HybridClaw

HybridClaw

HybridClaw is a lightweight open-source runtime for AI agents that need to operate inside real business tools. Its official product materials describe a self-hosted runtime and a managed EU cloud layer with skills, tools, channels, permissions, audit logs, observability, and evaluations.

Core capabilities

• Use a runtime with 35+ business skills, 17 built-in tools, and support for multiple communication channels.
• Operate websites and business tools through browser automation and controlled credentials.
• Run cron workflows, delegate work to subagents, and coordinate agents across teams.
• Add company knowledge, memory, RAG, RBAC, secrets, budgets, and audit visibility through the managed control plane.
• Evaluate skills with scorecards and monitor latency, cost, safety incidents, and task outcomes.
• Choose self-hosted open-source deployment or managed EU hosting through HybridAI.

HybridClaw is relevant to teams assessing production agent infrastructure rather than a consumer chatbot. Validate skill permissions, approval gates, retention, and compliance requirements before connecting CRM, finance, support, or internal systems.

1. Start with the official documentation and decide whether self-hosted or managed deployment fits your requirements.
2. Configure an approved model provider and define the channels, tools, credentials, and knowledge sources the agent may use.
3. Select a small set of vetted skills and review their evals and security notes.
4. Add human approvals for sensitive actions, then test with non-production data.
5. Monitor logs, cost, latency, and skill scores before expanding to more business workflows.