For Those Who Want More

You've mastered the basics. Now unlock the full potential of OpenClaw with advanced patterns and architectures.

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Prerequisites

Before diving into advanced topics, make sure you've got the fundamentals down.

โœ“OpenClaw installed and running daily
โœ“At least one chat channel connected (Telegram/WhatsApp/etc.)
โœ“Comfortable with YAML configuration
โœ“Basic understanding of prompt engineering
โœ“Familiar with at least 5-10 skills

Advanced Topics

๐Ÿค–

Multi-Agent Architecture

Orchestrate multiple AI agents that work together on complex tasks, each with specialized roles.

 ๐Ÿ”ง

Custom Skill Development

Build your own skills when the 1000+ existing ones don't cover your use case.

 ๐Ÿง 

Advanced Memory Patterns

Implement sophisticated memory structures for long-term context and learning.

 ๐Ÿ”„

Self-Improving Agents

Create agents that learn from mistakes and improve their own workflows over time.

 ๐Ÿ”’

Security Hardening

Lock down permissions, audit logs, and implement zero-trust patterns.

 โšก

Performance Optimization

Reduce latency, optimize token usage, and scale to high-volume workloads.

Multi-Agent Architecture

Coordinate specialized agents that work together on complex tasks.

๐ŸŽญ ์˜ค์ผ€์ŠคํŠธ๋ ˆ์ดํ„ฐ
๐Ÿ” ๋ฆฌ์„œ์น˜ ์—์ด์ „ํŠธ
โœ๏ธ ๋ผ์ดํŒ… ์—์ด์ „ํŠธ
๐Ÿ”ง ์ฝ”๋“œ ์—์ด์ „ํŠธ 
# Example: Research โ†’ Write โ†’ Review pipeline

orchestrator:
  task: "Write a technical blog post about WebSockets"
  
  agents:
    - research:
        model: claude-3-haiku
        prompt: "Research WebSocket best practices and common pitfalls"
        output: research_notes
        
    - writer:
        model: claude-sonnet-4
        input: research_notes
        prompt: "Write a 1500-word blog post"
        output: draft
        
    - reviewer:
        model: claude-opus-4
        input: draft
        prompt: "Review for technical accuracy and clarity"
        output: final

Building Custom Skills

When the existing 1000+ skills don't cover your use case.

# ~/.openclaw/skills/my-custom-skill/SKILL.md

# My Custom Skill

์ด ์Šคํ‚ฌ์€ ํšŒ์‚ฌ ๋‚ด๋ถ€ API์™€ ์—ฐ๋™๋ฉ๋‹ˆ๋‹ค.

## Commands

- `fetch-metrics` - ์ตœ์‹  ์„ฑ๊ณผ ์ง€ํ‘œ ๊ฐ€์ ธ์˜ค๊ธฐ
- `notify-team` - ํฌ๋งท๋œ ์•Œ๋ฆผ์„ #ops ์ฑ„๋„๋กœ ๋ณด๋‚ด๊ธฐ

## Configuration

ํ™˜๊ฒฝ ๋ณ€์ˆ˜์— ๋‹ค์Œ์„ ์„ค์ •ํ•˜์„ธ์š”:
- `INTERNAL_API_KEY` - Your API key
- `SLACK_WEBHOOK` - Ops channel webhook

## Usage

"์˜ค๋Š˜์˜ ์ง€ํ‘œ๋ฅผ ๊ฐ€์ ธ์™€์„œ ํŒ€์— ์•Œ๋ ค์ค˜"

Skills are just markdown files with tools. See the docs โ†’

Security Hardening

๐Ÿ” Principle of Least Privilege

Only grant skills the permissions they need. Audit regularly.

๐Ÿ“‹ Audit Logging

Log all actions for compliance and debugging. Integrate with your SIEM.

๐Ÿšซ Execution Limits

Set rate limits and budget caps to prevent runaway costs.

๐Ÿ”’ Network Isolation

Run OpenClaw in an isolated network segment for sensitive workloads.

Join the Power Users Community

Connect with other advanced users, share patterns, and get help with complex setups.

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