100 Hours of OpenClaw Experience: Your Complete Guide to a 24/7 AI Employee

After 100+ hours of actual usage, I’ve organized a comprehensive guide to OpenClaw (OpenClaw, the original project) – an AI employee that truly works 24/7 for you, helping you eliminate busywork and freeing up more time to focus on what really matters. 1️⃣ The Question: What is OpenClaw? Simply put: an AI assistant that can […]


After 100+ hours of actual usage, I’ve organized a comprehensive guide to OpenClaw (OpenClaw, the original project) – an AI employee that truly works 24/7 for you, helping you eliminate busywork and freeing up more time to focus on what really matters.

1️⃣ The Question: What is OpenClaw?

Simply put: an AI assistant that can control your computer, mobile phone, and the internet.

  • vs ChatGPT: ChatGPT can only chat; OpenClaw can actually do things for you – send messages, control your phone, operate your computer, handle tasks
  • vs Cursor/Windsurf: Those are limited to programming assistance; OpenClaw can manage your entire life – work, household, entertainment

Think of it as a blend of Jarvis + Alfred: both a highly intelligent AI assistant and a dedicated butler.

2️⃣ Cool Stuff OpenClaw Can Do (Personal Favorites!)

🏠 Smart Home:

  • “Turn on the lights/close the curtains” – Done
  • “It’s hot, turn on the AC to 24°C” – Handled
  • Can even water your plants when you’re away traveling

📱 Messaging & Notifications:

  • Automatically reply to WeChat/WhatsApp messages
  • Proactively remind you: “Meeting in 30 minutes”
  • Help filter spam messages

💻 Computer Automation:

  • “Download this video and send it to WeChat friend XXX”
  • “Help me compile this month’s expense report”
  • Batch process files (rename, compress, organize)

📊 Information Monitoring:

  • Track stock/crypto prices
  • Monitor hot search topics
  • Grab flash sale items (I successfully got sneakers with it!)

My favorite feature: The “heartbeat” mechanism. Even when I’m not using it, it actively checks emails, schedules, and notifies me of important matters – truly like having a personal secretary.

3️⃣ Three Major Advantages vs Other AI Tools

✅ Local Deployment, Privacy First

  • All data stored on your own computer
  • No need to upload chat history to cloud
  • Especially suitable for handling sensitive work information

✅ True Multi-Platform Integration
vs Automation tools like Zapier:

  • Zapier can only connect apps that have APIs
  • OpenClaw can control ANYTHING (even games if you want)
  • Like the difference between “scheduled bus route” and “private car on demand”

✅ Autonomous Learning & Evolution

  • Has “memory”: remembers your habits and preferences
  • Can “spawn sub-agents”: when encountering complex tasks, automatically creates a specialized AI to handle it
  • Example: When I asked it to “organize this week’s work summary”, it spawned a specialized text processing agent

4️⃣ Who Should Use OpenClaw? (Real User Portraits)

👨‍💻 Programmers/Tech Workers

  • Automate development environment setup
  • Code review reminders
  • Automatically organize technical documentation

👔 Business/Operations Personnel

  • Batch send emails/messages
  • Automatically generate data reports
  • Meeting reminders & notes organization

🏠 Smart Home Enthusiasts

  • Connect various smart devices
  • Custom automation scenarios (e.g., wake up → turn on lights + curtains + play news)

🤖 AI Geek/Tinkerer

  • Can customize your own AI personality
  • Develop various automated workflows
  • Connect any API and tools you want

Not recommended for:

  • Users with zero technical background (installation requires some command line knowledge)
  • Users who want “install and immediately use” (needs some configuration)

But! If you’re willing to spend 2-3 hours learning, the returns are definitely worth it.

5️⃣ Practical Setup Guide (Most Common Pitfalls!)

Step 1: Installation (Windows/Mac/Linux supported)

# Official installation tutorial
git clone ...
npm install

⚠️ Common Pitfall: Node.js version too low (requires v18+), or forget to install dependencies

Step 2: Connect to AI Model
OpenClaw itself doesn’t include AI models, you need to connect:

  • OpenAI API (GPT-4 recommended)
  • Claude API (I personally use this, context window is larger)
  • Or domestic models (Tongyi, Wenxin, etc.)

💡 Tip: Can configure multiple models, automatically switch based on task complexity

Step 3: Configure “Skills”
This is where OpenClaw shines – through “Skills” to expand capabilities:

  • Message automation: Connect WhatsApp/Telegram/Discord
  • Smart home: Connect Home Assistant/HomeKit
  • Computer control: Screen recording, file operations, browser automation

Official skill marketplace: [link]

💡 My recommendation: Start with 2-3 core skills, don’t try to configure everything at once (it gets overwhelming)

Step 4: Train Your AI
The first conversation with OpenClaw is crucial – it will ask:

  • What should I call you?
  • What’s your schedule?
  • What tasks do you want me to help with?

This information will be written into MEMORY.md, becoming its “long-term memory”

🔥 Pro Tip: Write down your common tasks/preferences in advance, let the AI learn your habits faster

6️⃣ Advanced Gameplay (The Real Power!)

🤖 Sub-Agents (Sessions Spawn)
When encountering complex tasks, OpenClaw can “spawn” specialized sub-agents:

You: "Help me research the top 10 AI tools this month and generate a comparison table"
OpenClaw: *spawns data collection agent + analysis agent*

Benefits:

  • Main agent remains responsive
  • Sub-agents can use different models (cost-saving)
  • Task results automatically return to main session

⏰ Scheduled Tasks (Cron Jobs)

Example 1: Daily 9 AM weather + schedule reminder
Example 2: Check email every 30 minutes, alert on important messages
Example 3: Friday evening automatically generate weekly work summary

The difference between Cron and Heartbeat:

  • Heartbeat: More like “passive check”, flexible timing, token-saving
  • Cron: Precise timing, suitable for fixed schedules

🧠 Memory Management
OpenClaw’s memory is divided into:

  • Short-term memory: Current conversation content
  • Long-term memory: MEMORY.md file, storing important info
  • Daily notes: memory/YYYY-MM-DD.md, recording daily events

💡 Best Practice: Review and organize MEMORY.md weekly, keep AI memory from getting “bloated”

📱 Multi-Platform Messaging
Can connect simultaneously:

  • WhatsApp (personal account, not business API)
  • Telegram Bot
  • Discord Bot
  • Slack
  • Even SMS (via Twilio)

Real scenario: Someone messages me on WeChat → OpenClaw automatically replies → logs to memory → if important, sends Telegram notification to me

7️⃣ Cost Analysis (How Much Does It Cost?)

Essential Expenses:

  • AI Model API Fee
    • GPT-4: ~$20-50/month (depending on usage)
    • Claude: ~$20/month
    • Domestic models: cheaper, ~$10/month

Optional Expenses:

  • VPS hosting (if you want 24/7 operation): $5-10/month
  • Some third-party API services (like weather, maps): $0-10/month

My actual expenses:

  • Claude API: ~$25/month
  • VPS (Vultr): $6/month
  • Total: ~$30/month

Worth it? Absolutely! Consider how much it saves in time:

  • Daily saves 1-2 hours of busywork
  • Hourly rate calculated, pays for itself in a few days

8️⃣ FAQ (Questions I Had Too)

Q: Is it safe? What about privacy?
A: Locally deployed, data doesn’t leave your computer. But note:

  • API calls to AI models will transmit conversation content
  • It’s recommended to use APIs from trusted providers
  • Sensitive information can use local models (Ollama)

Q: Will it get out of control? Like in sci-fi movies?
A: No worries:

  • All actions require your authorization
  • Has “safety boundaries” set (e.g., won’t auto-delete files)
  • You can stop it anytime

Q: Do I need programming knowledge?
A: Basic command line knowledge is helpful, but:

  • Official documentation is very detailed
  • Community has lots of ready-made configurations
  • No need to write code, just use configuration files

Q: Can it replace a real assistant?
A: Not yet, but:

  • ✅ Can handle 80% routine tasks
  • ✅ 24/7 no breaks
  • ❌ Can’t do physical tasks (like making coffee)
  • ❌ Can’t fully replace human judgment

9️⃣ My Setup Sharing (Complete Config!)

Core Skills I Use:

  1. message – Unified messaging management
  2. cron – Scheduled task automation
  3. browser – Web automation (grab info, auto-fill forms)
  4. nodes – Phone control (screenshots, notifications)

Typical Workflow Examples:

Morning Routine:

8:00 - Heartbeat triggers
→ Check weather
→ Check calendar
→ Check email
→ Send summary to Telegram

Work Automation:

When receiving work email
→ Auto-categorize (urgent/normal/spam)
→ Urgent ones immediately notify
→ Normal ones log to daily notes

Evening Summary:

10:00 PM
→ Generate today's task completion status
→ Update MEMORY.md
→ Prepare tomorrow's schedule

🔟 Pitfalls & Warnings (Read This!)

❌ Don’t blindly install all skills

  • Start with core functions, add gradually
  • Too many skills = slow startup + high token consumption

❌ Don’t let AI make important decisions autonomously

  • Set safety boundaries
  • Critical operations require manual confirmation

❌ Don’t ignore memory management

  • Regularly clean MEMORY.md
  • Or AI gets “confused” (too much info can’t find key points)

❌ Don’t save API keys in plaintext

  • Use environment variables
  • Or dedicated password management tools

✅ Best Practice:

  • Start with a single scenario (e.g., messaging only)
  • Once stable, gradually expand
  • Weekly review AI behavior, timely adjustments

Summary: Is OpenClaw Worth Using?

If you’re:

  • ✅ Willing to invest time learning (first 2-3 hours)
  • ✅ Have basic command line knowledge
  • ✅ Want to truly improve efficiency rather than just for novelty

Then OpenClaw will be one of the best AI tools you’ve ever used.

If you:

  • ❌ Want instant results without learning
  • ❌ Zero technical background, don’t want to spend time
  • ❌ Just want to chat with AI

Then ChatGPT or Claude web version is more suitable for you.

My bottom line:
After 100+ hours of actual use, OpenClaw has become an indispensable part of my daily workflow. It’s not perfect, but it’s the closest I’ve found to a “true AI assistant”.

Worth a try? Absolutely.

Need patience? Yes.

Will regret it? At least I don’t.


Hope this helps! Feel free to ask if you have any questions~ 🚀

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