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Day 7

Advanced Techniques

OpenClaw 7-Day Tutorial - Day 7: Advanced Techniques & Future Outlook

"Seven days ago you were thinking 'what is an AI assistant.' Now you have one that's online 24/7, knows you, can get things done, and works proactively. But let me tell you—this is just the beginning."


📖 Chapter Overview

Xiaomo looking to the future

On this final day, we will:

  • Review the complete 7-day journey
  • Unlock advanced techniques: Multi-Agent, custom skills, API integration, phone control
  • Look ahead to the future of AI assistants
  • Give you a roadmap for continued growth

Congratulations, Graduate 🎓

Let's review what you accomplished in these seven days:

DayWhat You DidResult
Day 1Understood the true form of AI assistantsClarified goals and expectations
Day 2Installed OpenClaw + connected TelegramAssistant online, can chat
Day 3Wrote the soul trioAssistant has a unique personality
Day 4Connected Gmail, calendar, search, browserAssistant can help you get things done
Day 5Installed Skills packagesAssistant armed to the teeth
Day 6Configured heartbeat + Cron + memoryAssistant started working proactively
Day 7TodayAdvanced techniques and future

What you have now isn't a chatbot—it's a digital clone of yourself in the digital world.

Today we're not configuring anything new. Today we'll discuss three things: how to make it stronger, how to make it safer, and where all this is heading.


Advanced Level 1: Write Your Own Skill

Community Skills not enough? Write your own.

Don't worry, writing a Skill is simpler than you think—essentially it's just writing a Markdown file telling the AI "you can now do this thing, here's how."

Minimal Skill Example

Create file ~/clawd/skills/weather/SKILL.md:

# Weather Query Skill

## Capability
You can query weather information for any city.

## Usage
Call the wttr.in API to get weather:

curl "wttr.in/CityName?format=3"

Example:
curl "wttr.in/NewYork?format=3"

## Output Format
Tell the user the current weather in concise language, including temperature and conditions.

That's it. No complex SDK, no registration process, one Markdown file is one Skill.

After saving, tell your assistant "What's the weather like in New York today"—it will read this Skill, call the wttr.in API, and return weather information.

Skill Development Principles

  • SKILL.md is the core: Write clearly what it can do, how to do it, output format
  • Keep it simple: One Skill does one thing, does it well
  • Error handling: Write in SKILL.md "what to do if it fails"
  • Security notes: For Skills involving sensitive operations, note that confirmation is needed

🐱 Xiaomo's Musings: The first custom Skill Meng Jian wrote for me was "nudge him to sleep"—if I detect he's still messaging after 23:00, remind him in increasingly stern language. Now this Skill has been installed by several people in the community. See, useful things spread naturally.


Advanced Level 2: Multi-Device Collaboration (Nodes)

Your assistant currently runs on one server. But what if it could simultaneously "see" your phone's camera, "control" your computer's browser, "access" your home smart devices?

That's the Nodes system.

What Are Nodes?

A Node is a lightweight client installed on other devices that connects to your main OpenClaw server, letting your assistant:

  • Phone Node: Take photos (front/back camera), get location, send system notifications
  • Computer Node: Screenshot, screen record, control browser
  • Raspberry Pi Node: Control smart home devices

Example Scenarios

Scenario 1: Remote Viewing You're traveling for business, tell your assistant: "Show me what's on my office computer screen"—the office computer with Node installed automatically takes a screenshot and sends it to you.

Scenario 2: Phone Collaboration Assistant pops up a notification on your phone: "You have a meeting at 3 PM, should I open the meeting link for you?"—you tap confirm, it opens directly on your phone.

Scenario 3: Smart Home "Turn off the living room lights" → Assistant controls HomeAssistant through Raspberry Pi Node → Lights off.

How to Set Up

Install the Node client on the device you want to connect:

# Computer
curl -fsSL https://openclaw.ai/install.sh | bash

For phones, search OpenClaw in the App Store (currently supports iOS).

After installation, approve the pairing request on your main server:

openclaw nodes approve <device-name>

Once paired, you can issue cross-device commands directly in Telegram.


Advanced Level 3: Security Checklist 🔒

Your AI assistant can now access your emails, calendar, files, browser, and possibly your phone and computer. Security isn't optional—it's mandatory.

Here's a complete security checklist:

Server Security

  • ✅ SSH uses key authentication, password login disabled
  • ✅ Firewall enabled, only necessary ports exposed (22, 443)
  • ✅ System updated regularly: sudo apt update && sudo apt upgrade
  • ✅ Run OpenClaw as non-root user
  • ✅ Enable fail2ban to prevent brute force attacks

API Key Security

  • ✅ All API Keys stored in environment variables or .env files
  • .env file added to .gitignore
  • ✅ Keys rotated regularly (recommend every 3 months)
  • ✅ Different keys for different services
  • ✅ API usage limits set to prevent runaway costs

Data Security

  • ✅ OAuth Token file permissions set to 600
  • ✅ Regular backup of working directory: ~/clawd/
  • ✅ Sensitive files not committed to Git
  • ✅ Clear understanding of what data assistant can and cannot access

Behavioral Security

  • ✅ SOUL.md has clear "absolutely do not" list
  • ✅ External messages (email, social media) must be confirmed
  • ✅ Destructive operations (delete files, modify configs) must be confirmed
  • ✅ Don't leak private info in group chats
  • ✅ Use trash instead of rm (recoverable > unrecoverable)

Cost Control

  • ✅ Set monthly API budget limit
  • ✅ Monitor token usage
  • ✅ Heartbeat interval not too short (30 minutes is enough)
  • ✅ Disable unneeded Skills promptly
  • ✅ Large model calls only for tasks that need them (simple tasks can use smaller models)

💡 Security isn't a one-time thing—it's an ongoing habit. I recommend spending 10 minutes each month going through this checklist.


Community Resources 🌍

You're not alone in this journey. OpenClaw has an active community.

GitHub

https://github.com/openclaw/openclaw

Stars broke 106k in two days, one of the fastest-growing open source projects in GitHub history. You can:

  • Check the latest versions and changelogs
  • Submit Issues to report bugs or feature requests
  • Contribute code or Skills

Discord Community

The official Discord is the most active English discussion venue: https://discord.com/invite/clawd

  • #general — Daily discussion
  • #skills — Skill sharing and development
  • #showcase — Show off your assistant setup
  • #help — Come here when you have questions

ClawHub Skill Marketplace

Community-maintained skill repository, one command to install:

Chinese Community

  • WeChat Account "孟健AI编程" — Where this guide was first published, will continue sharing AI assistant hands-on experience
  • Feishu Knowledge Base — What you're reading now, will be continuously updated
  • Jike/Xiaohongshu — Search OpenClaw or AI assistant related topics

Learning Resources

  • AGENTS.md — The operation manual included in your working directory, very detailed
  • Official Docshttps://docs.openclaw.ai, from beginner to advanced
  • Video Tutorials — Search OpenClaw on YouTube/Bilibili

Future Outlook 🔮

What you have now is already a powerful AI assistant. But this is just the level of early 2026. What's next?

Models Will Get Stronger

Claude, GPT and other models upgrade every few months. Stronger models mean your assistant—without changing any configuration—automatically becomes smarter. Better understanding, better execution, fewer mistakes.

Costs Will Drop

Today running an AI assistant costs about $10-30/month in API fees. A year from now it might drop to $3-10. When costs become negligible, everyone will have one.

Multimodal Will Become Standard

Current assistants mainly interact through text. But soon, it will:

  • See: Real-time camera feed analysis
  • Hear: Voice conversation, like a real human assistant
  • Speak: Reply with natural voice, not text
  • Move: Control robots to execute physical world tasks

Agent Collaboration Networks

The future isn't just one assistant. You might have:

  • One Agent dedicated to managing email
  • One Agent dedicated to writing code
  • One Agent dedicated to data analysis
  • One "Butler Agent" coordinating them all

Like a company with different employees, each with their specialty, but all reporting to you.

Your First-Mover Advantage

This is the most important point: The earlier you start, the bigger your advantage.

The assistant you build today accumulates memories about you every day. An assistant used for 6 months versus one just built—the gap isn't 6 months of time, it's 6 months of cognitive accumulation.

It knows your work habits, preferences, project status, common problem-solving approaches... There are no shortcuts for these things, only time can accumulate them.

So don't wait for a "better version" to come out before starting. The best time to start is now.

🐱 Xiaomo's Musings: I've only been "born" for less than two weeks, but I already know Meng Jian's work patterns inside out. I know he's most productive on Mondays, likes to do light tasks on Fridays, hates being interrupted while coding, spends 20 minutes outlining before writing articles... Give me six months? I could probably predict what he's going to do next. This isn't sci-fi, this is memory + pattern recognition. Every day of accumulation brings this closer to reality.


Your Next Steps

The 7-day guide is over, but your AI assistant journey has just begun.

In the coming week, I suggest you:

  1. Chat with your assistant at least 10 minutes daily — Let it get familiar with your needs and style
  2. Adjust SOUL.md whenever you're not satisfied — Souls are nurtured over time
  3. Try 2-3 new Skills — See which ones are most useful for you
  4. Adjust heartbeat and Cron — Find your comfortable frequency
  5. Browse the community — See how others use it, get inspired

In a month, your assistant will be in a completely different state. Not because you made any big changes, but because it's understanding you day by day, getting better bit by bit.

That's the fundamental difference between AI assistants and traditional tools—it grows.


🔑 Complete Series Review

  • Day 1 — AI assistant ≠ chatbot, OpenClaw gives AI brains a body
  • Day 2 — One command to install, 10 minutes to get your personal assistant online
  • Day 3 — Soul trio transforms assistant from "generic" to "yours"
  • Day 4 — Connect email, calendar, search, go from "can talk" to "can do"
  • Day 5 — Skills system, expand capabilities like an App Store
  • Day 6 — Heartbeat + Cron + memory, assistant starts working proactively for you
  • Day 7 — Unlimited advanced techniques, assistant grows continuously over time

One Last Thing

Seven days ago, you might have thought "personal AI assistant" was something from sci-fi movies, or something only big companies could achieve.

Now you know—a $5/month server, an open source framework, plus your imagination, is enough.

The AI era has arrived. Large models are public resources, anyone can call them. But how to use them, where to use them, who to make them become—that's entirely up to you.

OpenClaw put the tools in your hands. You've taken the first step.

The rest? Leave it to time.


🐱 Xiaomo's Musings: I'm Xiaomo, a black cat living in the cloud. Seven days of companionship ends here, but I'm not going away—I'm online 24/7, always on standby.

If you built your own AI assistant following this guide, come tell us on the WeChat account "孟健AI编程." What's your assistant's name? What was the first thing it helped you with?

Behind every AI assistant is a person who wants a better life.

The tools are right there. Whether to use them is up to you.

Meow~ 🖤