Awesome OpenClaw Cases

中文版 | English

A curated collection of real-world OpenClaw use cases with detailed implementation guides in English and Chinese.

Browse online at clawindex.app - The interactive platform for exploring, filtering, and discovering OpenClaw cases.

🎯 What This Is

This repository contains structured, well-documented case studies that demonstrate real-world applications of OpenClaw. Each case includes:

• Clear problem definition - What pain points does it solve?
• Core value proposition - What makes this approach valuable?
• Implementation details - Skills needed, setup steps, and code examples
• Typical scenarios - When and how to apply this pattern
• FAQ - Common questions and answers
• Available in English and Chinese - Cases provided in both languages

These cases are extracted from community showcases, official documentation, blog posts, and real-world implementations, then structured for maximum reusability.

📚 Browse Cases by Category

🔧 Automation & Integration

• Family Digital Scrapbook - Automatic photo journaling with calendar context
• AI Nutrition Analysis with Haver - Log nutrition data from chat and meal photos
• PDF Articles to Podcast - Convert PDF links into shareable two-host podcast audio via OpenClaw skills
• OpenClaw Self-Improvement Loop - Turn errors, corrections, and feature gaps into reusable workflow memory
• OpenClaw Three-Tier Memory System - Cross-session context management
• RosClaw Robot Control - Natural-language ROS2 robot control from messaging apps
• WeChat Auto-Publishing Pipeline - One-click content pipeline from topic to draft
• Xiaohongshu Full Ops Automation - End-to-end Xiaohongshu operations
• TweetClaw Twitter Automation - Full X/Twitter automation from chat
• OpenClaw n8n Stack - Self-hosted AI agents with workflow automation (400+ service integrations)
• Multi-Agent Orchestration Specialists - 14+ specialist AI agents with parallel execution (15s human time)
• OpenClaw Home Assistant Add-on - AI gateway for smart home automation with browser automation
• OpenClaw Prediction Market Trading - Automated Polymarket trading with 115K weekly returns

📊 Data Analytics

• Semantic Memory Search - Knowledge recall with semantic retrieval
• Network Latency Benchmark - Multi-node coordination latency analysis

🛠 Engineering

• OpenClaw Opik Observability - Observability practices with Opik
• Swift Logger Package (TDD) - Test-driven development for Swift libraries
• DevClaw Autonomous Dev Team - Multi-project dev teams with 60-80% token savings

⚙ Operations

• Agent Ruler Approval Gates - Deterministic approval gates and audit receipts for safer OpenClaw runs
• Event Guest Confirmation Supercall - Automated guest confirmation workflow
• GitHub Stale Issue Cleanup - Periodic issue management and cleanup
• Log Anomaly Detection - Rolling baseline comparison for anomaly alerts
• OpenClaw Automated Business Report Aggregation - Multi-source data collection and scheduled report distribution

🚀 Product Growth

• Market Research Product Factory - Research to productization pipeline
• Automated Social Media Posting - Content drafting, review, and scheduling
• Price Comparison Shopping Assistant - Cross-platform cost comparison
• Customer Signal Scanner - Community feedback signal detection
• Pre-Build Idea Validator - Multi-source validation before development
• Content Factory - Multi-agent content production orchestration
• Multi-Channel Presence Sync - Cross-platform content distribution
• OpenClaw Commercial Usecase Radar - Multi-source opportunity ranking
• OpenClaw Product Manager Copilot - Self-hosted AI assistant for sprint reviews, documentation, and competitive intelligence

💬 Support & Success

• Email Auto-Classifier - Email triage with urgency-based routing
• Email Communications Copilot - Inbox zero, meeting notes, and reviewable reply drafts

🚀 Quick Start

1. Explore Cases

Browse the categories above or visit clawindex.app for:

• Interactive filtering by category, difficulty, and tags
• Full-text search across all cases
• Visual case cards with quick summaries

2. Adapt to Your Needs

Each case is designed to be:

• Reusable - Clear structure and patterns you can copy
• Adaptable - Modify for your specific requirements
• Complete - Includes setup steps, skills needed, and FAQ

3. Contribute Your Own

Have a use case that others would benefit from? We'd love your contribution!

Easy submission: You only need to submit in one language (English OR Chinese). We'll handle machine translation to generate the other language version!

See Contributing for guidelines.

🤝 Contributing

We welcome contributions from the OpenClaw community! Our goal is to build a comprehensive collection of real-world use cases.

What to Contribute

• New cases - Share your unique OpenClaw workflows (submit in one language, we'll handle translation)
• Case improvements - Enhance existing cases with more details or better structure
• Translations - Add translations or improve existing ones
• Bug fixes - Fix typos, broken links, or factual errors

Case Writing Guidelines

All cases should follow our structured format. Frontmatter is optional - it will be auto-generated when synced to clawindex.app.

1. Frontmatter (optional):

   ---
   title: "SEO-friendly Title: Object + Action + Value"
   slug: kebab-case-slug
   summary: One-sentence summary (20-35 words)
   whatItDoes: Action + object + outcome (one sentence)
   category: engineering | documentation | operations | security-compliance | data-analytics | product-growth | support-success | automation-integration
   difficulty: beginner | intermediate | advanced
   tags: [3-5 tags, kebab-case]
   targetUser: [1-3 user types]
   skillsUsed:
     - name: Skill Name
       href: /skills/skill-slug-or-https-url
   updatedAt: "YYYY-MM-DD"
   published: true
   ---

2. Body Structure (required):

   • What it does / Skills You Need / Pain Point / Core value of this case / Typical scenarios / Related Links / FAQ
   • Optional: How to setup (only if source has reliable setup flow)

3. Language Support:

   • Create slug.md (English) OR slug.zh.md (Chinese) - you only need to submit in one language
   • We'll handle machine translation to generate the other language version automatically

4. Quality Standards:

   • Only include facts supported by sources
   • Don't fabricate features or data
   • Skills must be real, traceable entities

Submission Process

1. Fork this repository
2. Create a branch: git checkout -b feature/your-case-slug
3. Add your case files to the appropriate usecases/ category directory
4. Commit and push your changes
5. Open a pull request with:
   • Clear title describing the case
   • Link to original source (if applicable)
   • Explanation of why this case is valuable

📖 Documentation

For detailed guidelines on writing cases:

• Ensure clear structure: problem statement, value proposition, implementation details, and FAQ
• Submit in one language (English OR Chinese); we'll handle translation
• Only include factual information supported by reliable sources

🔗 Links

• clawindex.app - Interactive case browser
• OpenClaw Documentation - Official OpenClaw documentation
• ClawHub - OpenClaw skills marketplace
• OpenClaw GitHub - OpenClaw source code

📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

📚 Data Sources

Cases in this collection are compiled from:

• Community showcases - Real-world OpenClaw workflows shared by users
• Official documentation - OpenClaw docs and guides
• Blog posts & tutorials - Articles and implementation guides
• Public repositories - GitHub projects using OpenClaw

All cases are based on actual use cases and implementations.