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AI Policy Generator • Claude Skill

AI Agent Guardrails
Generate Policies with Natural Language

Describe what should be allowed or blocked.
Generate enforceable Actra policies instantly.

Turn prompts into runtime guardrails for agents, APIs and workflows.

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⚡ You can instantly validate generated policies in the browser — no installation or code required.
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What are AI Agent Guardrails?

AI agent guardrails are rules that control what automated systems can do. They prevent unsafe actions such as large financial operations, infrastructure changes, or unauthorized API calls.

The Actra Claude Skill generates these guardrails as structured policies that Actra enforces before execution.

From Prompt to Enforcement

✍️ Describe intent

Write what should be allowed or blocked in natural language.

⚙️ Generate policy

Claude converts it into structured Actra YAML.

🛡️ Enforce at runtime

Actra evaluates and blocks unsafe actions before execution.

Use Cases

🤖 Agent Guardrails

Control what AI agents can do across tools and APIs.

💳 Financial Controls

Block large refunds or risky transactions.

🔧 API Safety

Prevent unsafe or destructive API calls.

🏗 Infrastructure Safety

Restrict deployments and system modifications.

Example Prompts

Generate a policy to block refunds above 5000

Allow refunds above 5000 only for admin users

Create a governance rule for delete actions

Block AI agents from modifying infrastructure

Example Output

Policy YAML

Works with Actra Runtime

Generate policies using Claude, then enforce them using Actra.

Learn more about AI Agent Guardrails, runtime policy engines, and agentic governance.

Start generating policies