policy-as-code-generator

Translate natural-language compliance requirements into executable policy code for OPA Rego, AWS Config Rules, Sentinel, and Terraform.

Updated Apr 25, 2026
One-click install
npx skills add https://github.com/abnejsolutions-alt/GRC --skill policy-as-code-generator-abnejsolutions-alt
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: policy-as-code-generator
Source: https://github.com/abnejsolutions-alt/GRC/tree/main/plugins/grc-engineer/skills/policy-as-code-generator
Command: npx skills add https://github.com/abnejsolutions-alt/GRC --skill policy-as-code-generator-abnejsolutions-alt

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Policy teams often struggle to translate natural-language compliance requirements into executable policy code for multiple platforms, causing delays and inconsistencies.

Core Features & Use Cases

  • Generates OPA Rego, AWS Config Rules, Sentinel, and Terraform policies from plain-language requirements.
  • Enables policy-driven governance within CI/CD pipelines and compliance workflows.

Quick Start

Provide a natural-language compliance requirement and select a target policy format to generate the corresponding policy artifacts.

Frequently Asked Questions about policy-as-code-generator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate OPA Rego policies from natural language compliance requirements?

To generate OPA Rego policies from natural language, provide your compliance requirements as plain text input and select Rego as the target format. The tool translates the text into executable policy code, including tests and usage guidance.

Can I use Terraform to enforce compliance rules generated from plain text?

Yes, you can generate Terraform policies from plain text compliance requirements. The tool outputs well-formed Terraform code designed for policy-driven governance within build pipelines and compliance workflows.

What is the best way to translate plain text compliance requirements into AWS Config Rules?

The best way to translate plain text compliance requirements into AWS Config Rules is to input the natural language description and select AWS Config as the target format. The tool outputs executable rules along with accompanying tests.

Does policy generation work with Sentinel and Terraform for CI/CD pipeline governance?

Yes, policy generation works with Sentinel and Terraform for CI/CD governance. It translates plain-language requirements into executable policy code across these formats, enabling automated compliance checks within build pipelines.

How to automate compliance workflows by converting natural language into executable policy code?

You automate compliance workflows by inputting natural language requirements and selecting a target format like Rego or AWS Config. The tool outputs executable policy code, tests, and usage guidance for build pipelines.

Why does translating compliance requirements into multiple policy formats cause delays?

Translating compliance requirements into multiple policy formats causes delays because policy teams struggle to manually translate natural language into executable code across different platforms like OPA, Sentinel, and AWS Config consistently.