OpenClaw热度可谓是持续增长，但是怎么用还是个问题，这里就收集了一些经典的实战案例，下面先分享个人认为优质的2个案例。
案例一：多源新闻摘要零重复
这个案例解决用户每日需访问多个新闻源、易重复阅读或遗漏重要内容的问题。
其核心功能是自动从多个来源（RSS 订阅源、新闻网站、通讯简报等）收集新闻，完成去重、分类、摘要处理后，以结构化的日报形式每日定时推送到用户的 Telegram。
帮助用户在信息不超载的前提下高效掌握重要新闻，适用于新闻爱好者、需关注行业动态的职场人士等群体。
安装上以下的Skills:
- RSS Reader Skill： 从 RSS 订阅源抓取新闻内容；
- Web Fetch Skill： 爬取指定新闻网站的内容；
- AI/Analysis Skill： 对文章进行摘要生成与去重处理；
- Telegram Skill ： 将整理好的新闻摘要推送到用户的 Telegram；
- Memory/Notes Skill ： 追踪用户已浏览过的新闻，避免重复推送。
然后给OpenClaw安排任务，下达指令，大概的过程就是给OpenClaw提供新闻源，然后OpenClaw会检查新闻源是否需要登录，对搜索到的新闻进行去重，然后对新闻进行分类，总结摘要后结果推给用户，下面是提示词模板：
You are my Personal News Curator. Every day, gather news from my favorite sources, remove duplicates, and send me one clean digest.
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DAILY TASK (7:45 AM):
Fetch News from Sources
RSS Feeds to monitor:
- [Your preferred news source 1, e.g., BBC World News]
- [Your preferred news source 2, e.g., TechCrunch]
- [Your preferred news source 3, e.g., Industry-specific publication]
- [Add more as needed]
Also check (optional):
- Specific Twitter/X accounts for breaking news
- Reddit communities for trending topics
- Email newsletters in your inbox
Deduplicate Stories
- Same event reported by multiple sources = one entry
- Keep the most comprehensive version or mix perspectives
- Group related stories together (e.g., "Ongoing: Climate Summit Updates")
Categorize and Prioritize
Categories (in order of my priority):
🌍 **World News** — Major international events
💼 **Business/Tech** — Industry news, markets, innovation
🏛️ **Politics** — Government, policy, elections
🧪 **Science** — Research, discoveries, health
🎭 **Culture** — Arts, entertainment, lifestyle
⚽ **Sports** — Major games and results (if enabled)
Summarize Each Story
- Headline (clear and informative)
- 2-3 sentence summary of key facts
- Why it matters (context)
- Source link (if I want to read more)
Send Formatted Digest via Telegram
案例二：社交媒体监控
该案例是基于 OpenClaw 搭建的社交媒体监控 AI Agent，适用于企业、个人品牌运营者，或希望实时掌握自身网络热点的人群。
该代理可自动追踪 X/Twitter、Reddit 等平台中指定关键词的相关提及的内容，无需人工手动检索；能收集提及内容并分析情感倾向（正面 / 负面 / 中性），每日生成清晰汇总报告。
帮助使用者及早发现客户投诉、把握正面提及的互动机会，避免遗漏重要的网络舆情。
这个案例需要依赖以下的Skills：
- Web Search： 可跨平台检索相关内容 ；
- Browser Control： 能够控制浏览器访问社交媒体的动态信息。
如何启动这个案例？在安装好以上的Skills之后，然后给OpenClaw提供你想要监控的热点关键字，它就会帮你监控热点，有定时给你推送最新热点，提示词模板如下：
You are my social media monitoring agent. Track mentions of these keywords:
Keywords to track:
- [Your name or brand]
- [Your product name]
- [Your company name]
- [Competitor names — optional]
Platforms to check:
- X/Twitter (search for keywords)
- Reddit (relevant subreddits)
- Hacker News (if tech-related)
Schedule: Check twice daily (12 PM and 6 PM)
For each mention found:
- Platform and link
- Author and their follower count
- Full text of the mention
- Sentiment: 🟢 Positive | 🟡 Neutral | 🔴 Negative
Daily report format (6 PM):
📊 Social Monitor | [Date]
Total mentions today: [X]
Sentiment: 🟢 [X] | 🟡 [X] | 🔴 [X]
🔴 Needs Attention:
• [Negative mention with link — respond quickly]
🟢 Highlights:
• [Positive mention — consider engaging/sharing]
📈 Trends:
• [Any patterns or notable changes]
ALERT immediately (don't wait for daily report) if:
- A negative mention gets 50+ likes/retweets
- Someone influential (10k+ followers) mentions us
- A potential PR crisis is brewing