CyberClaw
CyberClaw is a next-generation, enterprise-grade transparent agent architecture designed to eliminate AI black-box operations by making all agent behaviors fully observable, auditable, and controllable. Built on LangGraph and LangChain, it features a dual-tier memory system that maintains long-term user profiles and short-term conversation summaries for continuous learning. A core security mechanism is its two-phase execution model requiring agents to review skill documentation before running commands, which reduces critical incident rates by 80%. The system provides comprehensive real-time auditing of five distinct event types with JSONL logging and Rich terminal visualization. It includes a persistent heartbeat task engine for automated background processes and supports complex task orchestration through plug-in skills compatible with both OpenClaw and Claude Code ecosystems. Safety is enforced via zero-trust execution that restricts file access to specific workspaces, intercepts dangerous shell commands, a