：
./我的追踪/{yyyy_mm_dd}/{话题名称}.md
简报内容：
- 来源标题（引用链接）
- 核心内容总结
- 时效性标注
快速开始
用户：追踪一下AI Agent行业的最新动态
AI：[执行话题追踪] → 生成简报 → 返回链接
配合日程使用
可创建重复日程，自动定期追踪：
| 场景 | 频率 | 建议 |
|---|---|---|
| 行业动态 | 每日 | 下午3点执行 |
| 热点追踪 | 每日 | 早晚各一次 |
| 链接监控 | 每周 | 周一执行 |
依赖
- 技能：topic_tracking（需预先安装）
- 环境：Python3 + requests
注意事项
- 首次执行使用
--is-first-time true参数 - 无结果表示确实没有新内容，不会重复推送
- 内容来源于原文总结，不做推断或编造
Usage Guidance
This skill appears coherent for tracking topics and saving Markdown reports, but verify a few practical points before installing: 1) Ensure the runtime has Python3 and the 'requests' package (the SKILL.md expects requests but there is no install step). 2) Confirm why 'bash' is listed as a required binary (the docs only describe Python usage); if you run in a constrained environment, test the skill in an isolated workspace first. 3) The skill depends on another skill 'topic_tracking'—inspect that skill's code/permissions before enabling. 4) Outputs are written to ./我的追踪/... on the agent host—avoid running on machines with sensitive data or expose those report files unintentionally. 5) Be aware of scraping and site terms of service for sources like Weibo/36Kr/Tencent; the skill excludes login and JS-heavy pages but may still trigger rate limits or blocking. If you need stronger assurance, ask the publisher for an install spec or the topic_tracking implementation to review.
Capability Analysis
Type: OpenClaw Skill
Name: content-tracker
Version: 1.0.0
The content-tracker skill is a standard news and topic aggregation tool designed to monitor specific URLs and third-party news sources (e.g., Weibo, 36Kr). Analysis of SKILL.md and _meta.json reveals no evidence of malicious intent, data exfiltration, or harmful prompt injection; the described behavior is consistent with its stated purpose of generating Markdown-based news reports.
Capability Assessment
Purpose & Capability
The name/description (topic/link/news tracking and periodic briefs) matches the declared runtime expectations (uses Python3, saves Markdown reports, depends on a separate topic_tracking skill). Required binaries (python3) are appropriate for the stated purpose. The declared dependency on the topic_tracking skill is reasonable for modular design.
Instruction Scope
SKILL.md limits behavior to fetching/filtering third-party content, generating summaries, and writing Markdown reports under ./我的追踪/{date}/. It explicitly excludes login-only content and JS-heavy pages. It does not instruct reading unrelated system files or secret env vars.
Install Mechanism
There is no install spec (instruction-only), so nothing is downloaded or written during install. This is the lowest-risk model and consistent with the skill's description.
Credentials
No credentials or config paths are requested, which is appropriate. Minor inconsistencies: the metadata lists bash and python3 as required binaries but the doc only describes Python + requests (no explicit use of bash explained). The SKILL.md mentions the Python 'requests' library but does not declare how it will be provided — the skill assumes the runtime already has that dependency. These are documentation/packaging gaps rather than direct security red flags.
Persistence & Privilege
always is false and the skill does not request system-wide changes or other skills' configs. It writes outputs to a local relative path (./我的追踪/...), which is normal for report generation.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install content-tracker - After installation, invoke the skill by name or use
/content-tracker - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
content-tracker v1.0.0
- 首发版本，提供高时效性话题追踪、链接更新监控及第三方热点聚合功能
- 支持智能去重、内容更新检测、简报生成（Markdown格式）
- 集成微博热搜、36氪、腾讯新闻、华尔街见闻等数据源
- 适用于行业动态追踪、新闻监控、定期简报生成等场景
- 依赖 topic_tracking 技能与 Python3 环境
Metadata
Frequently Asked Questions
What is content-tracker?
内容追踪技能。高时效性话题追踪、链接更新监控、第三方热点聚合。 USE FOR: - "追踪AI行业动态", "追踪某某话题最新进展" - "监控这个链接的更新", "这个网站有新内容吗" - "今天的热点", "最新新闻" - 定期简报生成（配合日程使用）. It is an AI Agent Skill for Claude Code / OpenClaw, with 119 downloads so far.
How do I install content-tracker?
Run "/install content-tracker" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is content-tracker free?
Yes, content-tracker is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does content-tracker support?
content-tracker is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created content-tracker?
It is built and maintained by changsheng0804 (@changsheng0804); the current version is v1.0.0.
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