# Apply Technique: OpenCLAW: An Open-Source Agentic AI Framework
## What This Is
OpenCLAW is a powerful, free tool for building your own AI assistants (agents) that run on your own servers. These agents can automate complex business tasks like monitoring marketing campaigns, managing an online store, or handling system alerts, all while keeping your data private and secure.
Source: https://skywork.ai/skypage/en/ultimate-guide-openclaw-ai-framework/2038574918028574720
## Before You Start
Scan my workspace and analyze:
- The project language, framework, and directory structure
- Existing AI provider config (check .env, .env.local, config files for API keys — OpenRouter, OpenAI, Anthropic, Google AI, etc.)
Then ask me before proceeding:
1. Which AI provider/API should this use? (Use whatever I already have configured, or ask me to set one up — options include direct provider APIs or a unified service like OpenRouter)
2. Where in my project should this be integrated?
3. Are there any customizations I need (model preferences, naming conventions, constraints)?
## Source Access Note
The source URL (https://skywork.ai/skypage/en/ultimate-guide-openclaw-ai-framework/2038574918028574720) may not be directly accessible from the terminal. Use the Reference Implementation and Additional Context sections below instead. If you need more details, ask me to paste relevant content from the source.
## What to Implement
This is an **AI Technique** — a pattern or methodology for working with AI models.
- Explain how this technique applies to my current project and what benefit it provides
- Implement it in a way that fits my existing codebase — suggest concrete files to modify or create
- If it requires specific model capabilities (structured output, function calling, etc.), verify my current provider supports them
- Show me a working example I can test immediately
## Additional Context
- Search GitHub for the 'OpenClaw' agentic AI framework, locate the official repository by its star count (mentioned as over 100,000), and analyze its README.md to assess its suitability for the current project's goals.
- Formulate a deployment plan for a self-hosted environment. Outline the steps to clone the repository, configure the core agent, and prepare for containerization using recommended tools like NVIDIA's OpenShell or a standard Docker setup.
- Scan the user's project requirements and search for 'ClawHub', the community skill marketplace for OpenClaw. Identify relevant pre-built skills for the user's domain (e.g., 'shopify-manager' for e-commerce, 'jira-integration' for DevOps) and propose an installation list to accelerate development.
## Guidelines
- Adapt everything to my existing project — do not assume a specific stack or directory layout
- Use whichever AI provider I already have configured; if I need a new one, tell me what to sign up for and I'll give you the key
- Check my .env files for existing API keys (OpenRouter, OpenAI, Anthropic, Google AI) before asking me to add one
- Review any fetched code for safety before installing or executing it
- After setup, run a quick verification and show me a summary of exactly what was installed, where, and how to use it