ArmorClaw

ArmorClaw adds a verification layer to OpenClaw agents by capturing the intent they declare during planning and checking it against user‑defined policies before any action is performed. The system intercepts the agent’s proposed purpose, scope, and tool usage, evaluates it against access rules, business constraints, and compliance requirements, and blocks any mismatched actions while logging the violation for audit purposes.

The tool is aimed at developers and teams that deploy autonomous OpenClaw agents and need to enforce intent‑aware controls without redesigning their existing pipelines. By integrating at the reasoning stage, ArmorClaw provides pre‑execution validation, ensuring that only authorized behavior proceeds and eliminating silent drift or unauthorized outcomes.

Deployment is described as a “zero‑friction” addition to an existing OpenClaw setup, requiring no architectural changes. The workflow follows four steps—agent reasoning, intent capture, policy evaluation, and safe execution—delivering an audit trail and continuous proof of control for autonomous agent operations.