policy-as-code-generator

Translate natural-language compliance requirements into OPA Rego, AWS Config Rules, Sentinel, and Terraform policies.

1|Updated Apr 25, 2026
One-click install
npx skills add https://github.com/rifh2000/claude-grc-engineering. --skill policy-as-code-generator-rifh2000
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: policy-as-code-generator
Source: https://github.com/rifh2000/claude-grc-engineering./tree/main/plugins/grc-engineer/skills/policy-as-code-generator
Command: npx skills add https://github.com/rifh2000/claude-grc-engineering. --skill policy-as-code-generator-rifh2000

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Converts natural-language compliance requirements into actionable, machine-readable policy code, enabling automated policy generation within code pipelines.

Core Features & Use Cases

  • NL-to-policy translation: converts plain-English requirements into executable policy artifacts for multiple formats (OPA Rego, AWS Config Rules, Sentinel policies, Terraform modules).
  • Multi-format outputs: produces ready-to-use policy modules plus tests and documentation for rapid integration.
  • Use Case: In CI/CD, generate policy definitions from governance narratives to enforce controls automatically.

Quick Start

Translate a plain-English compliance requirement into a multi-format policy (OPA Rego, AWS Config, Sentinel, Terraform).

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 convert natural-language compliance requirements into executable policy code?

To convert natural-language compliance requirements into executable policy code, you can parse plain-English governance narratives and automatically generate ready-to-use modules for OPA Rego, AWS Config, Sentinel, and Terraform.

Can I generate OPA Rego and Terraform policies from plain English within my CI/CD pipeline?

Yes, you can generate OPA Rego and Terraform policies from plain English within CI/CD pipelines by translating governance narratives into machine-readable policy definitions to enforce automated controls.

Does this natural-language to policy translation support AWS Config Rules and Sentinel policies?

This natural-language to policy translation supports AWS Config Rules and Sentinel policies by mapping plain-English requirements into multiple executable policy formats alongside generated tests and documentation.

What is the best way to automate policy generation for infrastructure as code governance?

The best way to automate policy generation for infrastructure as code governance is translating natural-language compliance rules directly into multi-format policy artifacts suitable for automated pipeline enforcement.

Do I need to manually write tests and documentation when creating OPA Rego policies from plain English?

You do not need to manually write tests and documentation when creating OPA Rego policies from plain English, because the process automatically produces ready-to-use policy modules complete with corresponding tests and documentation.

Are there limitations when mapping complex governance narratives to multiple policy formats?

Limitations when mapping complex governance narratives to multiple policy formats depend on the clarity of the natural-language input, as ambiguous requirements may affect the accuracy of the generated Terraform or Sentinel policy logic.